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Open Access

Image Localized Style Transfer to Design Clothes Based on CNN and Interactive Segmentation

Hanying Wang,  Haitao Xiong,  Yuanyuan Cai, 
  • First Published: 29 December 2020
Research Article
Open Access

Multiparameter Space Decision Voting and Fusion Features for Facial Expression Recognition

Yan Wang,  Ming Li,  Xing Wan,  Congxuan Zhang,  Yue Wang, 
  • First Published: 29 December 2020
Research Article
Open Access

Application of a Modified Generative Adversarial Network in the Superresolution Reconstruction of Ancient Murals

Jianfang Cao,  Zibang Zhang,  Aidi Zhao, 
  • First Published: 29 December 2020
Research Article
Open Access

Lw-CNN-Based Myoelectric Signal Recognition and Real-Time Control of Robotic Arm for Upper-Limb Rehabilitation

Benzhen Guo,  Yanli Ma,  Jingjing Yang,  Zhihui Wang,  Xiao Zhang, 
  • First Published: 29 December 2020
Research Article
Open Access

Intelligence Is beyond Learning: A Context-Aware Artificial Intelligent System for Video Understanding

Ahmed Ghozia,  Gamal Attiya,  Emad Adly,  Nawal El-Fishawy, 
  • First Published: 24 December 2020
Research Article
Open Access

A Knowledge-Fusion Ranking System with an Attention Network for Making Assignment Recommendations

Canghong Jin,  Yuli Zhou,  Shengyu Ying,  Chi Zhang,  Weisong Wang,  Minghui Wu, 
  • First Published: 23 December 2020
Research Article
Open Access

Inherent Importance of Early Visual Features in Attraction of Human Attention

Reza Eghdam,  Reza Ebrahimpour,  Iman Zabbah,  Sajjad Zabbah, 
  • First Published: 22 December 2020
Research Article
Open Access

Tracking Objects Based on Multiple Particle Filters for Multipart Combined Moving Directions Information

Ngo Duong Ha,  Ikuko Shimizu,  Pham The Bao, 
  • First Published: 17 December 2020
Research Article
Open Access

An Empirical Investigation of Transfer Effects for Reinforcement Learning

Jung-Sing Jwo,  Ching-Sheng Lin,  Cheng-Hsiung Lee,  Ya-Ching Lo, 
  • First Published: 16 December 2020
Research Article
Open Access

Ensemble Framework of Deep CNNs for Diabetic Retinopathy Detection

Gao Jinfeng,  Sehrish Qummar,  Zhang Junming,  Yao Ruxian,  Fiaz Gul Khan, 
  • First Published: 15 December 2020
Research Article
Open Access

A Lightweight Object Detection Network for Real-Time Detection of Driver Handheld Call on Embedded Devices

Zuopeng Zhao,  Zhongxin Zhang,  Xinzheng Xu,  Yi Xu,  Hualin Yan,  Lan Zhang, 
  • First Published: 15 December 2020
Research Article
Open Access

HDEC: A Heterogeneous Dynamic Ensemble Classifier for Binary Datasets

Nasrin Ostvar,  Amir Masoud Eftekhari Moghadam, 
  • First Published: 14 December 2020
Research Article
Open Access

Discriminative Label Relaxed Regression with Adaptive Graph Learning

Jingjing Wang,  Zhonghua Liu,  Wenpeng Lu,  Kaibing Zhang, 
  • First Published: 14 December 2020
Research Article
Open Access

Continuous Similarity Learning with Shared Neural Semantic Representation for Joint Event Detection and Evolution

Pengpeng Zhou,  Yao Luo,  Nianwen Ning,  Zhen Cao,  Bingjing Jia,  Bin Wu, 
  • First Published: 14 December 2020
Research Article
Open Access

A Semisupervised Learning Scheme with Self-Paced Learning for Classifying Breast Cancer Histopathological Images

Sarpong Kwadwo Asare,  Fei You,  Obed Tettey Nartey, 
  • First Published: 08 December 2020
Research Article
Open Access

A Study on Differences between Simplified and Traditional Chinese Based on Complex Network Analysis of the Word Co-Occurrence Networks

Zhongqiang Jiang,  Dongmei Zhao,  Jiangbin Zheng,  Yidong Chen, 
  • First Published: 03 December 2020
Research Article
Open Access

Disruption-Based Multiobjective Equilibrium Optimization Algorithm

Hao Chen,  Weikun Li,  Weicheng Cui, 
  • First Published: 01 December 2020
Research Article
Open Access

Graph Neural Network and Context-Aware Based User Behavior Prediction and Recommendation System Research

Qian Gao,  Pengcheng Ma, 
  • First Published: 30 November 2020
Research Article
Open Access

Schizophrenia EEG Signal Classification Based on Swarm Intelligence Computing

Sunil Kumar Prabhakar,  Harikumar Rajaguru,  Sun-Hee Kim, 
  • First Published: 30 November 2020
Research Article
Open Access

Binary Political Optimizer for Feature Selection Using Gene Expression Data

Ghaith Manita,  Ouajdi Korbaa, 
  • First Published: 29 November 2020
Research Article
Open Access

Driver Distraction Detection Method Based on Continuous Head Pose Estimation

Zuopeng Zhao,  Sili Xia,  Xinzheng Xu,  Lan Zhang,  Hualin Yan,  Yi Xu,  Zhongxin Zhang, 
  • First Published: 29 November 2020
Research Article
Open Access

Mixed-Level Neural Machine Translation

Thien Nguyen,  Huu Nguyen,  Phuoc Tran, 
  • First Published: 29 November 2020
Research Article
Open Access

EEG Assessment in a 2-Year-Old Child with Prolonged Disorders of Consciousness: 3 Years’ Follow-up

Gang Xu,  Qianqian Sheng,  Qinggang Xin,  Yanxin Song,  Gaoyan Zhang,  Lin Yuan,  Peng Zhao,  Jun Liang, 
  • First Published: 27 November 2020
Research Article
Open Access

Image Retrieval Using the Fused Perceptual Color Histogram

Guang-Hai Liu,  Zhao Wei, 
  • First Published: 25 November 2020
Research Article
Open Access

A User-Oriented Intelligent Access Selection Algorithm in Heterogeneous Wireless Networks

Gen Liang,  Xiaoxue Guo,  Guoxi Sun,  Jingcheng Fang, 
  • First Published: 24 November 2020
Research Article
Open Access

Improved Distance Functions for Instance-Based Text Classification

Khalil El Hindi,  Bayan Abu Shawar,  Reem Aljulaidan,  Hussien Alsalamn, 
  • First Published: 23 November 2020
Research Article
Open Access

Stability Analysis for Nonlinear Impulsive Control System with Uncertainty Factors

Zemin Ren,  Shiping Wen,  Qingyu Li,  Yuming Feng,  Ning Tang, 
  • First Published: 21 November 2020
Research Article
Open Access

Hierarchical Multimodal Adaptive Fusion (HMAF) Network for Prediction of RGB-D Saliency

Ying Lv,  Wujie Zhou, 
  • First Published: 21 November 2020
Research Article
Open Access

Driver Fatigue Detection Based on Convolutional Neural Networks Using EM-CNN

Zuopeng Zhao,  Nana Zhou,  Lan Zhang,  Hualin Yan,  Yi Xu,  Zhongxin Zhang, 
  • First Published: 18 November 2020
Research Article
Open Access

Sea Clutter Suppression Method of HFSWR Based on RBF Neural Network Model Optimized by Improved GWO Algorithm

Shang Shang,  Kang-Ning He,  Zhao-Bin Wang,  Tong Yang,  Ming Liu,  Xiang Li, 
  • First Published: 16 November 2020
Review Article
Open Access

Deep Learning for Retail Product Recognition: Challenges and Techniques

Yuchen Wei,  Son Tran,  Shuxiang Xu,  Byeong Kang,  Matthew Springer, 
  • First Published: 12 November 2020
Research Article
Open Access

sEMG-Based Neural Network Prediction Model Selection of Gesture Fatigue and Dataset Optimization

Fujun Ma,  Fanghao Song,  Yan Liu,  Jiahui Niu, 
  • First Published: 11 November 2020
Research Article
Open Access

Interactive Dual Attention Network for Text Sentiment Classification

Yinglin Zhu,  Wenbin Zheng,  Hong Tang, 
  • First Published: 04 November 2020
Research Article
Open Access

A Novel Bayesian Approach for EEG Source Localization

Vangelis P. Oikonomou,  Ioannis Kompatsiaris, 
  • First Published: 30 October 2020
Research Article
Open Access

A Deep Learning Method for Near-Real-Time Cloud and Cloud Shadow Segmentation from Gaofen-1 Images

Mehdi Khoshboresh-Masouleh,  Reza Shah-Hosseini, 
  • First Published: 29 October 2020
Research Article
Open Access

RNA-Seq-Based Breast Cancer Subtypes Classification Using Machine Learning Approaches

Zhezhou Yu,  Zhuo Wang,  Xiangchun Yu,  Zhe Zhang, 
  • First Published: 29 October 2020
Editorial
Open Access

Advances in Recent Nature-Inspired Algorithms for Neural Engineering

Ricardo Soto,  Juan A. Gómez-Pulido,  Eduardo Rodriguez-Tello,  Pedro Isasi, 
  • First Published: 28 October 2020
Research Article
Open Access

Prediction of Flight Time Deviation for Lithuanian Airports Using Supervised Machine Learning Model

Pavel Stefanovič,  Rokas Štrimaitis,  Olga Kurasova, 
  • First Published: 27 October 2020
Research Article
Open Access

Adaptive State Observer Design for Dynamic Links in Complex Dynamical Networks

Zilin Gao,  Jiang Xiong,  Jing Zhong,  Fuming Liu,  Qingshan Liu, 
  • First Published: 27 October 2020
Research Article
Open Access

Shapelet Discovery by Lazy Time Series Classification

Wei Zhang,  Zhihai Wang,  Jidong Yuan,  Shilei Hao, 
  • First Published: 26 October 2020
Research Article
Open Access

An Improved Sign Language Translation Model with Explainable Adaptations for Processing Long Sign Sentences

Jiangbin Zheng,  Zheng Zhao,  Min Chen,  Jing Chen,  Chong Wu,  Yidong Chen,  Xiaodong Shi,  Yiqi Tong, 
  • First Published: 24 October 2020
Research Article
Open Access

SVD-CNN: A Convolutional Neural Network Model with Orthogonal Constraints Based on SVD for Context-Aware Citation Recommendation

Shaoyu Tao,  Chaoyuan Shen,  Li Zhu,  Tao Dai, 
  • First Published: 23 October 2020
Corrigendum
Open Access

Corrigendum to “Control of a Humanoid NAO Robot by an Adaptive Bioinspired Cerebellar Module in 3D Motion Tasks”

Alberto Antonietti,  Dario Martina,  Claudia Casellato,  Egidio D’Angelo,  Alessandra Pedrocchi, 
  • First Published: 23 October 2020

Research Article
Open Access

Application of Offshore Visibility Forecast Based on Temporal Convolutional Network and Transfer Learning

Zhenyu Lu,  Cheng Zheng,  Tingya Yang, 
  • First Published: 20 October 2020
Research Article
Open Access

Online Doctor Recommendation with Convolutional Neural Network and Sparse Inputs

Yongjie Yan,  Guang Yu,  Xiangbin Yan, 
  • First Published: 15 October 2020
Research Article
Open Access

Simulations of Myenteric Neuron Dynamics in Response to Mechanical Stretch

Donghua Liao,  Jingbo Zhao,  Hans Gregersen, 
  • First Published: 14 October 2020
Research Article
Open Access

An Initial Alignment Technology of Shearer Inertial Navigation Positioning Based on a Fruit Fly-Optimized Kalman Filter Algorithm

Miao Wan,  Zhongbin Wang,  Lei Si,  Chao Tan,  Hao Wang, 
  • First Published: 13 October 2020
Research Article
Open Access

Retinal Vessel Segmentation by Deep Residual Learning with Wide Activation

Yuliang Ma,  Xue Li,  Xiaopeng Duan,  Yun Peng,  Yingchun Zhang, 
  • First Published: 10 October 2020
Research Article
Open Access

The Time Course of Perceptual Closure of Incomplete Visual Objects: An Event-Related Potential Study

Chenyang Liu,  Sha Sha,  Xiujun Zhang,  Zhiming Bian,  Lin Lu,  Bin Hao,  Lina Li,  Hongge Luo,  Xiaotian Wang,  Changming Wang,  Chao Chen, 
  • First Published: 06 October 2020
Research Article
Open Access

Learning-Based Lane-Change Behaviour Detection for Intelligent and Connected Vehicles

Luyao Du,  Wei Chen,  Zhonghui Pei,  Hongjiang Zheng,  Shuaizhi Fu,  Kang Chen,  Di Wu, 
  • First Published: 01 October 2020
Research Article
Open Access

Green Supplier Selection Using Fuzzy Multiple-Criteria Decision-Making Methods and Artificial Neural Networks

Tina Gegovska,  Rasit Koker,  Tarik Cakar, 
  • First Published: 30 September 2020
Research Article
Open Access

Air Pollutant Concentration Forecasting Using Long Short-Term Memory Based on Wavelet Transform and Information Gain: A Case Study of Beijing

Bingchun Liu,  Xiaoling Guo,  Mingzhao Lai,  Qingshan Wang, 
  • First Published: 30 September 2020
Research Article
Open Access

Adaptive Neural Backstepping Sliding Mode Heading Control for Underactuated Ships with Drift Angle and Ship-Bank Interaction

Xue Han, 
  • First Published: 27 September 2020
Research Article
Open Access

A Search History-Driven Offspring Generation Method for the Real-Coded Genetic Algorithm

Takumi Nakane,  Xuequan Lu,  Chao Zhang, 
  • First Published: 27 September 2020
Research Article
Open Access

Multipose Face Recognition-Based Combined Adaptive Deep Learning Vector Quantization

Shahenda Sarhan,  Aida A. Nasr,  Mahmoud Y. Shams, 
  • First Published: 24 September 2020
Research Article
Open Access

Effect of Emotion on Prospective Memory in Those of Different Age Groups

Jinhua Xian,  Yan Wang,  Buxin Han, 
  • First Published: 21 September 2020
Research Article
Open Access

On Modeling the Earthquake Insurance Data via a New Member of the T-X Family

Zubair Ahmad,  Eisa Mahmoudi,  Omid Kharazmi, 
  • First Published: 19 September 2020
Research Article
Open Access

Comparison and Validation of Deep Learning Models for the Diagnosis of Pneumonia

Zhenjia Yue,  Liangping Ma,  Runfeng Zhang, 
  • First Published: 18 September 2020
Research Article
Open Access

Student Enrollment and Teacher Statistics Forecasting Based on Time-Series Analysis

Stephanie Yang,  Hsueh-Chih Chen,  Wen-Ching Chen,  Cheng-Hong Yang, 
  • First Published: 18 September 2020
Research Article
Open Access

Turing Universality of Weighted Spiking Neural P Systems with Anti-spikes

Qianqian Ren,  Xiyu Liu,  Minghe Sun, 
  • First Published: 17 September 2020
Review Article
Open Access

EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities

Nazmi Sofian Suhaimi,  James Mountstephens,  Jason Teo, 
  • First Published: 16 September 2020
Research Article
Open Access

A Novel Parameter Initialization Technique Using RBM-NN for Human Action Recognition

Deepika Roselind Johnson,  V.Rhymend Uthariaraj, 
  • First Published: 10 September 2020
Research Article
Open Access

A Fusion Recognition Method Based on Multifeature Hidden Markov Model for Dynamic Hand Gesture

Guoliang Chen,  Kaikai Ge, 
  • First Published: 09 September 2020
Research Article
Open Access

Sentiment Analysis of Shared Tweets on Global Warming on Twitter with Data Mining Methods: A Case Study on Turkish Language

Yasin Kirelli,  Seher Arslankaya, 
  • First Published: 07 September 2020
Review Article
Open Access

Extracting Parallel Sentences from Nonparallel Corpora Using Parallel Hierarchical Attention Network

Shaolin Zhu,  Yong Yang,  Chun Xu, 
  • First Published: 01 September 2020
Research Article
Open Access

Adoption of Machine Learning in Intelligent Terrain Classification of Hyperspectral Remote Sensing Images

Yanyi Li,  Jian Wang,  Tong Gao,  Qiwen Sun,  Liguo Zhang,  Mingxiu Tang, 
  • First Published: 01 September 2020
Research Article
Open Access

The Influence of Inhibition of Return and Level-Priming on the Global Precedence Effect

Yan Wu,  Qi Li,  Yuanzi Liu, 
  • First Published: 01 September 2020
Research Article
Open Access

Eye-Tracking Analysis for Emotion Recognition

Paweł Tarnowski,  Marcin Kołodziej,  Andrzej Majkowski,  Remigiusz Jan Rak, 
  • First Published: 01 September 2020
Research Article
Open Access

Whale Optimization Algorithm for Multiconstraint Second-Order Stochastic Dominance Portfolio Optimization

Q. H. Zhai,  T. Ye,  M. X. Huang,  S. L. Feng,  H. Li, 
  • First Published: 28 August 2020
Research Article
Open Access

An Energy Storage Performance Improvement Model for Grid-Connected Wind-Solar Hybrid Energy Storage System

Rui Zhu,  An-lei Zhao,  Guang-chao Wang,  Xin Xia,  Yaopan Yang, 
  • First Published: 28 August 2020
Research Article
Open Access

Using Deep Convolutional Neural Networks for Image-Based Diagnosis of Nutrient Deficiencies in Rice

Zhe Xu,  Xi Guo,  Anfan Zhu,  Xiaolin He,  Xiaomin Zhao,  Yi Han,  Roshan Subedi, 
  • First Published: 28 August 2020
Research Article
Open Access

A Radar Signal Recognition Approach via IIF-Net Deep Learning Models

Ji Li,  Huiqiang Zhang,  Jianping Ou,  Wei Wang, 
  • First Published: 28 August 2020
Research Article
Open Access

Directed Connectivity Analysis of the Brain Network in Mathematically Gifted Adolescents

Mengting Wei,  Qingyun Wang,  Xiang Jiang,  Yiyun Guo,  Hui Fan,  Haixian Wang,  Xuesong Lu, 
  • First Published: 28 August 2020
Corrigendum
Open Access

Corrigendum to “Application of Deep Learning in Neuroradiology: Brain Haemorrhage Classification Using Transfer Learning”

Awwal Muhammad Dawud,  Kamil Yurtkan,  Huseyin Oztoprak, 
  • First Published: 28 August 2020

Research Article
Open Access

Towards an Accessible Use of a Brain-Computer Interfaces-Based Home Care System through a Smartphone

Koun-Tem Sun,  Kai-Lung Hsieh,  Syuan-Rong Syu, 
  • First Published: 28 August 2020
Research Article
Open Access

Change Detection of Remote Sensing Images Based on Attention Mechanism

Long Chen,  Dezheng Zhang,  Peng Li,  Peng Lv, 
  • First Published: 25 August 2020
Research Article
Open Access

Query-Specific Deep Embedding of Content-Rich Network

Yue Li,  Hongqi Wang,  Liqun Yu,  Sarah Yvonne Cooper,  Jing-Yan Wang, 
  • First Published: 25 August 2020
Research Article
Open Access

A Study of Modified Infotaxis Algorithms in 2D and 3D Turbulent Environments

Shurui Fan,  Dongxia Hao,  Xudong Sun,  Yusuf Mohamed Sultan,  Zirui Li,  Kewen Xia, 
  • First Published: 25 August 2020
Research Article
Open Access

A Hybrid Method Based on Extreme Learning Machine and Self Organizing Map for Pattern Classification

Imen Jammoussi,  Mounir Ben Nasr, 
  • First Published: 25 August 2020
Research Article
Open Access

Clustering Ensemble Model Based on Self-Organizing Map Network

Wenqi Hua,  Lingfei Mo, 
  • First Published: 25 August 2020
Research Article
Open Access

Robust 2D Otsu’s Algorithm for Uneven Illumination Image Segmentation

Jiangwa Xing,  Pei Yang,  Letu Qingge, 
  • First Published: 11 August 2020
Research Article
Open Access

A Brain-Inspired Adaptive Space Representation Model Based on Grid Cells and Place Cells

Kun Han,  Dewei Wu,  Lei Lai, 
  • First Published: 11 August 2020
Research Article
Open Access

Image Target Recognition via Mixed Feature-Based Joint Sparse Representation

Xin Wang,  Can Tang,  Ji Li,  Peng Zhang,  Wei Wang, 
  • First Published: 10 August 2020
Research Article
Open Access

H∞ Time-Delayed Fractional Order Adaptive Sliding Mode Control for Two-Wheel Self-Balancing Vehicles

Han Xue,  Qionglin Fang,  Jifeng Zhong,  Zhe-ping Shao, 
  • First Published: 10 August 2020
Research Article
Open Access

Design of Festival Sentiment Classifier Based on Social Network

Huilin Yuan,  Yufan Song,  Jianlu Hu,  Yatao Ma, 
  • First Published: 07 August 2020
Research Article
Open Access

Multiobjective Sizing of an Autonomous Hybrid Microgrid Using a Multimodal Delayed PSO Algorithm: A Case Study of a Fishing Village

Raja Mouachi,  Mohammed Ali Jallal,  Fatima Gharnati,  Mustapha Raoufi, 
  • First Published: 07 August 2020
Research Article
Open Access

Image Denoising Using Sparsifying Transform Learning and Weighted Singular Values Minimization

Yanwei Zhao,  Ping Yang,  Qiu Guan,  Jianwei Zheng,  Wanliang Wang, 
  • First Published: 07 August 2020
Research Article
Open Access

A Compressive Sensing Model for Speeding Up Text Classification

Kelin Shen,  Peinan Hao,  Ran Li, 
  • First Published: 07 August 2020
Research Article
Open Access

Dynamic Multi-Swarm Differential Learning Quantum Bird Swarm Algorithm and Its Application in Random Forest Classification Model

Jiangnan Zhang,  Kewen Xia,  Ziping He,  Shurui Fan, 
  • First Published: 07 August 2020
Research Article
Open Access

A Complex Chained P System Based on Evolutionary Mechanism for Image Segmentation

Xiyu Liu,  Lin Wang,  Jianhua Qu,  Ning Wang, 
  • First Published: 07 August 2020
Research Article
Open Access

Remaining Useful Life Estimation Using Deep Convolutional Generative Adversarial Networks Based on an Autoencoder Scheme

Guisheng Hou,  Shuo Xu,  Nan Zhou,  Lei Yang,  Quanhao Fu, 
  • First Published: 01 August 2020
Research Article
Open Access

A New Image Classification Approach via Improved MobileNet Models with Local Receptive Field Expansion in Shallow Layers

Wei Wang,  Yiyang Hu,  Ting Zou,  Hongmei Liu,  Jin Wang,  Xin Wang, 
  • First Published: 01 August 2020
Research Article
Open Access

Channel and Feature Selection for a Motor Imagery-Based BCI System Using Multilevel Particle Swarm Optimization

Yingji Qi,  Feng Ding,  Fangzhou Xu,  Jimin Yang, 
  • First Published: 01 August 2020
Research Article
Open Access

Design and Performance Evaluation of a Deep Neural Network for Spectrum Recognition of Underwater Targets

Dali Liu,  Xuchen Zhao,  Wenjing Cao,  Wei Wang,  Yi Lu, 
  • First Published: 01 August 2020
Research Article
Open Access

Modified Support Vector Machine for Detecting Stress Level Using EEG Signals

Richa Gupta,  M. Afshar Alam,  Parul Agarwal, 
  • First Published: 01 August 2020
Research Article
Open Access

Classification of Task-State fMRI Data Based on Circle-EMD and Machine Learning

Renzhou Gui,  Tongjie Chen,  Han Nie, 
  • First Published: 01 August 2020
Research Article
Open Access

Algorithms for Investment Project Distribution on Regions

Mafawez Alharbi,  Mahdi Jemmali, 
  • First Published: 01 August 2020
Research Article
Open Access

A Species Conservation-Based Particle Swarm Optimization with Local Search for Dynamic Optimization Problems

Dingcai Shen,  Bei Qian,  Min Wang, 
  • First Published: 01 August 2020
Review Article
Open Access

Generative Adversarial Network Technologies and Applications in Computer Vision

Lianchao Jin,  Fuxiao Tan,  Shengming Jiang, 
  • First Published: 01 August 2020
Research Article
Open Access

Efficient Deep Learning Architecture for Detection and Recognition of Thyroid Nodules

Jingzhe Ma,  Shaobo Duan,  Ye Zhang,  Jing Wang,  Zongmin Wang,  Runzhi Li,  Yongli Li,  Lianzhong Zhang,  Huimin Ma, 
  • First Published: 01 August 2020
Research Article
Open Access

A Cross-Reference Line Method Based Multiobjective Evolutionary Algorithm to Enhance Population Diversity

Ya-Nan Feng,  Zhao-Hui Wang,  Jia-Rong Fan,  Ting Fu,  Zhi-Yuan Chen, 
  • First Published: 20 July 2020
Research Article
Open Access

High-Resolution Radar Target Recognition via Inception-Based VGG (IVGG) Networks

Wei Wang,  Chengwen Zhang,  Jinge Tian,  Xin Wang,  Jianping Ou,  Jun Zhang,  Ji Li, 
  • First Published: 18 July 2020
Research Article
Open Access

Density Peaks Clustering by Zero-Pointed Samples of Regional Group Borders

Lin Ding,  Weihong Xu,  Yuantao Chen, 
  • First Published: 18 July 2020
Research Article
Open Access

Cross-Modal Search for Social Networks via Adversarial Learning

Nan Zhou,  Junping Du,  Zhe Xue,  Chong Liu,  Jinxuan Li, 
  • First Published: 11 July 2020
Research Article
Open Access

A Novel Genetic Algorithm-Based Optimization Framework for the Improvement of Near-Infrared Quantitative Calibration Models

Quanxi Feng,  Huazhou Chen,  Hai Xie,  Ken Cai,  Bin Lin,  Lili Xu, 
  • First Published: 10 July 2020
Research Article
Open Access

Common Laws Driving the Success in Show Business

Chong Wu,  Zhenan Feng,  Jiangbin Zheng,  Houwang Zhang, 
  • First Published: 10 July 2020
Research Article
Open Access

A SAR Image Target Recognition Approach via Novel SSF-Net Models

Wei Wang,  Chengwen Zhang,  Jinge Tian,  Jianping Ou,  Ji Li, 
  • First Published: 09 July 2020
Research Article
Open Access

Improved Classification of White Blood Cells with the Generative Adversarial Network and Deep Convolutional Neural Network

Khaled Almezhghwi,  Sertan Serte, 
  • First Published: 09 July 2020
Research Article
Open Access

Analyzing EEG Signals Using Decision Trees: A Study of Modulation of Amplitude

Narusci S. Bastos,  Bianca P. Marques,  Diana F. Adamatti,  Cleo Z. Billa, 
  • First Published: 09 July 2020
Research Article
Open Access

Development of Combinational Circuits by Encoding on the Basis of Developmental Biology

S. B. Sivasubramaniyan,  R. Seshasayanan,  N. Ramadass, 
  • First Published: 01 July 2020
Corrigendum
Open Access

Corrigendum to “Generating Point Cloud from Measurements and Shapes Based on Convolutional Neural Network: An Application for Building 3D Human Model”

Mau Tung Nguyen,  Thanh Vu Dang,  Minh Kieu Tran Thi,  Pham The Bao, 
  • First Published: 28 June 2020

Research Article
Open Access

Hybrid Low-Order and Higher-Order Graph Convolutional Networks

Fangyuan Lei,  Xun Liu,  Qingyun Dai,  Bingo Wing-Kuen Ling,  Huimin Zhao,  Yan Liu, 
  • First Published: 23 June 2020
Review Article
Open Access

Combining Grey Relationship Analysis and Neural Network to Develop Attractive Automobile Booth Design

Xinhui Kang, 
  • First Published: 20 June 2020
Research Article
Open Access

A Method to Extract Causality for Safety Events in Chemical Accidents from Fault Trees and Accident Reports

Junwei Du,  Hanrui Zhao,  Yangyang Yu,  Qiang Hu, 
  • First Published: 19 June 2020
Research Article
Open Access

Layered Concept Lattice Model and Its Application to Build Rapidly Concept Lattice

Xia Wu,  Jialu Zhang,  Jiaming Zhong, 
  • First Published: 11 June 2020
Research Article
Open Access

Z-Shaped Transfer Functions for Binary Particle Swarm Optimization Algorithm

Sha-sha Guo,  Jie-sheng Wang,  Meng-wei Guo, 
  • First Published: 08 June 2020
Research Article
Open Access

Machine Learning for Brain Images Classification of Two Language Speakers

Alejandro-Israel Barranco-Gutiérrez, 
  • First Published: 06 June 2020
Research Article
Open Access

An Efficient Combination among sMRI, CSF, Cognitive Score, and APOE ε4 Biomarkers for Classification of AD and MCI Using Extreme Learning Machine

Uttam Khatri,  Goo-Rak Kwon, 
  • First Published: 04 June 2020
Research Article
Open Access

Movie Review Summarization Using Supervised Learning and Graph-Based Ranking Algorithm

Atif Khan,  Muhammad Adnan Gul,  Mahdi Zareei,  R. R. Biswal,  Asim Zeb,  Muhammad Naeem,  Yousaf Saeed,  Naomie Salim, 
  • First Published: 02 June 2020
Research Article
Open Access

A Platoon-Based Adaptive Signal Control Method with Connected Vehicle Technology

Ning Li,  Shukai Chen,  Jianjun Zhu,  Daniel Jian Sun, 
  • First Published: 01 June 2020
Research Article
Open Access

An Intelligent Fuzzy Rule-Based Personalized News Recommendation Using Social Media Mining

Saravanapriya Manoharan,  Radha Senthilkumar, 
  • First Published: 31 May 2020
Research Article
Open Access

A Hybrid Pathfinder Optimizer for Unconstrained and Constrained Optimization Problems

Xiangbo Qi,  Zhonghu Yuan,  Yan Song, 
  • First Published: 29 May 2020
Research Article
Open Access

Spectral Clustering Algorithm Based on Improved Gaussian Kernel Function and Beetle Antennae Search with Damping Factor

Zhe Zhang,  Xiyu Liu,  Lin Wang, 
  • First Published: 29 May 2020
Research Article
Open Access

A New Volumetric CNN for 3D Object Classification Based on Joint Multiscale Feature and Subvolume Supervised Learning Approaches

A. A. M. Muzahid,  Wanggen Wan,  Li Hou, 
  • First Published: 28 May 2020
Research Article
Open Access

Bacterial Foraging Optimization Based on Self-Adaptive Chemotaxis Strategy

Huang Chen,  Lide Wang,  Jun Di,  Shen Ping, 
  • First Published: 27 May 2020
Research Article
Open Access

Chinese Emergency Event Recognition Using Conv-RDBiGRU Model

Haoran Yin,  Jinxuan Cao,  Luzhe Cao,  Guodong Wang, 
  • First Published: 21 May 2020
Research Article
Open Access

Prediction of Cognitive Decline in Temporal Lobe Epilepsy and Mild Cognitive Impairment by EEG, MRI, and Neuropsychology

Yvonne Höller,  Kevin H. G. Butz,  Aljoscha C. Thomschewski,  Elisabeth V. Schmid,  Christoph D. Hofer,  Andreas Uhl,  Arne C. Bathke,  Wolfgang Staffen,  Raffaele Nardone,  Fabian Schwimmbeck,  Markus Leitinger,  Giorgi Kuchukhidze,  Marlene Derner,  Jürgen Fell,  Eugen Trinka, 
  • First Published: 20 May 2020
Research Article
Open Access

An Adaptive Shrinking Grid Search Chaotic Wolf Optimization Algorithm Using Standard Deviation Updating Amount

Dongxing Wang,  Xiaojuan Ban,  Linhong Ji,  Xinyu Guan,  Kang Liu,  Xu Qian, 
  • First Published: 18 May 2020
Research Article
Open Access

Diagnosis of Asthma Based on Routine Blood Biomarkers Using Machine Learning

Jun Zhan,  Wen Chen,  Longsheng Cheng,  Qiong Wang,  Feifei Han,  Yubao Cui, 
  • First Published: 14 May 2020
Research Article
Open Access

Temporal Association Rule Mining and Updating and Their Application to Blast Furnace in the Steel Industry

Yinghua Han,  Deshui Yu,  Chunhui Yin,  Qiang Zhao, 
  • First Published: 11 May 2020
Research Article
Open Access

SSVEP Enhancement Using Moving Average Filter Controlled by Phase Features

Omar Trigui,  Sawsan Daoud,  Mohamed Ghorbel,  Chokri Mhiri, 
  • First Published: 08 May 2020
Research Article
Open Access

Optimized Mahalanobis–Taguchi System for High-Dimensional Small Sample Data Classification

Xinping Xiao,  Dian Fu,  Yu Shi,  Jianghui Wen, 
  • First Published: 26 April 2020
Research Article
Open Access

Short-Time Wind Speed Forecast Using Artificial Learning-Based Algorithms

Mariam Ibrahim,  Ahmad Alsheikh,  Qays Al-Hindawi,  Sameer Al-Dahidi,  Hisham ElMoaqet, 
  • First Published: 25 April 2020
Research Article
Open Access

Classification of Lung Nodules Based on Deep Residual Networks and Migration Learning

Panpan Wu,  Xuanchao Sun,  Ziping Zhao,  Haishuai Wang,  Shirui Pan,  Björn Schuller, 
  • First Published: 30 March 2020
Review Article
Open Access

Review of Stereo Matching Algorithms Based on Deep Learning

Kun Zhou,  Xiangxi Meng,  Bo Cheng, 
  • First Published: 23 March 2020
Research Article
Open Access

Detecting Abnormal Brain Regions in Schizophrenia Using Structural MRI via Machine Learning

ZhiHong Chen,  Tao Yan,  ErLei Wang,  Hong Jiang,  YiQian Tang,  Xi Yu,  Jian Zhang,  Chang Liu, 
  • First Published: 18 March 2020
Research Article
Open Access

Hybrid Fuzzy Clustering Method Based on FCM and Enhanced Logarithmical PSO (ELPSO)

Jian Zhang,  Zongheng Ma, 
  • First Published: 18 March 2020
Research Article
Open Access

An Approach to Improve SSD through Skip Connection of Multiscale Feature Maps

Xiaoguo Zhang,  Ye Gao,  Fei Ye,  Qihan Liu,  Kaixin Zhang, 
  • First Published: 16 March 2020
Research Article
Open Access

Detection of Moderate Traumatic Brain Injury from Resting-State Eye-Closed Electroencephalography

Chi Qin Lai,  Haidi Ibrahim,  Aini Ismafairus Abd. Hamid,  Mohd Zaid Abdullah,  Azlinda Azman,  Jafri Malin Abdullah, 
  • First Published: 11 March 2020
Research Article
Open Access

Spatiotemporal Approaches for Quality Control and Error Correction of Atmospheric Data through Machine Learning

Hye-Jin Kim,  Sung Min Park,  Byung Jin Choi,  Seung-Hyun Moon,  Yong-Hyuk Kim, 
  • First Published: 11 March 2020
Research Article
Open Access

Job Scheduling in Cloud Computing Using a Modified Harris Hawks Optimization and Simulated Annealing Algorithm

Ibrahim Attiya,  Mohamed Abd Elaziz,  Shengwu Xiong, 
  • First Published: 11 March 2020
Research Article
Open Access

Quantitative Evaluation of Visual Aesthetics of Human-Machine Interaction Interface Layout

Li Deng,  Guohua Wang, 
  • First Published: 10 March 2020
Research Article
Open Access

Five Shades of Grey: Exploring Quintary m-Sequences for More User-Friendly c-VEP-Based BCIs

Felix W. Gembler,  Aya Rezeika,  Mihaly Benda,  Ivan Volosyak, 
  • First Published: 10 March 2020
Research Article
Open Access

Evaluation Method of Multiobjective Functions’ Combination and Its Application in Hydrological Model Evaluation

Jiuyuan Huo,  Liqun Liu, 
  • First Published: 10 March 2020
Research Article
Open Access

Double-Criteria Active Learning for Multiclass Brain-Computer Interfaces

Qingshan She,  Kang Chen,  Zhizeng Luo,  Thinh Nguyen,  Thomas Potter,  Yingchun Zhang, 
  • First Published: 10 March 2020
Research Article
Open Access

Robot Path Planning Based on Genetic Algorithm Fused with Continuous Bezier Optimization

Jianwei Ma,  Yang Liu,  Shaofei Zang,  Lin Wang, 
  • First Published: 25 February 2020
Research Article
Open Access

Construction Project Safety Performance Management Using Analytic Network Process (ANP) as a Multicriteria Decision-Making (MCDM) Tool

Murat Gunduz,  Basil K. Khader, 
  • First Published: 25 February 2020
Research Article
Open Access

Multi/Many-Objective Particle Swarm Optimization Algorithm Based on Competition Mechanism

Wusi Yang,  Li Chen,  Yi Wang,  Maosheng Zhang, 
  • First Published: 20 February 2020
Research Article
Open Access

Effects of Visual Attention on Tactile P300 BCI

Zongmei Chen,  Jing Jin,  Ian Daly,  Cili Zuo,  Xingyu Wang,  Andrzej Cichocki, 
  • First Published: 19 February 2020
Research Article
Open Access

A Novel Low-Bit Quantization Strategy for Compressing Deep Neural Networks

Xin Long,  XiangRong Zeng,  Zongcheng Ben,  Dianle Zhou,  Maojun Zhang, 
  • First Published: 18 February 2020
Research Article
Open Access

An Improved Deep Residual Network-Based Semantic Simultaneous Localization and Mapping Method for Monocular Vision Robot

Jianjun Ni,  Tao Gong,  Yafei Gu,  Jinxiu Zhu,  Xinnan Fan, 
  • First Published: 10 February 2020
Research Article
Open Access

Using Harmony Search Algorithm in Neural Networks to Improve Fraud Detection in Banking System

Sajjad Daliri, 
  • First Published: 08 February 2020
Editorial
Open Access

Ergonomic Issues in Brain-Computer Interface Technologies: Current Status, Challenges, and Future Direction

Hyun Jae Baek,  Hyun Seok Kim,  Minkyu Ahn,  Hohyun Cho,  Sangtae Ahn, 
  • First Published: 07 February 2020
Research Article
Open Access

Multiperspective Light Field Reconstruction Method via Transfer Reinforcement Learning

Lei Cai,  Peien Luo,  Guangfu Zhou,  Tao Xu,  Zhenxue Chen, 
  • First Published: 31 January 2020
Research Article
Open Access

Evaluation of Brain Tortuosity Measurement for the Automatic Multimodal Classification of Subjects with Alzheimer’s Disease

Eduardo Barbará-Morales,  Jorge Pérez-González,  Karla C. Rojas-Saavedra,  Verónica Medina-Bañuelos, 
  • First Published: 29 January 2020
Review Article
Open Access

Cat Swarm Optimization Algorithm: A Survey and Performance Evaluation

Aram M. Ahmed,  Tarik A. Rashid,  Soran Ab. M. Saeed, 
  • First Published: 22 January 2020
Research Article
Open Access

A Dendritic Neuron Model with Adaptive Synapses Trained by Differential Evolution Algorithm

Zhe Wang,  Shangce Gao,  Jiaxin Wang,  Haichuan Yang,  Yuki Todo, 
  • First Published: 17 January 2020
Research Article
Open Access

Anomaly Detection in EEG Signals: A Case Study on Similarity Measure

Guangyuan Chen,  Guoliang Lu,  Zhaohong Xie,  Wei Shang, 
  • First Published: 10 January 2020
Research Article
Open Access

Multi-Rule Based Ensemble Feature Selection Model for Sarcasm Type Detection in Twitter

Karthik Sundararajan,  Anandhakumar Palanisamy, 
  • First Published: 09 January 2020
Research Article
Open Access

An Overview of Image Caption Generation Methods

Haoran Wang,  Yue Zhang,  Xiaosheng Yu, 
  • First Published: 09 January 2020
Research Article
Open Access

Shadow Elimination Algorithm Using Color and Texture Features

Minghu Wu,  Rui Chen,  Ying Tong, 
  • First Published: 09 January 2020
Research Article
Open Access

A Hyperheuristic Approach for Location-Routing Problem of Cold Chain Logistics considering Fuel Consumption

Zheng Wang,  Longlong Leng,  Shun Wang,  Gongfa Li,  Yanwei Zhao, 
  • First Published: 04 January 2020
Research Article
Open Access

Iterative Deep Neighborhood: A Deep Learning Model Which Involves Both Input Data Points and Their Neighbors

Rong Liu,  Yan Liu,  Yonggang Yan,  Jing-Yan Wang, 
  • First Published: 02 January 2020