NPL - 2021 - volume 53 论文列表 |
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Volume 53, Number 6, December 2021
Maryam Hajiee Mehdi Fartash Nafiseh Osati Eraghi
A Survey of Encoding Techniques for Signal Processing in Spiking Neural Networks.
Daniel Auge Julian Hille Etienne Mueller Alois C. Knoll
Residual Spatiotemporal Autoencoder with Skip Connected and Memory Guided Network for Detecting Video Anomalies.S. Chandrakala V. Srinivas K. Deepak
Multilevel Attention Models for Drug Target Binding Affinity Prediction. Fuzzy Coefficient of Impulsive Intensity in a Nonlinear Impulsive Control System.Babatunde Oluwaseun Onasanya Shiping Wen Yuming Feng Wei Zhang Jiong Xiong
Adaboost-based Integration Framework Coupled Two-stage Feature Extraction with Deep Learning for Multivariate Exchange Rate Prediction. PSO Based Neuro-fuzzy Model for Secondary Structure Prediction of Protein.Sana Akbar Kamal Raj Pardasani Nihar Ranjan Panda
Stability and Hopf Bifurcation Analysis of a General Tri-diagonal BAM Neural Network with Delays.Tianshun Wang Yu Wang Zunshui Cheng
Neural Network for a Novel Disturbance Optimal Control Model for Inventory and Production Planning in a Four-Echelon Supply Chain with Reverse Logistic.Alireza Pooya Amin Mansoori Mohammad Eshaghnezhad Shila Monazam Ebrahimpour
Multi-stage Genetic Algorithm and Deep Neural Network for Robot Execution Failure Detection.Mohamed Elhadi Rahmani Abdelmalek Amine José Eduardo Fernandes
Time Analysis in Human Activity Recognition.Manuel Gil-Martín Rubén San Segundo Fernando Fernández Martínez Javier Ferreiros López
Self-supervised Monocular Trained Depth Estimation Using Triplet Attention and Funnel Activation.Xuezhi Xiang Xiangdong Kong Yujian Qiu Kaixu Zhang Ning Lv
Salp Swarm Optimizer for Modeling Software Reliability Prediction Problems.Sofian Kassaymeh Salwani Abdullah Mohamad Al-Laham Mohammed Alweshah Mohammed Azmi Al-Betar Zalinda Othman
BSS Method Based on Wavelet Transform and Improved EASI Algorithm and Its Application in EMI. Stack-based Scale-recurrent Network for Face Image Deblurring.Yanqiu Wu Chaoqun Hong Xuebai Zhang Yifan He
Short Term Solar Power and Temperature Forecast Using Recurrent Neural Networks.Venkateswarlu Gundu Sishaj P. Simon
Input-to-State Stability for Stochastic Delay Neural Networks with Markovian Switching. Subspace Clustering via Integrating Sparse Representation and Adaptive Graph Learning.Zhiyang Gu Zhenghong Deng Yijie Huang De Liu Zhan Zhang
A New Result on Stability Analysis of Recurrent Neural Networks with Time-Varying Delay Based on an Extended Delay-Dependent Integral Inequality. Synchronization of Coupled Memristor Neural Networks with Time Delay: Positive Effects of Stochastic Delayed Impulses.Lulu Li Yifan Sun Mengmeng Wang Wei Huang
Gradient-Based Training of Gaussian Mixture Models for High-Dimensional Streaming Data.Alexander Gepperth Benedikt Pfülb
H∞ State Estimation for Round-Robin Protocol-Based Markovian Jumping Neural Networks with Mixed Time Delays.Cong Zou Bing Li Shishi Du Xiaofeng Chen
Subspace Clustering with Block Diagonal Sparse Representation.Xian Fang Ruixun Zhang Zhengxin Li Xiuli Shao
Finger Vein De-noising Algorithm Based on Custom Sample-Texture Conditional Generative Adversarial Nets.Bifeng He Lei Shen Huaxia Wang Yudong Yao Guodong Zhao
CT-UNet: Context-Transfer-UNet for Building Segmentation in Remote Sensing Images.Sheng Liu Huanran Ye Kun Jin Haohao Cheng
A Two-Step Classification Method Based on Collaborative Representation for Positive and Unlabeled Learning.Yijin Wang Yali Peng Kai He Shigang Liu Jun Li
SRCNN-PIL: Side Road Convolution Neural Network Based on Pseudoinverse Learning Algorithm.Mohammed A. B. Mahmoud Ping Guo Ahmed Fathy Kan Li
BERT Based Semi-Supervised Hybrid Approach for Aspect and Sentiment Classification.Avinash Kumar Pranjal Gupta Raghunathan Balan Lalita Bhanu Murthy Neti Aruna Malapati
GAN Based Three-Stage-Training Algorithm for Multi-view Facial Expression Recognition. Refine for Semantic Segmentation Based on Parallel Convolutional Network with Attention Model. Exposing DeepFake Videos Using Attention Based Convolutional LSTM Network.Yishan Su Huawei Xia Qi Liang Weizhi Nie
Siamese Pre-Trained Transformer Encoder for Knowledge Base Completion. Poisonous Label Attack: Black-Box Data Poisoning Attack with Enhanced Conditional DCGAN.Haiqing Liu Daoxing Li Yuancheng Li
BLSTM and CNN Stacking Architecture for Speech Emotion Recognition.Dongdong Li Linyu Sun Xinlei Xu Zhe Wang Jing Zhang Wenli Du
Identification of Influential Nodes for Drone Swarm Based on Graph Neural Networks.Qiang Wang Dongye Zhuang Haibin Xie
Two-Objective Filtering for Takagi-Sugeno Fuzzy Hopfield Neural Networks with Time-Variant Delay.Qi Hu Lezhu Chen Jianping Zhou Zhen Wang
CCCIH: Content-consistency Coverless Information Hiding Method Based on Generative Models.Qi Li Xingyuan Wang Xiaoyu Wang Yunqing Shi
Synchronization in Fixed Time for Reaction-Diffusion Quaternion-Valued NNs with Nonlinear Interconnected Protocol and Its Application.Jingtao Man Xiaona Song Shuai Song
øverline pin-TSVM: A Robust Transductive Support Vector Machine and its Application to the Detection of COVID-19 Infected Patients.Manisha Singla Debdas Ghosh K. K. Shukla
Intermittent Control Based Exponential Synchronization of Inertial Neural Networks with Mixed Delays.Jiaojiao Hui Cheng Hu Juan Yu Haijun Jiang
New Results on Global Exponential Stability of Genetic Regulatory Networks with Diffusion Effect and Time-Varying Hybrid Delays.Yinping Xie Ling Xiao Ming-Feng Ge Leimin Wang Gaohua Wang
Study on Neural Network Integration Method Based on Morphological Associative Memory Framework.Naiqin Feng Xiuqin Geng Bin Sun
Correlation Projection for Analytic Learning of a Classification Network.Huiping Zhuang Zhiping Lin Kar-Ann Toh
A Phase Control Method for the Dynamical Attractor of the HR Neuron Model: The Rotation-Transition Process and Its Experimental Realization. Self-Supervised Convolutional Subspace Clustering Network with the Block Diagonal Regularizer.Maoshan Liu Yan Wang Zhicheng Ji
ParsBERT: Transformer-based Model for Persian Language Understanding.Mehrdad Farahani Mohammad Gharachorloo Marzieh Farahani Mohammad Manthouri
Volume 53, Number 5, October 2021
Saroj Kumar Pandey Rekh Ram Janghel
Correction to: Modeling Axonal Plasticity in Artificial Neural Networks. Filippov FitzHugh-Nagumo Neuron Model with Membrane Potential Threshold Control Policy. Online GBDT with Chunk Dynamic Weighted Majority Learners for Noisy and Drifting Data Streams.Senlin Luo Weixiao Zhao Limin Pan
Observer-Based Adaptive NN Tracking Control for Nonstrict-Feedback Systems with Input Saturation.Xiang Liu Dongbing Tong Qiaoyu Chen Wuneng Zhou Kaili Liao
Synchronization Control for Chaotic Neural Networks with Mixed Delays Under Input Saturations.Liuyuan Chen Yonggang Chen Nannan Zhang
An advanced Hybrid Algorithm for Engineering Design Optimization.Pooja Verma Raghav Prasad Parouha
A Novel Architecture with Separate Comparison and Interaction Modules for Chinese Semantic Sentence Matching. Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters.Deepa Joshi Vidyanand Mishra Honey Srivastav Diksha Goel
PU Active Learning for Recommender Systems.Jia-Lue Chen Jia-Jia Cai Yuan Jiang Sheng-Jun Huang
Common Spatial Pattern with L21-Norm.Jingyu Gu Mengting Wei Yiyun Guo Haixian Wang
Finite Time Synchronization of Delayed Quaternion Valued Neural Networks with Fractional Order.Weiwei Zhang Hongyong Zhao Chunlin Sha Yuan Wang
A faster and better robustness zeroing neural network for solving dynamic Sylvester equation. Continuous-Time Varying Complex QR Decomposition via Zeroing Neural Dynamics.Vasilios N. Katsikis Spyridon D. Mourtas Predrag S. Stanimirovic Yunong Zhang
Semi-Supervised Clustering for Financial Risk Analysis. Convolutional Feature Frequency Adaptive Fusion Object Detection Network.Lin Mao Xuemeng Li Dawei Yang Rubo Zhang
Finite/Fixed-Time Synchronization of Delayed Inertial Memristive Neural Networks with Discontinuous Activations and Disturbances.Haibin He Xiaoyang Liu Jinde Cao Nan Jiang
CSCNN: Cost-Sensitive Convolutional Neural Network for Encrypted Traffic Classification.Shiva Soleymanpour Hossein Sadr Mojdeh Nazari Solimandarabi
ℋ∞ Synchronization and Robust ℋ∞ Synchronization of Coupled Neural Networks with Non-identical Nodes.Yan-Li Huang Shanrong Lin Xiwei Liu
Anfis-Based Defect Severity Prediction on a Multi-Stage Gearbox Operating Under Fluctuating Speeds.Inturi Vamsi Shreyas N G. R. Sabareesh
Improve Semi-supervised Learning with Metric Learning Clusters and Auxiliary Fake Samples.Wei Zhou Cheng Lian Zhigang Zeng Bingrong Xu Yixin Su
Interval Neutrosophic Einstein Prioritized Normalized Weighted Geometric Bonferroni Mean Operator and its Application to Multicriteria Decision making. Existence, Uniqueness and Stability of Mild Solutions to a Stochastic Nonlocal Delayed Reaction-Diffusion Equation. Jacobi Neural Network Method for Solving Linear Differential-Algebraic Equations with Variable Coefficients.Hongliang Liu Huini Liu Jie Xu Lijuan Li Jingwen Song
Named Entity Recognition by Using XLNet-BiLSTM-CRF.Rongen Yan Xue Jiang Depeng Dang
An Optimization Technique for Solving a Class of Ridge Fuzzy Regression Problems.Delara Karbasi Alireza Nazemi Mohammad Reza Rabiei
Improving Open Information Extraction with Distant Supervision Learning. Trajectory Association for Person Re-identification.Dongyang Li Ruimin Hu Wenxin Huang Dengshi Li Xiaochen Wang Chenhao Hu
The Study of Sailors' Brain Activity Difference Before and After Sailing Using Activated Functional Connectivity Pattern.Yuhu Shi Weiming Zeng Jin Deng Ying Li Jia Lu
Online Speech Enhancement by Retraining of LSTM Using SURE Loss and Policy Iteration.Sriharsha Koundinya Abhijit Karmakar
A Neural Network Based System for Efficient Semantic Segmentation of Radar Point Clouds.Alessandro Cennamo Florian Kästner Anton Kummert
Cross-Domain Polarity Models to Evaluate User eXperience in E-learning.Rosario Sanchis-Font María José Castro Bleda José-Ángel González Ferran Pla Lluís-F. Hurtado
Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning.Oresti Banos Alberto Calatroni Miguel Damas Héctor Pomares Daniel Roggen Ignacio Rojas Claudia Villalonga
Knowledge Acquisition and Design Using Semantics and Perception: A Case Study for Autonomous Robots.Cristiano Russo Kurosh Madani Antonio M. Rinaldi
Combining Embeddings of Input Data for Text Classification.Zuzanna Parcheta Germán Sanchis-Trilles Francisco Casacuberta Robin Rendahl
Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images.Sebastien Delecraz Leonor Becerra-Bonache Benoît Favre Alexis Nasr Frédéric Béchet
A Convolutional Neural Network Framework for Accurate Skin Cancer Detection.Karl Thurnhofer-Hemsi Enrique Domínguez
Integrating Machine Learning Techniques in Semantic Fake News Detection. Advanced neural network systems for solving complex real problems.Volume 53, Number 4, August 2021
Yi Gan Bin Zhang Chao Ke Xiaofeng Zhu Weiming He Tohru Ihara
Grading of Knee Osteoarthritis Using Convolutional Neural Networks.D. R. Sarvamangala Raghavendra V. Kulkarni
Finite-Time Synchronization for a Coupled Fuzzy Neutral-Type Rayleigh System. A Robust Segmentation Method Based on Improved U-Net. Why Does Regularization Help with Mitigating Poisoning Attacks? Deep Learning with ConvNet Predicts Imagery Tasks Through EEG.Gokhan Altan Apdullah Yayik Yakup Kutlu
A Hybrid Multi-gene Genetic Programming with Capuchin Search Algorithm for Modeling a Nonlinear Challenge Problem: Modeling Industrial Winding Process, Case Study. Attention Refined Network for Human Pose Estimation.Xiangyang Wang Jiangwei Tong Rui Wang
An Energy-Aware Trust and Opportunity Based Routing Algorithm in Wireless Sensor Networks Using Multipath Routes Technique.Maryam Hajiee Mehdi Fartash Naiseh Osati Eraghi
Boundary Adjusted Network Based on Cosine Similarity for Temporal Action Proposal Generation.Jingye Zheng Dihu Chen Haifeng Hu
An Effective Principal Singular Triplets Extracting Neural Network Algorithm.Xiaowei Feng Xiangyu Kong Zhongying Xu Boyang Du
Application of Coupled LDA-KPCA and BO-MKRVM Model to Predict Coal and Gas Outbursts.Xuning Liu Guoying Zhang Zixian Zhang Genshan Zhang Zhixiang Li Hongqiang Hu
Multi-object Tracking Method Based on Efficient Channel Attention and Switchable Atrous Convolution.Xuezhi Xiang Wenkai Ren Yujian Qiu Kaixu Zhang Ning Lv
Adaptive Synchronization Control and Parameters Identification for Chaotic Fractional Neural Networks with Time-Varying Delays. CloudU-Netv2: A Cloud Segmentation Method for Ground-Based Cloud Images Based on Deep Learning.Chaojun Shi Yatong Zhou Bo Qiu
Spatio-Temporal Learning for Video Deblurring based on Two-Stream Generative Adversarial Network.Liyao Song Quan Wang Haiwei Li Jiancun Fan Bingliang Hu
Numerical Solution of Fractional Order Advection Reaction Diffusion Equation with Fibonacci Neural Network. DDV: A Taxonomy for Deep Learning Methods in Detecting Prostate Cancer.Abeer Alsadoon Ghazi Al-Naymat Omar Hisham Alsadoon P. W. C. Prasad
Classification of Alzheimer's Disease Using Deep Convolutional Spiking Neural Network.Regina Esi Turkson Hong Qu Cobbinah Bernard Mawuli Moses J. Eghan
The Kuramoto Model: The Stability Conditions in the Presence of Phase Shift.Reza Farhangi Mohammad Taghi Hamidi Beheshti
Lung Cancer Prediction Using Stochastic Diffusion Search (SDS) Based Feature Selection and Machine Learning Methods. A Safe Semi-supervised Classification Algorithm Using Multiple Classifiers Ensemble. Application of Meta-learning Framework Based on Multiple-Capsule Intelligent Neural Systems in Image Classification.Qingjun Wang Gang Wang Guangjie Kou Mujun Zang Harry Wang
Cerebrum Tumor Segmentation of High Resolution Magnetic Resonance Images Using 2D-Convolutional Network with Skull Stripping.R. Pitchai Ch Madhu Babu P. Supraja Mahesh Kumar Challa
Fault Diagnosis of Fuel System Based on Improved Extreme Learning Machine.Hairui Wang Wanting Jing Ya Li Hongwei Yang
Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory.Daming Li Lianbing Deng Qinglang Su
Brain Tumor Segmentation Using Deep Learning and Fuzzy K-Means Clustering for Magnetic Resonance Images.R. Pitchai P. Supraja A. Helen Victoria M. Madhavi
A City Monitoring System Based on Real-Time Communication Interaction Module and Intelligent Visual Information Collection System.Daming Li Bin Qin Wenjian Liu Lianbing Deng
Intelligent Crime Prevention and Control Big Data Analysis System Based on Imaging and Capsule Network Model. An Efficient Mammogram Image Retrieval System Using an Optimized Classifier.Sonia Jenifer Rayen R. Subhashini
VR Design of Public Facilities in Historical Blocks Based on BP Neural Network.Linying Kang Wenyao Zhu Gab-Geun Yoon
Burn Image Recognition of Medical Images Based on Deep Learning: From CNNs to Advanced Networks.Xianjun Wu Heming Chen Xiaoli Wu Shunjun Wu Jinbo Huang
Urban Landscape Ecological Design and Stereo Vision Based on 3D Mesh Simplification Algorithm and Artificial Intelligence.Xi Fan Bo Zhou Harry Haoxiang Wang
Introducing the Visual Imaging Feature to the Text Analysis: High Efficient Soft Computing Models with Bayesian Network. Canonical Correlation Analysis Based Hyper Basis Feedforward Neural Network Classification for Urban Sustainability. Special Issue: Capsule Networks and Imaging Science (CNIS).Volume 53, Number 3, June 2021
Arish Sateesan Sharad Sinha Smitha K. G. A. P. Vinod
Wasserstein Distance-Based Auto-Encoder Tracking.Long Xu Ying Wei Chenhe Dong Chuaqiao Xu Zhaofu Diao
NRIC: A Noise Removal Approach for Nonlinear Isomap Method.Mahwish Yousaf Muhammad Saadat Shakoor Khan Tanzeel U. Rehman Shamsher Ullah Jing Li
Related Study Based on Otsu Watershed Algorithm and New Squeeze-and-Excitation Networks for Segmentation and Level Classification of Tea Buds.Fang Qi Zuoqi Xie Zhe Tang Huarong Chen
A New Method for Separating EMI Signal Based on CEEMDAN and ICA. Performance of Genetic Algorithm and Levenberg Marquardt Method on Multi-Mother Wavelet Neural Network Training for 3D Huge Meshes Deformation: A Comparative Study. Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression. Exponential Synchronization of Stochastic Neural Networks with Time-Varying Delays and Lévy Noises via Event-Triggered Control.Danni Lu Dongbing Tong Qiaoyu Chen Wuneng Zhou Jun Zhou Shigen Shen
Multi-residual Connection Network for Edge Detection.Yin Wang Lide Wang Ji Qiu Yu Hen Hu
Approximate Analytic Solution of Burger Huxley Equation Using Feed-Forward Artificial Neural Network. A Comprehensive Study on VLAD.Xin Li Lei Zhang Zhiping Jian Liyun Zuo
Feature Extraction via Sparse Fuzzy Difference Embedding (SFDE) for Robust Subspace Learning.Minghua Wan Xichen Wang Guowei Yang Hao Zheng Wei Huang
User's Review Habits Enhanced Hierarchical Neural Network for Document-Level Sentiment Classification.Jie Chen Jingying Yu Shu Zhao Yanping Zhang
Sampling Active Learning Based on Non-parallel Support Vector Machines. Global convergence of Negative Correlation Extreme Learning Machine. Weighted Discriminative Sparse Representation for Image Classification.Zhen Liu Xiao-Jun Wu Zhenqiu Shu Hefeng Yin Zhe Chen
Estimation of the Domain of Attraction of Discrete-Time Impulsive Cohen-Grossberg Neural Networks Model With Impulse Input Saturation.Zixiang Shen Chuandong Li Yi Li
Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification.Mehak Khan Hongzhi Wang Alladoumbaye Ngueilbaye
Extraction of Competitive Factors in a Competitor Analysis Using an Explainable Neural Network. Formal Derivation of Mesh Neural Networks with Their Forward-Only Gradient Propagation.Federico A. Galatolo Mario G. C. A. Cimino Gigliola Vaglini
Pre-Training Acquisition Functions by Deep Reinforcement Learning for Fixed Budget Active Learning.Yusuke Taguchi Hideitsu Hino Keisuke Kameyama
Detection-Oriented Backbone Trained from Near Scratch and Local Feature Refinement for Small Object Detection.Zhiwei Yan Huicheng Zheng Ye Li Lvran Chen
Enhanced Non-parametric Sequence-based Learning Algorithm for Outlier Detection in the Internet of Things.Abel Efetobor Edje Shaffie Muhammad Abd Latiff Weng Howe Chan
Enhancing Top-N Recommendation Using Stacked Autoencoder in Context-Aware Recommender System.Shanmugasundaram Abinaya M. K. Kavitha Devi
Exponential Synchronization of Delayed Switching Genetic Oscillator Networks via Mode-Dependent Partial Impulsive Control.Guang Ling Ming-Feng Ge Yu-Han Tong Qingju Fan
Balanced Gradient Training of Feed Forward Networks. Multi-object Spatial-Temporal Anomaly Detection Using an LSTM-Based Framework.Jin Ning Leiting Chen Chuan Zhou Defu Liu
Human Activity Recognition by Using Different Deep Learning Approaches for Wearable Sensors.Çagatay Berke Erdas Selda Güney
A Wiener Causality Defined by Divergence.Junya Chen Jianfeng Feng Wenlian Lu
N2SkyC: User Friendly and Efficient Neural Network Simulation Fostering Cloud Containers.Aliaksandr Adamenko Andrii Fedorenko Benjamin Nussbaum Erich Schikuta
Analysis of Effect of Weight Variation on SNN Chip with PCM-Refresh Method.Akiyo Nomura Megumi Ito Atsuya Okazaki Masatoshi Ishii SangBum Kim Junka Okazawa Kohji Hosokawa Wilfried Haensch
An Effective Microscopic Detection Method for Automated Silicon-Substrate Ultra-microtome (ASUM). Integrating Classical Control into Reinforcement Learning Policy.Ye Huang Chaochen Gu Xinping Guan
Two Matrix-Type Projection Neural Networks for Matrix-Valued Optimization with Application to Image Restoration. Global Optimization of Binary Quadratic Programming: A Neural Network Based Algorithm and Its FPGA Implementation.Volume 53, Number 2, April 2021
Debasish Das Amit Kumar Das Abhishek Rudra Pal Sanjib Jaypuria Dilip Kumar Pratihar Gour Gopal Roy
Deep Neural Network to Predict Answer Votes on Community Question Answering Sites. Prescribed-Time Synchronization of Coupled Memristive Neural Networks with Heterogeneous Impulsive Effects.Yuangui Bao Yijun Zhang Baoyong Zhang Yu Guo
Kernelized Linear Autoencoder. New Results for Prediction of Chaotic Systems Using Deep Recurrent Neural Networks.José de Jesús Serrano-Pérez Guillermo Fernández-Anaya Salvador Carrillo-Moreno Wen Yu
Symbolic Regression Based Extreme Learning Machine Models for System Identification.Basak Esin Köktürk Güzel Selami Beyhan
Generalized Twin Support Vector Machines.Hossein Moosaei Saeed Ketabchi Mohamad Razzaghi Muhammad Tanveer
Compact Deep Color Features for Remote Sensing Scene Classification.Rao Muhammad Anwer Fahad Shahbaz Khan Jorma Laaksonen
Beetle Antennae Search Strategy for Neural Network Model Optimization with Application to Glomerular Filtration Rate Estimation.Qing Wu Zeyu Chen Dechao Chen Shuai Li
Stability of Fractional Order Fuzzy Cellular Neural Networks with Distributed Delays via Hybrid Feedback Controllers.Ajendra Singh Jitendra Nath Rai
Multitask Classification Method Based on Label Correction for Breast Tumor Ultrasound Images.Zhantao Cao Guowu Yang Xiaoyu Li Qin Chen Jinzhao Wu
Global Exponential Dissipativity of Impulsive Recurrent Neural Networks with Multi-proportional Delays. Multi-layer Representation Learning and Its Application to Electronic Health Records.Shan Yang Xiangwei Zheng Cun Ji Xuanchi Chen
Person Re-Identification Based on Graph Relation Learning. Information Bottleneck Theory on Convolutional Neural Networks. Deep Learning Guided Double Hidden Layer Neural Synchronization Through Mutual Learning. Spatial Rough Intuitionistic Fuzzy C-Means Clustering for MRI Segmentation. A Vary-Parameter Convergence-Accelerated Recurrent Neural Network for Online Solving Dynamic Matrix Pseudoinverse and its Robot Application.Xiaoxiao Li Shuai Li Zhihao Xu Xuefeng Zhou
Smart Animal Detection and Counting Framework for Monitoring Livestock in an Autonomous Unmanned Ground Vehicle Using Restricted Supervised Learning and Image Fusion.Sundaram Divya Meena Loganathan Agilandeeswari
aiTPR: Attribute Interaction-Tensor Product Representation for Image Caption. Perceptual Monocular Depth Estimation. Emotion Analysis on Text Using Multiple Kernel Gaussian...Angel Deborah S T. T. Mirnalinee S. Milton Rajendram
Augmented Online Sequential Quaternion Extreme Learning Machine.Shuai Zhu Hui Wang Hui Lv Huisheng Zhang
KTBoost: Combined Kernel and Tree Boosting. Modeling Axonal Plasticity in Artificial Neural Networks. Image Captioning with Dense Fusion Connection and Improved Stacked Attention Module.Hegui Zhu Ru Wang Xiangde Zhang
Multi-objective Optimization Based Recursive Feature Elimination for Process Monitoring.Shivendra Singh Anubha Agrawal Hariprasad Kodamana Manojkumar Ramteke
Infrared Handprint Classification Using Deep Convolution Neural Network.Zijie Zhou Baofeng Zhang Yu Xiao
Exponential Synchronization of Nonlinear Multi-weighted Complex Dynamic Networks with Hybrid Time Varying Delays.S. Aadhithiyan Ramachandran Raja Quanxin Zhu Jehad O. Alzabut Michal Niezabitowski C. P. Lim
Estimating the Optimal Number of Clusters Via Internal Validity Index. Illustrative Discussion of MC-Dropout in General Dataset: Uncertainty Estimation in Bitcoin.Ismail Alarab Simant Prakoonwit Mohamed Ikbal Nacer
Quantized Sampled-Data Control for Exponential Stabilization of Delayed Complex-Valued Neural Networks.Xiaohong Wang Zhen Wang Jianwei Xia Qian Ma
Robust Discriminant Projection Via Joint Margin and Locality Structure Preservation. Synchronization of Fractional Order Neutral Type Fuzzy Cellular Neural Networks with Discrete and Distributed Delays via State Feedback Control. Mutated Cleavages of Images for Stealth Disclosure: A Hopfield Neural Network Attractor (HNNA) Approach.Lakshmi Chandrasekaran Karuppusamy Thenmozhi C. Venkatesan A. Seshadhri John Bosco Balaguru Rayappan Rengarajan Amirtharajan
State Estimation for Markovian Coupled Neural Networks with Multiple Time Delays Via Event-Triggered Mechanism. Quasi-Synchronization of Fractional-Order Complex-Valued Memristive Recurrent Neural Networks with Switching Jumps Mismatch.Volume 53, Number 1, February 2021
Bernardo B. Gatto Eulanda Miranda dos Santos Kazuhiro Fukui Waldir S. S. Junior Kenny V. dos Santos
Online Social Network Security: A Comparative Review Using Machine Learning and Deep Learning.Chanchal Kumar Taran Singh Bharati Shiv Prakash
Mean Square Stabilization of Neural Networks with Weighted Try once Discard Protocol and State Observer.Linxiang Qi Kaibo Shi Chengdong Yang Shiping Wen
(μ , ν )-Pseudo Almost Automorphic Solutions of Neutral Type Clifford-Valued High-Order Hopfield Neural Networks with D Operator.Chaouki Aouiti Farah Dridi Qing Hui Emmanuel Moulay
Complete Stacked Denoising Auto-Encoders for Regression.María-Elena Fernández-García José-Luis Sancho-Gómez Antonio Ros-Ros Aníbal R. Figueiras-Vidal
An Improved Finite Time Convergence Recurrent Neural Network with Application to Time-Varying Linear Complex Matrix Equation Solution. Network-Based H∞ Filtering for Descriptor Markovian Jump Systems with a Novel Neural Network Event-Triggered Scheme.Yuzhong Wang Tie Zhang Si Chen Junchao Ren
Use of Neural Network Based Prediction Algorithms for Powering Up Smart Portable Accessories.Zakria Qadir Enver Ever Canras Batunlu
Deep Neural Networks Regularization Using a Combination of Sparsity Inducing Feature Selection Methods.Fatemeh Farokhmanesh Mohammad Taghi Sadeghi
Deep CNN for Brain Tumor Classification.Wadhah Ayadi Wajdi Elhamzi Imen Charfi Mohamed Atri
Object Reconstruction Based on Attentive Recurrent Network from Single and Multiple Images.Zishu Gao En Li Zhe Wang Guodong Yang Jiwu Lu Bo Ouyang Dawei Xu Zize Liang
Bifurcations Induced by Self-connection Delay in High-Order Fractional Neural Networks. Manifold Preserving CNN for Pixel-Based Object Labelling in Images for High Dimensional Feature spaces.Vishal Srivastava Bhaskar Biswas
Robust Passivity and Stability Analysis of Uncertain Complex-Valued Impulsive Neural Networks with Time-Varying Delays.Grienggrai Rajchakit Ramalingam Sriraman
The Future of Human Activity Recognition: Deep Learning or Feature Engineering? Computation of CNN's Sensitivity to Input Perturbation.Lin Xiang Xiaoqin Zeng Shengli Wu Yanjun Liu Baohua Yuan
Multi-class support vector machine based on the minimization of class variance.Zhiqiang Zhang Zeqian Xu Junyan Tan Hui Zou
On Regularization Based Twin Support Vector Regression with Huber Loss. Political Optimizer Based Feedforward Neural Network for Classification and Function Approximation. Online Support Vector Regression Based Adaptive NARMA-L2 Controller for Nonlinear Systems. Design of Stochastic Passivity and Passification for Delayed BAM Neural Networks with Markov Jump Parameters via Non-uniform Sampled-Data Control.Nallappan Gunasekaran M. Syed Ali
Label-Embedding Bi-directional Attentive Model for Multi-label Text Classification.Naiyin Liu Qianlong Wang Jiangtao Ren
Identification of Nonlinear Dynamical System Based on Raised-Cosine Radial Basis Function Neural Networks.Guo Luo Zhi Yang Choujun Zhan Qizhi Zhang
Stick-Breaking Dependent Beta Processes with Variational Inference.Zehui Cao Jing Zhao Shiliang Sun
Densemask RCNN: A Hybrid Model for Skin Burn Image Classification and Severity Grading. Finite-Time Stabilization of Memristive Neural Networks with Time Delays.Leimin Wang Jie Wu Xinmei Wang
Leader-Following Mean Square Consensus of Stochastic Multi-agent Systems via Periodically Intermittent Event-Triggered Control.Xiaoying Liu Hongbo Fu Lei Liu
Joint Spectral Clustering based on Optimal Graph and Feature Selection.Jinting Zhu Julian Jang-Jaccard Tong Liu Jukai Zhou
Real-Time Lossy Audio Signal Reconstruction Using Novel Sliding Based Multi-instance Linear Regression/Random Forest and Enhanced CGPANN.Nadia Masood Khan Gul Muhammad Khan
Context Module Based Multi-patch Hierarchical Network for Motion Deblurring.Kang Tang Dahong Xu Hong Liu Zhixin Zeng
A Novel Enhanced Naïve Bayes Posterior Probability (ENBPP) Using Machine Learning: Cyber Threat Analysis.Ayan Sentuna Abeer Alsadoon P. W. C. Prasad Maha Saadeh Omar Hisham Alsadoon
Estimating the Depth of Anesthesia During the Induction by a Novel Adaptive Neuro-Fuzzy Inference System: A Case Study.Najmeh Jamali Ahmad Sadegheih M. M. Lotfi Lincoln C. Wood Javad Mohammad Ebadi
A New Varying-Parameter Design Formula for Solving Time-Varying Problems.Predrag S. Stanimirovic Vasilios N. Katsikis Dimitrios Gerontitis
Evolved Fuzzy Min-Max Neural Network for Unknown Labeled Data and its Application on Defect Recognition in Depth.Yanjuan Ma Jinhai Liu Yan Zhao
Leader-Following Consensus of Non-linear Multi-agent Systems with Interval Time-Varying Delay via Impulsive Control. Delay-Dependent Criteria for Global Exponential Stability of Time-Varying Delayed Fuzzy Inertial Neural Networks. On the Selection of the Regularization Parameter in Stacking. Systematic Homonym Detection and Replacement Based on Contextual Word Embedding. Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering.