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ORCIDICIC 2017: Liverpool, UK
- De-Shuang Huang, Kang-Hyun Jo, Juan Carlos Figueroa-García:
Intelligent Computing Theories and Application - 13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10362, Springer 2017, ISBN 978-3-319-63311-4
Pattern Recognition
- Bo Li, Ping-Ping Zheng, Jin Liu, Xiaolong Zhang:
Face Recognition via Domain Adaptation and Manifold Distance Metric Learning. 3-10
Image Processing
- Le Zou, Liang-Tu Song, Xiao-Feng Wang, Yan-Ping Chen:
Generalized Cubic Hermite Interpolation Based on Perturbed Padé Approximation. 13-21 - Ashutosh Kumar Bachchan, Apurba Gorai, Phalguni Gupta:
Automatic License Plate Recognition Using Local Binary Pattern and Histogram Matching. 22-34 - Eros Pasero
, Cristina Castagneri:
Leg Ulcer Long Term Analysis. 35-44
Virtual Reality and Human-Computer Interaction
- Asma Ben Khedher, Imène Jraidi, Claude Frasson:
Assessing Learners' Reasoning Using Eye Tracking and a Sequence Alignment Method. 47-57
Healthcare Informatics Theory and Methods
- Robert Keight, Ahmed J. Aljaaf, Dhiya Al-Jumeily, Abir Jaafar Hussain, Aynur Özge, Conor Mallucci:
An Intelligent Systems Approach to Primary Headache Diagnosis. 61-72
Genetic Algorithms
- Lin Li, Yi Chen, Qunfeng Liu, Jasmina Lazic, Wuqiao Luo, Yun Li:
Benchmarking and Evaluating MATLAB Derivative-Free Optimisers for Single-Objective Applications. 75-88
Blind Source Separation
- Fasong Wang, Li Jiang, Rui Li:
Dependent Source Separation with Nonparametric Non-Gaussianity Measure. 91-101
Intelligent Fault Diagnosis
- Duy-Tang Hoang, Hee-Jun Kang:
Convolutional Neural Network Based Bearing Fault Diagnosis. 105-111
Machine Learning
- Mohammed Khalaf, Abir Jaafar Hussain, Dhiya Al-Jumeily, Robert Keight, Russell Keenan, Ala S. Al Kafri, Carl Chalmers, Paul Fergus, Ibrahim Olatunji Idowu:
A Performance Evaluation of Systematic Analysis for Combining Multi-class Models for Sickle Cell Disorder Data Sets. 115-121
Knowledge Discovery and Data Mining
- Jie Cai, Shilong Chao, Sheng Yang, Shulin Wang, Jiawei Luo:
Feature Selection Based on Density Peak Clustering Using Information Distance Measure. 125-131
Gene Expression Array Analysis
- Jian Liu, Yuhu Cheng, Xuesong Wang, Yi Kong:
Joint Sample Expansion and 1D Convolutional Neural Networks for Tumor Classification. 135-141
Systems Biology
- Marzio Pennisi, Giulia Russo, Giuseppe Sgroi, Giuseppe Parasiliti, Francesco Pappalardo:
2DIs: A SBML Compliant Web Platform for the Design and Modeling of Immune System Interactions. 145-154
Modeling, Simulation, and Optimization of Biological Systems
- Riikka Havela, Tiina Manninen, Ausra Saudargiene, Marja-Leena Linne:
Modeling Neuron-Astrocyte Interactions: Towards Understanding Synaptic Plasticity and Learning in the Brain. 157-168 - Giulia Russo, Marzio Pennisi, Roberta Boscarino, Francesco Pappalardo:
Modeling PI3K/PDK1/Akt and MAPK Signaling Pathways Using Continuous Petri Nets. 169-175 - Laurent Bataille, Francisco Cavas-Martínez, Daniel G. Fernández-Pacheco, Francisco J. F. Cañavate, Jorge L. Alio:
Keratoconus Diagnosis by Patient-Specific 3D Modelling and Geometric Parameters Analysis. 176-187 - Xiaodong Ma, Yao Sun, Dingkang Wang, Yushan Xue:
On Checking Linear Dependence of Parametric Vectors. 188-196
Intelligent Computing in Computational Biology
- Xiaoli Lin, Qianqian Huang, Fengli Zhou:
Effective Identification of Hot Spots in PPIs Based on Ensemble Learning. 199-207 - Liang-xin Gao, Hongbo Zhang, Lin Zhu:
Fast Significant Matches of Position Weight Matrices Based on Diamond Sampling. 208-218 - Martí Manzano, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera:
Combination of EEG Data Time and Frequency Representations in Deep Networks for Sleep Stage Classification. 219-229 - Zhixu Qiu, Yunjia Tang, Chuang Ma:
An Effective Strategy for Trait Combinations in Multiple-Trait Genomic Selection. 230-239 - Xibin Jia, Xinyuan Chen, Jun Miao:
A Multiway Semi-supervised Online Sequential Extreme Learning Machine for Facial Expression Recognition with Kinect RGB-D Images. 240-253 - Jing Hu, Xiaoli Lin, Xiaolong Zhang:
Protein Hot Regions Feature Research Based on Evolutionary Conservation. 254-260 - Zhen Shen, Zhichao Jiang, Wenzheng Bao:
CMFHMDA: Collaborative Matrix Factorization for Human Microbe-Disease Association Prediction. 261-269
Computational Genomics
- Yu Geng, Zhongmeng Zhao, Ruoyu Liu, Tian Zheng, Jing Xu, Yi Huang, Xuanping Zhang, Xiao Xiao, Jiayin Wang:
Accurately Estimating Tumor Purity of Samples with High Degree of Heterogeneity from Cancer Sequencing Data. 273-285 - Yu Geng, Zhongmeng Zhao, Jing Xu, Ruoyu Liu, Yi Huang, Xuanping Zhang, Xiao Xiao, Maomao, Jiayin Wang:
Identifying Heterogeneity Patterns of Allelic Imbalance on Germline Variants to Infer Clonal Architecture. 286-297
Computational Proteomics
- Xiwei Tang:
Predicting Essential Proteins Using a New Method. 301-308
Gene Regulation Modeling and Analysis
- Dan Luo, Shu-Lin Wang, Jianwen Fang:
Combining Gene Expression and Interactions Data with miRNA Family Information for Identifying miRNA-mRNA Regulatory Modules. 311-322
SNPs and Haplotype Analysis
- Basma Abdulaimma, Abir Hussain, Paul Fergus, Dhiya Al-Jumeily, Casimiro Aday Curbelo Montañez, Jade Hind:
Association Mapping Approach into Type 2 Diabetes Using Biomarkers and Clinical Data. 325-336 - Xuanping Zhang, Zhongmeng Zhao, Yan Chang, Aiyuan Yang, Yixuan Wang, Ruoyu Liu, Maomao, Xiao Xiao, Jiayin Wang:
An Ant-Colony Based Approach for Identifying a Minimal Set of Rare Variants Underlying Complex Traits. 337-349 - Casimiro Aday Curbelo Montañez, Paul Fergus, Abir Hussain, Dhiya Al-Jumeily, Mehmet Tevfik Dorak, Rosni Abdullah:
Evaluation of Phenotype Classification Methods for Obesity Using Direct to Consumer Genetic Data. 350-362
Protein-Protein Interaction Prediction
- Xiaoli Lin, Xiaolong Zhang, Jing Hu:
Classification of Hub Protein and Analysis of Hot Regions in Protein-Protein Interactions. 365-374 - Chunyan Fan, Xiujuan Lei:
Genome-Wide Identification of Essential Proteins by Integrating RNA-seq, Subcellular Location and Complexes Information. 375-384
Protein Structure and Function Prediction
- Fengli Zhou, Xiaoli Lin:
Similarity Comparison of 3D Protein Structure Based on Riemannian Manifold. 387-397 - Min Zhu, Xiao-Lai Li, Bingyu Sun, Jinfu Nie, Shujie Wang, Xueling Li:
Protein-Protein Binding Affinity Prediction Based on Wavelet Package Transform and Two-Layer Support Vector Machines. 398-407 - Wenzheng Bao, Zhichao Jiang:
Prediction of Lysine Pupylation Sites with Machine Learning Methods. 408-417
Next-Gen Sequencing and Metagenomics
- Jyotsna Talreja Wassan, Haiying Wang, Fiona Browne, Paul Walsh, Brian Kelly, Cintia C. Palu, Nina Konstantinidou, Rainer Roehe, Richard J. Dewhurst, Huiru Zheng:
An Integrative Approach for the Functional Analysis of Metagenomic Studies. 421-427 - Min Li, Li Tang, Zhongxiang Liao, Junwei Luo, Fang-Xiang Wu, Yi Pan, Jianxin Wang:
LSLS: A Novel Scaffolding Method Based on Path Extension. 428-438
Structure Prediction and Folding
Biomarker Discovery
- Zhichao Jiang, Zhen Shen, Wenzheng Bao:
SPYSMDA: SPY Strategy-Based MiRNA-Disease Association Prediction. 457-466
Applications of Machine Learning Techniques to Computational Proteomics, Genomics, and Biological Sequence Analysis
- Junjie Chen, Mingyue Guo, Xiaolong Wang, Bin Liu:
SOFM-Top: Protein Remote Homology Detection and Fold Recognition Based on Sequence-Order Frequency Matrix. 469-480
Biomedical Image Analysis
- Vitoantonio Bevilacqua, Daniele Altini, Martino Bruni, Marco Riezzo, Antonio Brunetti, Claudio Loconsole, Andrea Guerriero, Gianpaolo Francesco Trotta, Rocco Fasano, Marica Di Pirchio, Cristina Tartaglia, Elena Ventrella, Michele Telegrafo, Marco Moschetta:
A Supervised Breast Lesion Images Classification from Tomosynthesis Technique. 483-489
Human-Machine Interaction: Shaping Tools Which Will Shape Us
- Claudio Loconsole, Gianpaolo Francesco Trotta, Antonio Brunetti, Joseph Trotta, Angelo Schiavone, Sabina Ilaria Tatò, Giacomo Losavio, Vitoantonio Bevilacqua:
Computer Vision and EMG-Based Handwriting Analysis for Classification in Parkinson's Disease. 493-503 - Ilaria Bortone, Gianpaolo Francesco Trotta, Antonio Brunetti, Giacomo Donato Cascarano, Claudio Loconsole, Nadia Agnello, Alberto Argentiero, Giuseppe Nicolardi, Antonio Frisoli, Vitoantonio Bevilacqua:
A Novel Approach in Combination of 3D Gait Analysis Data for Aiding Clinical Decision-Making in Patients with Parkinson's Disease. 504-514
Protein and Gene Bioinformatics: Analysis, Algorithms and Applications
- Y-h. Taguchi:
Identification of Candidate Drugs for Heart Failure Using Tensor Decomposition-Based Unsupervised Feature Extraction Applied to Integrated Analysis of Gene Expression Between Heart Failure and DrugMatrix Datasets. 517-528 - Panpaki Seekaki, Norichika Ogata:
Calculating Kolmogorov Complexity from the Transcriptome Data. 529-540 - R. Prabakaran, Rahul Nikam, Sandeep Kumar, M. Michael Gromiha:
Influence of Amino Acid Properties for Characterizing Amyloid Peptides in Human Proteome. 541-548 - Masahito Ohue, Takuro Yamazaki, Tomohiro Ban, Yutaka Akiyama:
Link Mining for Kernel-Based Compound-Protein Interaction Predictions Using a Chemogenomics Approach. 549-558 - Xiaojuan Wang, Hua Yan, Di Zhang, Le Zhao, Yannan Bin, Junfeng Xia:
Investigating Alzheimer's Disease Candidate Genes Based on Combined Network Using Subnetwork Extraction Algorithms. 559-565
Special Session on Computer Vision based Navigation
- Inas Jawad Kadhim, Prashan Premaratne, Peter James Vial, Brendan Halloran:
A Comparative Analysis Among Dual Tree Complex Wavelet and Other Wavelet Transforms Based on Image Compression. 569-580 - Brendan Halloran, Prashan Premaratne, Peter Vial, Inas Jawad Kadhim:
Distributed One Dimensional Calibration and Localisation of a Camera Sensor Network. 581-593
Neural Networks: Theory and Application
- Feng-Lin Du, Jiaxing Li, Zhi Yang, Peng Chen, Bing Wang, Jun Zhang:
CAPTCHA Recognition Based on Faster R-CNN. 597-605 - Lei Wang, Dong Wang, Yaou Zhao, Yuehui Chen:
Prediction of Subcellular Localization of Multi-site Virus Proteins Based on Convolutional Neural Networks. 606-615 - Lei Wang, Dong Wang, Yaou Zhao, Yuehui Chen:
Improved Convolutional Neural Networks for Identifying Subcellular Localization of Gram-Negative Bacterial Proteins. 616-625 - Xiaoqing Jiang, Dapeng He, Xinghai Yang, Lingyin Wang:
Emotion Recognition from Noisy Mandarin Speech Preprocessed by Compressed Sensing. 626-636 - Yue Zhao, Bo Ai, Yiru Liu:
A Novel Adaptive Beamforming with Combinational Algorithm in Wireless Communications. 637-646 - Qingfei Meng, Yuehui Chen, Dong Wang, Qingfang Meng:
Learning Bayesian Networks Structure Based Part Mutual Information for Reconstructing Gene Regulatory Networks. 647-654 - Jiwen Dong, Yunxing Gao, Hengjian Li, Tianmei Guo:
Bilateral Filtering NIN Network for Image Classification. 655-665 - Changzhi Yu, Hengjian Li, Ziru Zhao, Jiwen Dong:
A High and Efficient Sparse and Compressed Sensing-Based Security Approach for Biometric Protection. 666-677 - Yun-Xia Liu, Yang Yang, Min Li:
Robust Real-Time Head Detection by Grayscale Template Matching Based on Depth Images. 678-688 - Zheng Hua, Tao Du, Shouning Qu, Guodong Mou:
A Data Stream Clustering Algorithm Based on Density and Extended Grid. 689-699 - Yishen Zhang, Dong Wang, Yuehui Chen, Huijie Shang, Qi Tian:
Credit Risk Assessment Based on Long Short-Term Memory Model. 700-712 - Mingmin Liu, Qingfang Meng, Qiang Zhang, Hanyong Zhang, Dong Wang:
The Feature Extraction Method of EEG Signals Based on the Loop Coefficient of Transition Network. 713-719 - Xiao-Fang Zhong, Ning Yuan, Shi-Yuan Han, Yuehui Chen, Dong Wang:
Safety Inter-vehicle Policy Based on the Longitudinal Dynamics Behaviors. 720-729 - Shi-Yuan Han, Fan Ping, Qian Zhang, Yuehui Chen, Jin Zhou, Dong Wang:
Global Adaptive and Local Scheduling Control for Smart Isolated Intersection Based on Real-Time Phase Saturability. 730-739 - Peng Wu, Likai Dong, Yuling Fan, Dong Wang:
Classifying DNA Microarray for Cancer Diagnosis via Method Based on Complex Networks. 740-747 - Peng Wu, Dong Wang, Xiao-Fang Zhong, Qing Zhao:
Predicting Multisite Protein Sub-cellular Locations Based on Correlation Coefficient. 748-756 - Peng Wu, Dong Wang, Xiao-Fang Zhong, Fanliang Kong:
Using a Hierarchical Classification Model to Predict Protein Tertiary Structure. 757-764 - Yuling Fan, Tao Xu, Likai Dong, Dong Wang:
The Study on Grade Categorization Model of Question Based on on-Line Test Data. 765-775 - Tao Xu, Zhiquan Feng, Likai Dong, Xiaohui Yang:
2D Human Parsing with Deep Skin Model and Part-Based Model Inference. 776-787 - Ping Yu, Songjiang Wang:
Terrain Visualization Based on Viewpoint Movement. 788-799 - Jin Zhou, Hao Teng, Ziqiang Yu, Dong Wang, Jiaqi Wang:
Distributed Processing of Continuous Range Queries Over Moving Objects. 800-810 - Likai Dong, Zhikang Ma, Tao Xu, Dong Wang:
Identity Authentication Technology of Mobile Terminal Based on Cloud Face Recognition. 811-822 - Rongbin Xu, Huijie Shang, Dong Wang, Gaoqiang Yu, Yunguang Lin:
Prediction and Analysis of Mature microRNA with Flexible Neural Tree Model. 823-833
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