OOIR: Observatory of International Research

Papers

(The TQCC of Cognitive Computation is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	1835
Human Stress Level Detection Using Hybrid Cascaded Neuro-Fuzzy SpinalNet	162
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	139
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	137
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	133
Explainable Top-K Gating for DTW-Based Online Signature Identification	99
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	87
Accuracy and Similarity-Based VIKOR - TOPSIS Approach under Single-Valued Neutrosophic Linguistic Information with Applications in Antibiotic Decision-Making	87
From RNNs to Transformers and Beyond: a Deep Dive into Intent Detection in Goal-oriented Conversational Agents	75
Artificial Intelligence as the Fourth Decentering Revolution: From Cosmic, Biological, and Psychological Displacement to Cognitive Decentering	75
Emotion-Aware Knowledge Distillation: A Patient-Centric Framework for Biomedical Dialogue Summarization	72
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	68
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	67
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	56
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	54
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	52
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	50
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	50
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	48
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	46
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	43
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	43
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	43
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	43
A Two-Stage Group Decision Making Model Based on Influence Game in Social Trust Network: a Cooperative Game Perspective	42

Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	41
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	38
MDCL-UNet: A Multi-Domain Collaborative Learning Method for Medical Image Segmentation	37
Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	36
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications	35
PPHN: Deep Sequential Learning Architecture for Parkinson’s Disease Prediction using Amino Acid Descriptors from Protein Sequences	35
Synergy of Human-Centered AI and Cyber-Physical-Social Systems for Enhanced Cognitive Situation Awareness: Applications, Challenges and Opportunities	34
A Benchmark Dual-Modality Dental Imaging Dataset and a Novel Cognitively Inspired Pipeline for High-Resolution Dental Point Cloud Synthesis	34
Action Plan Diversity in Children During Control Exploration: Link Between Action and Sense of Agency	33
Learning Sentiment-Enhanced Word Representations by Fusing External Hybrid Sentiment Knowledge	33
Explainable Deep Learning System for Custom Report Generation in Breast Cancer Histology	33
A Large-Scale Cross-View Truck Benchmark with Dynamic Adaptive Fusion Attention Mechanism	32
Enhancing Pre-trained Deep Learning Model with Self-Adaptive Reflection	32
Synchronization of Hypercomplex Neural Networks with Mixed Time-Varying Delays	32
MCCFNet: Multi-channel Color Fusion Network For Cognitive Classification of Traditional Chinese Paintings	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	28
Multiple Local-Global Correlation-Based Deep Neural Network with Selective Kernel Attention for Bearing Fault Diagnosis	27
A Cognitive Uncertainty Calculation Method Based on Probabilistic Linguistic Term Set and Applications in Geopolitical Risk Assessment	27
Intelligent Robotic Path Planning Based on SPIDI-Lion Optimization Algorithm Using Deep Spectral LSTM-Gated Convolution Neural Network	26
Personalized Spiking Neural Network Models of Clinical and Environmental Factors to Predict Stroke	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
From Pixels to Prepositions: Linking Visual Perception with Spatial Prepositions Far and Near	24
Synaptic Facilitation: A Key Biological Mechanism for Resource Allocation in Computational Models of Working Memory	24
Extensions and Detailed Analysis of Synergy Between Traditional Classification and Classification Based on Negative Features in Deep Convolutional Neural Networks	24
Rethinking Metaphor Evaluation: Aptness Judgments as a Cognitive Probe for Language Models	23
A Communication-Efficient Distributed Frank-Wolfe Online Algorithm with an Event-Triggered Mechanism	23
A Developmental Approach for Training Deep Belief Networks	23
Equipping With Cognition: A Metacognition-Inspired Reinforcement Learning Approach for Multiobjective Safety-Critical Systems	23
Harnessing Cognitively Inspired Predictive Models to Improve Investment Decision-Making	22
Customer-Perceived Value and Social Media Analytics: How Supplier Evaluation Can Benefit from Aspect-Based Sentiment Analysis and Fuzzy Inference	22
Non-linear Feature Selection Based on Convolution Neural Networks with Sparse Regularization	21
A Hybrid Semantics and Syntax-Based Graph Convolutional Network for Aspect-Level Sentiment Classification	21
Toward a Brain-Inspired Theory of Artificial Learning	21
Contrastive-Based Removal of Negative Information in Multimodal Emotion Analysis	21
Event-Triggered Optimized Control for Nonlinear Multiagent Systems via Reinforcement Learning Strategy	20
Complex Cubic Fuzzy Einstein Averaging Aggregation Operators: Application to Decision-making Problems	20
Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment	20
Interval-Valued Intuitionistic Fuzzy Yager Power Operators and Possibility Degree-Based Group Decision-Making Model	20
Video Summarization Using Knowledge Distillation-Based Attentive Network	19
New Approach to Crop Disease Classification and Data Security in Smart Agriculture Networks	19
Distance from Unimodality for the Assessment of Opinion Polarization	19
Dual Distribution Adaptation Random Forest for Fault Diagnosis: Addressing Data Distribution Variability Under Varying Working Conditions	19
Human Vision Attention Mechanism-Inspired Temporal-Spatial Feature Pyramid for Video Saliency Detection	19
Unmasking GAN-Generated Faces with Optimal Deep Learning and Cognitive Computing-Based Cutting-Edge Detection System	18
SRFFNet: Self-refine, Fusion and Feedback for Salient Object Detection	18
Haptic Recognition of Texture Surfaces Using Semi-Supervised Feature Learning Based on Sparse Representation	18
Prescribed-Time Sampled-Data Control for the Bipartite Consensus of Linear Multi-Agent Systems in Singed Networks	18
Large Group Decision-Making Method Based on Social Network Analysis: Integrating Evaluation Information and Trust Relationships	17

eXplainable AI for Word Embeddings: A Survey	17
Vision-Enabled Large Language and Deep Learning Models for Image-Based Emotion Recognition	17
A Novel Weighted Averaging Operator of Linguistic Interval-Valued Intuitionistic Fuzzy Numbers for Cognitively Inspired Decision-Making	16
Optimizing Social Issues Strategies by Using Bipolar Complex Fuzzy Muirhead Mean Decision-Making Approach	16
CIL-Net: Densely Connected Context Information Learning Network for Boosting Thyroid Nodule Segmentation Using Ultrasound Images	16
Event Classification on Subsea Pipeline Inspection Data Using an Ensemble of Deep Learning Classifiers	16
The Antagonistic Alterations of Cerebellar Functional Segregation and Integration in Athletes with Fast Demands of Visual-Motor Coordination	15
The Improved Ordering-Based Search Method Incorporating with Ensemble Learning	15
Trapezoidal-Valued Intuitionistic Fuzzy ELECTRE method based on Hamacher Weighted Averaging Aggregation Operator and its Application to Charging Station Site Selection for Electric Vehicles	15
Enhancing VIKOR for MAGDM with PUIL q-ROFSs: Addressing Ambiguity and Uncertainty in Decision-Making	15
Deep Learning and Attention-Based Methods for Human Activity Recognition and Anticipation: A Comprehensive Review	14
Category-Aware Siamese Learning Network for Few-Shot Segmentation	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
Aspect Based Sentiment Analysis Using Long-Short Term Memory and Weighted N-Gram Graph-Cut	14
Stein Variational Gradient Descent with Multiple Kernels	14
Dynamic Gesture Recognition Based on Deep 3D Natural Networks	14
A Mixed Approach for Aggressive Political Discourse Analysis on Twitter	14
A Non-invasive Approach for Early Alzheimer’s Detection Through Spontaneous Speech Analysis Using Deep Visibility Graphs	14
TDGAT: Triple-Dimensional Graph Attention Networks for Exploring the Optimal Perspective for Aspect-Based Sentiment Analysis	14
Multi-Modal Generative DeepFake Detection via Visual-Language Pretraining with Gate Fusion for Cognitive Computation	14
Application of Explainable Artificial Intelligence in Autism Spectrum Disorder Detection	14
Generative AI and Cognitive Computing-Driven Intrusion Detection System in Industrial CPS	14
An Interpretable Neuro-symbolic Model for Raven’s Progressive Matrices Reasoning	14
Inductive Multi-View Semi-supervised Learning with a Consensus Graph	14
Investigating the Influence of Scene Video on EEG-Based Evaluation of Interior Sound in Passenger Cars	14
A Novel Discrete Deep Learning–Based Cancer Classification Methodology	14
Multi-resolution Twinned Residual Auto-Encoders (MR-TRAE)—A Novel DL Model for Image Multi-resolution	13
Cognitively Inspired Group Decision-Making with Linguistic q-Rung Orthopair Fuzzy Preference Relations	13
Convolutionary, Evolutionary, and Revolutionary: What’s Next for Brains, Bodies, and AI?	13
CEREBRAL: A Neurosymbolic Framework for Multimodal Emotion Recognition with Psychological Constraints and Metacognitive Reasoning	13
Deep, Flexible Data Embedding with Graph-Based Feature Propagation for Semi-supervised Classification	13
Enhanced Self-Attention-Based Rapid CNN for Detecting Dense Objects in Varying Illumination	13
Enhanced Multi-Class Arrhythmia Detection Using Generative Adversarial Networks for Minority Class Augmentation	13
Decision-Making-Based Solar Panel Selection: Sugeno-Weber Operators and Fermatean Fuzzy Distance Measure with AROMAN Methodology	13
An Enhanced Interactive and Multi-criteria Decision-Making (TODIM) Method with Probabilistic Dual Hesitant Fuzzy Sets for Risk Evaluation of Arctic Geopolitics	13
Online Signature Watermarking in the Transform Domain	13
Snapture—a Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition	12
Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data	12
Vehicle Re-Identification by Separating Representative Spatial Features	12
Learning to Calibrate Prototypes for Few-Shot Image Classification	12
A Novel Hyperparameter Optimization Approach for Supervised Classification: Phase Prediction of Multi-Principal Element Alloys	12
A Novel Attention-Guided Generative Adversarial Network for Whisper-to-Normal Speech Conversion	12
Quasi-projective Synchronization Control of Delayed Stochastic Quaternion-Valued Fuzzy Cellular Neural Networks with Mismatched Parameters	12
VSCA: A Sentence Matching Model Incorporating Visual Perception	12
Early Detection of Cardiovascular Disease Using AdaBoost Convolutional Random Arithmetic Trigonometric Algorithm	12
A Novel Depth-Connected Region-Based Convolutional Neural Network for Small Defect Detection in Additive Manufacturing	12
A Multi-task Shared Cascade Learning for Aspect Sentiment Triplet Extraction Using BERT-MRC	12
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction	11
Prescribed-Time-Based Adaptive Optimal Control for Nonlinear Systems with Error Constraint	11
MixingInsights: A Framework for Causal Inference with Confounder Representation Learning from Mixed Structured and Textual Data	11
Insight into Hopf Bifurcation and Control Methods in Fractional Order BAM Neural Networks Incorporating Symmetric Structure and Delay	11
An Adaptive Neural Network Algorithm with Quasi Opposition-Based Learning for Numerical Optimization Problems	11
A Radical Cycle GAN Based Term Memory Integrated Sentiment Analysis (CyG-TMSA) Framework for Social Media Applications	11
Diabetic Retinopathy Detection Algorithm Based on Improved YOLOv8	11
Multi-criteria Group Decision-Making Using Complex p, q-Quasirung Orthopair Fuzzy Sets: Application in the Selection of Renewable Energy Projects for Investments	11
On $$p,q$$–Fractional Fuzzy Sets with Application in Solar Panel Selection	11
Generative Adversarial Network-Assisted Framework for Power Management	11
Bifurcation−Driven Tipping in A Novel Bicyclic Crossed Neural Network with Multiple Time Delays	10
HLAE: Hierarchical Local Attention Encoder for MRI Brain Tumor Image Classification	10
Accurate Diabetic Foot Ulcer Segmentation: A Human-Machine Collaborative Approach with EfficientNet and Self-ONN FPN	10
SAD-GAN: A Novel Secure Anomaly Detection Framework for Enhancing the Resilience of Cyber-Physical Systems	10
Motor Imagery Classification Based on Temporal-Spatial Domain Adaptation for Stroke Patients	10
TB-CXRNet: Tuberculosis and Drug-Resistant Tuberculosis Detection Technique Using Chest X-ray Images	10
Particle Swarm Optimization-Based Extreme Learning Machine for COVID-19 Detection	10
EEG Signal Classification Using a Novel Universum-Based Twin Parametric-Margin Support Vector Machine	10
A Biologically-Inspired Sparse Self-Representation Approach for Projected Fuzzy Double C-Means Clustering	10
From 2D Images to 3D Model: Segmenting and Reconstructing Acne for Robust Skin Lesion Analysis	9
Attention-Enabled Multi-layer Subword Joint Learning for Chinese Word Embedding	9
Two-Stage Deep Ensemble Paradigm Based on Optimal Multi-scale Decomposition and Multi-factor Analysis for Stock Price Prediction	9
A Hebbian Model to Account for Musical Expertise Differences in a Working Memory Task	9
A Perceived Risk Index Leveraging Social Media Data: Assessing Severity of Fire on Microblogging	9
Optimization Based Deep Learning for COVID-19 Detection Using Respiratory Sound Signals	9
Free-Head Gaze Estimation with Deep Learning	9
Tweet Credibility Ranker: A Credibility Features’ Fusion Model	9
A Cognitively Inspired Dual-Branch Peer-Interaction Network for Image Copy-Move Forgery Detection	9
Identity, Gender, Age, and Emotion Recognition from Speaker Voice with Multi-task Deep Networks for Cognitive Robotics	9
Weakly Supervised Temporal Action Localization Based on Feature Enhancement	9
Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences	9
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer	9
VTPPG: End-to-end Video-Transformed Persona Poem Generation	9