Cognitive Computation

Article	Citations
Causal Asymmetry Analysis in the View of Concept-Cognitive Learning by Incremental Concept Tree	661
Words, Tweets, and Reviews: Leveraging Affective Knowledge Between Multiple Domains	217
Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks	85
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks	84
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	74
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	74
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	74
From RNNs to Transformers and Beyond: a Deep Dive into Intent Detection in Goal-oriented Conversational Agents	67
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	67
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	61
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	60
Deep Learning Approach for Early Detection of Alzheimer’s Disease	58
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	57
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	55
A Novel Multi-attribute Group Decision-Making Method Based on q-Rung Dual Hesitant Fuzzy Information and Extended Power Average Operators	55
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	53
Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	52
Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	50
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	47
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	46
PS-Net: Progressive Selection Network for Salient Object Detection	45
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	45
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	43
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	41
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	39

Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	34
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	33
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels	33
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	33
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	31
Visual-LiDAR SLAM Based on Unsupervised Multi-channel Deep Neural Networks	30
Three-way Decision Approach Based on Utility and Dynamic Localization Transformational Procedures within a Circular q-Rung Orthopair Fuzzy Set for Ranking and Grading Large Language Models	30
Personalized Spiking Neural Network Models of Clinical and Environmental Factors to Predict Stroke	29
A Benchmark Dual-Modality Dental Imaging Dataset and a Novel Cognitively Inspired Pipeline for High-Resolution Dental Point Cloud Synthesis	29
Robust Dynamic Semi-supervised Picture Fuzzy Clustering with KL Divergence and Local Information	27
Action Plan Diversity in Children During Control Exploration: Link Between Action and Sense of Agency	26
Synchronization of Hypercomplex Neural Networks with Mixed Time-Varying Delays	26
A Cognitive Uncertainty Calculation Method Based on Probabilistic Linguistic Term Set and Applications in Geopolitical Risk Assessment	26
Re-Thinking the Organization of Cortico-Basal Ganglia-Thalamo-Cortical Loops	26
Generative AI and Deepfake Detection in Biometric Systems	25
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings	25
Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus	24
Learning Sentiment-Enhanced Word Representations by Fusing External Hybrid Sentiment Knowledge	24
Enhancing Pre-trained Deep Learning Model with Self-Adaptive Reflection	24
Synergy of Human-Centered AI and Cyber-Physical-Social Systems for Enhanced Cognitive Situation Awareness: Applications, Challenges and Opportunities	23
Intelligent Robotic Path Planning Based on SPIDI-Lion Optimization Algorithm Using Deep Spectral LSTM-Gated Convolution Neural Network	23
Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network	22
WatMIF: Multimodal Medical Image Fusion-Based Watermarking for Telehealth Applications	22
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications	21
Toward a Brain-Inspired Theory of Artificial Learning	21
MCCFNet: Multi-channel Color Fusion Network For Cognitive Classification of Traditional Chinese Paintings	21
Non-linear Feature Selection Based on Convolution Neural Networks with Sparse Regularization	20
Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment	20
Harnessing Cognitively Inspired Predictive Models to Improve Investment Decision-Making	20
From Pixels to Prepositions: Linking Visual Perception with Spatial Prepositions Far and Near	19
A Hybrid Semantics and Syntax-Based Graph Convolutional Network for Aspect-Level Sentiment Classification	19
Contrastive-Based Removal of Negative Information in Multimodal Emotion Analysis	18
Interval-Valued Intuitionistic Fuzzy Yager Power Operators and Possibility Degree-Based Group Decision-Making Model	18
1D Multi-Point Local Ternary Pattern: A Novel Feature Extraction Method for Analyzing Cognitive Engagement of students in Flipped Learning Pedagogy	18
Extensions and Detailed Analysis of Synergy Between Traditional Classification and Classification Based on Negative Features in Deep Convolutional Neural Networks	18
Consensus Building in Multi-criteria Group Decision-Making with Single-Valued Neutrosophic Sets	18
A Communication-Efficient Distributed Frank-Wolfe Online Algorithm with an Event-Triggered Mechanism	17
Atten-GAN: Pedestrian Trajectory Prediction with GAN Based on Attention Mechanism	17
Synaptic Facilitation: A Key Biological Mechanism for Resource Allocation in Computational Models of Working Memory	17
Efficient Deep Neural Networks for Classification of Alzheimer’s Disease and Mild Cognitive Impairment from Scalp EEG Recordings	17
A Developmental Approach for Training Deep Belief Networks	17
Extended Picture Fuzzy MULTIMOORA Method Based on Prospect Theory for Medical Institution Selection	17
eXplainable AI for Word Embeddings: A Survey	16
Unmasking GAN-Generated Faces with Optimal Deep Learning and Cognitive Computing-Based Cutting-Edge Detection System	16
Prescribed-Time Sampled-Data Control for the Bipartite Consensus of Linear Multi-Agent Systems in Singed Networks	16
Event Classification on Subsea Pipeline Inspection Data Using an Ensemble of Deep Learning Classifiers	16
Human Vision Attention Mechanism-Inspired Temporal-Spatial Feature Pyramid for Video Saliency Detection	16
Separable Reversible Data Hiding Based on Integer Mapping and MSB Prediction for Encrypted 3D Mesh Models	16
Video Summarization Using Knowledge Distillation-Based Attentive Network	16
Large Group Decision-Making Method Based on Social Network Analysis: Integrating Evaluation Information and Trust Relationships	16

Haptic Recognition of Texture Surfaces Using Semi-Supervised Feature Learning Based on Sparse Representation	15
SRFFNet: Self-refine, Fusion and Feedback for Salient Object Detection	15
New Approach to Crop Disease Classification and Data Security in Smart Agriculture Networks	15
Organization and Priming of Long-term Memory Representations with Two-phase Plasticity	15
Complex Cubic Fuzzy Einstein Averaging Aggregation Operators: Application to Decision-making Problems	15
Vision-Enabled Large Language and Deep Learning Models for Image-Based Emotion Recognition	15
Imbalanced Heart Sound Signal Classification Based on Two-Stage Trained DsaNet	15
Distance from Unimodality for the Assessment of Opinion Polarization	15
Optimizing Social Issues Strategies by Using Bipolar Complex Fuzzy Muirhead Mean Decision-Making Approach	15
The Improved Ordering-Based Search Method Incorporating with Ensemble Learning	14
Vector Symbolic Architectures for Context-Free Grammars	14
Multimodal Emotion Distribution Learning	14
Neural Mechanisms of the Maintenance and Manipulation of Gustatory Working Memory in Orbitofrontal Cortex	14
The Antagonistic Alterations of Cerebellar Functional Segregation and Integration in Athletes with Fast Demands of Visual-Motor Coordination	14
A Novel Multi-modality Deepfake Detection Using Cross-Model Fusion–Based Hybrid Harris Whale Depth-Wise Separable Dense Convolutional Bi-GRU Deepfake Model	14
A Novel Weighted Averaging Operator of Linguistic Interval-Valued Intuitionistic Fuzzy Numbers for Cognitively Inspired Decision-Making	14
A Non-invasive Approach for Early Alzheimer’s Detection Through Spontaneous Speech Analysis Using Deep Visibility Graphs	13
Multi-Modal Generative DeepFake Detection via Visual-Language Pretraining with Gate Fusion for Cognitive Computation	13
CIL-Net: Densely Connected Context Information Learning Network for Boosting Thyroid Nodule Segmentation Using Ultrasound Images	12
A Comparison of Deep Learning Techniques for Arterial Blood Pressure Prediction	12
The Spiking Rates Inspired Encoder and Decoder for Spiking Neural Networks: An Illustration of Hand Gesture Recognition	12
Category-Aware Siamese Learning Network for Few-Shot Segmentation	12
An Interpretable Neuro-symbolic Model for Raven’s Progressive Matrices Reasoning	12
Spiking Recurrent Neural Networks Represent Task-Relevant Neural Sequences in Rule-Dependent Computation	12
Stein Variational Gradient Descent with Multiple Kernels	12
Three-Way Decision Making Based on Data Envelopment Analysis with Interval Data	12
Classification-level and Class-level Complement Information Measures Based on Neighborhood Decision Systems	12
Inductive Multi-View Semi-supervised Learning with a Consensus Graph	12
A Novel Visual-Textual Sentiment Analysis Framework for Social Media Data	11
Decision-Making-Based Solar Panel Selection: Sugeno-Weber Operators and Fermatean Fuzzy Distance Measure with AROMAN Methodology	11
A Mixed Approach for Aggressive Political Discourse Analysis on Twitter	11
Convolutionary, Evolutionary, and Revolutionary: What’s Next for Brains, Bodies, and AI?	11
Application of Explainable Artificial Intelligence in Autism Spectrum Disorder Detection	11
Generative AI and Cognitive Computing-Driven Intrusion Detection System in Industrial CPS	11
Multi-resolution Twinned Residual Auto-Encoders (MR-TRAE)—A Novel DL Model for Image Multi-resolution	11
Aspect Based Sentiment Analysis Using Long-Short Term Memory and Weighted N-Gram Graph-Cut	11
A Novel Discrete Deep Learning–Based Cancer Classification Methodology	11
Investigating the Influence of Scene Video on EEG-Based Evaluation of Interior Sound in Passenger Cars	11
Dynamic Gesture Recognition Based on Deep 3D Natural Networks	11
Cognitively Inspired Group Decision-Making with Linguistic q-Rung Orthopair Fuzzy Preference Relations	11
Deep, Flexible Data Embedding with Graph-Based Feature Propagation for Semi-supervised Classification	10
Correction to: Clustering Ensemble Based on Sample’s Certainty	10
Multi-criteria Group Decision-Making Using Complex p, q-Quasirung Orthopair Fuzzy Sets: Application in the Selection of Renewable Energy Projects for Investments	10
Vehicle Re-Identification by Separating Representative Spatial Features	10
Reconstruction of 3D Images from Human Activity by a Compound Reconstruction Model	10
Testing an Explicit Method for Multi-compartment Neuron Model Simulation on a GPU	10
Learning to Calibrate Prototypes for Few-Shot Image Classification	10
Quasi-projective Synchronization Control of Delayed Stochastic Quaternion-Valued Fuzzy Cellular Neural Networks with Mismatched Parameters	10
Online Signature Watermarking in the Transform Domain	9
A Novel Hyperparameter Optimization Approach for Supervised Classification: Phase Prediction of Multi-Principal Element Alloys	9
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction	9
Motor Imagery Classification Based on Temporal-Spatial Domain Adaptation for Stroke Patients	9
An Enhanced Interactive and Multi-criteria Decision-Making (TODIM) Method with Probabilistic Dual Hesitant Fuzzy Sets for Risk Evaluation of Arctic Geopolitics	9
Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data	9
Centroid Coordinate Ranking of Pythagorean Fuzzy Numbers and its Application in Group Decision Making	9
A Novel Depth-Connected Region-Based Convolutional Neural Network for Small Defect Detection in Additive Manufacturing	9
A Multi-task Shared Cascade Learning for Aspect Sentiment Triplet Extraction Using BERT-MRC	9
HLAE: Hierarchical Local Attention Encoder for MRI Brain Tumor Image Classification	9
Bifurcation−Driven Tipping in A Novel Bicyclic Crossed Neural Network with Multiple Time Delays	9
Enhanced Self-Attention-Based Rapid CNN for Detecting Dense Objects in Varying Illumination	9
neurolib: A Simulation Framework for Whole-Brain Neural Mass Modeling	9
Cognitive Computing in Mental Healthcare: a Review of Methods and Technologies for Detection of Mental Disorders	9
Generative Adversarial Network-Assisted Framework for Power Management	9
Automatically Constructing a Fine-Grained Sentiment Lexicon for Sentiment Analysis	9
EEG Signal Classification Using a Novel Universum-Based Twin Parametric-Margin Support Vector Machine	9
A Novel Attention-Guided Generative Adversarial Network for Whisper-to-Normal Speech Conversion	9
An Adaptive Neural Network Algorithm with Quasi Opposition-Based Learning for Numerical Optimization Problems	9
VSCA: A Sentence Matching Model Incorporating Visual Perception	9
Snapture—a Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition	9
Optimization Based Deep Learning for COVID-19 Detection Using Respiratory Sound Signals	8
A Hebbian Model to Account for Musical Expertise Differences in a Working Memory Task	8
SAD-GAN: A Novel Secure Anomaly Detection Framework for Enhancing the Resilience of Cyber-Physical Systems	8
Deep Nonlinear Ensemble Framework for Stock Index Forecasting and Uncertainty Analysis	8
A Perceived Risk Index Leveraging Social Media Data: Assessing Severity of Fire on Microblogging	8
A Fuzzy Collaborative Intelligence Approach to Group Decision-Making: a Case Study of Post-COVID-19 Restaurant Transformation	8
Bifurcation Study for Fractional-Order Three-Layer Neural Networks Involving Four Time Delays	8
Adaptive Three-Way C-Means Clustering Based on the Cognition of Distance Stability	8
Particle Swarm Optimization-Based Extreme Learning Machine for COVID-19 Detection	8
TB-CXRNet: Tuberculosis and Drug-Resistant Tuberculosis Detection Technique Using Chest X-ray Images	8
Attention-Enabled Multi-layer Subword Joint Learning for Chinese Word Embedding	8

Tweet Credibility Ranker: A Credibility Features’ Fusion Model	8
Two-Stage Deep Ensemble Paradigm Based on Optimal Multi-scale Decomposition and Multi-factor Analysis for Stock Price Prediction	8
Identity, Gender, Age, and Emotion Recognition from Speaker Voice with Multi-task Deep Networks for Cognitive Robotics	8
A Biologically-Inspired Sparse Self-Representation Approach for Projected Fuzzy Double C-Means Clustering	8
Insight into Hopf Bifurcation and Control Methods in Fractional Order BAM Neural Networks Incorporating Symmetric Structure and Delay	8
Medical Named Entity Recognition Using Weakly Supervised Learning	8
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer	8
Free-Head Gaze Estimation with Deep Learning	8
Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences	8