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ORCIDNeural Processing Letters, Volume 53
Volume 53, Number 1, February 2021
- Xiaofei Zhu
, Khoi Duy Do, Jiafeng Guo, Jun Xu, Stefan Dietze:
Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering. 1-16 - Younghoon Lee:
Systematic Homonym Detection and Replacement Based on Contextual Word Embedding. 17-36 - Tadayoshi Fushiki:
On the Selection of the Regularization Parameter in Stacking. 37-48 - Dengdi Chen, Fanchao Kong:
Delay-Dependent Criteria for Global Exponential Stability of Time-Varying Delayed Fuzzy Inertial Neural Networks. 49-68 - M. Syed Ali, R. Agalya, Zeynep Orman, Sabri Arik:
Leader-Following Consensus of Non-linear Multi-agent Systems with Interval Time-Varying Delay via Impulsive Control. 69-83 - Yanjuan Ma, Jinhai Liu, Yan Zhao:
Evolved Fuzzy Min-Max Neural Network for Unknown Labeled Data and its Application on Defect Recognition in Depth. 85-105 - Predrag S. Stanimirovic, Vasilios N. Katsikis, Dimitrios Gerontitis:
A New Varying-Parameter Design Formula for Solving Time-Varying Problems. 107-129 - Najmeh Jamali, Ahmad Sadegheih, Mohammad Mehdi Lotfi, Lincoln C. Wood, Mohammad Javad Ebadi:
Estimating the Depth of Anesthesia During the Induction by a Novel Adaptive Neuro-Fuzzy Inference System: A Case Study. 131-175 - Ayan Sentuna, Abeer Alsadoon, P. W. C. Prasad, Maha Saadeh, Omar Hisham Alsadoon:
A Novel Enhanced Naïve Bayes Posterior Probability (ENBPP) Using Machine Learning: Cyber Threat Analysis. 177-209 - Kang Tang, Dahong Xu, Hong Liu, Zhixin Zeng:
Context Module Based Multi-patch Hierarchical Network for Motion Deblurring. 211-226 - Nadia Masood Khan, Gul Muhammad Khan:
Real-Time Lossy Audio Signal Reconstruction Using Novel Sliding Based Multi-instance Linear Regression/Random Forest and Enhanced CGPANN. 227-255 - Jinting Zhu, Julian Jang-Jaccard, Tong Liu, Jukai Zhou:
Joint Spectral Clustering based on Optimal Graph and Feature Selection. 257-273 - Xiaoying Liu, Hongbo Fu, Lei Liu:
Leader-Following Mean Square Consensus of Stochastic Multi-agent Systems via Periodically Intermittent Event-Triggered Control. 275-298 - Leimin Wang, Jie Wu, Xinmei Wang:
Finite-Time Stabilization of Memristive Neural Networks with Time Delays. 299-318 - C. Pabitha, B. Vanathi:
Densemask RCNN: A Hybrid Model for Skin Burn Image Classification and Severity Grading. 319-337 - Zehui Cao, Jing Zhao, Shiliang Sun:
Stick-Breaking Dependent Beta Processes with Variational Inference. 339-353 - Guo Luo, Zhi Yang, Choujun Zhan, Qizhi Zhang:
Identification of Nonlinear Dynamical System Based on Raised-Cosine Radial Basis Function Neural Networks. 355-374 - Naiyin Liu, Qianlong Wang, Jiangtao Ren:
Label-Embedding Bi-directional Attentive Model for Multi-label Text Classification. 375-389 - Nallappan Gunasekaran, M. Syed Ali:
Design of Stochastic Passivity and Passification for Delayed BAM Neural Networks with Markov Jump Parameters via Non-uniform Sampled-Data Control. 391-404 - Kemal Uçak, Gülay Öke Günel:
Online Support Vector Regression Based Adaptive NARMA-L2 Controller for Nonlinear Systems. 405-428 - Qamar Askari, Irfan Younas:
Political Optimizer Based Feedforward Neural Network for Classification and Function Approximation. 429-458 - Umesh Gupta, Deepak Gupta:
On Regularization Based Twin Support Vector Regression with Huber Loss. 459-515 - Zhiqiang Zhang, Zeqian Xu, Junyan Tan, Hui Zou:
Multi-class support vector machine based on the minimization of class variance. 517-533 - Lin Xiang, Xiaoqin Zeng, Shengli Wu, Yanjun Liu, Baohua Yuan:
Computation of CNN's Sensitivity to Input Perturbation. 535-560 - Ria Kanjilal, Ismail Uysal:
The Future of Human Activity Recognition: Deep Learning or Feature Engineering? 561-579 - Grienggrai Rajchakit, Ramalingam Sriraman:
Robust Passivity and Stability Analysis of Uncertain Complex-Valued Impulsive Neural Networks with Time-Varying Delays. 581-606 - Vishal Srivastava, Bhaskar Biswas:
Manifold Preserving CNN for Pixel-Based Object Labelling in Images for High Dimensional Feature spaces. 607-635 - Chengdai Huang, Jinde Cao:
Bifurcations Induced by Self-connection Delay in High-Order Fractional Neural Networks. 637-651 - Zishu Gao, En Li, Zhe Wang, Guodong Yang, Jiwu Lu, Bo Ouyang, Dawei Xu, Zize Liang:
Object Reconstruction Based on Attentive Recurrent Network from Single and Multiple Images. 653-670 - Wadhah Ayadi, Wajdi Elhamzi, Imen Charfi, Mohamed Atri:
Deep CNN for Brain Tumor Classification. 671-700 - Fatemeh Farokhmanesh, Mohammad Taghi Sadeghi:
Deep Neural Networks Regularization Using a Combination of Sparsity Inducing Feature Selection Methods. 701-720 - Zakria Qadir, Enver Ever, Canras Batunlu:
Use of Neural Network Based Prediction Algorithms for Powering Up Smart Portable Accessories. 721-756 - Yuzhong Wang, Tie Zhang, Si Chen, Junchao Ren:
Network-Based H∞ Filtering for Descriptor Markovian Jump Systems with a Novel Neural Network Event-Triggered Scheme. 757-775 - Jie Jin:
An Improved Finite Time Convergence Recurrent Neural Network with Application to Time-Varying Linear Complex Matrix Equation Solution. 777-786 - María-Elena Fernández-García, José-Luis Sancho-Gómez, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal:
Complete Stacked Denoising Auto-Encoders for Regression. 787-797 - Chaouki Aouiti, Farah Dridi, Qing Hui, Emmanuel Moulay:
(μ , ν )-Pseudo Almost Automorphic Solutions of Neutral Type Clifford-Valued High-Order Hopfield Neural Networks with D Operator. 799-828 - Linxiang Qi, Kaibo Shi, Chengdong Yang, Shiping Wen:
Mean Square Stabilization of Neural Networks with Weighted Try once Discard Protocol and State Observer. 829-842 - Chanchal Kumar, Taran Singh Bharati, Shiv Prakash:
Online Social Network Security: A Comparative Review Using Machine Learning and Deep Learning. 843-861 - Bernardo B. Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Júnior, Kenny V. dos Santos:
Correction to: Fukunaga-Koontz Convolutional Network with Applications on Character Classification. 863
Volume 53, Number 2, April 2021
- Shuai Zhang, Yongqing Yang, Li Li, Dinghui Wu:
Quasi-Synchronization of Fractional-Order Complex-Valued Memristive Recurrent Neural Networks with Switching Jumps Mismatch. 865-891 - Yangling Wang, Jinde Cao, Haijun Wang:
State Estimation for Markovian Coupled Neural Networks with Multiple Time Delays Via Event-Triggered Mechanism. 893-906 - Lakshmi Chandrasekaran, Karuppusamy Thenmozhi, C. Venkatesan, A. Seshadhri, John Bosco Balaguru Rayappan, Rengarajan Amirtharajan:
Mutated Cleavages of Images for Stealth Disclosure: A Hopfield Neural Network Attractor (HNNA) Approach. 907-928 - M. Syed Ali, M. Hymavathi:
Synchronization of Fractional Order Neutral Type Fuzzy Cellular Neural Networks with Discrete and Distributed Delays via State Feedback Control. 929-957 - Min Meng, Yu Liu, Jigang Wu:
Robust Discriminant Projection Via Joint Margin and Locality Structure Preservation. 959-982 - Xiaohong Wang, Zhen Wang, Jianwei Xia, Qian Ma:
Quantized Sampled-Data Control for Exponential Stabilization of Delayed Complex-Valued Neural Networks. 983-1000 - Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer:
Illustrative Discussion of MC-Dropout in General Dataset: Uncertainty Estimation in Bitcoin. 1001-1011 - Shibing Zhou, Fei Liu, Wei Song:
Estimating the Optimal Number of Clusters Via Internal Validity Index. 1013-1034 - S. Aadhithiyan, Ramachandran Raja, Quanxin Zhu, Jehad O. Alzabut, Michal Niezabitowski, C. P. Lim:
Exponential Synchronization of Nonlinear Multi-weighted Complex Dynamic Networks with Hybrid Time Varying Delays. 1035-1063 - Zijie Zhou, Baofeng Zhang, Yu Xiao:
Infrared Handprint Classification Using Deep Convolution Neural Network. 1065-1079 - Shivendra Singh, Anubha Agrawal, Hariprasad Kodamana, Manojkumar Ramteke:
Multi-objective Optimization Based Recursive Feature Elimination for Process Monitoring. 1081-1099 - Hegui Zhu, Ru Wang, Xiangde Zhang:
Image Captioning with Dense Fusion Connection and Improved Stacked Attention Module. 1101-1118 - James Ryland:
Modeling Axonal Plasticity in Artificial Neural Networks. 1119-1146 - Fabio Sigrist:
KTBoost: Combined Kernel and Tree Boosting. 1147-1160 - Shuai Zhu, Hui Wang, Hui Lv, Huisheng Zhang:
Augmented Online Sequential Quaternion Extreme Learning Machine. 1161-1186 - Angel Deborah S, T. T. Mirnalinee, Sakaya Milton Rajendram:
Emotion Analysis on Text Using Multiple Kernel Gaussian... 1187-1203 - Janice Pan, Alan C. Bovik:
Perceptual Monocular Depth Estimation. 1205-1228 - Chiranjib Sur:
aiTPR: Attribute Interaction-Tensor Product Representation for Image Caption. 1229-1251 - Sundaram Divya Meena, Loganathan Agilandeeswari:
Smart Animal Detection and Counting Framework for Monitoring Livestock in an Autonomous Unmanned Ground Vehicle Using Restricted Supervised Learning and Image Fusion. 1253-1285 - Xiaoxiao Li, Shuai Li, Zhihao Xu, Xuefeng Zhou:
A Vary-Parameter Convergence-Accelerated Recurrent Neural Network for Online Solving Dynamic Matrix Pseudoinverse and its Robot Application. 1287-1304 - R. Kala, P. Deepa:
Spatial Rough Intuitionistic Fuzzy C-Means Clustering for MRI Segmentation. 1305-1353 - Arindam Sarkar:
Deep Learning Guided Double Hidden Layer Neural Synchronization Through Mutual Learning. 1355-1384 - Junjie Li, Ding Liu:
Information Bottleneck Theory on Convolutional Neural Networks. 1385-1400 - Hao Wang, Xiao-Jun Bi:
Person Re-Identification Based on Graph Relation Learning. 1401-1415 - Shan Yang, Xiangwei Zheng, Cun Ji, Xuanchi Chen:
Multi-layer Representation Learning and Its Application to Electronic Health Records. 1417-1433 - Liqun Zhou:
Global Exponential Dissipativity of Impulsive Recurrent Neural Networks with Multi-proportional Delays. 1435-1452 - Zhantao Cao, Guowu Yang, Xiaoyu Li, Qin Chen, Jinzhao Wu:
Multitask Classification Method Based on Label Correction for Breast Tumor Ultrasound Images. 1453-1468 - Ajendra Singh, Jitendra Nath Rai:
Stability of Fractional Order Fuzzy Cellular Neural Networks with Distributed Delays via Hybrid Feedback Controllers. 1469-1499 - Qing Wu, Zeyu Chen, Dechao Chen, Shuai Li:
Beetle Antennae Search Strategy for Neural Network Model Optimization with Application to Glomerular Filtration Rate Estimation. 1501-1522 - Rao Muhammad Anwer, Fahad Shahbaz Khan, Jorma Laaksonen:
Compact Deep Color Features for Remote Sensing Scene Classification. 1523-1544 - Hossein Moosaei, Saeed Ketabchi, Mohamad Razzaghi, Muhammad Tanveer:
Generalized Twin Support Vector Machines. 1545-1564 - Basak Esin Köktürk Güzel, Selami Beyhan:
Symbolic Regression Based Extreme Learning Machine Models for System Identification. 1565-1578 - José de Jesús Serrano-Pérez, Guillermo Fernández-Anaya, Salvador Carrillo-Moreno, Wen Yu:
New Results for Prediction of Chaotic Systems Using Deep Recurrent Neural Networks. 1579-1596 - Angshul Majumdar:
Kernelized Linear Autoencoder. 1597-1614 - Yuangui Bao, Yijun Zhang, Baoyong Zhang, Yu Guo:
Prescribed-Time Synchronization of Coupled Memristive Neural Networks with Heterogeneous Impulsive Effects. 1615-1632 - Pradeep Kumar Roy:
Deep Neural Network to Predict Answer Votes on Community Question Answering Sites. 1633-1646 - Debasish Das, Amit Kumar Das, Abhishek Rudra Pal, Sanjib Jaypuria, Dilip Kumar Pratihar, Gour Gopal Roy:
Meta-Heuristic Algorithms-Tuned Elman vs. Jordan Recurrent Neural Networks for Modeling of Electron Beam Welding Process. 1647-1663
Volume 53, Number 3, June 2021
- Shenshen Gu, Xinyi Chen, Lin Wang:
Global Optimization of Binary Quadratic Programming: A Neural Network Based Algorithm and Its FPGA Implementation. 1665-1684 - Lingmei Huang, Youshen Xia, Liqing Huang, Songchuan Zhang:
Two Matrix-Type Projection Neural Networks for Matrix-Valued Optimization with Application to Image Restoration. 1685-1707 - Ye Huang, Chaochen Gu, Xinping Guan:
Integrating Classical Control into Reinforcement Learning Policy. 1709-1722 - Long Cheng, Weizhou Liu:
An Effective Microscopic Detection Method for Automated Silicon-Substrate Ultra-microtome (ASUM). 1723-1740 - Akiyo Nomura, Megumi Ito, Atsuya Okazaki, Masatoshi Ishii, SangBum Kim, Junka Okazawa, Kohji Hosokawa, Wilfried Haensch:
Analysis of Effect of Weight Variation on SNN Chip with PCM-Refresh Method. 1741-1751 - Aliaksandr Adamenko, Andrii Fedorenko, Benjamin Nussbaum, Erich Schikuta:
N2SkyC: User Friendly and Efficient Neural Network Simulation Fostering Cloud Containers. 1753-1772 - Junya Chen, Jianfeng Feng, Wenlian Lu:
A Wiener Causality Defined by Divergence. 1773-1794 - Çagatay Berke Erdas, Selda Güney:
Human Activity Recognition by Using Different Deep Learning Approaches for Wearable Sensors. 1795-1809 - Jin Ning, Leiting Chen, Chuan Zhou, Defu Liu:
Multi-object Spatial-Temporal Anomaly Detection Using an LSTM-Based Framework. 1811-1821 - Son Nguyen, Michael T. Manry:
Balanced Gradient Training of Feed Forward Networks. 1823-1844 - Guang Ling, Ming-Feng Ge, Yu-Han Tong, Qingju Fan:
Exponential Synchronization of Delayed Switching Genetic Oscillator Networks via Mode-Dependent Partial Impulsive Control. 1845-1863 - Shanmugasundaram Abinaya, M. K. Kavitha Devi:
Enhancing Top-N Recommendation Using Stacked Autoencoder in Context-Aware Recommender System. 1865-1888 - Abel Efetobor Edje, Shaffie Muhammad Abd Latiff, Weng Howe Chan:
Enhanced Non-parametric Sequence-based Learning Algorithm for Outlier Detection in the Internet of Things. 1889-1919 - Zhiwei Yan, Huicheng Zheng, Ye Li, Lvran Chen:
Detection-Oriented Backbone Trained from Near Scratch and Local Feature Refinement for Small Object Detection. 1921-1943 - Yusuke Taguchi, Hideitsu Hino, Keisuke Kameyama:
Pre-Training Acquisition Functions by Deep Reinforcement Learning for Fixed Budget Active Learning. 1945-1962 - Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini:
Formal Derivation of Mesh Neural Networks with Their Forward-Only Gradient Propagation. 1963-1978 - Younghoon Lee:
Extraction of Competitive Factors in a Competitor Analysis Using an Explainable Neural Network. 1979-1994 - Mehak Khan, Hongzhi Wang, Alladoumbaye Ngueilbaye:
Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification. 1995-2028 - Zixiang Shen, Chuandong Li, Yi Li:
Estimation of the Domain of Attraction of Discrete-Time Impulsive Cohen-Grossberg Neural Networks Model With Impulse Input Saturation. 2029-2046 - Zhen Liu, Xiao-Jun Wu, Zhenqiu Shu, Hefeng Yin, Zhe Chen:
Weighted Discriminative Sparse Representation for Image Classification. 2047-2065 - Carlos Perales-González:
Global convergence of Negative Correlation Extreme Learning Machine. 2067-2080 - Xijiong Xie:
Sampling Active Learning Based on Non-parallel Support Vector Machines. 2081-2094 - Jie Chen, Jingying Yu, Shu Zhao, Yanping Zhang:
User's Review Habits Enhanced Hierarchical Neural Network for Document-Level Sentiment Classification. 2095-2111 - Minghua Wan, Xichen Wang, Guowei Yang, Hao Zheng, Wei Huang:
Feature Extraction via Sparse Fuzzy Difference Embedding (SFDE) for Robust Subspace Learning. 2113-2128 - Xin Li, Lei Zhang, Zhiping Jian, Liyun Zuo:
A Comprehensive Study on VLAD. 2129-2145 - Shagun Panghal, Manoj Kumar:
Approximate Analytic Solution of Burger Huxley Equation Using Feed-Forward Artificial Neural Network. 2147-2163 - Yin Wang, Lide Wang, Ji Qiu, Yu Hen Hu:
Multi-residual Connection Network for Edge Detection. 2165-2174 - Danni Lu, Dongbing Tong, Qiaoyu Chen, Wuneng Zhou, Jun Zhou, Shigen Shen:
Exponential Synchronization of Stochastic Neural Networks with Time-Varying Delays and Lévy Noises via Event-Triggered Control. 2175-2196 - Jiayu Liang, Yu Xue:
Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression. 2197-2219 - Naziha Dhibi, Chokri Ben Amar:
Performance of Genetic Algorithm and Levenberg Marquardt Method on Multi-Mother Wavelet Neural Network Training for 3D Huge Meshes Deformation: A Comparative Study. 2221-2241 - Di Zhao, Kunchang Li, Hongyi Li:
A New Method for Separating EMI Signal Based on CEEMDAN and ICA. 2243-2259 - Fang Qi, Zuoqi Xie, Zhe Tang, Huarong Chen:
Related Study Based on Otsu Watershed Algorithm and New Squeeze-and-Excitation Networks for Segmentation and Level Classification of Tea Buds. 2261-2275 - Mahwish Yousaf, Muhammad Saadat Shakoor Khan, Tanzeel U. Rehman, Shamsher Ullah, Jing Li:
NRIC: A Noise Removal Approach for Nonlinear Isomap Method. 2277-2304 - Long Xu, Ying Wei, Chenhe Dong, Chuaqiao Xu, Zhaofu Diao:
Wasserstein Distance-Based Auto-Encoder Tracking. 2305-2329 - Arish Sateesan, Sharad Sinha, Smitha K. G., A. P. Vinod:
A Survey of Algorithmic and Hardware Optimization Techniques for Vision Convolutional Neural Networks on FPGAs. 2331-2377 - Domonkos Varga:
Editorial Expression of Concern: No-Reference Video Quality Assessment Based on the Temporal Pooling of Deep Features. 2379-2380
Volume 53, Number 4, August 2021
- P. Karuppusmay, Fuqian Shi, Yong Shi:
Special Issue: Capsule Networks and Imaging Science (CNIS). 2381-2383 - Anandakumar Haldorai, Arulmurugan Ramu:
Canonical Correlation Analysis Based Hyper Basis Feedforward Neural Network Classification for Urban Sustainability. 2385-2401 - Yiping Du:
Introducing the Visual Imaging Feature to the Text Analysis: High Efficient Soft Computing Models with Bayesian Network. 2403-2419 - (Withdrawn) Urban Landscape Ecological Design and Stereo Vision Based on 3D Mesh Simplification Algorithm and Artificial Intelligence. 2421-2437
- (Withdrawn) Burn Image Recognition of Medical Images Based on Deep Learning: From CNNs to Advanced Networks. 2439-2456
- Linying Kang, Wenyao Zhu, Gab-Geun Yoon:
VR Design of Public Facilities in Historical Blocks Based on BP Neural Network. 2457-2466 - Sonia Jenifer Rayen, R. Subhashini:
An Efficient Mammogram Image Retrieval System Using an Optimized Classifier. 2467-2484 - (Withdrawn) Intelligent Crime Prevention and Control Big Data Analysis System Based on Imaging and Capsule Network Model. 2485-2499
- (Withdrawn) A City Monitoring System Based on Real-Time Communication Interaction Module and Intelligent Visual Information Collection System. 2501-2517
- (Withdrawn) Brain Tumor Segmentation Using Deep Learning and Fuzzy K-Means Clustering for Magnetic Resonance Images. 2519-2532
- (Withdrawn) Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory. 2533-2552
- Hairui Wang, Wanting Jing, Ya Li, Hongwei Yang:
Fault Diagnosis of Fuel System Based on Improved Extreme Learning Machine. 2553-2565 - (Withdrawn) Cerebrum Tumor Segmentation of High Resolution Magnetic Resonance Images Using 2D-Convolutional Network with Skull Stripping. 2567-2580
- (Withdrawn) Application of Meta-learning Framework Based on Multiple-Capsule Intelligent Neural Systems in Image Classification. 2581-2602
- Jianhua Zhao, Ning Liu:
A Safe Semi-supervised Classification Algorithm Using Multiple Classifiers Ensemble. 2603-2616 - S. Shanthi, N. Rajkumar:
Lung Cancer Prediction Using Stochastic Diffusion Search (SDS) Based Feature Selection and Machine Learning Methods. 2617-2630 - Reza Farhangi, Mohammad Taghi Hamidi Beheshti:
The Kuramoto Model: The Stability Conditions in the Presence of Phase Shift. 2631-2648 - Regina Esi Turkson, Hong Qu, Cobbinah Bernard Mawuli, Moses J. Eghan:
Classification of Alzheimer's Disease Using Deep Convolutional Spiking Neural Network. 2649-2663 - Abeer Alsadoon, Ghazi Al-Naymat, Omar Hisham Alsadoon, P. W. C. Prasad:
DDV: A Taxonomy for Deep Learning Methods in Detecting Prostate Cancer. 2665-2685 - Kushal Dhar Dwivedi, Rajeev:
Numerical Solution of Fractional Order Advection Reaction Diffusion Equation with Fibonacci Neural Network. 2687-2699 - Liyao Song, Quan Wang, Haiwei Li, Jiancun Fan, Bingliang Hu:
Spatio-Temporal Learning for Video Deblurring based on Two-Stream Generative Adversarial Network. 2701-2714 - Chaojun Shi, Yatong Zhou, Bo Qiu:
CloudU-Netv2: A Cloud Segmentation Method for Ground-Based Cloud Images Based on Deep Learning. 2715-2728 - Yeguo Sun, Yihong Liu:
Adaptive Synchronization Control and Parameters Identification for Chaotic Fractional Neural Networks with Time-Varying Delays. 2729-2745 - Xuezhi Xiang, Wenkai Ren, Yujian Qiu, Kaixu Zhang, Ning Lv:
Multi-object Tracking Method Based on Efficient Channel Attention and Switchable Atrous Convolution. 2747-2763 - Xuning Liu, Guoying Zhang, Zixian Zhang, Genshan Zhang, Zhixiang Li, Hongqiang Hu:
Application of Coupled LDA-KPCA and BO-MKRVM Model to Predict Coal and Gas Outbursts. 2765-2794 - Xiaowei Feng, Xiangyu Kong, Zhongying Xu, Boyang Du:
An Effective Principal Singular Triplets Extracting Neural Network Algorithm. 2795-2811 - Jingye Zheng, Dihu Chen, Haifeng Hu:
Boundary Adjusted Network Based on Cosine Similarity for Temporal Action Proposal Generation. 2813-2828 - Maryam Hajiee, Mehdi Fartash, Naiseh Osati Eraghi:
An Energy-Aware Trust and Opportunity Based Routing Algorithm in Wireless Sensor Networks Using Multipath Routes Technique. 2829-2852 - Xiangyang Wang, Jiangwei Tong, Rui Wang:
Attention Refined Network for Human Pose Estimation. 2853-2872 - Malik Braik:
A Hybrid Multi-gene Genetic Programming with Capuchin Search Algorithm for Modeling a Nonlinear Challenge Problem: Modeling Industrial Winding Process, Case Study. 2873-2916 - Gokhan Altan, Apdullah Yayik, Yakup Kutlu:
Deep Learning with ConvNet Predicts Imagery Tasks Through EEG. 2917-2932 - Farhad Farokhi:
Why Does Regularization Help with Mitigating Poisoning Attacks? 2933-2945 - Gang Sha, Junsheng Wu, Bin Yu:
A Robust Segmentation Method Based on Improved U-Net. 2947-2965 - Famei Zheng:
Finite-Time Synchronization for a Coupled Fuzzy Neutral-Type Rayleigh System. 2967-2984 - D. R. Sarvamangala, Raghavendra V. Kulkarni:
Grading of Knee Osteoarthritis Using Convolutional Neural Networks. 2985-3009 - Yi Gan, Bin Zhang, Chao Ke, Xiaofeng Zhu, Weiming He, Tohru Ihara:
Research on Robot Motion Planning Based on RRT Algorithm with Nonholonomic Constraints. 3011-3029 - Wenjie Hu, Luli Gao, Tao Dong:
Event-Based Projective Synchronization for Different Dimensional Complex Dynamical Networks with Unknown Dynamics by Using Data-Driven Scheme. 3031-3048
Volume 53, Number 5, October 2021
- Olga Valenzuela, Fernando Rojas, Ignacio Rojas:
Advanced neural network systems for solving complex real problems. 3049-3053 - Adrian M. P. Brasoveanu, Razvan Andonie:
Integrating Machine Learning Techniques in Semantic Fake News Detection. 3055-3072 - Karl Thurnhofer-Hemsi, Enrique Domínguez:
A Convolutional Neural Network Framework for Accurate Skin Cancer Detection. 3073-3093 - Sebastien Delecraz, Leonor Becerra-Bonache, Benoît Favre, Alexis Nasr, Frédéric Béchet:
Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images. 3095-3121 - Zuzanna Parcheta, Germán Sanchis-Trilles, Francisco Casacuberta, Robin Rendahl:
Combining Embeddings of Input Data for Text Classification. 3123-3151 - Cristiano Russo, Kurosh Madani, Antonio M. Rinaldi:
Knowledge Acquisition and Design Using Semantics and Perception: A Case Study for Autonomous Robots. 3153-3168 - Oresti Banos, Alberto Calatroni, Miguel Damas, Héctor Pomares, Daniel Roggen, Ignacio Rojas, Claudia Villalonga:
Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning. 3169-3197 - Rosario Sanchis-Font, María José Castro Bleda, José-Ángel González, Ferran Pla, Lluís-F. Hurtado:
Cross-Domain Polarity Models to Evaluate User eXperience in E-learning. 3199-3215
- Alessandro Cennamo, Florian Kästner, Anton Kummert:
A Neural Network Based System for Efficient Semantic Segmentation of Radar Point Clouds. 3217-3235 - Sriharsha Koundinya, Abhijit Karmakar:
Online Speech Enhancement by Retraining of LSTM Using SURE Loss and Policy Iteration. 3237-3251 - Yuhu Shi, Weiming Zeng, Jin Deng, Ying Li, Jia Lu:
The Study of Sailors' Brain Activity Difference Before and After Sailing Using Activated Functional Connectivity Pattern. 3253-3265 - Dongyang Li, Ruimin Hu, Wenxin Huang, Dengshi Li, Xiaochen Wang, Chenhao Hu:
Trajectory Association for Person Re-identification. 3267-3285 - Jiabao Han, Hongzhi Wang:
Improving Open Information Extraction with Distant Supervision Learning. 3287-3306 - Delara Karbasi, Alireza Nazemi, Mohammad Reza Rabiei:
An Optimization Technique for Solving a Class of Ridge Fuzzy Regression Problems. 3307-3338 - Rongen Yan, Xue Jiang, Depeng Dang:
Named Entity Recognition by Using XLNet-BiLSTM-CRF. 3339-3356 - Hongliang Liu, Huini Liu, Jie Xu, Lijuan Li, Jingwen Song:
Jacobi Neural Network Method for Solving Linear Differential-Algebraic Equations with Variable Coefficients. 3357-3374 - Wenjie Hu, Quanxin Zhu:
Existence, Uniqueness and Stability of Mild Solutions to a Stochastic Nonlocal Delayed Reaction-Diffusion Equation. 3375-3394 - Pankaj Kakati:
Interval Neutrosophic Einstein Prioritized Normalized Weighted Geometric Bonferroni Mean Operator and its Application to Multicriteria Decision making. 3395-3425 - Wei Zhou, Cheng Lian, Zhigang Zeng, Bingrong Xu, Yixin Su:
Improve Semi-supervised Learning with Metric Learning Clusters and Auxiliary Fake Samples. 3427-3443 - Inturi Vamsi, Shreyas N, G. R. Sabareesh:
Anfis-Based Defect Severity Prediction on a Multi-Stage Gearbox Operating Under Fluctuating Speeds. 3445-3466 - Yan-Li Huang, Shanrong Lin, Xiwei Liu:
ℋ∞ Synchronization and Robust ℋ∞ Synchronization of Coupled Neural Networks with Non-identical Nodes. 3467-3496 - Shiva Soleymanpour, Hossein Sadr, Mojdeh Nazari Solimandarabi:
CSCNN: Cost-Sensitive Convolutional Neural Network for Encrypted Traffic Classification. 3497-3523 - Haibin He, Xiaoyang Liu, Jinde Cao, Nan Jiang:
Finite/Fixed-Time Synchronization of Delayed Inertial Memristive Neural Networks with Discontinuous Activations and Disturbances. 3525-3544 - Lin Mao, Xuemeng Li, Dawei Yang, Rubo Zhang:
Convolutional Feature Frequency Adaptive Fusion Object Detection Network. 3545-3560 - Yihan Han, Tao Wang:
Semi-Supervised Clustering for Financial Risk Analysis. 3561-3572 - Vasilios N. Katsikis, Spyridon D. Mourtas, Predrag S. Stanimirovic, Yunong Zhang:
Continuous-Time Varying Complex QR Decomposition via Zeroing Neural Dynamics. 3573-3590 - Jianqiang Gong, Jie Jin:
A faster and better robustness zeroing neural network for solving dynamic Sylvester equation. 3591-3606 - Weiwei Zhang, Hongyong Zhao, Chunlin Sha, Yuan Wang:
Finite Time Synchronization of Delayed Quaternion Valued Neural Networks with Fractional Order. 3607-3618 - Jingyu Gu, Mengting Wei, Yiyun Guo, Haixian Wang:
Common Spatial Pattern with L21-Norm. 3619-3638 - Jia-Lue Chen, Jia-Jia Cai, Yuan Jiang, Sheng-Jun Huang:
PU Active Learning for Recommender Systems. 3639-3652 - Deepa Joshi, Vidyanand Mishra, Honey Srivastav, Diksha Goel:
Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters. 3653-3676 - Qidong Chen, Jun Sun, Yuan Zhao:
A Novel Architecture with Separate Comparison and Interaction Modules for Chinese Semantic Sentence Matching. 3677-3692 - Pooja Verma, Raghav Prasad Parouha:
An advanced Hybrid Algorithm for Engineering Design Optimization. 3693-3733 - Liuyuan Chen, Yonggang Chen, Nannan Zhang:
Synchronization Control for Chaotic Neural Networks with Mixed Delays Under Input Saturations. 3735-3755 - Xiang Liu, Dongbing Tong, Qiaoyu Chen, Wuneng Zhou, Kaili Liao:
Observer-Based Adaptive NN Tracking Control for Nonstrict-Feedback Systems with Input Saturation. 3757-3781 - Senlin Luo, Weixiao Zhao, Limin Pan:
Online GBDT with Chunk Dynamic Weighted Majority Learners for Noisy and Drifting Data Streams. 3783-3799 - Tao Dong, Huiyun Zhu:
Filippov FitzHugh-Nagumo Neuron Model with Membrane Potential Threshold Control Policy. 3801-3824 - James Ryland:
Correction to: Modeling Axonal Plasticity in Artificial Neural Networks. 3825-3827 - Saroj Kumar Pandey, Rekh Ram Janghel:
Correction to: Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review. 3829
Volume 53, Number 6, December 2021
- Mehrdad Farahani, Mohammad Gharachorloo, Marzieh Farahani, Mohammad Manthouri:
ParsBERT: Transformer-based Model for Persian Language Understanding. 3831-3847 - Maoshan Liu, Yan Wang, Zhicheng Ji:
Self-Supervised Convolutional Subspace Clustering Network with the Block Diagonal Regularizer. 3849-3875 - Nimet Korkmaz:
A Phase Control Method for the Dynamical Attractor of the HR Neuron Model: The Rotation-Transition Process and Its Experimental Realization. 3877-3892 - Huiping Zhuang, Zhiping Lin, Kar-Ann Toh:
Correlation Projection for Analytic Learning of a Classification Network. 3893-3914 - Naiqin Feng, Xiuqin Geng, Bin Sun:
Study on Neural Network Integration Method Based on Morphological Associative Memory Framework. 3915-3945 - Yinping Xie, Ling Xiao, Ming-Feng Ge, Leimin Wang, Gaohua Wang:
New Results on Global Exponential Stability of Genetic Regulatory Networks with Diffusion Effect and Time-Varying Hybrid Delays. 3947-3963 - Jiaojiao Hui, Cheng Hu, Juan Yu, Haijun Jiang:
Intermittent Control Based Exponential Synchronization of Inertial Neural Networks with Mixed Delays. 3965-3979 - Manisha Singla, Debdas Ghosh, K. K. Shukla:
øverline pin-TSVM: A Robust Transductive Support Vector Machine and its Application to the Detection of COVID-19 Infected Patients. 3981-4010 - Jingtao Man, Xiaona Song, Shuai Song:
Synchronization in Fixed Time for Reaction-Diffusion Quaternion-Valued NNs with Nonlinear Interconnected Protocol and Its Application. 4011-4036 - Qi Li, Xingyuan Wang, Xiaoyu Wang, Yunqing Shi:
CCCIH: Content-consistency Coverless Information Hiding Method Based on Generative Models. 4037-4046 - Qi Hu, Lezhu Chen, Jianping Zhou, Zhen Wang:
Two-Objective Filtering for Takagi-Sugeno Fuzzy Hopfield Neural Networks with Time-Variant Delay. 4047-4071 - Qiang Wang, Dongye Zhuang, Haibin Xie:
Identification of Influential Nodes for Drone Swarm Based on Graph Neural Networks. 4073-4096 - Dongdong Li, Linyu Sun, Xinlei Xu, Zhe Wang, Jing Zhang, Wenli Du:
BLSTM and CNN Stacking Architecture for Speech Emotion Recognition. 4097-4115 - Haiqing Liu, Daoxing Li, Yuancheng Li:
Poisonous Label Attack: Black-Box Data Poisoning Attack with Enhanced Conditional DCGAN. 4117-4142 - Mengyao Li, Bo Wang, Jing Jiang:
Siamese Pre-Trained Transformer Encoder for Knowledge Base Completion. 4143-4158 - Yishan Su, Huawei Xia, Qi Liang, Weizhi Nie:
Exposing DeepFake Videos Using Attention Based Convolutional LSTM Network. 4159-4175 - Gang Peng, Shiqi Yang, Hao Wang:
Refine for Semantic Segmentation Based on Parallel Convolutional Network with Attention Model. 4177-4188 - Ziyang Han, He Huang:
GAN Based Three-Stage-Training Algorithm for Multi-view Facial Expression Recognition. 4189-4205 - Avinash Kumar, Pranjal Gupta, Raghunathan Balan, Lalita Bhanu Murthy Neti, Aruna Malapati:
BERT Based Semi-Supervised Hybrid Approach for Aspect and Sentiment Classification. 4207-4224 - Mohammed A. B. Mahmoud, Ping Guo, Ahmed Fathy, Kan Li:
SRCNN-PIL: Side Road Convolution Neural Network Based on Pseudoinverse Learning Algorithm. 4225-4237 - Yijin Wang, Yali Peng, Kai He, Shigang Liu, Jun Li:
A Two-Step Classification Method Based on Collaborative Representation for Positive and Unlabeled Learning. 4239-4255 - Sheng Liu, Huanran Ye, Kun Jin, Haohao Cheng:
CT-UNet: Context-Transfer-UNet for Building Segmentation in Remote Sensing Images. 4257-4277 - Bifeng He, Lei Shen, Huaxia Wang, Yudong Yao, Guodong Zhao:
Finger Vein De-noising Algorithm Based on Custom Sample-Texture Conditional Generative Adversarial Nets. 4279-4292 - Xian Fang, Ruixun Zhang, Zhengxin Li, Xiuli Shao:
Subspace Clustering with Block Diagonal Sparse Representation. 4293-4312 - Cong Zou, Bing Li, Shishi Du, Xiaofeng Chen:
H∞ State Estimation for Round-Robin Protocol-Based Markovian Jumping Neural Networks with Mixed Time Delays. 4313-4330 - Alexander Gepperth, Benedikt Pfülb:
Gradient-Based Training of Gaussian Mixture Models for High-Dimensional Streaming Data. 4331-4348 - Lulu Li, Yifan Sun, Mengmeng Wang, Wei Huang:
Synchronization of Coupled Memristor Neural Networks with Time Delay: Positive Effects of Stochastic Delayed Impulses. 4349-4364 - Guoqiang Tan, Zhanshan Wang:
A New Result on Stability Analysis of Recurrent Neural Networks with Time-Varying Delay Based on an Extended Delay-Dependent Integral Inequality. 4365-4375 - Zhiyang Gu, Zhenghong Deng, Yijie Huang, De Liu, Zhan Zhang:
Subspace Clustering via Integrating Sparse Representation and Adaptive Graph Learning. 4377-4388 - Yumei Fan, Huabin Chen:
Input-to-State Stability for Stochastic Delay Neural Networks with Markovian Switching. 4389-4406 - Venkateswarlu Gundu, Sishaj P. Simon:
Short Term Solar Power and Temperature Forecast Using Recurrent Neural Networks. 4407-4418 - Yanqiu Wu, Chaoqun Hong, Xuebai Zhang, Yifan He:
Stack-based Scale-recurrent Network for Face Image Deblurring. 4419-4436 - Hongyi Li, Wei Lin, Di Zhao:
BSS Method Based on Wavelet Transform and Improved EASI Algorithm and Its Application in EMI. 4437-4449 - Sofian Kassaymeh, Salwani Abdullah, Mohamad M. Al-Laham, Mohammed Alweshah, Mohammed Azmi Al-Betar, Zalinda Othman:
Salp Swarm Optimizer for Modeling Software Reliability Prediction Problems. 4451-4487 - Xuezhi Xiang, Xiangdong Kong, Yujian Qiu, Kaixu Zhang, Ning Lv:
Self-supervised Monocular Trained Depth Estimation Using Triplet Attention and Funnel Activation. 4489-4506 - Manuel Gil-Martín, Rubén San Segundo, Fernando Fernández Martínez, Javier Ferreiros López:
Time Analysis in Human Activity Recognition. 4507-4525 - Mohamed Elhadi Rahmani, Abdelmalek Amine, José Eduardo Fernandes:
Multi-stage Genetic Algorithm and Deep Neural Network for Robot Execution Failure Detection. 4527-4547 - Alireza Pooya, Amin Mansoori, Mohammad Eshaghnezhad, Shila Monazam Ebrahimpour:
Neural Network for a Novel Disturbance Optimal Control Model for Inventory and Production Planning in a Four-Echelon Supply Chain with Reverse Logistic. 4549-4570 - Tianshun Wang, Yu Wang, Zunshui Cheng:
Stability and Hopf Bifurcation Analysis of a General Tri-diagonal BAM Neural Network with Delays. 4571-4592 - Sana Akbar, Kamal Raj Pardasani, Nihar Ranjan Panda:
PSO Based Neuro-fuzzy Model for Secondary Structure Prediction of Protein. 4593-4612 - Jujie Wang, Yu Chen:
Adaboost-based Integration Framework Coupled Two-stage Feature Extraction with Deep Learning for Multivariate Exchange Rate Prediction. 4613-4637 - Babatunde Oluwaseun Onasanya, Shiping Wen, Yuming Feng, Wei Zhang, Jiong Xiong:
Fuzzy Coefficient of Impulsive Intensity in a Nonlinear Impulsive Control System. 4639-4657 - Nassima Aleb:
Multilevel Attention Models for Drug Target Binding Affinity Prediction. 4659-4676 - S. Chandrakala, V. Srinivas, K. Deepak:
Residual Spatiotemporal Autoencoder with Skip Connected and Memory Guided Network for Detecting Video Anomalies. 4677-4692 - Daniel Auge, Julian Hille, Etienne Mueller, Alois C. Knoll:
A Survey of Encoding Techniques for Signal Processing in Spiking Neural Networks. 4693-4710 - Maryam Hajiee, Mehdi Fartash, Nafiseh Osati Eraghi:
Correction to: An Energy-Aware Trust and Opportunity Based Routing Algorithm in Wireless Sensor Networks Using Multipath Routes Technique. 4711
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