Cognitive Computation

Granular Computing and Three-way Decisions for Cognitive Analytics

JingTao Yao, Yiyu Yao, Davide Ciucci, Kaizhu Huang

A Multi-Granularity Information-Based Method for Learning High-Dimensional Bayesian Network Structures

Chaofan He, Hong Yu, Songen Gu, Wei Zhang

Attribute Reduction Algorithms Determined by Invariants for Decision Tables

Guilong Liu

Multi-granular Intuitionistic Fuzzy Three-Way Decision Model Based on the Risk Preference Outranking Relation

Xian-wei Xin, Ji-hua Song, Zhan-ao Xue, Jing-bo Sun, Wei-ming Peng

Optimal Granule Combination Selection Based on Multi-Granularity Triadic Concept Analysis

Qing Wan, Jinhai Li, Ling Wei

Three-Way Decision Models Based on Multi-granulation Rough Intuitionistic Hesitant Fuzzy Sets

Zhanao Xue, Bingxin Sun, Haodong Hou, Wenli Pang, Yanna Zhang

Tri-Partition State Alphabet-Based Sequential Pattern for Multivariate Time Series

Zhi-Heng Zhang, Fan Min, Gong-Suo Chen, Shao-Peng Shen, Zuo-Cheng Wen, Xiang-Bing Zhou

3-Way Concept Analysis Based on 3-Valued Formal Contexts

Jianjun Qi, Ling Wei, Ruisi Ren

3W-AlignNet: a Feature Alignment Framework for Person Search with Three-Way Decision Theory

Yuting Yang, Duoqian Miao, Hongyun Zhang

A Multi-Criteria Three-Way Decision Making Method in a Picture Fuzzy Probabilistic Decision System

Ruirui Zhao, Lina Ma, Shenggang Li, Minxia Luo

A Novel Functional Network Based on Three-way Decision for Link Prediction in Signed Social Networks

Qun Liu, Ying Chen, Gangqiang Zhang, Guoyin Wang

Constructing Robust Fuzzy Rough Set Models Based on Three-way Decisions

Jilin Yang, Xianyong Zhang, Keyun Qin

Improving Incremental Nonnegative Matrix Factorization Method for Recommendations Based on Three-Way Decision Making

Xiaoxia Zhang, Lu Chen, Ye Wang, Guoyin Wang

Isomorphic Relationship Between -three-way Concept Lattices

Xuerong Zhao, Duoqian Miao

Three-way Bayesian Confirmation in Classifications

Mengjun Hu

Three-way Conflict Analysis: Alliance, Conflict, and Neutrality Reducts of Three-valued Situation Tables

Guangming Lang

Three-Way Decision Making Based on Data Envelopment Analysis with Interval Data

Qinxia Chen, Dun Liu, Lu Zhang

Three-Way Image Classification with Evidential Deep Convolutional Neural Networks

Xiaodong Yue, Yufei Chen, Bin Yuan, Ying Lv

Cognitive Computing and Rule Extraction in Generalized One-sided Formal Contexts

Zhiyong Hu, Mingwen Shao, Huan Liu, Jvsheng Mi

Granule Description of Incomplete Data: A Cognitive Viewpoint

Huilai Zhi, Jinhai Li

• Open Access

Mining Knowledge of Respiratory Rate Quantification and Abnormal Pattern Prediction

Piotr Szczuko, Adam Kurowski, Piotr Odya, Andrzej Czyżewski, Bożena Kostek, Beata Graff, Krzysztof Narkiewicz

Multimodal Emotion Distribution Learning

Xiuyi Jia, Xiaoxia Shen

Three-way Decision Models of Cognitive Computing in Pythagorean Fuzzy Environments

Shao-Pu Zhang, Pin Sun, Ju-Sheng Mi, Tao Feng

Cognitive Computing in Mental Healthcare: a Review of Methods and Technologies for Detection of Mental Disorders

Jaiteg Singh, Mir Aamir Hamid

• Open Access

Personalized Spiking Neural Network Models of Clinical and Environmental Factors to Predict Stroke

Maryam Doborjeh, Zohreh Doborjeh, Alexander Merkin, Rita Krishnamurthi, Reza Enayatollahi, Valery Feigin, Nikola Kasabov

A Deep Cognitive Venetian Blinds System for Automatic Estimation of Slat Orientation

Cosimo Ieracitano, Francesco Nicoletti, Natale Arcuri, Giuseppe Ruggeri, Mario Versaci, Francesco Carlo Morabito, Nadia Mammone

Improving Zero-Shot Learning Baselines with Commonsense Knowledge

Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria

• Open Access

Deep Transfer Learning on the Aggregated Dataset for Face Presentation Attack Detection

Faseela Abdullakutty, Eyad Elyan, Pamela Johnston, Adamu Ali-Gombe

Modeling Tweet Dependencies with Graph Convolutional Networks for Sentiment Analysis

Abdalsamad Keramatfar, Hossein Amirkhani, Amir Jalaly Bidgoly

Adaptable Global Network for Whole-Brain Segmentation with Symmetry Consistency Loss

Yuan-Xing Zhao, Yan-Ming Zhang, Ming Song, Cheng-Lin Liu

An Approach to Emotion Recognition Using Brain Rhythm Sequencing and Asymmetric Features

Jia Wen Li, Rong Jun Chen, Shovan Barma, Fei Chen, Sio Hang Pun, Peng Un Mak, Lei Jun Wang, Xian Xian Zeng, Jin Chang Ren, Hui Min Zhao

Feature Selection Based on Modified Bio-inspired Atomic Orbital Search Using Arithmetic Optimization and Opposite-Based Learning

Mohamed Abd Elaziz, Salima Ouadfel, Ahmed A. Abd El-Latif, Rehab Ali Ibrahim

Atten-GAN: Pedestrian Trajectory Prediction with GAN Based on Attention Mechanism

Fang Fang, Pengpeng Zhang, Bo Zhou, Kun Qian, Yahui Gan

Music-CRN: an Efficient Content-Based Music Classification and Recommendation Network

Yuxu Mao, Guoqiang Zhong, Haizhen Wang, Kaizhu Huang