Cognitive Computation

A Levitated Controlled Attention for Named Entity Recognition

• Research

Rong Huang, Yanping Chen, Ruizhang Huang

Cognitive-Inspired Spectral Spatiotemporal Analysis for Emotion Recognition Utilizing Electroencephalography Signals

Atefeh Goshvarpour, Ateke Goshvarpour

A Graph Neural Network with Spatial Attention for Emotion Analysis

Tian Chen, Lubao Li, Xiaohui Yuan

A Survey of Artificial Neural Network Computing Systems

• Review

Fotis Foukalas

Density Estimation-Based Stein Variational Gradient Descent

• Research

Jeongho Kim, Byungjoon Lee, Chohong Min, Jaewoo Park, Keunkwan Ryu

A Novel Multi-head Attention and Long Short-Term Network for Enhanced Inpainting of Occluded Handwriting

• Correspondence

Besma Rabhi, Abdelkarim Elbaati, Yahia Hamdi, Habib Dhahri, Umapada Pal, Habib Chabchoub, Khmaies Ouahada, Adel M. Alimi

Combining Interpretable Embedded Multicriteria Feature Cross-Selection Engineering and Machine Learning to Mimic the Brain for Stock Trading Signal Prediction

• Research

Jujie Wang, Ying Dong

HC3: A Three-Way Clustering Method Based on Hierarchical Clustering

• Research

Wenrui Guan, Pingxin Wang, Wengang Jiang, Ying Zhang

A Novel Multi-Type Image Coding Method Acting on Supervised Hierarchical Deep Spiking Convolutional Neural Networks for Image Classification

Fang Liu, Jialin Xu, Jie Yang, Wei Wu

Event Classification on Subsea Pipeline Inspection Data Using an Ensemble of Deep Learning Classifiers

• Open Access
• Research

Truong Dang, Tien Thanh Nguyen, Alan Wee-Chung Liew, Eyad Elyan

A Fixed-Time Control Algorithm for Multiagent Systems with Input Delay via Event-Triggered Strategy

• Research

Guijiang Liu, Xin Wang, Weiwei Guang, Hongyu Chen

DisTrack: A New Tool For Semi-automatic Misinformation Tracking in Online Social Networks

• Research

Guillermo Villar-Rodríguez, Álvaro Huertas-García, Alejandro Martín, Javier Huertas-Tato, David Camacho

Computer-Aided Diagnosis of Graphomotor Difficulties Utilizing Direction-Based Fractional Order Derivatives

• Open Access
• Research

Michal Gavenciak, Jan Mucha, Jiri Mekyska, Zoltan Galaz, Katarina Zvoncakova, Marcos Faundez-Zanuy

CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images

• Research

Akella S. Narasimha Raju, Kayalvizhi Jayavel, Thulasi Rajalakshmi, M. Rajababu

DmrNet: Dual-stream Mutual Information Contraction and Re-discrimination Network for Semi-supervised Temporal Action Detection

• Research

Qiming Zhang, Zhengping Hu, Yulu Wang, Shuai Bi, Hehao Zhang, Jirui Di

A Hybrid Semantics and Syntax-Based Graph Convolutional Network for Aspect-Level Sentiment Classification

• Research

Chen Huang, Xianyong Li, Yajun Du, Zhicheng Dong, Dong Huang, Deepak Kumar Jain, Amir Hussain

Robust Synchronization of Stochastic Markovian Jumping CVNs with Randomly Occurring Nonlinearities and Generally Uncertain Transition Rates

• Research

Qiang Li, Hanqing Wei, Dingli Hua, Jinling Wang, Yuanshi Zheng

Artificial Intelligence Inspired Task Offloading and Resource Orchestration in Intelligent Transportation Systems

• Research

Oshin Rawlley, Shashank Gupta, Jyotsana Chandrakar, Manisha K. Johnson, Chahat Kalra

eXplainable AI for Word Embeddings: A Survey

• Review

Roberto Boselli, Simone D’Amico, Navid Nobani

Extensions and Detailed Analysis of Synergy Between Traditional Classification and Classification Based on Negative Features in Deep Convolutional Neural Networks

• Open Access
• Research

Miloš Racković, Jovana Vidaković, Nemanja Milošević

NeuroInteract: An Innovative Deep Learning Strategy for Effective Drug Repositioning in Schizophrenia Therapy

• Research

Sherine Glory J., Durgadevi P., Ezhumalai P.

Dynamic Neighborhood Selection for Context Aware Temporal Evolution Using Graph Neural Networks

• Research

Muhammad Ali Zeb, M. Irfan Uddin, Ala Abdulsalam Alarood, Muhammad Shafiq, Safa Habibullah, Abdulkream A. Alsulami

Fine-Tuned BERT Algorithm-Based Automatic Query Expansion for Enhancing Document Retrieval System

• Research

Deepak Vishwakarma, Suresh Kumar

A Novel Interpretable Graph Convolutional Neural Network for Multimodal Brain Tumor Segmentation

• Research

Imran Arshad Choudhry, Saeed Iqbal, Musaed Alhussein, Khursheed Aurangzeb, Adnan N. Qureshi, Amir Hussain

An Adaptive Decision-Making System for Behavior Analysis Among Young Adults

• Research

Subramaniam Pragathi, Samayan Narayanamoorthy, Dragan Pamucar, Daekook Kang

Enhanced Self-Attention-Based Rapid CNN for Detecting Dense Objects in Varying Illumination

• Research

Lu Chen, Li Yang, Tan Jie, Ma Haoyuan, Liu Yu, Fu Shenbing, Junkang Wang, Hao Wu, Gun Li

Evolutionary Multitasking with Adaptive Tradeoff Selection Strategy

• Research

Wei Li, Yinhui Zhou, Lei Wang

Fuzzy Soft Topological Numbers with an Operation of Vertex Deletion: A Comparative Study with TOPSIS Method and Its Application in Car Import Decision-making

• Research

Shabana Anwar, Muhammad Kamran Jamil, Muhammad Azeem, Muhammet Deveci, Jurgita Antucheviciene

On the Integration of Large-Scale Time Series Distance Matrices Into Deep Visual Analytic Tools

• Research

Inmaculada Santamaria-Valenzuela, Victor Rodriguez-Fernandez, David Camacho

Disturbance Observer-Based Control: Weighted Aggregated Aczel-Alsina Sum Product Assessment Based on Power Operators for Managing Fuzzy 2-Tuple Linguistic Neural Networks

• Research

Zeeshan Ali, Kostaq Hila

Multi-view Hierarchical Graph Neural Network for Argumentation Mining

• Research

Yang Sun, Jianzhu Bao, Geng Tu, Bin Liang, Min Yang, Ruifeng Xu

Adaptive Unsupervised Graph Convolution Network for Data Clustering with Graph Reconstruction

• Correspondence

M. Al Jreidy, J. Constantin, F. Dornaika, D. Hamad

Neural Adaptive Dynamic Event-Triggered Containment Control for Uncertain Multi-Agent Systems Under Markovian Switching Dynamics

• Research

Jiayi Cai, Wenjun Wu, Chengbo Yi, Yanxian Chen

Convolutional Cross-Modal Autoencoder-Based Few-Shot Learning for Data Augmentation with Application to Alzheimer Dementia Diagnosis

• Research

Othmane Bazine, Omar Rai, Oussama Aiadi, Rachid Hedjam, Belal Khaldi, Guoqiang Zhong

A Comparative Analysis of Metaphorical Cognition in ChatGPT and Human Minds

• Research

Rui Mao, Guanyi Chen, Xiao Li, Mengshi Ge, Erik Cambria

A Novel Depth-Connected Region-Based Convolutional Neural Network for Small Defect Detection in Additive Manufacturing

• Open Access
• Research

Yiming Wang, Zidong Wang, Weibo Liu, Nianyin Zeng, Stanislao Lauria, Camilo Prieto, Fredrik Sikström, Hui Yu, Xiaohui Liu

Interval-Valued Intuitionistic Fuzzy Yager Power Operators and Possibility Degree-Based Group Decision-Making Model

• Open Access
• Methodology

Pratibha Rani, Arunodaya Raj Mishra, Muhammet Deveci, Adel Fahad Alrasheedi, Ahmad M. Alshamrani, Witold Pedrycz

Unified Multi-view Data Clustering: Simultaneous Learning of Consensus Coefficient Matrix and Similarity Graph

• Correspondence

F. Dornaika, S. El Hajjar, J. Charafeddine, N. Barrena

Short-Term Power Load Forecasting in City Based on ISSA-BiTCN-LSTM

• Research

Chaodong Fan, Gongrong Li, Leyi Xiao, Lingzhi Yi, Shanghao Nie

BrainEnsemble: A Brain-Inspired Effective Ensemble Pruning Algorithm for Pattern Classification

• Research

Danyang Li, Shisong Huang, Guihua Wen, Zhuhong Zhang

I2V-CMGAN: Generative Adversarial Cross-Modal Network-Based Image-to-Video Person Re-identification

• Research

Aditya Joshi, Manoj Diwakar

A Non-invasive Approach for Early Alzheimer’s Detection Through Spontaneous Speech Analysis Using Deep Visibility Graphs

• Research

Zeynab Mohammadpoory, Mahda Nasrolahzadeh, Sekineh Asadi Amiri, Javad Haddadnia

Exploiting Deep Contrast Feature for Image Retrieval

• Research

Zhou Lu, Guang-Hai Liu, Zuoyong Li, Lu Yang

Context-Aware Prediction with Secure and Lightweight Cognitive Decision Model in Smart Cities

• Open Access
• Research

Fatima Al-Quayed, Mamoona Humayun, Thanaa S. Alnusairi, Inam Ullah, Ali Kashif Bashir, Tariq Hussain

Functional Connectivity Imbalance Between Positive and Negative Networks in Mild Cognitive Impairment via Feature Selection

• Correspondence

Haifeng Wu, Changlin Pu

Development of a Decision Support System for Performance Measurement of Social Movements

• Research

Galip Cihan Yalçın, Karahan Kara, Gülcan Işık, Vladimir Simic, Dragan Pamucar

An Asymmetric Semantic Segmentation Model via Lightweight Attention-Guided Feature Enhancement and Fusion

• Research

Qingsong Tang, Minghui Zhao, Yalei Ren, Xiaomeng Shi, Wuming Jiang

Dynamic Behavior of Three-Layer Fractional-Order Neural Networks with Multiple Delays

Xinyu Li, Zunshui Cheng, Youming Xin, Yun Shang

Attribute Reduction in a Hybrid Decision Information System Based on Fuzzy Conditional Information Entropy Using Iterative Model and Matrix Operation

• Review

Xiaoqin Ma, Yichun Peng, Wenchang Yu, Yi Xu, Qinli Zhang, Zhaowen Li

A Novel Hyperparameter Optimization Approach for Supervised Classification: Phase Prediction of Multi-Principal Element Alloys

• Open Access
• Research

Syed Hassan Fatimi, Zidong Wang, Isaac T. H. Chang, Weibo Liu, Xiaohui Liu

Learning to Calibrate Prototypes for Few-Shot Image Classification

Chenchen Liang, Chenyi Jiang, Shidong Wang, Haofeng Zhang

Augmenting Cardiovascular Disease Prediction Through CWCF Integration Leveraging Harris Hawks Search in Deep Belief Networks

• Research

S. Savitha, A. Rajiv Kannan, K. Logeswaran

Engaging Preference Optimization Alignment in Large Language Model for Continual Radiology Report Generation: A Hybrid Approach

• Correspondence

Amaan Izhar, Norisma Idris, Nurul Japar

HLAE: Hierarchical Local Attention Encoder for MRI Brain Tumor Image Classification

• Research

Changxu Dong, Dengdi Sun, Bin Luo

An Adaptive Neural Network Algorithm with Quasi Opposition-Based Learning for Numerical Optimization Problems

Tanmay Kundu, Harish Garg

Tweet Credibility Ranker: A Credibility Features’ Fusion Model

Khubaib Ahmed Qureshi, Rauf Ahmed Shams Malick

A Weakly Supervised Data Labeling Framework for Machine Lexical Normalization in Vietnamese Social Media

• Research

Dung Ha Nguyen, Anh Thi Hoang Nguyen, Kiet Van Nguyen

Innovative Deep Learning Framework for Accurate Plant Disease Detection and Crop Productivity Enhancement

• Research

Mohan M., S. Anandamurugan

Application of Metaheuristic Algorithms with Supervised Machine Learning for Accurate Power Consumption Prediction

• Research

Mengxia Wang, Chaoyang Zhu, Yunxiang Zhang, Jinxin Deng, Yiwei Cai, Wei Wei, Mengxing Guo

Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework

• Review

Sorayya Rezayi, Leila Shahmoradi, Mehdi Tehrani-Doost

Exploring Influence of Different Emotions on Decision-Making by Analyzing the Temporal, Spatial, and Spectral Domains of EEG

Xinyuan Wang, Danli Wang, Yanyan Zhao

Verifying Technical Indicator Effectiveness in Cryptocurrency Price Forecasting: a Deep-Learning Time Series Model Based on Sparrow Search Algorithm

• Research

Ching-Hsue Cheng, Jun-He Yang, Jia-Pei Dai

Unleashing the Power of Generative AI in Agriculture 4.0 for Smart and Sustainable Farming

• Review

Siva Sai, Sanjeev Kumar, Aanchal Gaur, Shivam Goyal, Vinay Chamola, Amir Hussain

Optimizing Social Issues Strategies by Using Bipolar Complex Fuzzy Muirhead Mean Decision-Making Approach

Ubaid ur Rehman, Tahir Mahmood, Gustavo Santos García

Discovering the Cognitive Bias of Toxic Language Through Metaphorical Concept Mappings

• Research

Mengshi Ge, Rui Mao, Erik Cambria

A Novel Multi-attribute Group Decision-Making Method Under Linguistic q-Rung Orthopair Fuzzy Environment Based on Archimedean Copula and Extended Power Average Operator

Fangcheng Tang, Yushu Zhang, Jun Wang