Cognitive Computation

Article	Citations
Causal Asymmetry Analysis in the View of Concept-Cognitive Learning by Incremental Concept Tree	510
Words, Tweets, and Reviews: Leveraging Affective Knowledge Between Multiple Domains	194
Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks	83
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks	81
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	66
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	64
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	59
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	58
Multiple Attribute Decision Making Based on Neutrosophic Preference Relation	56
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	56
Automated Detection Approaches to Autism Spectrum Disorder Based on Human Activity Analysis: A Review	55
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	52
Deep Learning Approach for Early Detection of Alzheimer’s Disease	51
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	51
Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	50
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	49
A Novel Multi-attribute Group Decision-Making Method Based on q-Rung Dual Hesitant Fuzzy Information and Extended Power Average Operators	45
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	43
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels	42
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	42
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	42
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	42
PS-Net: Progressive Selection Network for Salient Object Detection	40
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	39
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	39

Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	38
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	33
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	33
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	31
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	30
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	30
Synchronization of Hypercomplex Neural Networks with Mixed Time-Varying Delays	30
Re-Thinking the Organization of Cortico-Basal Ganglia-Thalamo-Cortical Loops	29
Visual-LiDAR SLAM Based on Unsupervised Multi-channel Deep Neural Networks	29
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	28
Personalized Spiking Neural Network Models of Clinical and Environmental Factors to Predict Stroke	27
Robust Dynamic Semi-supervised Picture Fuzzy Clustering with KL Divergence and Local Information	27
A Benchmark Dual-Modality Dental Imaging Dataset and a Novel Cognitively Inspired Pipeline for High-Resolution Dental Point Cloud Synthesis	27
Learning Sentiment-Enhanced Word Representations by Fusing External Hybrid Sentiment Knowledge	26
MCCFNet: Multi-channel Color Fusion Network For Cognitive Classification of Traditional Chinese Paintings	25
Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus	24
A Cognitive Uncertainty Calculation Method Based on Probabilistic Linguistic Term Set and Applications in Geopolitical Risk Assessment	23
Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network	23
Enhancing Pre-trained Deep Learning Model with Self-Adaptive Reflection	22
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings	22
WatMIF: Multimodal Medical Image Fusion-Based Watermarking for Telehealth Applications	22
Toward a Brain-Inspired Theory of Artificial Learning	21
Synergy of Human-Centered AI and Cyber-Physical-Social Systems for Enhanced Cognitive Situation Awareness: Applications, Challenges and Opportunities	21
Atten-GAN: Pedestrian Trajectory Prediction with GAN Based on Attention Mechanism	21
Non-linear Feature Selection Based on Convolution Neural Networks with Sparse Regularization	21
From Pixels to Prepositions: Linking Visual Perception with Spatial Prepositions Far and Near	20
Harnessing Cognitively Inspired Predictive Models to Improve Investment Decision-Making	20
Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment	20
Guest Editorial: Trends in Reservoir Computing	20
A Hybrid Semantics and Syntax-Based Graph Convolutional Network for Aspect-Level Sentiment Classification	19
Extensions and Detailed Analysis of Synergy Between Traditional Classification and Classification Based on Negative Features in Deep Convolutional Neural Networks	19
Interval-Valued Intuitionistic Fuzzy Yager Power Operators and Possibility Degree-Based Group Decision-Making Model	19
Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge	18
Extended Picture Fuzzy MULTIMOORA Method Based on Prospect Theory for Medical Institution Selection	18
Consensus Building in Multi-criteria Group Decision-Making with Single-Valued Neutrosophic Sets	18
Contrastive-Based Removal of Negative Information in Multimodal Emotion Analysis	17
A Developmental Approach for Training Deep Belief Networks	17
A Communication-Efficient Distributed Frank-Wolfe Online Algorithm with an Event-Triggered Mechanism	17
Synaptic Facilitation: A Key Biological Mechanism for Resource Allocation in Computational Models of Working Memory	17
1D Multi-Point Local Ternary Pattern: A Novel Feature Extraction Method for Analyzing Cognitive Engagement of students in Flipped Learning Pedagogy	17
Unmasking GAN-Generated Faces with Optimal Deep Learning and Cognitive Computing-Based Cutting-Edge Detection System	16
Efficient Deep Neural Networks for Classification of Alzheimer’s Disease and Mild Cognitive Impairment from Scalp EEG Recordings	16
Organization and Priming of Long-term Memory Representations with Two-phase Plasticity	16
eXplainable AI for Word Embeddings: A Survey	16
Separable Reversible Data Hiding Based on Integer Mapping and MSB Prediction for Encrypted 3D Mesh Models	16
Event Classification on Subsea Pipeline Inspection Data Using an Ensemble of Deep Learning Classifiers	15
Imbalanced Heart Sound Signal Classification Based on Two-Stage Trained DsaNet	15
Spiking Recurrent Neural Networks Represent Task-Relevant Neural Sequences in Rule-Dependent Computation	15
Large Group Decision-Making Method Based on Social Network Analysis: Integrating Evaluation Information and Trust Relationships	15
Human Vision Attention Mechanism-Inspired Temporal-Spatial Feature Pyramid for Video Saliency Detection	15

Complex Cubic Fuzzy Einstein Averaging Aggregation Operators: Application to Decision-making Problems	15
SRFFNet: Self-refine, Fusion and Feedback for Salient Object Detection	15
Distance from Unimodality for the Assessment of Opinion Polarization	15
Video Summarization Using Knowledge Distillation-Based Attentive Network	15
Prescribed-Time Sampled-Data Control for the Bipartite Consensus of Linear Multi-Agent Systems in Singed Networks	15
Haptic Recognition of Texture Surfaces Using Semi-Supervised Feature Learning Based on Sparse Representation	15
Vision-Enabled Large Language and Deep Learning Models for Image-Based Emotion Recognition	15
Neural Mechanisms of the Maintenance and Manipulation of Gustatory Working Memory in Orbitofrontal Cortex	14
Optimizing Social Issues Strategies by Using Bipolar Complex Fuzzy Muirhead Mean Decision-Making Approach	14
The Antagonistic Alterations of Cerebellar Functional Segregation and Integration in Athletes with Fast Demands of Visual-Motor Coordination	14
Vector Symbolic Architectures for Context-Free Grammars	14
A Novel Weighted Averaging Operator of Linguistic Interval-Valued Intuitionistic Fuzzy Numbers for Cognitively Inspired Decision-Making	14
Multi-task Pruning via Filter Index Sharing: A Many-Objective Optimization Approach	14
Multi-Modal Generative DeepFake Detection via Visual-Language Pretraining with Gate Fusion for Cognitive Computation	13
An Interpretable Neuro-symbolic Model for Raven’s Progressive Matrices Reasoning	13
Multimodal Emotion Distribution Learning	13
Three-Way Decision Making Based on Data Envelopment Analysis with Interval Data	13
The Improved Ordering-Based Search Method Incorporating with Ensemble Learning	13
A Non-invasive Approach for Early Alzheimer’s Detection Through Spontaneous Speech Analysis Using Deep Visibility Graphs	13
U2F-GAN: Weakly Supervised Super-pixel Segmentation in Thyroid Ultrasound Images	12
Classification-level and Class-level Complement Information Measures Based on Neighborhood Decision Systems	12
Category-Aware Siamese Learning Network for Few-Shot Segmentation	12
CIL-Net: Densely Connected Context Information Learning Network for Boosting Thyroid Nodule Segmentation Using Ultrasound Images	12
The Spiking Rates Inspired Encoder and Decoder for Spiking Neural Networks: An Illustration of Hand Gesture Recognition	12
Stein Variational Gradient Descent with Multiple Kernels	12
A Comparison of Deep Learning Techniques for Arterial Blood Pressure Prediction	12
3W-AlignNet: a Feature Alignment Framework for Person Search with Three-Way Decision Theory	12
Inductive Multi-View Semi-supervised Learning with a Consensus Graph	12
Dynamic Gesture Recognition Based on Deep 3D Natural Networks	11
Generative AI and Cognitive Computing-Driven Intrusion Detection System in Industrial CPS	11
An Enhanced Interactive and Multi-criteria Decision-Making (TODIM) Method with Probabilistic Dual Hesitant Fuzzy Sets for Risk Evaluation of Arctic Geopolitics	11
Application of Explainable Artificial Intelligence in Autism Spectrum Disorder Detection	11
A Mixed Approach for Aggressive Political Discourse Analysis on Twitter	11
Aspect Based Sentiment Analysis Using Long-Short Term Memory and Weighted N-Gram Graph-Cut	11
Cognitively Inspired Group Decision-Making with Linguistic q-Rung Orthopair Fuzzy Preference Relations	11
Decision-Making-Based Solar Panel Selection: Sugeno-Weber Operators and Fermatean Fuzzy Distance Measure with AROMAN Methodology	11
Investigating the Influence of Scene Video on EEG-Based Evaluation of Interior Sound in Passenger Cars	11
A Novel Visual-Textual Sentiment Analysis Framework for Social Media Data	11
Multi-resolution Twinned Residual Auto-Encoders (MR-TRAE)—A Novel DL Model for Image Multi-resolution	11
Convolutionary, Evolutionary, and Revolutionary: What’s Next for Brains, Bodies, and AI?	11
A Novel Discrete Deep Learning–Based Cancer Classification Methodology	11
Reconstruction of 3D Images from Human Activity by a Compound Reconstruction Model	10
Vehicle Re-Identification by Separating Representative Spatial Features	10
Correction to: Clustering Ensemble Based on Sample’s Certainty	10
Deep, Flexible Data Embedding with Graph-Based Feature Propagation for Semi-supervised Classification	10
Learning to Calibrate Prototypes for Few-Shot Image Classification	10
Testing an Explicit Method for Multi-compartment Neuron Model Simulation on a GPU	10
A Novel Attention-Guided Generative Adversarial Network for Whisper-to-Normal Speech Conversion	10
A Novel Hyperparameter Optimization Approach for Supervised Classification: Phase Prediction of Multi-Principal Element Alloys	10
Enhanced Self-Attention-Based Rapid CNN for Detecting Dense Objects in Varying Illumination	10
Centroid Coordinate Ranking of Pythagorean Fuzzy Numbers and its Application in Group Decision Making	9
A Multi-task Shared Cascade Learning for Aspect Sentiment Triplet Extraction Using BERT-MRC	9
Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data	9
Multi-criteria Group Decision-Making Using Complex p, q-Quasirung Orthopair Fuzzy Sets: Application in the Selection of Renewable Energy Projects for Investments	9
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction	9
Generative Adversarial Network-Assisted Framework for Power Management	9
A Novel Depth-Connected Region-Based Convolutional Neural Network for Small Defect Detection in Additive Manufacturing	9
Online Signature Watermarking in the Transform Domain	9
VSCA: A Sentence Matching Model Incorporating Visual Perception	9
An Adaptive Neural Network Algorithm with Quasi Opposition-Based Learning for Numerical Optimization Problems	9
HLAE: Hierarchical Local Attention Encoder for MRI Brain Tumor Image Classification	9
Insight into Hopf Bifurcation and Control Methods in Fractional Order BAM Neural Networks Incorporating Symmetric Structure and Delay	9
Snapture—a Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition	9
Quasi-projective Synchronization Control of Delayed Stochastic Quaternion-Valued Fuzzy Cellular Neural Networks with Mismatched Parameters	9
Cognitive Computing in Mental Healthcare: a Review of Methods and Technologies for Detection of Mental Disorders	9
neurolib: A Simulation Framework for Whole-Brain Neural Mass Modeling	9
EEG Signal Classification Using a Novel Universum-Based Twin Parametric-Margin Support Vector Machine	9
Automatically Constructing a Fine-Grained Sentiment Lexicon for Sentiment Analysis	9
A Novel Approach for Tuning of Fluidic Resistance in Deterministic Lateral Displacement Array for Enhanced Separation of Circulating Tumor Cells	8
Medical Named Entity Recognition Using Weakly Supervised Learning	8
Deep Nonlinear Ensemble Framework for Stock Index Forecasting and Uncertainty Analysis	8
Optimization Based Deep Learning for COVID-19 Detection Using Respiratory Sound Signals	8
Bifurcation Study for Fractional-Order Three-Layer Neural Networks Involving Four Time Delays	8
Particle Swarm Optimization-Based Extreme Learning Machine for COVID-19 Detection	8
Bifurcation−Driven Tipping in A Novel Bicyclic Crossed Neural Network with Multiple Time Delays	8
Adaptive Three-Way C-Means Clustering Based on the Cognition of Distance Stability	8
A Perceived Risk Index Leveraging Social Media Data: Assessing Severity of Fire on Microblogging	8
TB-CXRNet: Tuberculosis and Drug-Resistant Tuberculosis Detection Technique Using Chest X-ray Images	8
Data Analysis and Forecasting of the COVID-19 Spread: A Comparison of Recurrent Neural Networks and Time Series Models	8
A Biologically-Inspired Sparse Self-Representation Approach for Projected Fuzzy Double C-Means Clustering	8

A Hebbian Model to Account for Musical Expertise Differences in a Working Memory Task

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