Cognitive Computation

• Correspondence

Towards Long-Term Remembering in Federated Continual Learning

Ziqin Zhao, Fan Lyu, Linyan Li, Fuyuan Hu, Minming Gu, Li Sun

• Correspondence

Internet of Things for Emotion Care: Advances, Applications, and Challenges

Xu Xu, Chong Fu, David Camacho, Jong Hyuk Park, Junxin Chen

• Research

Prescribed-Time Sampled-Data Control for the Bipartite Consensus of Linear Multi-Agent Systems in Singed Networks

Mengke Liu, Wenbing Zhang, Guanglei Wu

• Open Access

Shift-Reduce Task-Oriented Semantic Parsing with Stack-Transformers

Daniel Fernández-González

Scrutinizing Label: Contrastive Learning on Label Semantics and Enriched Representation for Relation Extraction

Zhenyu Zhou, Qinghua Zhang, Fan Zhao

Enhanced Dynamic Key-Value Memory Networks for Personalized Student Modeling and Learning Ability Classification

Huanhuan Zhang, Lei Wang, Yuxian Qu, Wei Li, Qiaoyong Jiang

• Research

Image Retrieval Using Multilayer Feature Aggregation Histogram

Fen Lu, Guang-Hai Liu, Xiao-Zhi Gao

A Novel Multimodal Generative Learning Model based on Basic Fuzzy Concepts

Huankun Sheng, Hongwei Mo, Tengteng Zhang

• Review

Pruning Deep Neural Networks for Green Energy-Efficient Models: A Survey

Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mandar Gogate, Tughrul Arslan, Amir Hussain, Mounir Ben Ayed

• Research

Multi-Modal Generative DeepFake Detection via Visual-Language Pretraining with Gate Fusion for Cognitive Computation

Guisheng Zhang, Mingliang Gao, Qilei Li, Wenzhe Zhai, Gwanggil Jeon

• Correspondence

Cognitive Intelligent Decisions for Big Data and Cloud Computing in Industrial Applications using Trifold Algorithms

Shitharth Selvarajan, Hariprasath Manoharan, Rakan A. Alsowail, Achyut Shankar, Saravanan Pandiaraj, Carsten Maple, Wattana Viriyasitavat

• Research

Unmasking GAN-Generated Faces with Optimal Deep Learning and Cognitive Computing-Based Cutting-Edge Detection System

Rana Alabdan, Jamal Alsamri, Siwar Ben Haj Hassine, Faiz Abdullah Alotaibi, Saud S. Alotaibi, Ayman Yafoz, Mrim M. Alnfiai, Mesfer Al Duhayyim

• Open Access
• Research

Explainable Histopathology Image Classification with Self-organizing Maps: A Granular Computing Perspective

Domenico Amato, Salvatore Calderaro, Giosué Lo Bosco, Riccardo Rizzo, Filippo Vella

• Research

Granular Syntax Processing with Multi-Task and Curriculum Learning

Xulang Zhang, Rui Mao, Erik Cambria

• Open Access
• Research

Evaluative Item-Contrastive Explanations in Rankings

Alessandro Castelnovo, Riccardo Crupi, Nicolò Mombelli, Gabriele Nanino, Daniele Regoli

• Open Access
• Research

Federated Learning of XAI Models in Healthcare: A Case Study on Parkinson’s Disease

Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini

• Open Access
• Review

Explainable AI for Text Classification: Lessons from a Comprehensive Evaluation of Post Hoc Methods

Mirko Cesarini, Lorenzo Malandri, Filippo Pallucchini, Andrea Seveso, Frank Xing

• Correspondence

Fermatean Fuzzy Dombi Generalized Maclaurin Symmetric Mean Operators for Prioritizing Bulk Material Handling Technologies

Abhijit Saha, Svetlana Dabic-Miletic, Tapan Senapati, Vladimir Simic, Dragan Pamucar, Ali Ala, Leena Arya

• Correspondence

Decision-Analytics-Based Risk Allocation in the Micromobility Sector: Sugeno-Weber Operators and Picture Fuzzy Distance Methodology

Adel Fahad Alrasheedi, Arunodaya Raj Mishra, Ahmad M. Alshamrani, Pratibha Rani, Dragan Pamucar

Cognitive Analysis of Medical Decision-Making: An Extended MULTIMOORA-Based Multigranulation Probabilistic Model with Evidential Reasoning

Wenhui Bai, Chao Zhang, Yanhui Zhai, Arun Kumar Sangaiah, Baoli Wang, Wentao Li

• Research

Analyzing Emotional Trends from X Platform Using SenticNet: A Comparative Analysis with Cryptocurrency Price

Moein Shahiki Tash, Zahra Ahani, Mohim Tash, Olga Kolesnikova, Grigori Sidorov

• Correspondence

Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network

Raveendra Pilli, Tripti Goel, R. Murugan, M. Tanveer

Cognitively Inspired Three-Way Decision Making and Bi-Level Evolutionary Optimization for Mobile Cybersecurity Threats Detection: A Case Study on Android Malware

Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said

• Research

Incorporating Template-Based Contrastive Learning into Cognitively Inspired, Low-Resource Relation Extraction

Yandan Zheng, Luu Anh Tuan

• Open Access
• Research

A Joint Network for Low-Light Image Enhancement Based on Retinex

Yonglong Jiang, Jiahe Zhu, Liangliang Li, Hongbing Ma

• Research

A Novel Cognitive Rough Approach for Severity Analysis of Autistic Children Using Spherical Fuzzy Bipolar Soft Sets

Ghous Ali, Nimra Lateef, Muhammad Usman Zia, Tehseen Abbas

• Review

A Comprehensive Survey on Generative AI for Metaverse: Enabling Immersive Experience

Vinay Chamola, Siva Sai, Animesh Bhargava, Ashis Sahu, Wenchao Jiang, Zehui Xiong, Dusit Niyato, Amir Hussain

Guest Editorial: Cognitive Analysis for Humans and AI

Rui Mao, Qian Liu, Xiao Li, Erik Cambria, Amir Hussain

• Research

From Pixels to Prepositions: Linking Visual Perception with Spatial Prepositions Far and Near

Krishna Raj S R, Srinivasa Chakravarthy V, Anindita Sahoo

• Research

A Consensus Model with Non-Cooperative Behavior Adaptive Management Based on Cognitive Psychological State Computation in Large-Scale Group Decision

Yuetong Chen, Mingrui Zhou, Fengming Liu

• Research

Diagnostic Potential of Eye Movements in Alzheimer’s Disease via a Multiclass Machine Learning Model

Jiaqi Song, Haodong Huang, Jiarui Liu, Jiani Wu, Yingxi Chen, Lisong Wang, Fuxin Zhong, Xiaoqin Wang, Zihan Lin, Mengyu Yan, Wenbo Zhang, Xintong Liu, Xinyi Tang, Yang Lü, Weihua Yu

• Research

Cognitive Tracing Data Trails: Auditing Data Provenance in Discriminative Language Models Using Accumulated Discrepancy Score

Zhirui Zeng, Jialing He, Tao Xiang, Ning Wang, Biwen Chen, Shangwei Guo

• Open Access
• Research

Disentangling User Cognitive Intent with Causal Reasoning for Knowledge-Enhanced Recommendation

Hongcai xu, Junpeng Bao, Qika Lin, Lifang Hou, Feng Chen

• Open Access
• Research

Barrier Function to Skin Elasticity in Talking Head

Iti Chaturvedi, Vlad Pandelea, Erik Cambria, Roy Welsch, Bithin Datta

• Research

Prompt Learning for Multimodal Intent Recognition with Modal Alignment Perception

Yuzhao Chen, Wenhua Zhu, Weilun Yu, Hongfei Xue, Hao Fu, Jiali Lin, Dazhi Jiang

• Research

PrimeNet: A Framework for Commonsense Knowledge Representation and Reasoning Based on Conceptual Primitives

Qian Liu, Sooji Han, Erik Cambria, Yang Li, Kenneth Kwok

• Research

PDD: Pruning Neural Networks During Knowledge Distillation

Xi Dan, Wenjie Yang, Fuyan Zhang, Yihang Zhou, Zhuojun Yu, Zhen Qiu, Boyuan Zhao, Zeyu Dong, Libo Huang, Chuanguang Yang

• Research

Enhancing Pre-trained Deep Learning Model with Self-Adaptive Reflection

Xinzhi Wang, Mengyue Li, Hang Yu, Chenyang Wang, Vijayan Sugumaran, Hui Zhang

• Research

Probing Fundamental Visual Comprehend Capabilities on Vision Language Models via Visual Phrases from Structural Data

Peijin Xie, Bingquan Liu

• Research

Multi-View Cooperative Learning with Invariant Rationale for Document-Level Relation Extraction

Rui Lin, Jing Fan, Yinglong He, Yehui Yang, Jia Li, Cunhan Guo

• Open Access
• Review

Cognitive-Inspired Deep Learning Models for Aspect-Based Sentiment Analysis: A Retrospective Overview and Bibliometric Analysis

Xieling Chen, Haoran Xie, S. Joe Qin, Yaping Chai, Xiaohui Tao, Fu Lee Wang