Cognitive Computation

Towards Long-Term Remembering in Federated Continual Learning

• Correspondence

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

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

• Correspondence

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

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

• Research

Mengke Liu, Wenbing Zhang, Guanglei Wu

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

• Open Access

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

Image Retrieval Using Multilayer Feature Aggregation Histogram

• Research

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

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

• Review

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

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

• Research

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

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

• Correspondence

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

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

• Research

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

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

• Open Access
• Research

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

Granular Syntax Processing with Multi-Task and Curriculum Learning

• Research

Xulang Zhang, Rui Mao, Erik Cambria

Evaluative Item-Contrastive Explanations in Rankings

• Open Access
• Research

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

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

• Open Access
• Research

Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini

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

• Open Access
• Review

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

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

• Correspondence

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

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

• Correspondence

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

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

• Research

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

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

• Correspondence

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

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

• Research

Yandan Zheng, Luu Anh Tuan

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

• Open Access
• Research

Yonglong Jiang, Jiahe Zhu, Liangliang Li, Hongbing Ma

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

• Research

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

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

• Review

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

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

• Research

Krishna Raj S R, Srinivasa Chakravarthy V, Anindita Sahoo

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

• Research

Yuetong Chen, Mingrui Zhou, Fengming Liu

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

• Research

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

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

• Research

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

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

• Open Access
• Research

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

Barrier Function to Skin Elasticity in Talking Head

• Open Access
• Research

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

Prompt Learning for Multimodal Intent Recognition with Modal Alignment Perception

• Research

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

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

• Research

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

PDD: Pruning Neural Networks During Knowledge Distillation

• Research

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

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

• Research

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

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

• Research

Peijin Xie, Bingquan Liu

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

• Research

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

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

• Open Access
• Review

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