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ORCIDIJCNN 2018: Rio de Janeiro, Brazil
- 2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018. IEEE 2018, ISBN 978-1-5090-6014-6
- Steven Z. Lin, Yong Shi, Zhi Xue:
Character-Level Intrusion Detection Based On Convolutional Neural Networks. 1-8 - Zhiheng Zhou, Man Lan, Yuanbin Wu:
A Neural Generation-based Conversation Model Using Fine-grained Emotion-guide Attention. 1-8 - Wallison William Guimarães, Cristiano Lacerda Nunes Pinto, Cristiane Neri Nobre, Luis E. Zárate
:
TCSVM - A Cascade Approach with Transductive Inference to Predicting Protein Translation Initiation Site. 1-8 - Gang Chen, Yiming Peng, Mengjie Zhang:
Constrained Expectation-Maximization Methods for Effective Reinforcement Learning. 1-8 - Yingchun Zhang, Haoyi Zhou, Jianxin Li, Wanlu Sun, Yahong Chen:
A Time-Sensitive Hybrid Learning Model for Patient Subgrouping. 1-8 - Fannia Pacheco, Ernesto Exposito, José Aguilar, Mathieu Gineste, Cédric Baudoin:
A novel statistical based feature extraction approach for the inner-class feature estimation using linear regression. 1-8 - Douglas M. Souza, Duncan D. Ruiz:
Towards High-Resolution Face Pose Synthesis. 1-8 - Hao Yu, Zhaoning Zhang, Zijie Zhu, Wang Xiong, Gen Zhang:
Nominal Data Similarity: A Hierarchical Measure. 1-7 - Yuechi Jiang, Frank H. F. Leung:
The Scalable Version of Probabilistic Linear Discriminant Analysis and Its Potential as A Classifier for Audio Signal Classification. 1-7 - Siddhant Kumar, Neha Muthiyan, Shaifu Gupta, Dileep Aroor Dinesh, Aditya Nigam:
Association Learning based Hybrid Model for Cloud Workload Prediction. 1-8 - Eden P. da Silva, Carlos A. Estombelo-Montesco, Ewaldo Eder Carvalho Santana, Leonardo N. Matos:
Analysis and Improvement of convergence speed in kernel adaptive filters with nonlinear even cost function and pre-tuned dictionary. 1-8 - Stefano Leonori, Antonello Rizzi, Maurizio Paschero, Fabio Massimo Frattale Mascioli:
Microgrid Energy Management by ANFIS Supported by an ESN Based Prediction Algorithm. 1-8 - João R. Bertini, Viviani Akemi Kasahara, Maria C. Nicoletti:
Approaching miRNA Family Classification Through Constructive Neural Networks. 1-8 - Diego Galeano, Alberto Paccanaro:
A Recommender System Approach for Predicting Drug Side Effects. 1-8 - Eucassio G. Lima Junior, Luis H. S. Vogado, Ricardo de A. L. Rabelo, Cornélia J. P. Passarinho:
Curved Gabor Projection Entropy for Face Recognition. 1-8 - Martin Pilát:
Controlling the Charging of Electric Vehicles with Neural Networks. 1-8 - Yi Zheng, Hui Peng, Xiaocai Zhang, Xiaoying Gao, Jinyan Li:
Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning. 1-7 - Ricardo Grunitzki, Bruno Castro da Silva, Ana L. C. Bazzan:
Towards Designing Optimal Reward Functions in Multi-Agent Reinforcement Learning Problems. 1-8 - Rodrigo G. F. Soares:
Effort Estimation via Text Classification And Autoencoders. 1-8 - Thays A. Oliveira, Alexandre C. Barbosa, Helena Ramalhinho, Miquel Oliver:
Citizens and Information and Communication Technologies. 1-7 - Maira B. H. Moran, Aura Conci, José R. González, Adriel S. Araújo, W. G. Fiirst, Charbel P. Damião, Giovanna A. B. Lima, Rubens A. da Cruz Filho:
Identification of thyroid nodules in infrared images by convolutional neural networks. 1-7 - Jingyuan Wang, Fei Hu, Xiaofei Xu, Dengbao Wang, Li Li:
A Deep Prediction Model of Traffic Flow Considering Precipitation Impact. 1-7 - Norberto Ritzmann Junior, Júlio César Nievola:
A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector machine. 1-8 - Pedro L. Ballester, Ulisses Brisolara Corrêa, Ricardo Matsumura de Araújo:
Lateral Representation Learning in Convolutional Neural Networks. 1-8 - Haoyu Wang, Yao Lu:
Soccer Video Super-Resolution via Sub-Pixel Convolutional Neural Network. 1-8 - Shan Xue, Jie Lu, Guangquan Zhang, Li Xiong:
A Framework of Transferring Structures Across Large-scale Information Networks. 1-6 - Tobias Hinz, Stefan Wermter:
Image Generation and Translation with Disentangled Representations. 1-8 - Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou:
Similarity-based Multi-label Learning. 1-8 - Tianyi Xiong, Zhiqiang Pu, Jianqiang Yi:
Neural Network based Distributed Adaptive Time-varying Formation Control for Multi-UAV Systems with Varying Time Delays. 1-7 - Jingyi Zhang, Chao Lu, Jennie Si, Jie Song, Yinsheng Su:
Deep Reinforcement Leaming for Short-term Voltage Control by Dynamic Load Shedding in China Southem Power Grid. 1-8 - Feixiang Wang, Man Lan, Wenting Wang:
Towards a One-stop Solution to Both Aspect Extraction and Sentiment Analysis Tasks with Neural Multi-task Learning. 1-8 - Adedamola Wuraola, Nitish D. Patel:
SQNL: A New Computationally Efficient Activation Function. 1-7 - Mayra Z. Pimenta, Cesar Henrique Comin, Francisco Aparecido Rodrigues, Luciano da F. Costa:
The impact of Interconnecting Topologies on SOM Neural Networks. 1-6 - Claudio A. Perez, Pablo A. Estévez, Francisco J. Galdames, Daniel A. Schulz, Juan P. Perez, Diego Bastias, Daniel R. Vilar:
Trademark Image Retrieval Using a Combination of Deep Convolutional Neural Networks. 1-7 - Nathan Riopelle, Philip Caspers, Donald Sofge:
Terrain Classification for Autonomous Vehicles Using Bat-Inspired Echolocation. 1-6 - Lunkai Fu, Jun Li, Langxiong Zhou, Zhenyuan Ma, Shaopeng Liu, Zhiyong Lin, Mukesh Prasad:
Utilizing Information from Task-Independent Aspects via GAN-Assisted Knowledge Transfer. 1-6 - Casimiro Aday Curbelo Montañez, Paul Fergus, Almudena Curbelo Montañez, Abir Hussain, Dhiya Al-Jumeily, Carl Chalmers:
Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. 1-8 - Jorge C. Chamby-Diaz, Mariana Recamonde Mendoza, Ana L. C. Bazzan, Ricardo Grunitzki:
Adaptive Incremental Gaussian Mixture Network for Non-Stationary Data Stream Classification. 1-8 - Mehmet Aktukmak, Samuel Mercier, Ismail Uysal:
A Neural Net Framework for Accumulative Feature-based Matrix Completion. 1-6 - Emerson Correia Lima, Fábio Lima Custódio, Gregorio Kappaun Rocha, Laurent Emmanuel Dardenne:
Estimating Protein Structure Prediction Models Quality Using Convolutional Neural Networks. 1-6 - Gary White, Andrei Palade, Siobhán Clarke:
Forecasting QoS Attributes Using LSTM Networks. 1-8 - Maciej Jaworski, Piotr Duda, Leszek Rutkowski:
Concept Drift Detection in Streams of Labelled Data Using the Restricted Boltzmann Machine. 1-7 - Fabrizio Frasca, Matteo Matteucci, Marco Masseroli, Marco J. Morelli:
Modeling Gene Transcriptional Regulation by Means of Hyperplanes Genetic Clustering. 1-8 - Samrat Dutta, Swagat Kumar, Laxmidhar Behera:
Learning Stable Movement Primitives by Finding a Suitable Fuzzy Lyapunov Function from Kinesthetic Demonstrations. 1-8 - Amit K. Shukla, Sandeep Kumar, Rishi Jagdev, Pranab K. Muhuri, Q. M. Danish Lohani:
Interval Type-2 Fuzzy weighted Extreme Learning Machine for GDP Prediction. 1-8 - Gianlucca L. Zuin, Luiz Chaimowicz, Adriano Veloso:
Learning Transferable Features For Open-Domain Question Answering. 1-8 - Miguel D. de S. Wanderley, Ricardo B. C. Prudêncio:
Transferring Knowledge From Texts to Images by Combining Deep Semantic Feature Descriptors. 1-7 - Ying Ying Liu, Parimala Thulasiraman, Ruppa K. Thulasiram:
A Self Fixing Intelligent Ant Clustering Algorithm For Graphs. 1-8 - Diego O. Dantas, Sergio R. Barros dos Santos, Fabio A. M. Cappabianco, Areolino de Almeida Neto:
Design of Automated Construction System for Modular Structures based on Parameterized Learning Automata. 1-8 - Pallabi Saikia, Prateek Vij, Rashmi Dutta Baruah:
Unsupervised Pre-training on Improving the Performance of Neural Network in Regression. 1-6 - Alexandra Vieira, Bernardete Ribeiro, Heloisa Sobral, A. Paulo Coimbra, Manuel M. Crisóstomo, João Paulo Ferreira, Tao Liu:
Dynamic Human Gait VGRF Reference Profile Generation via Extreme Learning Machine. 1-7 - Bin Wang, Zheng Yan, Jie Lu, Guangquan Zhang, Tianrui Li:
Explore Uncertainty in Residual Networks for Crowds Flow Prediction. 1-7 - Hung The Nguyen, Matthew Garratt, Hussein A. Abbass:
Apprenticeship Bootstrapping. 1-8 - Daniel S. Levine, Kay-Yut Chen:
Neural Network Modeling of Gist and Verbatim in Business Decision Making. 1-8 - Zezhi Sui, Zhiqiang Pu, Jianqiang Yi, Xiangmin Tan:
Path Planning of Multiagent Constrained Formation through Deep Reinforcement Learning. 1-8 - Gustavo Hernandez-Mejia, Esteban A. Hernández-Vargas, Alma Y. Alanis, Nancy Arana-Daniel:
Recurrent High Order Neural Networks Identification for Infectious Diseases. 1-7 - Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Emre Aksu:
Clustering and Unsupervised Anomaly Detection with l2 Normalized Deep Auto-Encoder Representations. 1-6 - Tanaya Chaudhuri, Deqing Zhai, Yeng Chai Soh, Hua Li, Lihua Xie, Xianhua Ou:
Convolutional Neural Network and Kernel Methods for Occupant Thermal State Detection using Wearable Technology. 1-8 - Abhijit Das, Abira Sengupta, Muhammad Saqib, Umapada Pal, Michael Blumenstein:
More Realistic and Efficient Face-Based Mobile Authentication using CNNs. 1-8 - Hao Yu, Zhaoning Zhang, Zheng Qin, Hao Wu, Dongsheng Li, Jun Zhao, Xicheng Lu:
Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors. 1-8 - Arren Matthew C. Antioquia, Arnulfo P. Azcarraga:
A Two-Stage Feature Selection Algorithm Based on Redundancy and Relevance. 1-8 - Djallel Bouneffouf:
Eigenspectrum Shape Based Nyström Sampling. 1-6 - Rory Donovan, Xiao-Hua Yu:
Motor Imagery Classification Using TSK Fuzzy Inference Neural Networks. 1-6 - Ildefons Magrans de Abril, Ryota Kanai:
Curiosity-Driven Reinforcement Learning with Homeostatic Regulation. 1-6 - Jiaxing Liu, Guoping Zhao:
A bio-inspired SOSNN model for object recognition. 1-8 - Yanfei Zhang, Rohitash Chandra, Junbin Gao:
Cyclone Track Prediction with Matrix Neural Networks. 1-8 - Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro:
Accelerated Block Coordinate Descent for Sparse Group Lasso. 1-8 - Leonardo Afonso Amorim, Mateus F. Freitas, Altino Dantas, Eduardo Faria de Souza, Celso G. Camilo-Junior, Wellington S. Martins:
A New Word Embedding Approach to Evaluate Potential Fixes for Automated Program Repair. 1-8 - Ming Li, Rui Xi, Mengshu Hou:
Generate Novel Image Styles using Weighted Hybrid Generative Adversarial Nets. 1-8 - Tiago Colliri, Donghong Ji, Heng Pan, Liang Zhao:
A Network-Based High Level Data Classification Technique. 1-8 - Xiuying Wang, Changliang Li, Bo Xu:
Hierarchical Tree Long Short-Term Memory for Sentence Representations. 1-6 - Sasa Janjic, Parimala Thulasiraman, Neil D. B. Bruce:
Redundancy in Convolutional Neural Networks: Insights on Model Compression and Structure. 1-8 - Carolina Medeiros Carvalho, Flávio Luiz Seixas, Débora C. Muchaluat-Saade, Aura Conci, Yolanda Boechat, Jerson Laks:
A System for Aiding Diagnosis of Alzheimer's Disease and Related Disorders with an Adaptable Decision Model. 1-8 - Ziru Wang, Yongqiang Ma, Zhiwei Dong, Nanning Zheng, Pengju Ren:
Spiking Locality-Sensitive Hash: Spiking Computation with Phase Encoding Method. 1-7 - Chengqiang Huang, Yulei Wu, Geyong Min, Yiming Ying:
Kernelized Convex Hull Approximation and its Applications in Data Description Tasks. 1-8 - Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne:
Symbols Classification in Engineering Drawings. 1-8 - Hiram Ponce, Guillermo Gonzalez-Mora, María de Lourdes Martínez-Villaseñor:
A Reinforcement Learning Method for Continuous Domains Using Artificial Hydrocarbon Networks. 1-6 - Mayank Sharma, Sumit Soman, Jayadeva, Himanshu Pant:
Non-Mercer Large Scale Multiclass Least Squares Minimal Complexity Machines. 1-8 - Raphael C. Brito, Hansenclever de F. Bassani:
Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation. 1-8 - Tadeusz Szuba:
Formal and computational model of Adam Smith's Invisible Hand. 1-8 - Margherita Gasparini, Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli:
Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback. 1-8 - Rafael A. Berri, Fernando Santos Osório:
A 3D vision system for detecting use of mobile phones while driving. 1-8 - Jacob Reinier Maat, Nikos Gianniotis, Pavlos Protopapas:
Efficient Optimization of Echo State Networks for Time Series Datasets. 1-7 - Joao Felipe Guedes da Silva, Natanael Nunes de Moura Junior, Luiz Pereira Calôba:
Effects of Data Sparsity on Recommender Systems based on Collaborative Filtering. 1-8 - Brendan Abraham, Abhijith Mandya, Rohan Bapat, Fatma Alali, Don E. Brown, Malathi Veeraraghavan:
A Comparison of Machine Learning Approaches to Detect Botnet Traffic. 1-8 - Iago C. Chaves, Manoel Rui P. de Paula, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado:
Hard Disk Drive Failure Prediction Method Based On A Bayesian Network. 1-7 - Ricardo T. A. de Oliveira, Thaize Fernandes O. de Assis, Paulo Renato A. Firmino, Tiago A. E. Ferreira, Adriano L. I. Oliveira:
Aggregation of Time Series Forecasts via Cacoullos Copula. 1-7 - Pablo V. A. Barros, Nikhil Churamani, Egor Lakomkin, Henrique Siqueira, Alexander Sutherland, Stefan Wermter:
The OMG-Emotion Behavior Dataset. 1-7 - Danilo Coura Moreira, Joseana Macêdo Fechine:
A Machine Learning-based Forensic Discriminator of Pornographic and Bikini Images. 1-8 - Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
Distance Matrix Pre-Caching and Distributed Computation of Internal Validation Indices in k-medoids Clustering. 1-8 - Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Damien Rontani, Marc Haelterman, Serge Massar:
Spying on chaos-based cryptosystems with reservoir computing. 1-7 - Joseph K. P. Tsoi, Nitish D. Patel, Akshya K. Swain:
Grey-Box Neural Network System Identification with Transfer Learning on Ball and Beam System. 1-8 - Amirhossein Tavanaei, Zachary Kirby, Anthony S. Maida:
Training Spiking ConvNets by STDP and Gradient Descent. 1-8 - Mina Rezaei, Haojin Yang, Christoph Meinel:
Instance Tumor Segmentation using Multitask Convolutional Neural Network. 1-8 - Jiwei Wang, Yiqiang Chen, Yang Gu, Yunlong Xiao, Haonan Pan:
SensoryGANs: An Effective Generative Adversarial Framework for Sensor-based Human Activity Recognition. 1-8 - Diana Haidar, Mohamed Medhat Gaber:
Adaptive One-Class Ensemble-based Anomaly Detection: An Application to Insider Threats. 1-9 - Xuexin Qu, Xin Wang, Zihan Wang, Lei Wang, Lingchen Zhang:
Perceptual-DualGAN: Perceptual Losses for Image to Image Translation with Generative Adversarial Nets. 1-8 - Zhenyu Zhang, Juan Yang:
Dual Learning based Multi-Objective Pairwise Ranking. 1-7 - Youcai Zhang, Xiaodong Gu:
Cross-modal Metric Learning with Graph Embedding. 1-7 - Mohamed Ibn Khedher, Houda Jmila, Mounim A. El-Yacoubi:
Fusion of Interest Point/Image based descriptors for efficient person re-identification. 1-7 - Haotian Chang, Jing Feng, Chaofan Duan, Zhikang Xu, Min Yin:
Research of Recharging Scheduling Scheme for Wireless Sensor Networks Based on Cuckoo Search. 1-7 - Laura Rodriguez Carlos-Roca, Isabelle Hupont Torres, Carles Fernández Tena:
Facial recognition application for border control. 1-7 - Renato C. Duarte, Marvin Uhlmann, Dick den van Broek, Hartmut Fitz, Karl Magnus Petersson, Abigail Morrison:
Encoding symbolic sequences with spiking neural reservoirs. 1-8 - Enrico De Santis, Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
Dissimilarity Space Representations and Automatic Feature Selection for Protein Function Prediction. 1-8 - Chuanqi Tan, Fuchun Sun, Wenchang Zhang, Tao Kong, Chao Yang, Xinyu Zhang:
Adaptive Adversarial Transfer Learning for Electroencephalography Classification. 1-8 - Ricardo Faia, Fernando Lezama, João P. Soares, Zita A. Vale, Tiago Pinto, Juan Manuel Corchado:
Differential Evolution Aplication in Portfolio optimization for Electricity Markets. 1-8 - Yaohua Liu, Yimin Zhou, Xiang Li:
Attitude Estimation of Unmanned Aerial Vehicle Based on LSTM Neural Network. 1-6 - João Paulo Aires, Juarez Monteiro, Roger Granada, Felipe Meneguzzi:
Norm Conflict Identification using Vector Space Offsets. 1-8 - Fernando Dione S. Lima, Francisco Lucas Falcao Pereira, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado:
Remaining Useful Life Estimation of Hard Disk Drives based on Deep Neural Networks. 1-7 - Yifeng Liu, Xiaoming Tao, Ailing Xiao:
THU Face Database for Real-Time Automatic Video Scoring Model. 112-116 - Farzaneh Sheikhnezhad Fard, Thomas Trappenberg:
Mixing Habits and Planning for Multi-Step Target Reaching Using Arbitrated Predictive Actor-Critic. 1-8 - Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Ibrahim Almakky:
Deep Learning for Illumination Invariant Facial Expression Recognition. 1-6 - Leandro L. Tavares, Renato Moraes Silva, Tiago A. Almeida:
Towards Automatically Creating Large Labeled Datasets for Training Question Domain Classifiers. 1-8 - Wenlu Yang, Maria Rifqi, Christophe Marsala, Andréa Pinna:
Physiological-Based Emotion Detection and Recognition in a Video Game Context. 1-8 - Juliana Rodrigueiro C. P. de Oliveira, Roseli Aparecida Francelin Romero:
Transfer Learning Based Model for Classification of Cocoa Pods. 1-6 - Vincent Vigneron, Leonardo Tomazeli Duarte:
Rank-order principal components. A separation algorithm for ordinal data exploration. 1-6 - Karliane M. Ovidio Vale, Anne Magály de Paula Canuto, Araken de Medeiros Santos, Flavius da Luz e Gorgônio, Alan de M. Tavares, Arthur C. Gorgônio, Cainan T. Alves:
Automatic Adjustment of Confidence Values in Self-training Semi-supervised Method. 1-8 - Antonino Capillo, Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
Energy Transduction Optimization of a Wave Energy Converter by Evolutionary Algorithms. 1-8 - Francesco Calivá, Fabio De Sousa Ribeiro, Antonios Mylonakis, Christophe Demazière, Paolo Vinai, Georgios Leontidis, Stefanos D. Kollias:
A Deep Learning Approach to Anomaly Detection in Nuclear Reactors. 1-8 - Megha Gupta, Angshul Majumdar:
Robust Supervised Sparse Coding for Non-Intrusive Load Monitoring. 1-6 - De Guo, Meng Chen, Xiaohui Yu, Yang Liu:
Short-term Traffic Flow Forecasting Using Transfer Ratio and Road Similarity. 1-7 - Herberth Birck Fröhlich, Analucia Vieira Fantin, Bernardo Cassimiro Fonseca de Oliveira, Daniel Pedro Willemann, Lucas Arrigoni Iervolino, Mauro Eduardo Benedet, Armando Albertazzi Gonçalves Júnior:
Defect classification in shearography images using convolutional neural networks. 1-7 - Aria Jozi, Tiago Pinto, Isabel Praça, Zita A. Vale, João P. Soares:
Day ahead electricity consumption forecasting with MOGUL learning model. 1-6 - Barna Zajzon, Renato C. Duarte, Abigail Morrison:
Transferring State Representations in Hierarchical Spiking Neural Networks. 1-9 - Qikui Zhu, Bo Du, Jia Wu, Pingkun Yan:
A Deep Learning Health Data Analysis Approach: Automatic 3D Prostate MR Segmentation with Densely-Connected Volumetric ConvNets. 1-6 - Diego Renan Bruno, Norian Marranghello, Fernando Santos Osório, Aledir Silveira Pereira:
Neurogenetic algorithm applied to Route Planning for Autonomous Mobile Robots. 1-8 - Yaoming Cai, Zhihua Cai, Meng Zeng, Xiaobo Liu, Jia Wu, Guangjun Wang:
A Novel Deep Learning Approach: Stacked Evolutionary Auto-encoder. 1-8 - Wemerson Marinho, Luis Martí, Nayat Sánchez-Pi:
A Compact Encoding for Efficient Character-level Deep Text Classification. 1-8 - Alessandro G. Di Nuovo:
Long-Short Term Memory Networks for Modelling Embodied Mathematical Cognition in Robots. 1-7 - Yang Liu, Long Cheng:
Spiking-Neural-Network Based Fugl-Meyer Hand Gesture Recognition For Wearable Hand Rehabilitation Robot. 1-6 - Wenkai Chang, Guodong Yang, Zhengxing Wu, Zize Liang:
Learning Insulators Segmentation from Synthetic Samples*. 1-7 - Mahmood R. Azimi-Sadjadi, Yinghui Zhao, Sassan Sheedvash:
Incremental Dictionary Learning With Sparsity. 1-6 - Marcin Orchel:
Knowledge-Uncertainty Axiomatized Framework with Support Vector Machines for Sparse Hyperparameter Optimization. 1-8 - Mauro Giampieri, Enrico De Santis, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
A Supervised Classification System based on Evolutive Multi-Agent Clustering for Smart Grids Faults Prediction. 1-8 - Suman Deb, Tarun Vatwani, Anupam Chattopadhyay, Arindam Basu, Xuanyao Fong:
Domain Wall Motion-based XOR-like Activation Unit With A Programmable Threshold. 1-8 - Bin Yu, Jie Pan, Jiaming Hu, Anderson C. A. Nascimento, Martine De Cock:
Character Level based Detection of DGA Domain Names. 1-8 - Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar:
Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals. 1-8 - Catherine D. Schuman, Grant Bruer, Aaron R. Young, Mark E. Dean, James S. Plank:
Understanding Selection And Diversity For Evolution Of Spiking Recurrent Neural Networks. 1-8 - Aron A. Martins Lima, Rafael M. Araujo, Fabio A. Guidotti dos Santos, Victor H. Yoshizumi, Fabio K. H. de Barros, Danilo H. Spatti, Luisa H. B. Liboni, Maria Eugenia Dajer:
Classification of Hand Movements from EMG Signals using Optimized MLP. 1-7 - Naoya Sogi, Taku Nakayama, Kazuhiro Fukui:
A Method Based on Convex Cone Model for Image-Set Classification With CNN Features. 1-8 - Miloslav Torda, Igor Farkas:
Evaluation of Information-Theoretic Measures in Echo State Networks on the Edge of Stability. 1-6 - Hussain Mohammed Dipu Kabir, Abbas Khosravi, Mohammad Anwar Hosen, Saeid Nahavandi:
Partial Adversarial Training for Prediction Interval. 1-6 - Rodrigo Ferreira Berriel, Lucas Tabelini Torres, Vinicius B. Cardoso, Ranik Guidolini, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition. 1-8 - Junxuan Li, Shaodi You, Antonio Robles-Kelly:
A Frequency Domain Neural Network for Fast Image Super-resolution. 1-8 - Rui Dai, Lefei Li, Wenjian Yu:
Fast Training and Model Compression of Gated RNNs via Singular Value Decomposition. 1-7 - Wei Yang, Wei Wang, Yang Gao, Zhanpeng Jin:
An Embedded Tracking System with Neural Network Accelerator. 1-7 - Nikhil Churamani, Pablo V. A. Barros, Erik Strahl, Stefan Wermter:
Learning Empathy-Driven Emotion Expressions using Affective Modulations. 1-8 - Jeremias Barbosa Machado, Sidney Givigi:
Impulse Response Modeling of Dynamical Systemswith Convolutional Neural Networks. 1-8 - Amirhossein Tavanaei, Raju Gottumukkala, Anthony S. Maida, Vijay V. Raghavan:
Unsupervised Learning to Rank Aggregation using Parameterized Function Optimization. 1-8 - Marek Herde, Daniel Kottke, Adrian Calma, Maarten Bieshaar, Stephan Deist, Bernhard Sick:
Active Sorting - An Efficient Training of a Sorting Robot with Active Learning Techniques. 1-8 - Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.:
Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers. 1-8 - Carlos A. S. Assis, Adriano C. M. Pereira, Eduardo G. Carrano, Rafael Ramos, Wanderson Dias:
Restricted Boltzmann Machines for the Prediction of Trends in Financial Time Series. 1-8 - Valmiro Ribeiro da Silva, Márjory Cristiany Da Costa Abreu:
An empirical biometric-based study for user identification with different neural networks in the online game League of Legends. 1-6 - Vitor Cirilo Araujo Santos, Leandro Corrêa, Bianchi Serique Meiguins, Guilherme Oliveira, Ronnie Alves:
Metagenomics-based signature clustering and interactive visualization analysis. 1-8 - Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos Nascimento Silla Jr.:
Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. 1-8 - Leandro Anghinoni, Liang Zhao, Qiusheng Zheng, Junbo Zhang:
Time Series Trend Detection and Forecasting Using Complex Network Topology Analysis. 1-7 - Qilai Zhang, Jianhua Dai:
Cluster Structure Preserving Based on Dictionary Pair for Unsupervised Feature Selection. 1-8 - Takashi Matsubara, Ryosuke Tachibana, Kuniaki Uehara:
Anomaly Machine Component Detection by Deep Generative Model with Unregularized Score. 1-8 - Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva:
Quantum Perceptron with Dynamic Internal Memory. 1-8 - José Antonio Becerra, Richard J. Duro, Juan Monroy:
A Redescriptive Approach to Autonomous Perceptual Classification in Robotic Cognitive Architectures. 1-8 - Xuan Liu, Xiaoguang Wang, Stan Matwin:
Interpretable Deep Convolutional Neural Networks via Meta-learning. 1-9 - Robson Antonio do Prado, Felipe da Rocha Henriques, Diego Barreto Haddad:
Sparsity-Aware Distributed Adaptive Filtering Algorithms for Nonlinear System Identification. 1-8 - Marcio Rubbo, Leandro Augusto da Silva:
Prototype Selection Using Self-Organizing-Maps and Entropy for Overlapped Classes and Imbalanced Data. 1-8 - Yu Miao, Huajin Tang, Gang Pan:
A Supervised Multi-Spike Learning Algorithm for Spiking Neural Networks. 1-7 - Adrian Horzyk, Janusz A. Starzyk:
Multi-Class and Multi-Label Classification Using Associative Pulsing Neural Networks. 1-8 - Diego B. Haddad, Laura S. de Assis, Luís Tarrataca, Andrea da S. Gomes, Marcos Bacis Ceddia, Rosane F. Oliveira, Jurair R. de P. Junior, Diego N. Brandão:
Brazilian Soil Bulk Density Prediction Based on a Committee of Neural Regressors. 1-8 - Luiza Mici, German Ignacio Parisi, Stefan Wermter:
Recognition and Prediction of Human-Object Interactions with a Self-Organizing Architecture. 1-8 - M. Pérez-Ortiz, Pedro Antonio Gutiérrez, Peter Tiño, Carlos Casanova-Mateo, Sancho Salcedo-Sanz:
A mixture of experts model for predicting persistent weather patterns. 1-8 - Siyuan Chen, Chao Peng, Linsen Cai, Lanying Guo:
A Deep Neural Network Model for Target-based Sentiment Analysis. 1-7 - Tomas Kuzma, Igor Farkas:
Computational Analysis of Learned Representations in Deep Neural Network Classifiers. 1-8 - Bruno Almeida Pimentel, André C. P. L. F. de Carvalho:
Statistical versus Distance-Based Meta-Features for Clustering Algorithm recommendation Using Meta-Learning. 1-8 - Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani, Basarab Matei:
Collaborative Multi-View Attributed Networks Mining. 1-8 - Gary Wong, Anuraganand Sharma, Rohitash Chandra:
Information Collection Strategies In Memetic Cooperative Neuroevolution For Time Series Prediction. 1-6 - Kun Shao, Dongbin Zhao, Yuanheng Zhu, Qichao Zhang:
Visual Navigation with Actor-Critic Deep Reinforcement Learning. 1-6 - Vincenzo Randazzo, Giansalvo Cirrincione, Gabriele Ciravegna, Eros Pasero:
Nonstationary topological learning with bridges and convex polytopes: the G-EXIN neural network. 1-6 - Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu:
Mining Port Congestion Indicators from Big AIS Data. 1-8 - Sohini Roychowdhury, Minming Zhao, Andreas Wallin, Niklas Ohlsson, Mats Jonasson:
Machine Learning Models for Road Surface and Friction Estimation using Front-Camera Images. 1-8 - Kelly J. Gurubel, Edgar N. Sánchez, Alberto Coronado-Mendoza, Virgilio Zúñiga, Belkis Sulbaran:
Optimal Neural Control of A Two Stages Anaerobic Digestion Model for Biofuels Production. 1-7 - Chun Wai Chiu, Leandro L. Minku:
Diversity-Based Pool of Models for Dealing with Recurring Concepts. 1-8 - Wei Wang, Yang Gao, Zhanpeng Jin:
Interpretive Reservoir: A Preliminary Study on The Association Between Artificial Neural Network and Biological Neural Network. 1-8 - Dazi Li, Tianjiao Kang, Jinglu Hu, Min Han, Qibing Jin:
Quasi-Linear Recurrent Neural Network based Identification and Predictive Control. 1-6 - Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Horst-Michael Groß:
TumorEncode - Deep Convolutional Autoencoder for Computed Tomography Tumor Treatment Assessment. 1-8 - Nicholas Buhagiar, Bahram Zahir Azami, Abdolreza Abhari:
Using Deep Learning to Recommend Discussion Threads to Users in an Online Forum. 1-8 - L. Wesley Passos, Gabriel M. Araujo, Amaro A. de Lima, Felipe M. Lopes Ribeiro, Eduardo A. B. da Silva:
Eye Detection Using Ensemble of Weak Classifiers Based on Correlation Filter. 1-6 - Jianhui Zhao, Xinyu Newman Zhang, Hongbo Gao, Jialun Yin, Mo Zhou, Chuanqi Tan:
Object Detection Based on Hierarchical Multi-view Proposal Network for Autonomous Driving. 1-6 - Y. Yuliana Rios, Julio Alberto García-Rodríguez, Oscar D. Sánchez, Edgar N. Sánchez, Alma Y. Alanis, Eduardo Ruiz-Velázquez, Nancy Arana-Daniel:
Inverse Optimal Control Using A Neural Multi-Step Predictor For T1DM Treatment. 1-8 - Valéry Covachev, Zlatinka Covacheva:
Existence of Periodic Solutions for the Discrete-Time Counterpart of a Complex-Valued Hopfield Neural Network with Time-Varying Delays and Impulses. 1-8 - Danillo Roberto Pereira, Pedro Pedrosa Rebouças Filho, Gustavo Henrique de Rosa, João Paulo Papa, Victor Hugo C. de Albuquerque:
Stroke Lesion Detection Using Convolutional Neural Networks. 1-6 - Murilo Falleiros Lemos Schmitt, Eduardo Jaques Spinosa:
Outlier Detection on Semantic Space for Sentiment Analysis With Convolutional Neural Networks. 1-8 - Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah:
Hierarchical Laplacian Score for unsupervised feature selection. 1-7 - Shuva Paul, Zhen Ni:
A Study of Linear Programming and Reinforcement Learning for One-Shot Game in Smart Grid Security. 1-8 - Melissa Johnson, Sylvain Chartier:
Is There a Purpose to Network Redundancy? 1-8 - Feng Guo, Canghong Shi, Xiaojie Li, Jia He, Xi Wu:
Outlier Detection Based on the Data Structure. 1-6 - Ilaria Bortone, Gianpaolo Francesco Trotta, Giacomo Donato Cascarano, Paola Regina, Antonio Brunetti, Irio De Feudis, Domenico Buongiorno, Claudio Loconsole, Vitoantonio Bevilacqua:
A Supervised Approach to Classify the Status of Bone Mineral Density in Post-Menopausal Women through Static and Dynamic Baropodometry. 1-7 - Igor Rocha de Sousa, Rogerio Vieira de Oliveira Segundo, Cláudio Marques de Sá Medeiros, Elias Teodoro Silva:
Estimation of global solar irradiance with LDR sensor and artificial neural network embedded in an 8-bit microcontroller. 1-8 - Jing Ma, Edmund M.-K. Lai, WenWang Pang:
CS-CL: A Flocking Model That Incorporates The Bio-inspired Chorus-Line Effect. 1-6 - Manuel R. Vargas, Carlos E. M. dos Anjos, Gustavo L. G. Bichara, Alexandre G. Evsukoff:
Deep Leaming for Stock Market Prediction Using Technical Indicators and Financial News Articles. 1-8 - Ibrahim Hossain, Abbas Khosravi, Imali Hettiarachchi, Saeid Nahavandi:
Percentile range around the mean of center distance based informative transfer for motor imagery Brain-Computer Interface. 1-6 - Zhiqiang Wan, Hepeng Li, Haibo He:
Residential Energy Management with Deep Reinforcement Learning. 1-7 - Hugo Rosa, David Martins de Matos, Ricardo Ribeiro, Luísa Coheur, João Paulo Carvalho:
A "Deeper" Look at Detecting Cyberbullying in Social Networks. 1-8 - He Li, Wei-Long Zheng, Bao-Liang Lu:
Multimodal Vigilance Estimation with Adversarial Domain Adaptation Networks. 1-6 - Andros Tjandra, Sakriani Sakti, Satoshi Nakamura:
Tensor Decomposition for Compressing Recurrent Neural Network. 1-8 - Deqing Zhai, Tanaya Chaudhuri, Yeng Chai Soh, Xianhua Ou, Chaoyang Jiang:
Improvement of Energy Efficiency of Markov ACMV Systems based on PTS Information of Occupants. 1-7 - Peter Andras:
Random Projection Neural Network Approximation. 1-8 - Milla S. A. Ferro, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho:
Non-negative Structured Pyramidal Neural Network for Pattern Recognition. 1-7 - Douglas W. F. L. Vilela, Anna Diva P. Lotufo, Carlos R. Santos-Junior:
Fuzzy ARTMAP Neural Network IDS Evaluation applied for real IEEE 802.11w data base. 1-7 - Timoleon Moraitis, Abu Sebastian, Evangelos Eleftheriou:
Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale Learning. 1-8 - Yulong Wang, Wei Yang, Haoxin Zhang:
Deep Learning Single Logo Recognition with Data Enhancement by Shape Context. 1-7 - Jessica S. Rahman, Jinyan Li, Juanying Xie, Shoshana Fogelman, Michael Blumenstein:
Connectivity Based Method for Clustering Microbial Communities from Metagenomics Data of Water and Soil Samples. 1-8 - Matheus B. Moura, Daniel C. Vidal, Carla Schueler, Leni J. de Matos, Tadeu N. Ferreira:
Outdoor-To-Indoor Power Prediction for 768 MHZ Wireless Mobile Transmission Using Multilayer Perceptron. 1-7 - Xiuying Wang, Changliang Li, Zhijun Zheng, Bo Xu:
Paraphrase Recognition via Combination of Neural Classifier and Keywords. 1-8 - Jeovane Honório Alves, Pedro Martins Moreira Neto, Lucas F. Oliveira:
Extracting Lungs from CT Images Using Fully Convolutional Networks. 1-8 - Michael Traynor, Thomas Trappenberg:
Words Are Not Temporal Sequences of Characters. 1-6 - Lei Xing, Yunqi Mi, Yuanhao Li, Badong Chen:
Robust Locality Preserving Projection Based on Kernel Risk-Sensitive Loss. 1-7 - Zigui Jiang, Rongheng Lin, Fangchun Yang:
Mining Daily Canonical Correlations among Multivariable Electricity, Gas and Climate Data. 1-8 - Xing Chen, Xiang Zhang, Huibin Tan, Long Lan, Zhigang Luo, Xuhui Huang:
Multi-granularity Hierarchical Attention Siamese Network for Visual Tracking. 1-8 - Anfeng Cheng, Chun-Yi Liu, Chuan Zhou, Jianlong Tan, Li Guo:
User Alignment via Structural Interaction and Propagation. 1-8 - Adriano S. Koshiyama, Nick Firoozye, Philip C. Treleaven:
Mid-Curve Recommendation System: a Stacking Approach Through Neural Networks. 1-8 - Xueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng:
Background Subtraction on Depth Videos with Convolutional Neural Networks. 1-7 - Zheng Wang, Irena Koprinska, Alicia Troncoso, Francisco Martínez-Álvarez:
Static and Dynamic Ensembles of Neural Networks for Solar Power Forecasting. 1-8 - Gustavo José de Sousa, Daniel Carlos Guimarães Pedronette, Alexandro Baldassin, Pedro Ivo Monteiro Privatto, M. Gaseta, Ivan Rizzo Guilherme, Danilo Colombo, Luis Claudio Sugi Afonso, João P. Papa:
Pattern Analysis in Drilling Reports using Optimum-Path Forest. 1-8 - Andre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Segmentation-Free Approaches For Handwritten Numeral String Recognition. 1-8 - Yang Ning, Yang Huang, Jinyang Li, Qi Liu, Disheng Yang, Wei Zheng, Hengchang Liu:
ST-DRN: Deep Residual Networks for Spatio-Temporal Metro Stations Crowd Flows Forecast. 1-8 - Alex Norta:
Self-Aware Smart Contracts with Legal Relevance. 1-8 - Gabriel Dusil, Dalibor Cerny:
The Next Evolution in Funding Innovation. 1-4 - Francisco Cruz, German Ignacio Parisi, Stefan Wermter:
Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning. 1-8 - Wei-Teng Weng, Daw-Tung Lin:
Crowd Density Estimation Based on a Modified Multicolumn Convolutional Neural Network. 1-7 - Mingyang Geng, Yiying Li, Bo Ding, Huaimin Wang:
Deep Learning-based Cooperative Trail Following for Multi-Robot System. 1-8 - Ying Ma, José C. Príncipe:
Comparison of Static Neural Network with External Memory and RNNs for Deterministic Context Free Language Learning. 1-7 - Lyes Khacef, Nassim Abderrahmane, Benoît Miramond:
Confronting machine-learning with neuroscience for neuromorphic architectures design. 1-8 - Alaa El Khatib, Shimeng Huang, Ali Ghodsi, Fakhri Karray:
Nonnegative Matrix Factorization Using Autoencoders And Exponentiated Gradient Descent. 1-8 - José M. Quero, Pablo J. Quero:
Stochastic Neural Interface with Selective Synapse. 1-6 - Chao Chen, Boyuan Jiang, Xinyu Jin:
Parameter Transfer Extreme Learning Machine based on Projective Model. 1-8 - Mohamed Elleuch, Adel M. Alimi, Monji Kherallah:
Enhancement of Deep Architecture using Dropout/ DropConnect Techniques Applied for AHR System. 1-6 - Miaomiao Wu, Yun Li:
Adversarial mRMR against Evasion Attacks. 1-6 - Ricardo Cerri, Rafael Gomes Mantovani, Márcio P. Basgalupp, André C. P. L. F. de Carvalho:
Multi-label Feature Selection Techniques for Hierarchical Multi-label Protein Function Prediction. 1-7 - Rim Haidar, Stephen McCloskey, Irena Koprinska, Bryn Jeffries:
Convolutional Neural Networks on Multiple Respiratory Channels to Detect Hypopnea and Obstructive Apnea Events. 1-7 - Changhao Zhang, Yu Guo, Fei Wang, Badong Chen:
Generalized Maximum Correntropy-Based Echo State Network for Robust Nonlinear System Identification. 1-6 - Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
An ANFIS Based System Identification Procedure for Modeling Electrochemical Cells. 1-8 - Chris Yakopcic, Tarek M. Taha:
Analysis and Design of Memristor Crossbar Based Neuromorphic Intrusion Detection Hardware. 1-7 - Cristóbal J. Nettle, Fabian Rubilar, María-José Escobar:
Coupling Robots Behavior by Introducing Reactive Motivational Orientations. 1-8 - Hongchao Lu, Zhidong Deng, Xiaolong Liu:
Semantic Image Segmentation Based on Attentions to Intra Scales and Inner Channels. 1-8 - Oliver Palumbo, Dimah Dera, Nidhal C. Bouaynaya, Hassan M. Fathallah-Shaykh:
Inverted Cone Convolutional Neural Network For Deboning MRIs. 1-6 - Shantanu Jain, Angshul Majumdar:
Doubly Label Consistent Autoencoder: Accounting User and Item Metadata in Recommender Systems. 1-8 - A. Ravishankar Rao, Daniel Clarke:
A comparison of models to predict medical procedure costs from open public healthcare data. 1-8 - Heitor Florencio, Adriao Doria Neto:
Probabilistic Inference of the Packet Delivery Ratio in Industrial Wireless Sensor Networks. 1-8 - Shunsuke Aoki, Seitaro Koyama, Toshimichi Saito:
Analysis and Implementation of Simple Dynamic Binary Neural Networks. 1-6 - Ali Pesaranghader, Herna L. Viktor, Eric Paquet:
McDiarmid Drift Detection Methods for Evolving Data Streams. 1-9 - Hui Song, Alex Kai Qin, Flora D. Salim:
Evolutionary Multi-objective Ensemble Learning for Multivariate Electricity Consumption Prediction. 1-8 - Anthony Strock, Nicolas P. Rougier, Xavier Hinaut:
A Simple Reservoir Model of Working Memory with Real Values. 1-8 - Shaghayegh Gomar, Majid Ahmadi:
Digital Realization of PSTDP and TSTDP Learning. 1-5 - Nicolás Cruz, Luis G. Marin, Doris Sáez:
Neural Network Prediction Interval Based on Joint Supervision. 1-8 - Renato F. Pereira, Cláudio M. S. Medeiros, Pedro Pedrosa Rebouças Filho:
Goat Leather Quality Classification Using Computer Vision and Machine Learning. 1-8 - Ivan Yu. Tyukin, Alexander N. Gorban, Danil V. Prokhorov, Stephen Green:
Efficiency of Shallow Cascades for Improving Deep Learning AI Systems. 1-8 - Seunghyun Yoo, Seungbae Kim, Joshua Joy, Mario Gerla:
Promoting Cooperative Strategies on Proof-of-Work Blockchain. 1-8 - Renjie Hu, Venous Roshdibenam, Hans J. Johnson, Emil Eirola, Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse:
ELM-SOM: A Continuous Self-Organizing Map for Visualization. 1-8 - Felipe N. Walmsley, George D. C. Cavalcanti, Dayvid V. R. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
An Ensemble Generation Method Based on Instance Hardness. 1-8 - Marcelo Borghetti Soares, Stefan Wermter:
Point Cloud Object Recognition using 3D Convolutional Neural Networks. 1-8 - Michele Valenti, Roberto Bonfigli, Emanuele Principi, Stefano Squartini:
Exploiting the Reactive Power in Deep Neural Models for Non-Intrusive Load Monitoring. 1-8 - Gustavo R. Lima, Carlos E. Mello, Geraldo Zimbrao:
A New Modeling for Item Ratings Using Landmarks. 1-8 - Edward W. Staley, Kapil D. Katyal, Philippe Burlina:
DRL Based Intelligent Joint Manipulator and Viewing Camera Control for Reaching Tasks and Environments with Obstacles and Occluders. 1-7 - Calin-Adrian Popa:
Deep Hybrid Real-Complex-Valued Convolutional Neural Networks for Image Classification. 1-6 - Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
Adaptive Learning Models Evaluation in Twitter's Timelines. 1-8 - Simone Disabato, Manuel Roveri:
Reducing the Computation Load of Convolutional Neural Networks through Gate Classification. 1-8 - Tinish Bhattacharya, Vivek Parmar, Manan Suri:
MASTISK: Simulation Framework For Design Exploration Of Neuromorphic Hardware. 1-9 - Yafu Xiao, Jing Li, Jun Chang, Yifei Zhou, Wenfan Zhang:
Correlation Filter Tracking with Multiscale Spatial View. 1-6 - Aedan G. K. Roberts, Daniel R. Catchpoole, Paul J. Kennedy:
Variance-based Feature Selection for Classification of Cancer Subtypes Using Gene Expression Data. 1-8 - Bhanu Teja Nalla, Teena Sharma, Nishchal K. Verma, S. R. Sahoo:
Image Dehazing for Object Recognition using Faster RCNN. 1-7 - André G. C. Pacheco, Renato A. Krohling:
An approach to improve online sequential extreme learning machines using restricted Boltzmann machines. 1-8 - Zhonghua Zhai, Jian Zhai:
Identity-preserving Conditional Generative Adversarial Network. 1-5 - Hai-Jun Rong, Changjun Li, Rong-Jing Bao, Badong Chen:
Incremental Adaptive EEG Classification of Motor Imagery-based BCI. 1-7 - Jinyan Li:
Version Space Completeness for Novel Hypothesis Induction in Biomedical Applications. 1-8 - Millaray Curilem, João Paulo Canário, Luis Franco, Ricardo Araújo Rios:
Using CNN To Classify Spectrograms of Seismic Events From Llaima Volcano (Chile). 1-8 - Xia Hong, Giuseppe Di Fatta, Hao Chen, Senlin Wang:
Sparse least squares support vector regression for nonstationary systems. 1-8 - Leticia V. N. Lapenda, Roberto H. W. Pinheiro, George D. C. Cavalcanti:
An empirical analysis of Combined Dissimilarity Spaces. 1-8 - Shubham Maheshwari, Angshul Majumdar:
Hierarchical Autoencoder for Collaborative Filtering. 1-7 - Yaran Chen, Dongbin Zhao, Haoran Li, Dong Li, Ping Guo:
A temporal-based deep learning method for multiple objects detection in autonomous driving. 1-6 - Luis Eduardo Boiko Ferreira, Jean Paul Barddal, Fabrício Enembreck, Heitor Murilo Gomes:
An Experimental Perspective on Sampling Methods for Imbalanced Learning From Financial Databases. 1-6 - Rick Wang, Amir-Hossein Karimi, Ali Ghodsi:
Distance Correlation Autoencoder. 1-8 - Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Efficient Learning of Data Distribution using Simultaneous Recurrent Belief Network. 1-6 - Claudio Loconsole, Giacomo Donato Cascarano, Antonio Lattarulo, Antonio Brunetti, Gianpaolo Francesco Trotta, Domenico Buongiorno, Ilaria Bortone, Irio De Feudis, Giacomo Losavio, Vitoantonio Bevilacqua, Eugenio Di Sciascio:
A comparison between ANN and SVM classifiers for Parkinson's disease by using a model-free computer-assisted handwriting analysis based on biometric signals. 1-8 - Leonardo Moreira, Christofer Dantas, Leonardo Oliveira, Jorge Soares, Eduardo S. Ogasawara:
On Evaluating Data Preprocessing Methods for Machine Learning Models for Flight Delays. 1-8 - Marta Amorim, Frederico Damasceno Bortoloti, Patrick Marques Ciarelli, Elias de Oliveira, Alberto Ferreira de Souza:
Analysing rotation-invariance of a log-polar transformation in convolutional neural networks. 1-6 - Xiaoning Han, Huaping Liu, Fuchun Sun, Dongfang Yang:
Active Object Detection Using Double DQN and Prioritized Experience Replay. 1-7 - Juarez Monteiro, Roger Granada, João Paulo Aires, Rodrigo C. Barros:
Evaluating the Feasibility of Deep Learning for Action Recognition in Small Datasets. 1-8 - Jiannan Zhao, Cheng Hu, Chun Zhang, Zhihua Wang, Shigang Yue:
A Bio-inspired Collision Detector for Small Quadcopter. 1-7 - Alexandre C. Barbosa, Thays A. Oliveira, Vitor Nazário Coelho:
Cryptocurrencies for Smart Territories: an exploratory study. 1-8 - Abdulrahman Altahhan:
TD(0)-Replay: An Efficient Model-Free Planning with full Replay. 1-7 - Igor N. Aizenberg, Alexander Gonzalez:
Image Recognition using MLMVN and Frequency Domain Features. 1-8 - Francisco Antunes, Bernardete Ribeiro, Francisco C. Pereira:
Active Learning for Input Space Exploration in Traffic Simulators. 1-8 - Pablo V. A. Barros, German Ignacio Parisi, Di Fu, Xun Liu, Stefan Wermter:
Expectation Learning and Crossmodal Modulation with a Deep Adversarial Network. 1-8 - Shuai Yu, Lei Shen, Pengcheng Zhu, Jiansong Chen:
ACJIS: A Novel Attentive Cross Approach For Joint Intent Detection And Slot Filling. 1-7 - Anurag Mishra, Charu Agarwal, Girija Chetty:
Lifting Wavelet Transform based Fast Watermarking of Video Summaries using Extreme Learning Machine. 1-7 - Beatrice Lazzerini, Francesco Pistolesi:
A Neural System for Faithful Color Reproduction in Industrial Printing Processes. 1-8 - Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
Supervised Approaches for Protein Function Prediction by Topological Data Analysis. 1-8 - Zhongfeng Liu, Yun Li, Wei Ji:
Differential Private Ensemble Feature Selection. 1-6 - Silvia Rossi, Roberto Capasso, Giovanni Acampora, Mariacarla Staffa:
A Multimodal Deep Learning Network for Group Activity Recognition. 1-6 - Zhe Qiu, Xiaodong Gu:
Multi ROI and Multi Map Networks for Accurate and Efficient Pedestrian Detection. 1-7 - Jian Hou, Aihua Zhang:
A Centerness Peak Based Clustering Algorithm. 1-6 - Zheng Qin, Zhaoning Zhang, Dongsheng Li, Yiming Zhang, Yuxing Peng:
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions. 1-8 - Lincong Luo, Liang Peng, Chen Wang, Zeng-Guang Hou, Weiqun Wang:
An Assist-as-Needed Controller for Robotic Rehabilitation Therapy Based on RBF Network. 1-7 - Chao Li, Yanfen Cheng, Hongxia Wang:
A Novel Document Classification Algorithm Based on Statistical Features and Attention Mechanism. 1-6 - Paulo Chagas, Rafael Daisuke Akiyama, Aruanda Simões Goncalves Meiguins, Carlos Gustavo Resque dos Santos, Filipe Saraiva, Bianchi Serique Meiguins, Jefferson Morais:
Evaluation of Convolutional Neural Network Architectures for Chart Image Classification. 1-8 - Asem Othman, John Callahan:
The Horcrux Protocol: A Method for Decentralized Biometric-based Self-sovereign Identity. 1-7 - Ziyu Liu, Alexander McClung, Henry Wing Fung Yeung, Yuk Ying Chung, Seid Miad Zandavi:
Top-Down Person Re-Identification With Siamese Convolutional Neural Networks. 1-8 - Erik Barrow, Mark Eastwood, Chrisina Jayne:
Deep CNNs with Rotational Filters for Rotation Invariant Character Recognition. 1-8 - Mark Nutter, Catherine H. Crawford, Jorge Ortiz:
Design of Novel Deep Learning Models for Real-time Human Activity Recognition with Mobile Phones. 1-8 - Marco Vannucci, Valentina Colla:
Self-Organizing-Maps Based Undersampling for the Classification of Unbalanced Datasets. 1-6 - Monika Sharma, Swati, Lovekesh Vig:
Automatic Chromosome Classification using Deep Attention Based Sequence Learning of Chromosome Bands. 1-8 - Eduardo Zarate Max, Ricardo Marcondes Marcacini, Edson Takashi Matsubara:
Improving Instance Selection via Metric Learning. 1-6 - Rohitash Chandra, Sally Cripps:
Bayesian Multi-task Learning for Dynamic Time Series Prediction. 1-8 - Philip J. Vance, Gautham P. Das, Sonya A. Coleman, Dermot Kerr, Emmett Kerr, Thomas Martin McGinnity:
Investigation into Sub-Receptive Fields of Retinal Ganglion Cells with Natural Images. 1-8 - Francisco N. C. de Araujo, Vinícius P. Machado, Antonio H. M. Soares, Rodrigo de Melo Souza Veras:
Automatic Cluster Labeling Based on Phylogram Analysis. 1-8 - Ting-Shuo Chou, Hirak Jyoti Kashyap, Jinwei Xing, Stanislav Listopad, Emily L. Rounds, Michael Beyeler, Nikil D. Dutt, Jeffrey L. Krichmar:
CARLsim 4: An Open Source Library for Large Scale, Biologically Detailed Spiking Neural Network Simulation using Heterogeneous Clusters. 1-8 - Wilson Silva, João Ribeiro Pinto, Jaime S. Cardoso:
A Uniform Performance Index for Ordinal Classification with Imbalanced Classes. 1-8 - Suane Pires P. da Silva, Raul Victor Medeiros da Nóbrega, Aldísio Gonçalves Medeiros, Leandro Bezerra Marinho, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho:
Localization of Mobile Robots with Topological Maps and Classification with Reject Option using Convolutional Neural Networks in Omnidirectional Images. 1-8 - Taha J. Alhindi, Shivam Kalra, Ka Hin Ng, Anika Afrin, Hamid R. Tizhoosh:
Comparing LBP, HOG and Deep Features for Classification of Histopathology Images. 1-7 - Yilong Yang, Qingfeng Wu, Ming Qiu, Yingdong Wang, Xiaowei Chen:
Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network. 1-7 - Fan Lei, Qiudan Li, Song Sun, Lei Wang, Daniel Dajun Zeng:
Catching Dynamic Heterogeneous User Data for Identity Linkage Learning. 1-8 - Marcos M. Raimundo, Fernando J. Von Zuben:
Investigating multiobjective methods in multitask classification. 1-9 - Manoel Alves de Almeida Neto, Roberta Andrade de Araújo Fagundes, Carmelo J. A. Bastos Filho:
Using Multi-objective Algorithms for Optimizing Support Vector Regression Parameters. 1-8 - Avelino Forechi, Thiago Oliveira-Santos, Claudine Badue, Alberto Ferreira de Souza:
Visual Global Localization with a Hybrid WNN-CNN Approach. 1-9 - Renyu Liu, Qingsheng Zhu:
A Network Anomaly Detection Algorithm based on Natural Neighborhood Graph. 1-7 - Yu-Dong Wu, Xiaoliang Xie, Gui-Bin Bian, Zeng-Guang Hou, Xiao-Ran Cheng, Sheng Chen, Shi-Qi Liu, Qiao-Li Wang:
Automatic Guidewire Tip Segmentation in 2D X-ray Fluoroscopy Using Convolution Neural Networks. 1-7 - Ruizhi Chen, Hong Ma, Shaolin Xie, Peng Guo, Pin Li, Donglin Wang:
Fast and Efficient Deep Sparse Multi-Strength Spiking Neural Networks with Dynamic Pruning. 1-8 - Dimitrios Kollias, Stefanos Zafeiriou:
Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm. 1-8 - Md. Zahangir Alom, Adam T. Moody, Naoya Maruyama, Brian C. Van Essen, Tarek M. Taha:
Effective Quantization Approaches for Recurrent Neural Networks. 1-8 - Ange Tato, Roger Nkambou, Aude Dufresne, Claude Frasson:
Semi-Supervised Multimodal Deep Learning Model for Polarity Detection in Arguments. 1-8 - Yongliang Yang, Xianzhong Chen, Yixin Yin, Donald C. Wunsch:
Off-Policy Integral Reinforcement Learning for Semi-Global Constrained Output Regulation of Continuous-Time Linear Systems. 1-6 - Edcarllos Santos, Puca Huachi Vaz Penna, Igor Machado Coelho, Heder Dorneles Soares, Luiz Satoru Ochi, Luidi Simonetti:
Logistics SLA optimization service for transportation in smart cities. 1-8 - Rahul Paul, Lawrence O. Hall, Dmitry B. Goldgof, Matthew B. Schabath, Robert J. Gillies:
Predicting Nodule Malignancy using a CNN Ensemble Approach. 1-8 - Menglong Lu, Dawei Feng, Linbo Qiao, Dawen Ding, Dongsheng Li:
Asynchronous Bundle Method for Large-Scale Regularized Risk Minimization. 1-8 - Denis Larrivee:
Global Dynamics and Local Synchrony: Therapeutic Prospects for Implant Learning Devices. 1-6 - Xiaomao Zhou, Cornelius Weber, Stefan Wermter:
A Self-organizing Method for Robot Navigation based on Learned Place and Head-Direction Cells. 1-8 - Tina Krigel, Benjamin Schütze, Jonathan Stoklas:
Legal, ethical and social impact on the use of computational intelligence based systems for land border crossings. 1-8 - Anurag Mishra, Khushwant Sehra, Girija Chetty:
Neuro Fuzzy Architecture for Gray Scale Image Watermarking using Fractal Dimensions. 1-8 - Qi He, Yao Lee, Dongmei Huang, Shengqi He, Wei Song, Yanling Du:
Multi-modal Remote Sensing Image Classification for Low Sample Size Data. 1-6 - Himanshu Pant, Sumit Soman, Jayadeva, Mayank Sharma:
Twin Neural Networks for Efficient EEG Signal Classification. 1-7 - Dino Ienco, Ruggero G. Pensa:
Semi-Supervised Clustering With Multiresolution Autoencoders. 1-8 - Huan Xu, Chong Zhang, Geok Soon Hong, Junhong Zhou, Jihoon Hong, Keng Soon Woon:
Gated Recurrent Units Based Neural Network For Tool Condition Monitoring. 1-7 - Johannes V. Lochter, Pedro R. Pires, Carlos Bossolani, Akebo Yamakami, Tiago A. Almeida:
Evaluating the impact of corpora used to train distributed text representation models for noisy and short texts. 1-8 - Farzan Majdani, Andrei Petrovski, Sergey Petrovski:
Generic Application of Deep Learning Framework for Real-Time Engineering Data Analysis. 1-8 - Raphael Abreu, Joel A. F. dos Santos, Eduardo Bezerra:
A Bimodal Learning Approach to Assist Multi-sensory Effects Synchronization. 1-8 - Nicolas Astorga, Pablo Huijse, Pablo A. Estévez, Francisco Förster:
Clustering of Astronomical Transient Candidates Using Deep Variational Embedding. 1-8 - Calin-Adrian Popa:
Complex-Valued Deep Boltzmann Machines. 1-8 - Xinxin Jiang, Shirui Pan, Jing Jiang, Guodong Long:
Cross-Domain Deep Learning Approach For Multiple Financial Market Prediction. 1-8 - Jonas Nordhaug Myhre:
Secant manifold constrained random projections -Improved cluster ensembles. 1-7 - Jin Ding, Yong-Zhi Sun, Ping Tan, Yong Ning:
Detecting Communities in Networks Using Competitive Hopfield Neural Network. 1-7 - Raphael V. Carneiro, Rafael Correia Nascimento, Ranik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza:
Mapping Road Lanes Using Laser Remission and Deep Neural Networks. 1-8 - Albert Franca Josua Costa, Regis Antonio Saraiva Albuquerque, Eulanda Miranda dos Santos:
A Drift Detection Method Based on Active Learning. 1-8 - Tongtong Zhao, Yuxiao Yan, Ibrahim Shehi Shehu, Xianping Fu:
Image Purification Networks: Real-time Style Transfer with Semantics through Feed-forward Synthesis. 1-7 - Parisa Rastin, Basarab Matei:
Prototype-based Clustering for Relational Data using Barycentric Coordinates. 1-8 - Muhammad Saqib, Sultan Daud Khan, Nabin Sharma, Michael Blumenstein:
Person Head Detection in Multiple Scales Using Deep Convolutional Neural Networks. 1-7 - Claudio Gallicchio, Alessio Micheli:
Why Layering in Recurrent Neural Networks? A DeepESN Survey. 1-8 - Mauro dos Santos de Arruda, Gabriel Spadon, José F. Rodrigues Jr., Wesley Nunes Gonçalves, Bruno Brandoli Machado:
Recognition of Endangered Pantanal Animal Species using Deep Learning Methods. 1-8 - Pamela Johnston, Eyad Elyan, Chrisina Jayne:
Spatial Effects of Video Compression on Classification in Convolutional Neural Networks. 1-8 - Erick Simas Grilo, Bruno Lopes:
Formalization and Certification of Software for Smart Cities. 1-8 - David Simões, Nuno Lau, Luís Paulo Reis:
Guided Deep Reinforcement Learning in the GeoFriends2 Environment. 1-7 - Huayue Cai, Xiang Zhang, Zhigang Luo, Xuhui Huang:
Box-constrained Discriminant Projective Non-negative Matrix Factorization through Augmented Lagrangian Multiplier Method. 1-8 - Vítor Lourenço, Paulo Mann, Artur Guimaraes, Aline Paes, Daniel de Oliveira:
Towards Safer (Smart) Cities: Discovering Urban Crime Patterns Using Logic-based Relational Machine Learning. 1-8 - Sam Slade, Li Zhang:
Topological Evolution of Spiking Neural Networks. 1-9 - Luiz Antonio de Oliveira Junior, Heitor R. Medeiros, David Macedo, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir:
SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image Segmentation. 1-6 - Tooba Faisal, Nicolas T. Courtois, Antoaneta Serguieva:
The Evolution of Embedding Metadata in Blockchain Transactions. 1-9 - Yangjie Qi, Raqibul Hasan, Tarek M. Taha:
Socrates-D 2.0: A Low Power High Throughput Architecture for Deep Network Training. 1-8 - Yen-Chang Hsu, Zheng Xu, Zsolt Kira, Jiawei Huang:
Learning to Cluster for Proposal-Free Instance Segmentation. 1-8 - Joohee Suh, Dean Frederick Hougen:
The Context-Aware Learning Model: experience-powered Logistic Regression Backpropagation (CALM-epLRB). 1-8 - Juan Pedro Dominguez-Morales, Qian Liu, Robert James, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Simon Davidson, Steve B. Furber:
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach. 1-8 - Leandro Maia Silva, Fabrício Vivas Andrade, Antônio Otávio Fernandes, Luiz Filipe Menezes Vieira:
Arithmetic Circuit Classification Using Convolutional Neural Networks. 1-7 - Ali Anaissi, Ali Braytee, Mohamad Naji:
Gaussian Kernel Parameter Optimization in One-Class Support Vector Machines. 1-8 - Siqi Xu, Jianhua Dai, Hong Shi:
Semi-supervised Feature Selection Based on Least Square Regression with Redundancy Minimization. 1-8 - Gilberto M. Xavier, José Manoel de Seixas:
Fault Detection and Diagnosis in a Chemical Process using Long Short-Term Memory Recurrent Neural Network. 1-8 - Yun Han, Sheng-Luen Chung, Arul-Murugan Ambikapathi, Jui-Shan Chan, Wei-You Lin, Shun-Feng Su:
Robust Human Action Recognition Using Global Spatial-Temporal Attention for Human Skeleton Data. 1-8 - Adamu Ali-Gombe, Eyad Elyan, Yann Savoye, Chrisina Jayne:
Few-shot Classifier GAN. 1-8 - Siddharth Dadhich, Fredrik Sandin, Ulf Bodin:
Predicting Bucket-Filling Control Actions of a Wheel-Loader Operator Using a Neural Network Ensemble. 1-6 - Joaquim L. Viegas, Nuno M. Cepeda, Susana M. Vieira:
Electricity fraud detection using committee semi-supervised learning. 1-6 - Phuoc Nguyen, Truyen Tran, Svetha Venkatesh:
Resset: A Recurrent Model for Sequence of Sets with Applications to Electronic Medical Records. 1-9 - Julio J. Valdés, Zachary Baird, Sreeraman Rajan, Miodrag Bolic:
Single Channel Continuous Wave Doppler Radar for Differentiating Types of Human Activity. 1-8 - James O'Shea, Keeley A. Crockett, Wasiq Khan, Philippos Kindynis, Athos Antoniades, Georgios Boultadakis:
Intelligent Deception Detection through Machine Based Interviewing. 1-8 - Mehmet Akçakaya, Steen Moeller, Sebastian Weingärtner, Kâmil Ugurbil:
Subject-Specific Convolutional Neural Networks for Accelerated Magnetic Resonance Imaging. 1-6 - Adrian Calma, Moritz Stolz, Daniel Kottke, Sven Tomforde, Bernhard Sick:
Active Learning With Realistic Data - A Case Study. 1-8 - Tong Yu, Meng Wang, Yanzhang Lv, Luguo Xue, Jun Liu:
Interpretative Topic Categorization Via Deep Multiple Instance Learning. 1-7 - Zejia Zheng, Xiang Wu, Juyang Weng:
Emergent Turing Machine as a General Purpose Approximator. 1-8 - Ranik Guidolini, Lucas G. Scart, Luan F. R. Jesus, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos:
Handling Pedestrians in Crosswalks Using Deep Neural Networks in the IARA Autonomous Car. 1-8 - Chunyang Liu, Ling Chen, Ivor W. Tsang, Hongzhi Yin:
Towards the Learning of Weighted Multi-label Associative Classifiers. 1-7 - Irena Koprinska, Dengsong Wu, Zheng Wang:
Convolutional Neural Networks for Energy Time Series Forecasting. 1-8 - Ruizhi Chen, Hong Ma, Peng Guo, Shaolin Xie, Pin Li, Donglin Wang:
Low Latency Spiking ConvNets with Restricted Output Training and False Spike Inhibition. 1-8 - Luís Santos, Rodrigo M. S. Veras, Kelson Rômulo Teixeira Aires, Laurindo Britto, Vinícius P. Machado:
Medical Image Segmentation Using Seeded Fuzzy C-means: A Semi-supervised Clustering Algorithm. 1-7 - Arief Koesdwiady, Alaa El Khatib, Fakhri Karray:
Methods to Improve Multi-Step Time Series Prediction. 1-8 - Cangfeng Ding, Kan Li:
Centrality Ranking via Topologically Biased Random Walks in Multiplex Networks. 1-8 - Richard Hankins, Yao Peng, Hujun Yin:
SOMNet: Unsupervised Feature Learning Networks for Image Classification. 1-8 - Shaoning Pang, Lei Zhu, Tao Ban, Kazushi Ikeda, Wangfei Zhang, Abdolhossein Sarrafzadeh, Takeshi Takahashi, Daisuke Inoue:
Online Max-flow Learning via Augmenting and De-augmenting Path. 1-8 - Marco Pota, Massimo Esposito:
Question Classification by Convolutional Neural Networks Embodying Subword Information. 1-7 - Martin D. Móre, Douglas M. Souza, Jonatas Wehrmann, Rodrigo C. Barros:
Seamless Nudity Censorship: an Image-to-Image Translation Approach based on Adversarial Training. 1-8 - Qun Liu, Supratik Mukhopadhyay:
Unsupervised Learning using Pretrained CNN and Associative Memory Bank. 1-8 - Jichao Chen, Yijie Zeng, Siqi Wang, Soh Ling Min, Guang-Bin Huang:
Octree-based Convolutional Autoencoder Extreme Learning Machine for 3D Shape Classification. 1-7 - Pierre Falez, Pierre Tirilly, Ioan Marius Bilasco, Philippe Devienne, Pierre Boulet:
Mastering the Output Frequency in Spiking Neural Networks. 1-8 - Alexandre Miguel de Carvalho, Ronaldo Cristiano Prati:
Improving kNN classification under Unbalanced Data. A New Geometric Oversampling Approach. 1-6 - Alexander Glandon, Sharif Ullah, Lasitha Vidyaratne, Mahbubul Alam, C. Xin, Khan M. Iftekharuddin:
Prediction of Spatial Spectrum in Cognitive Radio using Cellular Simultaneous Recurrent Networks. 1-7 - Yifeng Li, Xiaodan Zhu:
Exponential Family Restricted Boltzmann Machines and Annealed Importance Sampling. 1-10 - Samuel Ndichu, Seiichi Ozawa, Takeshi Misu, Kouichirou Okada:
A Machine Learning Approach to Malicious JavaScript Detection using Fixed Length Vector Representation. 1-8 - Kamlesh Mistry, Jyoti Jasekar, Biju Issac, Li Zhang:
Extended LBP based Facial Expression Recognition System for Adaptive AI Agent Behaviour. 1-7 - Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Sergey Pugachevskiy, Björn W. Schuller:
Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio Analysis. 1-7 - Xuying Shaol, Ke-shi Ge, Huayou Su, Lei Luo, Baoyun Peng, Dongsheng Li:
Deep Discriminative Clustering Network. 1-7 - Shizhao Chen, Kai Chen, Chuanfu Xu, Long Lan:
Flexible ranking extreme learning machine based on matrix-centering transformation. 1-8 - Gabriel P. Andrade, Miklós Ruszinkó, Robert Kozma:
Graph Models of Neurodynamics to Support Oscillatory Associative Memories. 1-8 - Xinxin Jiang, Shirui Pan, Guodong Long, Jiang Chang, Jing Jiang, Chengqi Zhang:
Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced Data. 1-8 - Takashi Sano:
An Analytic Solution to the Inverse Ising Problem in the Tree-reweighted Approximation. 1-8 - Peter Tulala, Hamidreza Mahyar, Elahe Ghalebi K., Radu Grosu:
Unsupervised Wafermap Patterns Clustering via Variational Autoencoders. 1-8 - Everlandio Fernandes, Rafael Lima Rocha, Bruno V. Ferreira, Eduardo Carvalho, Ana Carolina Siravenha, Ana Cláudia S. Gomes, Schubert R. Carvalho, Cleidson R. B. de Souza:
An Ensemble of Convolutional Neural Networks for Unbalanced Datasets: A case Study with Wagon Component Inspection. 1-6 - Chandan Kumar Singh, Anima Majumder, Swagat Kumar, Laxmidhar Behera:
Deep Network based Automatic Annotation for Warehouse Automation. 1-8 - Danilo Filippo Reiszel Pereira, Natanael Nunes de Moura Junior, Luiz Pereira Calôba:
Financial Time Series Forecasting Using Non-Linear Methods and Stacked Autoencoders. 1-8 - Mario Luca Bernardi, Marta Cimitile, Fabio Martinelli, Francesco Mercaldo:
Driver Identification: a Time Series Classification Approach. 1-7 - Aditya Shukla, Sidharth Prasad, Sandip Lashkare, Udayan Ganguly:
A case for multiple and parallel RRAMs as synaptic model for training SNNs. 1-8 - Mei Mei, Xinyu Guo, Belinda C. Williams, Simona Doboli, Jared B. Kenworthy, Paul B. Paulus, Ali A. Minai:
Using Semantic Clustering And Autoencoders For Detecting Novelty In Corpora Of Short Texts. 1-8 - Nicolò Navarin, Giovanni Da San Martino, Alessandro Sperduti:
Extreme Graph Kernels for Online Learning on a Memory Budget. 1-8 - Alexandre Yukio Ichida, Felipe Meneguzzi, Duncan D. Ruiz:
Measuring Semantic Similarity Between Sentences Using A Siamese Neural Network. 1-7 - Zihan Pan, Haizhou Li, Jibin Wu, Yansong Chua:
An Event-Based Cochlear Filter Temporal Encoding Scheme for Speech Signals. 1-8 - Jingzhuo Yang, Yu Wang, Shenglei Pei, Qinghua Hu:
Monotonicity Induced Parameter Learning for Bayesian Networks with Limited Data. 1-8 - Jesús Benito-Picazo, Enrique Domínguez, Esteban J. Palomo, Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato:
Deep learning-based anomalous object detection system powered by microcontroller for PTZ cameras. 1-7 - Carolina Zambelli, João Ranhel:
Half-precision Floating Point on Spiking Neural Networks Simulations in FPGA. 1-6 - Pedro Machado, Andreas Oikonomou, Georgina Cosma, T. Martin McGinnity:
Bio-Inspired Ganglion Cell Models for Detecting Horizontal and Vertical Movements. 1-8 - Rahul Paul, Ying Liu, Qian Li, Lawrence O. Hall, Dmitry B. Goldgof, Yoganand Balagurunathan, Matthew B. Schabath, Robert J. Gillies:
Representation of Deep Features using Radiologist defined Semantic Features. 1-7 - Shengyang Sun, Jiwei Li, Zhiwei Li, Haijun Liu, Qingjiang Li, Hui Xu:
Low-Consumption Neuromorphic Memristor Architecture Based on Convolutional Neural Networks. 1-6 - Aline Gondim Santos, Camila Oliveira de Souza, Cleber Zanchettin, David Macedo, Adriano L. I. Oliveira, Teresa Bernarda Ludermir:
Reducing SqueezeNet Storage Size with Depthwise Separable Convolutions. 1-6 - Amanda Gondim de Oliveira, Allan de Medeiros Martins, Adrião Duarte Dória Neto:
Information State: A Representation for Dynamic Processes Using Information Theory. 1-8 - Guangcan Liu, Jing Shi, Xiuyi Chen, Jiaming Xu, Bo Xu:
Improving Speech Separation with Adversarial Network and Reinforcement Learning. 1-7 - Samara A. Alves, Wouter Caarls, Priscila M. V. Lima:
Weightless Neural Network for High Frequency Trading. 1-7 - Bernardo Barancelli Schwedersky, Varuna Adikariwattage:
Practical Nonlinear Model Predictive Control Using an Echo State Network Model. 1-8 - Stéphane Chrétien, Christophe Guyeux:
Online Shortest Paths With Confidence Intervals for Routing in a Time Varying Random Network. 1-6 - A. Ravishankar Rao, Subrata Garai, Daniel J. B. Clarke, Soumyabrata Dey:
A system for exploring big data: an iterative k-means searchlight for outlier detection on open health data. 1-8 - Ricardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA. 1-7 - Guoping Zhao, Jiacheng Jiang, Jiajun Liu, Yanlei Yu, Ji-Rong Wen:
Improving Person Re-identification by Body Parts Segmentation Generated by GAN. 1-8 - Alfredo Nespoli, Emanuele Ogliari, Alberto Dolara, Francesco Grimaccia, Sonia Leva, Marco Mussetta:
Validation of ANN Training Approaches for Day-Ahead Photovoltaic Forecasts. 1-6 - Chengkun Zhang, Meiling Xu:
Multi-feature Classification of Hyperspectral Image via Probabilistic SVM and Guided Filter. 1-7 - Fabricio P. Lucas, Pyramo Costa, Rose M. S. Batalha, Daniel F. Leite:
High Impedance Fault Detection in Time-Varying Distributed Generation Systems Using Adaptive Neural Networks. 1-8 - Bin Liu, Shuai Nie, Shan Liang, Zhanlei Yang, Wenju Liu:
Stochastic Multiple Choice Learning for Acoustic Modeling. 1-6 - Xiang Wu, Zejia Zheng, Juyang Weng:
Sensorimotor in Space and Time: Audition. 1-8 - Xiuyi Chen, Guangcan Liu, Jing Shi, Jiaming Xu, Bo Xu:
Distilled Binary Neural Network for Monaural Speech Separation. 1-8 - Zhengda Qin, Badong Chen, Nanning Zheng, José C. Príncipe:
Augmented Space Linear Model. 1-6 - Erica K. Shimomoto, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui:
Text Classification Based On Word Subspace With Term-Frequency. 1-8 - Aurélia Léon, Ludovic Denoyer:
Budgeted Hierarchical Reinforcement Learning. 1-8 - Marina Sparvoli, Jonas S. Marma:
Development of resistive memories based on silver doped graphene oxide for neuron simulation. 1-6 - Felipe Kenji Nakano, Saulo Martiello Mastelini, Sylvio Barbon, Ricardo Cerri:
Improving Hierarchical Classification of Transposable Elements using Deep Neural Networks. 1-8 - Davide Bacciu, Andrea Bongiorno:
Concentric ESN: Assessing the Effect of Modularity in Cycle Reservoirs. 1-8 - Carlos Villaseñor, Nancy Arana-Daniel, Alma Y. Alanis, Carlos López-Franco:
Differential Evolution and Covariance Ellipsoid for non-rigid transformation tracking of internal organs. 1-7 - Claudio Gallicchio, Alessio Micheli:
Deep Tree Echo State Networks. 1-8 - Christopher Dahlin Rodin, Luciano Netto de Lima, Fabio Augusto de Alcantara Andrade, Diego Barreto Haddad, Tor Arne Johansen, Rune Storvold:
Object Classification in Thermal Images using Convolutional Neural Networks for Search and Rescue Missions with Unmanned Aerial Systems. 1-8 - John Clemens:
Learning Device Models with Recurrent Neural Networks. 1-8 - Sam Fletcher, Brijesh K. Verma, Zohaib M. Jan, Mengjie Zhang:
The Optimized Selection of Base-Classifiers for Ensemble Classification using a Multi-Objective Genetic Algorithm. 1-8 - Stanislaw Wozniak, Angeliki Pantazi, Yusuf Leblebici, Evangelos Eleftheriou:
Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic Competition. 1-9 - Edmanuel Cruz, José Carlos Rangel, Francisco Gomez-Donoso, Zuria Bauer, Miguel Cazorla, José García Rodríguez:
Finding the Place: How to Train and Use Convolutional Neural Networks for a Dynamically Learning Robot. 1-8 - Emre Cakir, Tuomas Virtanen:
End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation Input. 1-7 - Jihai Yang, Shijun Li, Wenning Xu:
An Iterative Transfer Learning based Classification framework. 1-8 - Qin Chen, Komla A. Folly:
Comparison of Three Methods for Short-Term Wind Power Forecasting. 1-8 - Milad Leyli-Abadi, Allou Samé, Latifa Oukhellou, Nicolas Cheifetz, Pierre Mandel, Cédric Féliers, Olivier Chesneau:
Mixture of Non-homogeneous Hidden Markov Models for Clustering and Prediction of Water Consumption Time Series. 1-8 - Andy Anand Gajadhar, Renan Cipriano Moioli, Bianca Karla Amorim Sousa de Melo, Ana Carolina Bione Kunicki, Andre Salles Cunha Peres, Thaís Gaudencio do Rêgo:
Neural decoding with SVM and feature selection in a rat active tactile discrimination task. 1-6 - Natasza Marrouch, Heather L. Read, Joanna Slawinska, Dimitrios Giannakis:
Data-driven spectral decomposition of ECoG signal from an auditory oddball experiment in a marmoset monkey: Implications for EEG data in humans. 1-10 - Daqi Liu, Shigang Yue:
Video-Based Disguise Face Recognition Based on Deep Spiking Neural Network. 1-8 - Qichao Zhang, Dongbin Zhao, Frank L. Lewis:
Model-Free Reinforcement Learning for Fully Cooperative Multi-Agent Graphical Games. 1-6 - Alex Dominguez-Sanchez, Sergio Orts-Escolano, José García Rodríguez, Miguel Cazorla:
A New Dataset and Performance Evaluation of a Region-based CNN for Urban Object Detection. 1-8 - Jérémie Sublime, Sylvain Lefebvre:
Collaborative Clustering through Constrained Networks using Bandit Optimization. 1-8 - Jia-Jun Tong, Yun Luo, Bo-Qun Ma, Wei-Long Zheng, Bao-Liang Lu, Xiao-Qi Song, Shi-Wei Ma:
Sleep Quality Estimation with Adversarial Domain Adaptation: From Laboratory to Real Scenario. 1-8 - Yinfeng Ban, Juhua Pu, Yujun Chen, Yuanhong Wang:
NEGAN: Network Embedding based on Generative Adversarial Networks. 1-8 - Ranju Mandal, Rod M. Connolly, Thomas A. Schlacher, Bela Stantic:
Assessing fish abundance from underwater video using deep neural networks. 1-6 - Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani, Basarab Matei:
Learning Useful Representations Through Stacked Self-Organizing Maps. 1-8 - Bi Wu, Zhihua Cai, Xiaobo Liu:
Optical Flow Based Face Hallucination Via Weightedly-Constrained Representation. 1-6 - Jiahui Shen, Airu Pang, Li Yao, Xiao-jie Zhao:
Interaction of CBC Loops Involved in Working Memory Feedback Training. 1-6 - Hoyoung Tang, Heetak Kim, Donghyeon Cho, Jongsun Park:
Spike Counts Based Low Complexity Learning with Binary Synapse. 1-8 - Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Fabricio Aparecido Breve, Ivan Rizzo Guilherme:
Manifold Correlation Graph for Semi-Supervised Learning. 1-7 - Alessio Petrozziello, Ivan Jordanov, Christian Sommeregger:
Distributed Neural Networks for Missing Big Data Imputation. 1-8 - Christopher D. McDermott, Farzan Majdani, Andrei Petrovski:
Botnet Detection in the Internet of Things using Deep Learning Approaches. 1-8 - Kaleb E. Smith, Phillip Williams, Kaylen J. Bryan, Mitchell Solomon, Max Ble, Rana Haber:
Shepard Interpolation Neural Networks with K-Means: A Shallow Learning Method for Time Series Classification. 1-6 - Deepthi Badarinath, Chaitra S, Neha Bharill, Muhammad Tanveer, Mukesh Prasad, H. N. Suma, Abhishek M. Appaji, Anand Vinekar:
Study of Clinical Staging and Classification of Retinal Images for Retinopathy of Prematurity (ROP) Screening. 1-6 - Gracie Ermi, Ellyn Ayton, Nolan Price, Brian Hutchinson:
Deep Learning Approaches to Chemical Property Prediction from Brewing Recipes. 1-7 - Maria Hügle, Simon Heller, Manuel Watter, Manuel Blum, Farrokh Manzouri, Matthias Dümpelmann, Andreas Schulze-Bonhage, Peter Woias, Joschka Boedecker:
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller. 1-7 - Dan Valle, Nivio Ziviani, Adriano Veloso:
Effective Fashion Retrieval Based on Semantic Compositional Networks. 1-8 - Christopher Frederickson, Michael Moore, Glenn Dawson, Robi Polikar:
Attack Strength vs. Detectability Dilemma in Adversarial Machine Learning. 1-8 - Zheng Qin, Zhaoning Zhang, Shiqing Zhang, Hao Yu, Jincai Li, Yuxing Peng:
Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications. 1-8 - Siyang Song, Shuimei Zhang, Björn W. Schuller, Linlin Shen, Michel F. Valstar:
Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification. 1-8 - Jiyao Dong, Yunfei Zheng, Badong Chen:
A Unified Framework of Random Feature KLMS Algorithms and Convergence Analysis. 1-8 - Gwenaelle Cunha Sergio, Dennis Singh Moirangthem, Minho Lee:
Temporal Hierarchies in Sequence to Sequence for Sentence Correction. 1-7 - Shao-Yi Lu, Tien-Ruey Hsiang:
Generating Chinese Typographic and Handwriting Fonts from a Small Font Sample Set. 1-8 - Vladimir Kornijcuk, Doo Seok Jeong:
Pointer Based Routing Scheme for On-chip Learning in Neuromorphic Systems. 1-6 - Jingjing Tang, Yingjie Tian, Dalian Liu:
Large-Scale Linear NPSVM via One Permutation Hashing. 1-8 - Jefferson Tales Oliva, João Luís Garcia Rosa:
Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers. 1-8 - David Díaz-Vico, Aníbal R. Figueiras-Vidal, José R. Dorronsoro:
Deep MLPs for Imbalanced Classification. 1-7 - Rahul Sharma, Bernardete Ribeiro, Alexandre Miguel Pinto, F. Amílcar Cardoso:
Perceiving Abstract Concepts Via Evolving Computational Cognitive Modeling. 1-8 - Artur Jordão, Ricardo Barbosa Kloss, William Robson Schwartz:
Latent HyperNet: Exploring the Layers of Convolutional Neural Networks. 1-7 - Zexun Zhou, Zhongshi He, Ziyu Chen, Yuanyuan Jia, Haiyan Wang, Jinglong Du, Dingding Chen, Lulu Wang, Jing Chen:
FHEDN: A context modeling Feature Hierarchy Encoder-Decoder Network for face detection. 1-8 - Yuechi Jiang, Frank H. F. Leung:
Using Double Regularization to Improve the Effectiveness and Robustness of Fisher Discriminant Analysis as A Projection Technique. 1-7 - Christopher Ma, Xin Dang, Yixin Chen, Dawn Wilkins:
Pareto cascade modeling of diffusion networks. 1-7 - Huan Wu, JunMin Wu, Jie Ding:
Extract Generalization Ability from Convolutional Neural Networks. 1-6 - Daniel Alberto Pamplona, Weigang Li, Alexandre Gomes de Barros, Elcio Hideiti Shiguemori, Claudio Jorge Pinto Alves:
Supervised Neural Network with multilevel input layers for predicting of air traffic delays. 1-6 - Gabriel Rufino Cerquinho Pinheiro, Bilza Marques de Aurajo:
On democratic evaluation of nodes representativity. 1-8 - Petros S. Karvelis, Dimitris Gavrilis, George K. Georgoulas, Chrysostomos D. Stylios:
Topic recommendation using Doc2Vec. 1-6 - Leandro Takeshi F. Hattori, César Manuel Vargas Benítez, Matheus Gutoski, Nelson Marcelo Romero Aquino, Heitor Silvério Lopes:
A Novel Approach to Protein Folding Prediction based on Long Short-Term Memory Networks: A Preliminary Investigation and Analysis. 1-8 - Tiago Mazzutti, Mauro Roisenberg, Paulo José de Freitas Filho:
Adaptive Missing Data Imputation with Incremental Neuro-Fuzzy Gaussian Mixture Network (INFGMN). 1-8 - Marcelo Cabral Ghilardi, Gabriel S. Simoes, Jonatas Wehrmann, Isabel Harb Manssour, Rodrigo C. Barros:
Real-Time Detection of Pedestrian Traffic Lights for Visually-Impaired People. 1-8 - Fei Gao, Zhijing He, Yisu Ge, Shufang Lu, Yuanming Zhang:
A Two-stage Vehicle Type Recognition Method. 1-7 - Miguel Angelo de Abreu de Sousa, Ricardo Pires, Sara D. dos S. Perseghini, Emilio Del-Moral-Hernandez:
An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams. 1-8 - Sam Green, Craig M. Vineyard, Çetin Kaya Koç:
Impacts of Mathematical Optimizations on Reinforcement Learning Policy Performance. 1-8 - Fernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez:
Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm. 1-8 - Pedro Henrique Feijo de Sousa, Navar Medeiros M. e Nascimento, Pedro Pedrosa Rebouças Filho, Cláudio Marques de Sá Medeiros:
Detection and classification of faults in induction generator applied into wind turbines through a machine learning approach. 1-7 - Zhipeng Shen, Yuanming Zhang, Jiawei Lu, Jun Xu, Gang Xiao:
SeriesNet: A Generative Time Series Forecasting Model. 1-8 - Vinícius Veloso de Melo, Daniela Mayumi Ushizima, Salety Ferreira Baracho, Regina Célia Coelho:
Gradient Boosting Decision Trees for Echocardiogram Images. 1-8 - Lilian Berton, Alneu de Andrade Lopes, Didier Augusto Vega-Oliveros:
A Comparison of Graph Construction Methods for Semi-Supervised Learning. 1-8 - Aline A. Peres, Susana M. Vieira, João Rogério Caldas Pinto:
Hybrid neural models for automatic handwritten digits recognition. 1-8 - E. P. Kerr, Sonya A. Coleman, Dermot Kerr, Philip J. Vance, Bryan Gardiner, Y. Zhang, F. Wang, Chengdong Wu:
Sensor-based Vital Sign Monitoring, Analysis and Visualisation for Ageing in Place. 1-7 - Kelwin Fernandes, Jaime S. Cardoso:
Ordinal Image Segmentation using Deep Neural Networks. 1-7 - Ashraf M. Abdelbar, Islam El-Nabarawy, Khalid M. Salama, Donald C. Wunsch:
Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient Descent. 1-7 - Guohan Zhao, Lingyun Xiang, Chengzhang Zhu, Feng Li:
Two-stage Unsupervised Multiple Kernel Extreme Learning Machine. 1-6 - Dongjie Wang, Yan Yang, Shangming Ning:
DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction. 1-8 - Loau Tawfak Al Bahrani, Jagdish C. Patra, Alex Stojcevski:
Solving economic dispatch problem under valve- point loading effects and generation constrains using a multi-gradient PSO algorithm. 1-8 - Jonatas Favotto Dalmedico, Márcio Mendonça, Lucas Botoni de Souza, Ruan Victor P. Duarte Barros, Ivan Rossato Chrun:
Artificial Neural Networks Applied in the Solution of the Inverse Kinematics Problem of a 3D Manipulator Arm. 1-6 - Tania B. Lopez-Garcia, Riemann Ruiz-Cruz, Edgar N. Sánchez:
Real-Time Battery Bank Charge-Discharge Using Neural Sliding Mode Control. 1-8 - Alex Norta, Chad Fernandez, Stefan Hickmott:
Commercial Property Tokenizing With Smart Contracts. 1-8 - Jibin Wu, Yansong Chua, Haizhou Li:
A Biologically Plausible Speech Recognition Framework Based on Spiking Neural Networks. 1-8 - Shijie Liao, Jing Chen, Jiaxin Hou, Qingyu Xiong, Junhao Wen:
Deep Convolutional Neural Networks with Random Subspace Learning for Short-term Traffic Flow Prediction with Incomplete Data. 1-6 - Diego Renan Bruno, Daniel Oliva Sales, Jean Amaro, Fernando Santos Osório:
Analysis and fusion of 2D and 3D images applied for detection and recognition of traffic signs using a new method of features extraction in conjunction with Deep Learning. 1-8 - Angelika Skarysz, Yaser Alkhalifah, Kareen Darnley, Michael Eddleston, Yang Hu, Duncan B. McLaren, William H. Nailon, Dahlia Salman, Martin Sykora, C. L. Paul Thomas, Andrea Soltoggio:
Convolutional neural networks for automated targeted analysis of raw gas chromatography-mass spectrometry data. 1-8 - Rui Xi, Mengshu Hou, Mingsheng Fu, Hong Qu, Daibo Liu:
Deep Dilated Convolution on Multimodality Time Series for Human Activity Recognition. 1-8 - Muhammad Imran Razzak, Raghib M. Abu-Saris, Michael Blumenstein, Guandong Xu:
Robust 2D Joint Sparse Principal Component Analysis With F-Norm Minimization For Sparse Modelling: 2D-RJSPCA. 1-7 - Sharath Adavanne, Archontis Politis, Tuomas Virtanen:
Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features. 1-7 - James Brookhouse, Fernando E. B. Otero:
Post-Processing Methods to Enforce Monotonic Constraints in Ant Colony Classification Algorithms. 1-8 - K. V. Shihabudheen, G. N. Pillai:
Wind Speed and Solar Irradiance Prediction Using Advanced Neuro-Fuzzy Inference System. 1-7 - Esteban J. Palomo, Miguel A. Molina-Cabello, Ezequiel López-Rubio, Rafael Marcos Luque Baena:
A New Self-Organizing Neural Gas Model based on Bregman Divergences. 1-8 - Adis Alihodzic, Eva Tuba, Dana Simian, Viktor Tuba, Milan Tuba:
Extreme Learning Machines for Data Classification Tuning by Improved Bat Algorithm. 1-8 - Ibrahim Hossain, Imali Hettiarachchi:
Calibration Time Reduction for Motor Imagery-Based BCI Using Batch Mode Active Learning. 1-8 - Swastik Gupta, Konduri Hari Krishna, Ram Bilas Pachori, Muhammad Tanveer:
Fourier-Bessel series expansion based technique for automated classification of focal and non-focal EEG signals. 1-6 - Lujuan Zhang, Jun Li, Tao Huang, Zhenyuan Ma, Zhiyong Lin, Mukesh Prasad:
GAN2C: Information Completion GAN with Dual Consistency Constraints. 1-8 - Alex Norta, Daniel Hawthorne, Serafin L. Engel:
A Privacy-Protecting Data-Exchange Wallet with Ownership- and Monetization Capabilities. 1-8 - Carlos J. Vega, Edgar N. Sánchez:
Neural inverse optimal pinning control for synchronization of complex networks with nonidentical chaotic nodes. 1-5 - Xu Wang, Zhen Huang, Yiming Zhang, Ludan Tan, Yang Liu:
DSDR: Dynamic Semantic Discard Reader for Open-Domain Question Answering. 1-7 - Dmitrij Ivanov, Dieter Bestle, Christian Janke:
Fast Compressor Map Computation by Utilizing Support Vector Machine and Response Surface Approximation. 1-8 - Kan Li, José C. Príncipe:
Surprise-Novelty Information Processing for Gaussian Online Active Learning (SNIP-GOAL). 1-6 - Shiyun Chen, Maoquan Wang, Jiacheng Zhang, Liang He:
Classify Sentence from Multiple Perspectives with Category Expert Attention Network. 1-8 - Robin Devooght, Hugues Bersini:
Accelerating model-based collaborative filtering with item clustering. 1-8 - Richardson Santiago Teles de Menezes, Lucas de Azevedo Lima, Orivaldo Santana, Aron Miranda Henriques-Alves, Rossana Moreno Santa Cruz, Helton Maia Peixoto:
Classification of Mice Head Orientation Using Support Vector Machine and Histogram of Oriented Gradients Features. 1-6 - Vinicius dos Santos Mello, Natanael Nunes de Moura Junior, José Manoel de Seixas:
Novelty Detection in Passive Sonar Systems using Stacked AutoEncoders. 1-7 - Paul J. Werbos:
AI Intelligence for the Grid 16 Years Later: Progress, Challenges and Lessons for Other Sectors. 1-8 - Lachezar Bozhkov, Petia Georgieva:
Overview of Deep Learning Architectures for EEG-based Brain Imaging. 1-7 - Carlos Calvo Tapia, José Antonio Villacorta-Atienza, Innokentiy Kastalskiy, Sergio Diez-Hermano, Abel Sanchez-Jimenez, Valeri A. Makarov:
Cognitive Neural Network Driving DoF-Scalable Limbs in Time-Evolving Situations. 1-7 - He Jiang, Haibo He, Lingjia Liu, Yang Yi:
Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks. 1-7 - Aixiang Andy Chen, Xiaolong Chai, Bingchuan Chen, Rui Bian, Qingliang Chen:
A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its Complexity. 1-8 - Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio:
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation. 1-8 - Wen Zan, Chuan Zhou, Hong Yang, Yue Hu, Li Guo:
iWalk: Interest-Aware Random Walk for Network Embedding. 1-8 - Virginia Ortiz Andersson, Marco A. Ferreira Birck, Ricardo Matsumura de Araújo:
Towards Predicting Dengue Fever Rates Using Convolutional Neural Networks and Street-Level Images. 1-8 - Alexander N. Gorban, Evgeny M. Mirkes, Andrei Yu. Zinovyev:
Data analysis with arbitrary error measures approximated by piece-wise quadratic PQSQ functions. 1-8 - Hongbo Shi, Qigang Gao, Suqin Ji, Yanxin Liu:
A Hybrid Sampling Method Based on Safe Screening for Imbalanced Datasets with Sparse Structure. 1-8 - Jared Rondeau, Marco Álvarez:
Deep Modeling of Human Age Guesses for Apparent Age Estimation. 1-8 - Marta P. B. Fernandes, Susana M. Vieira, João C. C. Henriques, Duarte Valério, Luís M. C. Gato:
Short-term prediction in an Oscillating Water Column using Artificial Neural Networks. 1-7 - Bartosz Krawczyk, Alberto Cano, Michal Wozniak:
Selecting local ensembles for multi-class imbalanced data classification. 1-8 - Lei Zhang:
Evaluating the Training Performance of Artificial Neural Network Using Small Time Series Segments of The Lorenz Chaotic System. 1-8 - Meghana Dinesh Kumar, Morteza Babaie, Hamid R. Tizhoosh:
Deep Barcodes for Fast Retrieval of Histopathology Scans. 1-8 - Aviv Dotan, Oren Shriki:
An Entropy Maximization Approach to Optimal Dimensionality Reduction. 1-7 - Fabio Vesperini, Andrea Galli, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini:
Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks. 1-8 - Kai Gao, Hua Xu, Chengliang Gao, Hanyong Hao, Junhui Deng, Xiaomin Sun:
Attention-Based BiLSTM Network with Lexical Feature for Emotion Classification. 1-2 - Xianzhong Long, Yun Li:
Image Clustering Based on Supervised Graph Regularized Discriminative Concept Factorization. 1-7 - Dayiheng Liu, Quan Guo, Wubo Li, Jiancheng Lv:
A Multi-Modal Chinese Poetry Generation Model. 1-8 - Yoshitsugu Kakemoto, Shinichi Nakasuka:
Analysis of inner structure of VSF-Network. 1-8 - Miguel A. Molina-Cabello, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Lipika Deka, Karl Thurnhofer-Hemsi:
Road Pollution Estimation Using Static Cameras And Neural Networks. 1-7 - Nan Xu, Guandan Chen, Wenji Mao:
MNRD: A Merged Neural Model For Rumor Detection In Social Media. 1-7 - Thy Nguyen, Arthur Steven Younger, Emmett Redd, Tayo Obafemi-Ajayi:
Meta-Learning Related Tasks with Recurrent Networks: Optimization and Generalization. 1-8 - Naveen Saini, Sriparna Saha, Pushpak Bhattacharyya:
Cascaded SOM: An Improved Technique for Automatic Email Classification. 1-8 - Mengyu Zheng, Chuan Zhou, Jia Wu, Shirui Pan, Jinqiao Shi, Li Guo:
FraudNE: a Joint Embedding Approach for Fraud Detection. 1-8 - Robercy Alves da Silva, Anne Magály de Paula Canuto, João Carlos Xavier Junior, Teresa Bernarda Ludermir:
Using Meta-learning in the Selection of the Combination Method of a Classifier Ensemble. 1-8 - Sachin Kelkar, Chetanya Rastogi, Sparsh Gupta, G. N. Pillai:
SqueezeGAN: Image to Image Translation With Minimum Parameters. 1-6 - Alan L. S. Matias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto, João Paulo Pordeus Gomes:
Fuzzy ART-Based Classification via Sparse Bayesian Learning. 1-7 - Yuanyuan Zhao, Linhao Dong, Shuang Xu, Bo Xu:
Syllable-Based Acoustic Modeling with CTC for Multi-Scenarios Mandarin speech recognition. 1-8 - Gunjan Gautam, Susanta Mukhopadhyay:
Contact Lens Detection using Transfer Learning with Deep Representations. 1-8 - Yu Sun, Peize Zhao, Honggang Zhang:
TA4REC: Recurrent Neural Networks with Time Attention Factors for Session-based Recommendations. 1-7 - Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data. 1-8 - Nadav Eichler, Hagit Hel-Or, Ilan Shimshoni, Dorit Itah, Bella Gross, Shmuel Raz:
Non-Invasive Motion Analysis for Stroke Rehabilitation using off the Shelf 3D Sensors. 1-8 - Vinicius G. Goecks, Gregory M. Gremillion, Hannah C. Lehman, William D. Nothwang:
Cyber-Human Approach For Learning Human Intention And Shape Robotic Behavior Based On Task Demonstration. 1-7 - Nanda Gopal Jeevarathnam, Ismail Uysal:
Grid-Based RFID Localization Using Tag Read Count And Received Signal Strength. 1-8 - Hiram Ponce, Jorge Brieva, Ernesto Moya-Albor:
Distance Estimation Using a Bio-Inspired Optical Flow Strategy Applied to Neuro-Robotics. 1-7 - Xin Song, Xinwei Jiang, Junbin Gao, Zhihua Cai, Xia Hong:
Functional Locality Preserving Projection for Dimensionality Reduction. 1-7 - Inês Domingues, José Pereira Amorim, Pedro H. Abreu, Hugo Duarte, João A. M. Santos:
Evaluation of Oversampling Data Balancing Techniques in the Context of Ordinal Classification. 1-8 - Xingyi Cheng, Ruiqing Zhang, Jie Zhou, Wei Xu:
DeepTransport: Learning Spatial-Temporal Dependency for Traffic Condition Forecasting. 1-8 - Damian Jimenez, Chengkai Li:
An Empirical Study on Identifying Sentences with Salient Factual Statements. 1-8 - Boris Bacic:
Towards the next generation of exergames: Flexible and personalised assessment-based identification of tennis swings. 1-8 - Renan de Padua, Laís Pessine do Carmo, Solange Oliveira Rezende, Veronica Oliveira de Carvalho:
An Analysis on Community Detection and Clustering Algorithms on the Post-Processing of Association Rules. 1-7 - Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Núria Roé-Vellvé, Enrique Domínguez, Miguel A. Molina-Cabello:
Super-resolution of 3D Magnetic Resonance Images by Random Shifting and Convolutional Neural Networks. 1-8 - Yue Zhao, Maciej K. Hryniewicki:
XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning. 1-8 - Robert Anderson, Yun Sing Koh, Gillian Dobbie:
Predicting Concept Drift in Data Streams Using Metadata Clustering. 1-8 - Tianyu Liu, Yongzhi Ying, Yanyan Xu, Dengfeng Ke, Kaile Su:
Fine-Grained Air Quality Prediction using Attention Based Neural Network. 1-6 - Helder M. Arruda, Vera Lucia Imperatriz Fonseca, Paulo A. de Souza, Gustavo Pessin:
Identifying Bee Species by Means of the Foraging Pattern Using Machine Learning. 1-6 - Mohammad Hossein Amirhosseini, Hassan B. Kazemian, Karim Ouazzane, Chris Chandler:
Natural Language Processing approach to NLP Meta model automation. 1-8 - Ntombikayise Banda, Andries P. Engelbrecht:
Multimodal Emotion Recognition using Deep Continuous Conditional Recurrent Neural Fields. 408-413 - Ori Cohen, Rafael Malach, Moshe Koppel, Doron Friedman:
Brain-Voyant: A General Purpose Machine-Learning Tool for Real-Time fMRI Whole-Brain Pattern Classification. 1-8 - Yifei Lu, Yanghui Rao, Jun Yang, Jian Yin:
Incorporating Lexicons into LSTM for Sentiment Classification. 1-7 - Lisa Medrouk, Anna Pappa:
Do Deep Networks Really Need Complex Modules for Multilingual Sentiment Polarity Detection and Domain Classification? 1-6 - Keeley A. Crockett, Sean Goltz, Matt Garratt:
GDPR Impact on Computational Intelligence Research. 1-7 - Xiaojing Chang, Yan Yang, Hongiun Wang:
Multi-view Construction for Clustering Based on Feature set Partitioning. 1-8 - Jiashu Guo, Zhengzhong Liang, Gregory Ditzler, Nidhal C. Bouaynaya, Elizabeth Y. Scribner, Hassan M. Fathallah-Shaykh:
Nonlinear Brain Tumor Model Estimation with Long Short-Term Memory Neural Networks. 1-8 - Joohee Suh, Dean Frederick Hougen:
The Context-Aware Learning Model: neuro-experience-powered Logistic Regression Backpropagation (CALM-nepLRB). 1-8 - Alexander New, Curt M. Breneman, Kristin P. Bennett:
Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive Models. 1-8 - Haowen Fang, Amar Shrestha, De Ma, Qinru Qiu:
Scalable NoC-based Neuromorphic Hardware Learning and Inference. 1-8 - Heitor S. Carvalho, Farzin Shams, Rafael Ferrari, Levy Boccato:
Application of Extreme Learning Machines and Echo State Networks to Seismic Multiple Removal. 1-8 - James D. O'Shea, Keeley A. Crockett, Wasiq Khan, Zuhair Bandar:
A hybrid model combining neural networks and decision tree for comprehension detection. 1-7 - Christopher Frederickson, Robi Polikar:
Resampling Techniques for Learning Under Extreme Verification Latency with Class Imbalance. 1-8 - Dong Li, Dongbin Zhao, Yaran Chen, Qichao Zhang:
DeepSign: Deep Learning based Traffic Sign Recognition. 1-6 - Changliang Li, Yixin Su, Wenju Liu:
Text-To-Text Generative Adversarial Networks. 1-7 - Prayag Gowgi, Amrutha Machireddy, Shayan Srinivasa Garani:
Priority-based Soft Vector Quantization Feature Maps. 1-10 - Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici:
Anticipating contingengies in power grids using fast neural net screening. 1-8 - Esteban Reyes, Pablo A. Estévez, Ignacio Reyes, Guillermo Cabrera-Vives, Pablo Huijse, Rodrigo Carrasco, Francisco Förster:
Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection. 1-8 - William Severa, Rich Lehoucq, Ojas Parekh, James B. Aimone:
Spiking Neural Algorithms for Markov Process Random Walk. 1-8 - Rayson Laroca, Evair Severo, Luiz Antonio Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti:
A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector. 1-10 - Nils Worzyk, Oliver Kramer:
Adversarials -1: Defending by Attacking. 1-8 - Heng She, Bin Wu, Bai Wang, Renjun Chi:
Distant Supervision for Relation Extraction with Hierarchical Attention and Entity Descriptions. 1-8 - Carlos A. S. da Silva, Renato A. Krohling:
Semi-Supervised Online Elastic Extreme Learning Machine for Data Classification. 1-8 - Lin Cui, Caiyin Wang, Jia Wu, Jian Yang, Michael Sheng:
Individual Interest and Trust Driving Collective Intelligence Awareness for Social Recommendation. 1-6 - Lucien Koefoed, Elisa Capecci, Nikola K. Kasabov:
Analysis of Gene Expression Time Series Data of Ebola Vaccine response using the NeuCube and Temporal Feature Selection. 1-7 - Md. Zahangir Alom, Theodore Josue, Md Nayim Rahman, Will Mitchell, Chris Yakopcic, Tarek M. Taha:
Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System. 1-8 - Jian Gao, Hamidou Tembine:
Distributionally Robust Games: Wasserstein Metric. 1-8 - Daniel Kottke, Adrian Calma, Denis Huseljic, Christoph Sandrock, George Kachergis, Bernhard Sick:
The Other Human in The Loop - A Pilot Study to Find Selection Strategies for Active Learning. 1-8 - Evair Severo, Rayson Laroca, Cides S. Bezerra, Luiz Antonio Zanlorensi, Daniel Weingaertner, Gladston Moreira, David Menotti:
A Benchmark for Iris Location and a Deep Learning Detector Evaluation. 1-7