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Neural Computing and Applications, Volume 35
Volume 35, Number 1, January 2023
- Ioannis Hatzilygeroudis, George A. Tsihrintzis, Maria Virvou
, Isidoros Perikos:
Special issue on information, intelligence, systems and applications. 1-2 - Stamatis Karlos
, Christos K. Aridas, Vasileios G. Kanas, Sotiris Kotsiantis:
Classification of acoustical signals by combining active learning strategies with semi-supervised learning schemes. 3-20 - Serafeim P. Moustakidis
, Nikolaos I. Papandrianos, Eirini Christodolou, Elpiniki Papageorgiou, Dimitrios Tsaopoulos:
Dense neural networks in knee osteoarthritis classification: a study on accuracy and fairness. 21-33 - Theodoros Zafeiriou
, Dimitris Kalles
:
Ultra-short-term trading system using a neural network-based ensemble of financial technical indicators. 35-60 - Christos Troussas, Akrivi Krouska
, Maria Virvou
:
A multilayer inference engine for individualized tutoring model: adapting learning material and its granularity. 61-75 - Jianqiang Gong, Jie Jin
:
A better robustness and fast convergence zeroing neural network for solving dynamic nonlinear equations. 77-87 - Dimitrios Meimetis, Ioannis Daramouskas, Isidoros Perikos
, Ioannis Hatzilygeroudis:
Real-time multiple object tracking using deep learning methods. 89-118 - Pascal A. Schirmer
, Iosif Mporas:
On the non-intrusive extraction of residents' privacy- and security-sensitive information from energy smart meters. 119-132 - Athanasios Fevgas
, Leonidas Akritidis
, Miltiadis Alamaniotis
, Panagiota E. Tsompanopoulou, Panayiotis Bozanis:
HyR-tree: a spatial index for hybrid flash/3D XPoint storage. 133-145 - Christos Spatharis, Alevizos Bastas, Theocharis Kravaris, Konstantinos Blekas, George A. Vouros
, Jose Manuel Cordero Garcia:
Hierarchical multiagent reinforcement learning schemes for air traffic management. 147-159 - Anastasios Ntourmas
, Sophia Daskalaki, Yannis A. Dimitriadis, Nikolaos M. Avouris:
Classifying MOOC forum posts using corpora semantic similarities: a study on transferability across different courses. 161-175 - Antiopi Panteli
, Basilis Boutsinas:
Improvement of similarity-diversity trade-off in recommender systems based on a facility location model. 177-189 - Antiopi Panteli
, Basilis Boutsinas:
Correction to: Improvement of similarity-diversity trade-off in recommender systems based on a facility location model. 191 - Dionisis Margaris
, Dimitris Spiliotopoulos
, Costas Vassilakis
, Dionysios Vasilopoulos:
Improving collaborative filtering's rating prediction accuracy by introducing the experiencing period criterion. 193-210
- Jianbo Yu
, Yue Zhang:
Challenges and opportunities of deep learning-based process fault detection and diagnosis: a review. 211-252 - Xiang Ma
, Qiang Wang
, Tianyou Zheng, Lin Yuan:
A shapelet-based framework for large-scale word-level sign language database auto-construction. 253-274 - Xin Yong, Yuelin Gao:
Improved firefly algorithm for feature selection with the ReliefF-based initialization and the weighted voting mechanism. 275-301 - Vahdettin Demir
, Zaher Mundher Yaseen
:
Neurocomputing intelligence models for lakes water level forecasting: a comprehensive review. 303-343 - Eko David Kurniawan, Nazrul Effendy
, Agus Arif, Kenny Dwiantoro, Nidlom Muddin:
Soft sensor for the prediction of oxygen content in boiler flue gas using neural networks and extreme gradient boosting. 345-352 - Elnaz Pashaei, Elham Pashaei:
Hybrid binary COOT algorithm with simulated annealing for feature selection in high-dimensional microarray data. 353-374 - Yan Zhang, Yongsheng Sun, Nian Wang
, Zijian Gao, Jing Zhu, Jun Tang:
Multi-scale confusion and filling mechanism for pressure footprint recognition. 375-392 - Seong Hyeon Hong, Junlin Ou, Yi Wang
:
Physics-guided neural network and GPU-accelerated nonlinear model predictive control for quadcopter. 393-413 - Eugenio Aguirre
, Miguel García-Silvente
:
Detecting and tracking using 2D laser range finders and deep learning. 415-428 - Alperen Erdogan
, Selda Güney:
Object classification on noise-reduced and augmented micro-doppler radar spectrograms. 429-447 - Jonathan Viquerat
, Régis Duvigneau
, P. Meliga, Alexander Kuhnle, Elie Hachem:
Policy-based optimization: single-step policy gradient method seen as an evolution strategy. 449-467 - Andrea Murari
, Michele Lungaroni, Luca Spolladore
, Emmanuele Peluso, Riccardo Rossi
, Michela Gelfusa:
Information theoretic and neural computational tools for meta-analysis of cumulative databases in the age of Big Physics experiments. 469-486 - Mohd Herwan Sulaiman
, Zuriani Mustaffa, Mohd Mawardi Saari, Hamdan Daniyal, Seyedali Mirjalili:
Evolutionary mating algorithm. 487-516 - Peng Liu
, Yunliu Li, Junwei Sun, Yanfeng Wang:
Output synchronization analysis of coupled fractional-order neural networks with fixed and adaptive couplings. 517-528 - Osman Altay
, Elif Varol Altay
:
A novel hybrid multilayer perceptron neural network with improved grey wolf optimizer. 529-556 - Smriti Sharma
, Subhamoy Sen
:
Real-time structural damage assessment using LSTM networks: regression and classification approaches. 557-572 - Khanh Quoc Tran
, An Trong Nguyen
, Phu Gia Hoang
, Canh Duc Luu
, Trong-Hop Do
, Kiet Van Nguyen
:
Vietnamese hate and offensive detection using PhoBERT-CNN and social media streaming data. 573-594 - Surya Kant Singh
, Rajeev Srivastava
:
SL-Net: self-learning and mutual attention-based distinguished window for RGBD complex salient object detection. 595-609 - Sajjad Nematzadeh
, Mahsa Torkamanian-Afshar
, Amir Seyyedabbasi, Farzad Kiani
:
Maximizing coverage and maintaining connectivity in WSN and decentralized IoT: an efficient metaheuristic-based method for environment-aware node deployment. 611-641 - Lanmei Wang, Lizhe Wang
, Yanbo Zhu, Anliang Chu, Guibao Wang:
CDFF: a fast and highly accurate method for recognizing traffic signs. 643-662 - Faisal Jamsheed
, Sheikh Javed Iqbal:
Simplified artificial neural network based online adaptive control scheme for nonlinear systems. 663-679 - Emre Çelik
, Nihat Öztürk, Essam H. Houssein
:
Improved load frequency control of interconnected power systems using energy storage devices and a new cost function. 681-697 - Bhavani Devi Ravichandran, Pantea Keikhosrokiani
:
Classification of Covid-19 misinformation on social media based on neuro-fuzzy and neural network: A systematic review. 699-717 - Reza Ghezelbash, Abbas Maghsoudi, Mehdi Shamekhi, Biswajeet Pradhan
, Mehrdad Daviran:
Genetic algorithm to optimize the SVM and K-means algorithms for mapping of mineral prospectivity. 719-733 - Kaibo Duan, Shi Bao
, Zhiqiang Liu, ShaoDong Cui:
Exploring vision transformer: classifying electron-microscopy pollen images with transformer. 735-748 - M. N. Pushpalatha
, Harshubh Meherishi, Avani Vaishnav, R. Anurag Pillai, Aman Gupta:
Facial emotion recognition and encoding application for the visually impaired. 749-755 - Ming Zhang
, Bing Zeng:
Recurrent self-optimizing proposals for weakly supervised object detection. 757-771 - Bassem Abd-El-Atty
:
A robust medical image steganography approach based on particle swarm optimization algorithm and quantum walks. 773-785 - Unai Zulaika
, Aitor Almeida, Diego López-de-Ipiña:
Regularized online tensor factorization for sparse knowledge graph embeddings. 787-797 - Kai Qi
, Hu Yang
:
A novel robust nonparallel support vector classifier based on one optimization problem. 799-814 - Hossam Magdy Balaha
, Asmaa El-Sayed Hassan
:
Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm. 815-853 - Khalid M. Hosny
, Asmaa M. Khalid, Hanaa M. Hamza
, Seyedali Mirjalili
:
Multilevel thresholding satellite image segmentation using chaotic coronavirus optimization algorithm with hybrid fitness function. 855-886 - Vahdettin Demir
, Hatice Citakoglu
:
Forecasting of solar radiation using different machine learning approaches. 887-906 - Xixi Li, Ruimin Hu
, Zheng Wang:
Beyond fixed time and space: next POI recommendation via multi-grained context and correlation. 907-920 - Ahmed Shihab Albahri
, Rula A. Hamid, A. A. Zaidan, Osamah Shihab Albahri:
Early automated prediction model for the diagnosis and detection of children with autism spectrum disorders based on effective sociodemographic and family characteristic features. 921-947 - Syed Muhammad Saqlain Shah
, Javed I. Khan, Syed Husnain Abbas Naqvi, Anwar Ghani
:
Symmetric mean binary pattern-based Pakistan sign language recognition using multiclass support vector machines. 949-972 - Xiao Ke, Wenzhong Guo
, Xu Huang:
HPFace: a high speed and accuracy face detector. 973-991 - Yu Zhu
, Yingchun Ye, Mengyang Li
, Ji Zhang, Ou Wu:
Investigating annotation noise for named entity recognition. 993-1007 - Ahmet Burak Tatar
:
Biometric identification system using EEG signals. 1009-1023 - Zhi-yan Song, Jian-wei Liu, Jie Yang, Lu-ning Zhang:
Linear normalization attention neural Hawkes process. 1025-1039 - Juanping Yang, Hong-Li Li
, Long Zhang, Cheng Hu
, Haijun Jiang:
Synchronization analysis and parameters identification of uncertain delayed fractional-order BAM neural networks. 1041-1052
Volume 35, Number 2, January 2023
- Suash Deb, Ka-Chun Wong, Thomas Hanne:
2019 India International Congress on Computational Intelligence. 1053-1054 - Isha Ganguli
, Jaya Sil, Nandita Sengupta:
Nonparametric method of topic identification using granularity concept and graph-based modeling. 1055-1075 - Ibrahim Aliyu
, Chang Gyoon Lim:
Selection of optimal wavelet features for epileptic EEG signal classification with LSTM. 1077-1097 - Wesley Doorsamy
, V. Rameshar
:
Investigation of PCA as a compression pre-processing tool for X-ray image classification. 1099-1109 - Iyad Abu Doush
, Mohammed El-Abd
, Abdelaziz I. Hammouri, Mohammad Qasem Bataineh:
The effect of different stopping criteria on multi-objective optimization algorithms. 1125-1155 - Alireza Vafaei Sadr
, Bruce A. Bassett
, Martin Kunz
:
A flexible framework for anomaly Detection via dimensionality reduction. 1157-1167 - Bundit Manaskasemsak
, Jirateep Tantisuwankul, Arnon Rungsawang
:
Fake review and reviewer detection through behavioral graph partitioning integrating deep neural network. 1169-1182 - Méziane Aïder, Oussama Gacem, Mhand Hifi
:
Effect of learning strategies in an evolutionary method: the case of the bi-objective quadratic multiple knapsack problem. 1183-1209 - Masahiro Kanazaki
, Nao Setoguchi, Ryouta Saisyo:
Evolutionary algorithm applied to time-series landing flight path and control optimization of supersonic transport. 1211-1223 - M. G. K. Machesa
, Lagouge Kwanda Tartibu
, Modestus O. Okwu
:
Performance analysis of stirling engine using computational intelligence techniques (ANN & Fuzzy Mamdani Model) and hybrid algorithms (ANN-PSO & ANFIS). 1225-1245
- Fahd Saghir
, M. E. Gonzalez Perdomo, Peter Behrenbruch:
Application of streaming analytics for Artificial Lift systems: a human-in-the-loop approach for analysing clustered time-series data from progressive cavity pumps. 1247-1277 - Yuhui Zhu, Guanjun Lin, Lipeng Song
, Jun Zhang:
The application of neural network for software vulnerability detection: a review. 1279-1301 - Nuri Korhan
, Tamer Ölmez, Zümray Dokur:
Generating ten BCI commands using four simple motor imageries and classification by divergence-based DNN. 1303-1322 - Qi Dai
, Jian-wei Liu, Jia-Liang Zhao:
Distance-based arranging oversampling technique for imbalanced data. 1323-1342 - Wissem Abbes
, Zied Kechaou, Amir Hussain, Abdulrahman M. Qahtani, Omar Almutiry, Habib Dhahri, Adel M. Alimi
:
An Enhanced Binary Particle Swarm Optimization (E-BPSO) algorithm for service placement in hybrid cloud platforms. 1343-1361 - Ahmed M. Khedr, Zaher Al Aghbari
, P. V. Pravija Raj:
MSSPP: modified sparrow search algorithm based mobile sink path planning for WSNs. 1363-1378 - Sergio Hernández-García
, Alfredo Cuesta-Infante
, José Ángel Moreno-SanSegundo
, Antonio S. Montemayor
:
Deep reinforcement learning for automated search of model parameters: photo-fenton wastewater disinfection case study. 1379-1394 - Ahmed AlDhanhani, Ernesto Damiani, Rabeb Mizouni
, Di Wang, Ahmad Al-Rubaie:
Multi-modal traffic event detection using shapelets. 1395-1408 - Oscar Almanza-Conejo
, Dora Luz Almanza-Ojeda, Jose L. Contreras-Hernandez, Mario Alberto Ibarra-Manzano
:
Emotion recognition in EEG signals using the continuous wavelet transform and CNNs. 1409-1422 - Hong Zeng
, Wael Zakaria
:
A new common spatial pattern-based unified channels algorithm for driver's fatigue EEG signals classification. 1423-1445 - Yigit Çagatay Kuyu
, Fahri Vatansever
:
Heap-based optimizer embedded with search strategies applied to high-order analog filter designs: a comparative study with up-to-date metaheuristics. 1447-1467 - Soumen Das
, Saroj K. Biswas, Biswajit Purkayastha:
A deep sign language recognition system for Indian sign language. 1469-1481 - Isaac Tonkin
, Adrian Gepp
, Geoff Harris
, Bruce J. Vanstone
:
Adapting deep learning models between regional markets. 1483-1492 - Ali Wagdy Mohamed
, Karam M. Sallam
, Prachi Agrawal, Anas A. Hadi
, Ali Khater Mohamed:
Evaluating the performance of meta-heuristic algorithms on CEC 2021 benchmark problems. 1493-1517 - Zhijie Wen, Hui Xu, Shihui Ying
:
JSMix: a holistic algorithm for learning with label noise. 1519-1533 - Karim Sattar
, Feras Chikh Oughali, Khaled Assi
, Nedal T. Ratrout, Arshad Jamal
, Syed Masiur Rahman
:
Transparent deep machine learning framework for predicting traffic crash severity. 1535-1547 - Fatih Ertam
, Omer Faruk Yakut, Turker Tuncer:
Pattern lock screen detection method based on lightweight deep feature extraction. 1549-1567 - Togzhan Barakbayeva, Fatih M. Demirci:
Fully automatic CNN design with inception and ResNet blocks. 1569-1580 - Volodymyr Novykov
, Christopher Bilson, Adrian Gepp
, Geoff Harris
, Bruce James Vanstone
:
Empirical validation of ELM trained neural networks for financial modelling. 1581-1605 - Rani Koshy
, Sivasankar Elango:
Multimodal tweet classification in disaster response systems using transformer-based bidirectional attention model. 1607-1627 - Mai Zhu
, Bo Chang, Chong Fu
:
Convolutional neural networks combined with Runge-Kutta methods. 1629-1643 - Ayat Karrar, Mai S. Mabrouk, Manal Abdel Wahed, Ahmed Y. Sayed
:
Auto diagnostic system for detecting solitary and juxtapleural pulmonary nodules in computed tomography images using machine learning. 1645-1659 - Pavithra Venkatachalapathy
, S. M. Mallikarjunaiah:
A feedforward neural network framework for approximating the solutions to nonlinear ordinary differential equations. 1661-1673 - Mingxuan Sun
, Xing Li, Guomin Zhong:
Semi-global fixed/predefined-time RNN models with comprehensive comparisons for time-variant neural computing. 1675-1693 - Ke-Jia Chen
, Jie Zhang, Jingqiang Chen:
GIMIRec: Global Interaction-aware Multi-Interest framework for sequential Recommendation. 1695-1709 - Hossam M. J. Mustafa
, Masri Ayob, Hisham A. Shehadeh
, Sawsan Abu-Taleb:
Multi-objective memetic differential evolution optimization algorithm for text clustering problems. 1711-1731 - Fatemehossadat Miri
, Carol I. Miles, Harold W. Lewis:
Simulating a complete Tritonia escape swim network using a novel event-based spiking neural network algorithm. 1733-1748 - Majdi M. Mafarja
, Thaer Thaher, Jingwei Too, Hamouda Chantar
, Hamza Turabieh, Essam H. Houssein
, Marwa M. Emam:
An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification. 1749-1775 - Ahmed Snoun
, Tahani Bouchrika, Olfa Jemai
:
Deep-learning-based human activity recognition for Alzheimer's patients' daily life activities assistance. 1777-1802 - Xiaoxuan Sun, Xiaodan Deng, Qian Yin
, Ping Guo:
An improved parameter learning methodology for RVFL based on pseudoinverse learners. 1803-1818 - Yongkang Xiao, Rong Xiao
, Ning Huang, Yixin Hu, Huan Li, Bo Sun:
Knowledge tracing based on multi-feature fusion. 1819-1833 - Ming Fang
, Siyu Peng, Yang Zhao, Haibo Yuan, Chih-Cheng Hung, Shuhua Liu
:
3 s-STNet: three-stream spatial-temporal network with appearance and skeleton information learning for action recognition. 1835-1848 - D. Shiny Irene, M. Lakshmi
, A. Mary Joy Kinol, A. Joseph Selva Kumar:
Improved deep convolutional neural network-based COOT optimization for multimodal disease risk prediction. 1849-1862 - Murat Sahin
:
Solving TSP by using combinatorial Bees algorithm with nearest neighbor method. 1863-1879 - Xiaoqing Li, Jinwen Ma
:
Fine-grained image retrieval by combining attention mechanism and context information. 1881-1897 - Carmen De Maio, Giuseppe Fenza, Mariacristina Gallo
, Vincenzo Loia
, Claudio Stanzione
:
Toward reliable machine learning with Congruity: a quality measure based on formal concept analysis. 1899-1913 - Zahra Nassiri, Hesam Omranpour
:
Learning the transfer function in binary metaheuristic algorithm for feature selection in classification problems. 1915-1929 - Yixuan Wu, Kuanlun Liao, Jintai Chen, Jinhong Wang, Danny Z. Chen, Honghao Gao, Jian Wu:
D-former: a U-shaped Dilated Transformer for 3D medical image segmentation. 1931-1944 - R. Rathipriya, Abdul Aziz Abdul Rahman
, Dhamodharavadhani S.
, Abdelrhman Meero
, G. Yoganandan
:
Demand forecasting model for time-series pharmaceutical data using shallow and deep neural network model. 1945-1957 - Xianlin Peng, Huayu Zhao, Xiaoyu Wang, Yongqin Zhang
, Zhan Li, Qunxi Zhang, Jun Wang, Jinye Peng, Haida Liang:
C3N: content-constrained convolutional network for mural image completion. 1959-1970 - Yu Shi, Xi Zhang, Ning Yu:
PL-Transformer: a POS-aware and layer ensemble transformer for text classification. 1971-1982 - Varanavasi Nallasamy
, Malarvizhi Seshiah:
Energy Profile Bayes and Thompson Optimized Convolutional Neural Network protein structure prediction. 1983-2006 - Zihui Guo, Yonghong Hou, Pichao Wang, Zhimin Gao
, Mingliang Xu, Wanqing Li:
FT-HID: a large-scale RGB-D dataset for first- and third-person human interaction analysis. 2007-2024
Volume 35, Number 3, January 2023
- Jinghua Zhao:
Special issue on 2021 international conference on machine learning and big data analytics for iot security and privacy. 2025-2026 - Liang Yang
, Chenxi Qu, Bochen Jia
, Shengguan Qu:
The design of an affordable fault-tolerant control system of the brushless DC motor for an active waist exoskeleton. 2027-2037 - Yigang Chang, Qian Wu, Limin Chi, Huaying Huo
:
CT manifestations of gallbladder carcinoma based on neural network. 2039-2044 - Xuetao Li, Jia Wang, Chengying Yang:
Risk prediction in financial management of listed companies based on optimized BP neural network under digital economy. 2045-2058 - Qinghua Wu, Bin Wu, Xuesong Yan:
An intelligent traceability method of water pollution based on dynamic multi-mode optimization. 2059-2076 - Fei Peng
, Li Zheng:
Fuzzy rule-based neural network for high-speed train manufacturing system scheduling problem. 2077-2088