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Cognitive Computation, Volume 13
Volume 13, Number 1, January 2021
- Mufti Mahmud
, M. Shamim Kaiser, T. Martin McGinnity, Amir Hussain:
Deep Learning in Mining Biological Data. 1-33 - Zhongyang Wang, Junchang Xin, Zhiqiong Wang, Huizi Gu, Yue Zhao, Wei Qian:
Computer-Aided Dementia Diagnosis Based on Hierarchical Extreme Learning Machine. 34-48 - Benoît Lemaire, Charlotte Heuer, Sophie Portrat
Modeling Articulatory Rehearsal in an Attention-Based Model of Working Memory. 49-68 - Fengling Jiang, Bin Kong, Jingpeng Li, Kia Dashtipour
Robust Visual Saliency Optimization Based on Bidirectional Markov Chains. 69-80 - Zhigang Jin, Xiaofang Zhao, Yuhong Liu:
Heterogeneous Graph Network Embedding for Sentiment Analysis on Social Media. 81-95 - Iti Chaturvedi
Fuzzy Aggregated Topology Evolution for Cognitive Multi-tasks. 96-107 - Juan A. Ramirez-Quintana
Brain-Computer Interface System Based on P300 Processing with Convolutional Neural Network, Novel Speller, and Low Number of Electrodes. 108-124 - Lu Peng, Lin Wang
Forecasting Tourist Arrivals via Random Forest and Long Short-term Memory. 125-138 - Chuan Yue:
Attribute Normalization Approaches to Group Decision-making and Application to Software Reliability Assessment. 139-163 - Radwa M. K. Saeed
Optimizing Sentiment Classification for Arabic Opinion Texts. 164-178 - Yin Wang, Yuxiang Xie, Jiayan Gan, Liang Chang, Chunbo Luo, Jun Zhou
A Weight Importance Analysis Technique for Area- and Power-Efficient Binary Weight Neural Network Processor Design. 179-188 - Rohit Kumar Dubey
Information Theoretic Model to Simulate Agent-Signage Interaction for Wayfinding. 189-206 - Nicholas R. Wilson, Ron Sun:
A Mechanistic Account of Stress-Induced Performance Degradation. 207-227
Volume 13, Number 2, March 2021
- Soujanya Poria
Affect Recognition for Multimodal Natural Language Processing. 229-230 - Jing Han
Exploring Perception Uncertainty for Emotion Recognition in Dyadic Conversation and Music Listening. 231-240 - Laura Burdick
Analyzing Connections Between User Attributes, Images, and Text. 241-260 - Chanchal Suman, Sriparna Saha, Pushpak Bhattacharyya, Rohit Shyamkant Chaudhari:
Emoji Helps! A Multi-modal Siamese Architecture for Tweet User Verification. 261-276 - Tulika Saha
Emotion Aided Dialogue Act Classification for Task-Independent Conversations in a Multi-modal Framework. 277-289 - Ray Lim
Non-linear Domain Adaptation in Transfer Evolutionary Optimization. 290-307 - Daniele Mazzei
Analyzing Social Robotics Research with Natural Language Processing Techniques. 308-321 - Changjin Xu, Maoxin Liao, Peiluan Li, Ying Guo, Zixin Liu:
Bifurcation Properties for Fractional Order Delayed BAM Neural Networks. 322-356 - Zaoli Yang
A Cognitive Information-Based Decision-Making Algorithm Using Interval-Valued q-Rung Picture Fuzzy Numbers and Heronian Mean Operators. 357-380 - Tielin Zhang
Brain-Inspired Active Learning Architecture for Procedural Knowledge Understanding Based on Human-Robot Interaction. 381-393 - Fangzhou Xiong, Zhi-Yong Liu, Kaizhu Huang
State Primitive Learning to Overcome Catastrophic Forgetting in Robotics. 394-402 - Beatriz García-Martínez, Antonio Fernández-Caballero, Luciano Zunino
Recognition of Emotional States from EEG Signals with Nonlinear Regularity- and Predictability-Based Entropy Metrics. 403-417 - Ying Ma
ML-CGAN: Conditional Generative Adversarial Network with a Meta-learner Structure for High-Quality Image Generation with Few Training Data. 418-430 - Min-Chi Chiu, Toly Chen
Assessing Mobile and Smart Technology Applications for Active and Healthy Aging using a Fuzzy Collaborative Intelligence Approach. 431-446 - Harish Garg
Novel Similarity Measure Based on the Transformed Right-Angled Triangles Between Intuitionistic Fuzzy Sets and its Applications. 447-465 - Xindong Peng, Huiyong Yuan:
Pythagorean Fuzzy Multi-Criteria Decision Making Method Based on Multiparametric Similarity Measure. 466-484 - Salim Lahmiri, Stelios D. Bekiros
Deep Learning Forecasting in Cryptocurrency High-Frequency Trading. 485-487 - Cristina Carmona-Duarte
Sigma-Lognormal Modeling of Speech. 488-503 - Ji Zhang, Hongjun Wang, Shudong Huang, Tianrun Li, Peng Jin, Ping Deng, Qigang Zhao:
Co-Adjustment Learning for Co-Clustering. 504-517 - Edwin A. Puertas Del Castillo, Luis Gabriel Moreno-Sandoval, Javier Redondo, Jorge Andrés Alvarado-Valencia
Detection of Sociolinguistic Features in Digital Social Networks for the Detection of Communities. 518-537 - Shao Xiang
GSNet: Group Sequential Learning for Image Recognition. 538-551 - Chandan Gautam
Graph-Embedded Multi-Layer Kernel Ridge Regression for One-Class Classification. 552-569 - Erika Gardini
Using Principal Paths to Walk Through Music and Visual Art Style Spaces Induced by Convolutional Neural Networks. 570-582 - Saqib Qamar, Parvez Ahmad
Dense Encoder-Decoder-Based Architecture for Skin Lesion Segmentation. 583-594
Volume 13, Number 3, May 2021
- Imran Khurram, M. M. Fraz
Dense-CaptionNet: a Sentence Generation Architecture for Fine-grained Description of Image Semantics. 595-611 - Guoyu Zuo
SOAR Improved Artificial Neural Network for Multistep Decision-making Tasks. 612-625 - Mauajama Firdaus
A Deep Multi-task Model for Dialogue Act Classification, Intent Detection and Slot Filling. 626-645 - Futian Wang, Xiaoping Wang, Jin Tang, Bin Luo, Chenglong Li
VTAAN: Visual Tracking with Attentive Adversarial Network. 646-656 - Jing Wang
Possibility Degree and Power Aggregation Operators of Single-Valued Trapezoidal Neutrosophic Numbers and Applications to Multi-Criteria Group Decision-Making. 657-672 - Saira Qamar, Hasan Mujtaba, Hammad Majeed, Mirza Omer Beg
Relationship Identification Between Conversational Agents Using Emotion Analysis. 673-687 - Qinjuan Yang, Haoran Xie
Pronunciation-Enhanced Chinese Word Embedding. 688-697 - Abhinaba Roy, Biplab Banerjee, Amir Hussain
Discriminative Dictionary Design for Action Classification in Still Images and Videos. 698-708 - Fahad Mazaed Alotaibi, Muhammad Zubair Asghar
A Hybrid CNN-LSTM Model for Psychopathic Class Detection from Tweeter Users. 709-723 - Ke Wang, Ping Guo
A Robust Automated Machine Learning System with Pseudoinverse Learning. 724-735 - Ana Margarida Veiga Simão
Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication. 736-750 - Xin Lin, Guoqiang Zhong
Attention-Augmented Machine Memory. 751-760 - Anjir Ahmed Chowdhury
Analysis and Prediction of COVID-19 Pandemic in Bangladesh by Using ANFIS and LSTM Network. 761-770 - Keith April Araño
When Old Meets New: Emotion Recognition from Speech Signals. 771-783
Volume 13, Number 4, July 2021
- Jinchang Ren, Amir Hussain, Jiangbin Zheng, Cheng-Lin Liu, Bin Luo:
Editorial: Special Issue on Recent Advances in Cognitive Learning and Data Analysis. 785-786 - Genyun Sun, Xueqian Rong, Aizhu Zhang
Multi-Scale Mahalanobis Kernel-Based Support Vector Machine for Classification of High-Resolution Remote Sensing Images. 787-794 - Zhenyu Yue, Fei Gao, Qingxu Xiong, Jun Wang, Teng Huang, Erfu Yang
A Novel Semi-Supervised Convolutional Neural Network Method for Synthetic Aperture Radar Image Recognition. 795-806 - Hui Chen, Guiguang Ding, Zijia Lin, Yuchen Guo, Caifeng Shan
Image Captioning with Memorized Knowledge. 807-820 - Jin Zhan, Huimin Zhao
Salient Superpixel Visual Tracking with Graph Model and Iterative Segmentation. 821-832 - Jieming Ma
Predicting Seminal Quality via Imbalanced Learning with Evolutionary Safe-Level Synthetic Minority Over-Sampling Technique. 833-844 - Haochuan Jiang
Style-Neutralized Pattern Classification Based on Adversarially Trained Upgraded U-Net. 845-858 - Aihua Zheng, Jiacheng Dong, Xianmin Lin, Lidan Liu, Bo Jiang, Bin Luo:
Visual Cognition-Inspired Multi-View Vehicle Re-Identification via Laplacian-Regularized Correlative Sparse Ranking. 859-872 - V. N. Manjunath Aradhya, Mufti Mahmud
One-shot Cluster-Based Approach for the Detection of COVID-19 from Chest X-ray Images. 873-881 - Zeinab Rajabi
A Survey on Sentiment Analysis in Persian: a Comprehensive System Perspective Covering Challenges and Advances in Resources and Methods. 882-902 - Sang-Min Park, Young-Gab Kim
Root Cause Analysis Based on Relations Among Sentiment Words. 903-918 - Chunliang Ji, Runtong Zhang
Probabilistic Dual-Hesitant Pythagorean Fuzzy Sets and Their Application in Multi-attribute Group Decision-Making. 919-935 - Hongguang Pan
A Motor Rehabilitation BMI System Design Through Improving the SJIT Model and Introducing an MPC-based Auxiliary Controller. 936-945 - Harish Garg
Some Information Measures Based on Centroid, Orthocenter, Circumcenter and Incenter Points of Transformed Triangular Fuzzy Numbers and their Applications. 946-971 - Guiduo Duan, Haobo Yang, Ke Qin, Tianxi Huang
Improving Neural Machine Translation Model with Deep Encoding Information. 972-980 - Fangyan Zhang, Xin Wang
SE-DCGAN: a New Method of Semantic Image Restoration. 981-991 - Seyed Saber Banihashemian, Fazlollah Adibniya
A Novel Robust Soft-Computed Range-Free Localization Algorithm Against Malicious Anchor Nodes. 992-1007 - Rishabh Bhardwaj
Investigating Gender Bias in BERT. 1008-1018 - Gourangajit Borah
Multi-attribute Cognitive Decision Making via Convex Combination of Weighted Vector Similarity Measures for Single-Valued Neutrosophic Sets. 1019-1033 - Xia Ji, Shuaishuai Liu
Clustering Ensemble Based on Sample's Certainty. 1034-1046 - Akansha Mishra, Amit Kumar, S. S. Appadoo:
Commentary on "D-Intuitionistic Hesitant Fuzzy Sets and Their Application in Multiple Attribute Decision Making". 1047-1048 - Jian Dai
Multi-view Clustering with Latent Low-rank Proxy Graph Learning. 1049-1060 - Wen Jiang
Multiple Attribute Decision Making Based on Neutrosophic Preference Relation. 1061-1069 - Hanjing Cheng
Multi-task Pruning via Filter Index Sharing: A Many-Objective Optimization Approach. 1070-1084 - Hikaru Tokuhara, Kazuhisa Fujita
Neural Mechanisms of Maintenance and Manipulation of Information of Temporal Sequences in Working Memory. 1085-1098
Volume 13, Number 5, September 2021
- Ruoyun Liu, Shichong Zhou, Yi Guo
U2F-GAN: Weakly Supervised Super-pixel Segmentation in Thyroid Ultrasound Images. 1099-1113 - Yin Zhang
Aspect-Based Sentiment Analysis for User Reviews. 1114-1127 - Wei Liu
HANA: Hierarchical Attention Network Assembling for Semantic Segmentation. 1128-1135 - Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Manal Mohammed, Fahad Taha AL-Dhief:
Mel-Frequency Cepstral Coefficient Features Based on Standard Deviation and Principal Component Analysis for Language Identification Systems. 1136-1153 - Esaú Villatoro-Tello
Applying Attention-Based Models for Detecting Cognitive Processes and Mental Health Conditions. 1154-1171 - Vikas Arya, Satish Kumar:
A Picture Fuzzy Multiple Criteria Decision-Making Approach Based on the Combined TODIM-VIKOR and Entropy Weighted Method. 1172-1184 - Yong Dai
Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge. 1185-1197 - Gerardo I. Simari
The Big-2/ROSe Model of Online Personality. 1198-1214 - Tapas Nayak
Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey. 1215-1232 - Shuai Zhou, Min Xiao
Bifurcation and Oscillations of a Multi-ring Coupling Neural Network with Discrete Delays. 1233-1245 - Wei Zhou, Zeshui Xu:
Intuitionistic Fuzzy Three-Factor Ratio Models and Multi-preference Fusion. 1246-1262 - Lulu Tian, Zidong Wang
A New GAN-Based Approach to Data Augmentation and Image Segmentation for Crack Detection in Thermal Imaging Tests. 1263-1273 - Tao Zhang
Causal Asymmetry Analysis in the View of Concept-Cognitive Learning by Incremental Concept Tree. 1274-1286 - Wei Jiang, Xiaoyu Wang, Jinchang Ren, Sen Li, Meijun Sun, Zheng Wang
MTFFNet: a Multi-task Feature Fusion Framework for Chinese Painting Classification. 1287-1296 - Jianhao Wang, Mohammad Khishe
Binary Chimp Optimization Algorithm (BChOA): a New Binary Meta-heuristic for Solving Optimization Problems. 1297-1316 - Soujanya Poria
Recognizing Emotion Cause in Conversations. 1317-1332 - Lu Zhang, Fengling Jiang, Bin Kong, Jing Yang
Real-Time Lane Detection by Using Biologically Inspired Attention Mechanism to Learn Contextual Information. 1333-1344 - Li Li, Chunliang Ji, Jun Wang:
A Novel Multi-attribute Group Decision-Making Method Based on q-Rung Dual Hesitant Fuzzy Information and Extended Power Average Operators. 1345-1362 - Peter Washington
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels. 1363-1373 - Enric Sesa-Nogueras, Marcos Faúndez-Zanuy
The Effect of Fatigue on the Performance of Online Writer Recognition. 1374-1388 - Feng Duan, Hao Jia
Decoding Premovement Patterns with Task-Related Component Analysis. 1389-1405 - Marcos Faúndez-Zanuy
Online Handwriting, Signature and Touch Dynamics: Tasks and Potential Applications in the Field of Security and Health. 1406-1421
Volume 13, Number 6, November 2021
- Ashok Kumar J, Tina Esther Trueman
A Convolutional Stacked Bidirectional LSTM with a Multiplicative Attention Mechanism for Aspect Category and Sentiment Detection. 1423-1432 - Kanika Jindal, Rajni Aron:
A Novel Visual-Textual Sentiment Analysis Framework for Social Media Data. 1433-1450 - Gunjan Chugh, Shailender Kumar
Survey on Machine Learning and Deep Learning Applications in Breast Cancer Diagnosis. 1451-1470 - Bhawna Goyal
An Efficient Medical Assistive Diagnostic Algorithm for Visualisation of Structural and Tissue Details in CT and MRI Fusion. 1471-1483 - Natasha Padfield, Jinchang Ren
Multi-segment Majority Voting Decision Fusion for MI EEG Brain-Computer Interfacing. 1484-1495 - Xinli You
Consensus Building in Multi-criteria Group Decision-Making with Single-Valued Neutrosophic Sets. 1496-1514 - Zhifu Tao, Ligang Zhou, Jinpei Liu, Huayou Chen
Idempotent Computing Rules and Novel Comparative Laws for Hesitant Fuzzy Cognitive Information and Their Application to Multiattribute Decision Making. 1515-1529 - Xianyong Zhang
Classification-level and Class-level Complement Information Measures Based on Neighborhood Decision Systems. 1530-1555 - Chuanliang Cheng, Chen Peng, Deliang Zeng, Yusen Gang, Hanyu Mi:
An Improved Neuro-fuzzy Generalized Predictive Control of Ultra-supercritical Power Plant. 1556-1563 - Qin Zhang, Guoqiang Zhong, Junyu Dong:
A Graph-based Semi-supervised Multi-label Learning Method Based on Label Correlation Consistency. 1564-1573 - Jujie Wang, Liu Feng, Yang Li, Junjie He
Deep Nonlinear Ensemble Framework for Stock Index Forecasting and Uncertainty Analysis. 1574-1592 - Siyuan Wu
Multiple Reliable Structured Patches for Object Tracking. 1593-1602 - Kai Yao
Scaffold-A549: A Benchmark 3D Fluorescence Image Dataset for Unsupervised Nuclei Segmentation. 1603-1608 - Xiaowei Qin, Xiaoxia Han
Density Peaks Clustering Based on Jaccard Similarity and Label Propagation. 1609-1626
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