OOIR: Observatory of International Research

Papers

(The TQCC of Cognitive Computation is 11. 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 2022-05-01 to 2026-05-01.)

Article	Citations
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	1520
Human Stress Level Detection Using Hybrid Cascaded Neuro-Fuzzy SpinalNet	141
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	125
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	122
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	120
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	96
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	86
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	83
Artificial Intelligence as the Fourth Decentering Revolution: From Cosmic, Biological, and Psychological Displacement to Cognitive Decentering	74
From RNNs to Transformers and Beyond: a Deep Dive into Intent Detection in Goal-oriented Conversational Agents	71
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	70
Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	70
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	67
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	62
Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	57
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	48
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	47
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	47
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	44
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	42
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	41
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	41
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	38
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications	37
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	37

Learning Sentiment-Enhanced Word Representations by Fusing External Hybrid Sentiment Knowledge	36
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	35
MCCFNet: Multi-channel Color Fusion Network For Cognitive Classification of Traditional Chinese Paintings	33
A Benchmark Dual-Modality Dental Imaging Dataset and a Novel Cognitively Inspired Pipeline for High-Resolution Dental Point Cloud Synthesis	33
PPHN: Deep Sequential Learning Architecture for Parkinson’s Disease Prediction using Amino Acid Descriptors from Protein Sequences	33
Personalized Spiking Neural Network Models of Clinical and Environmental Factors to Predict Stroke	33
A Cognitive Uncertainty Calculation Method Based on Probabilistic Linguistic Term Set and Applications in Geopolitical Risk Assessment	32
Enhancing Pre-trained Deep Learning Model with Self-Adaptive Reflection	32
A Large-Scale Cross-View Truck Benchmark with Dynamic Adaptive Fusion Attention Mechanism	30
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings	30
Explainable Deep Learning System for Custom Report Generation in Breast Cancer Histology	30
Synchronization of Hypercomplex Neural Networks with Mixed Time-Varying Delays	30
Multiple Local-Global Correlation-Based Deep Neural Network with Selective Kernel Attention for Bearing Fault Diagnosis	30
WatMIF: Multimodal Medical Image Fusion-Based Watermarking for Telehealth Applications	27
Re-Thinking the Organization of Cortico-Basal Ganglia-Thalamo-Cortical Loops	27
Generative AI and Deepfake Detection in Biometric Systems	26
Intelligent Robotic Path Planning Based on SPIDI-Lion Optimization Algorithm Using Deep Spectral LSTM-Gated Convolution Neural Network	26
Synergy of Human-Centered AI and Cyber-Physical-Social Systems for Enhanced Cognitive Situation Awareness: Applications, Challenges and Opportunities	26
Action Plan Diversity in Children During Control Exploration: Link Between Action and Sense of Agency	25
A Communication-Efficient Distributed Frank-Wolfe Online Algorithm with an Event-Triggered Mechanism	25
Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment	25
1D Multi-Point Local Ternary Pattern: A Novel Feature Extraction Method for Analyzing Cognitive Engagement of students in Flipped Learning Pedagogy	25
Harnessing Cognitively Inspired Predictive Models to Improve Investment Decision-Making	25
Extensions and Detailed Analysis of Synergy Between Traditional Classification and Classification Based on Negative Features in Deep Convolutional Neural Networks	25
A Hybrid Semantics and Syntax-Based Graph Convolutional Network for Aspect-Level Sentiment Classification	24
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
Interval-Valued Intuitionistic Fuzzy Yager Power Operators and Possibility Degree-Based Group Decision-Making Model	23
Atten-GAN: Pedestrian Trajectory Prediction with GAN Based on Attention Mechanism	23
A Developmental Approach for Training Deep Belief Networks	23
Toward a Brain-Inspired Theory of Artificial Learning	22
Rethinking Metaphor Evaluation: Aptness Judgments as a Cognitive Probe for Language Models	22
Non-linear Feature Selection Based on Convolution Neural Networks with Sparse Regularization	22
Customer-Perceived Value and Social Media Analytics: How Supplier Evaluation Can Benefit from Aspect-Based Sentiment Analysis and Fuzzy Inference	22
Efficient Deep Neural Networks for Classification of Alzheimer’s Disease and Mild Cognitive Impairment from Scalp EEG Recordings	21
Event-Triggered Optimized Control for Nonlinear Multiagent Systems via Reinforcement Learning Strategy	21
Contrastive-Based Removal of Negative Information in Multimodal Emotion Analysis	21
Unmasking GAN-Generated Faces with Optimal Deep Learning and Cognitive Computing-Based Cutting-Edge Detection System	20
Human Vision Attention Mechanism-Inspired Temporal-Spatial Feature Pyramid for Video Saliency Detection	20
SRFFNet: Self-refine, Fusion and Feedback for Salient Object Detection	20
Dual Distribution Adaptation Random Forest for Fault Diagnosis: Addressing Data Distribution Variability Under Varying Working Conditions	19
Haptic Recognition of Texture Surfaces Using Semi-Supervised Feature Learning Based on Sparse Representation	19
Video Summarization Using Knowledge Distillation-Based Attentive Network	19
Distance from Unimodality for the Assessment of Opinion Polarization	19
Organization and Priming of Long-term Memory Representations with Two-phase Plasticity	19
Large Group Decision-Making Method Based on Social Network Analysis: Integrating Evaluation Information and Trust Relationships	18
Event Classification on Subsea Pipeline Inspection Data Using an Ensemble of Deep Learning Classifiers	18
eXplainable AI for Word Embeddings: A Survey	18
New Approach to Crop Disease Classification and Data Security in Smart Agriculture Networks	18
Prescribed-Time Sampled-Data Control for the Bipartite Consensus of Linear Multi-Agent Systems in Singed Networks	18

Vision-Enabled Large Language and Deep Learning Models for Image-Based Emotion Recognition	18
Complex Cubic Fuzzy Einstein Averaging Aggregation Operators: Application to Decision-making Problems	18
Optimizing Social Issues Strategies by Using Bipolar Complex Fuzzy Muirhead Mean Decision-Making Approach	17
A Novel Weighted Averaging Operator of Linguistic Interval-Valued Intuitionistic Fuzzy Numbers for Cognitively Inspired Decision-Making	17
Neural Mechanisms of the Maintenance and Manipulation of Gustatory Working Memory in Orbitofrontal Cortex	17
The Improved Ordering-Based Search Method Incorporating with Ensemble Learning	17
Multi-Modal Generative DeepFake Detection via Visual-Language Pretraining with Gate Fusion for Cognitive Computation	16
A Non-invasive Approach for Early Alzheimer’s Detection Through Spontaneous Speech Analysis Using Deep Visibility Graphs	16
CIL-Net: Densely Connected Context Information Learning Network for Boosting Thyroid Nodule Segmentation Using Ultrasound Images	16
A Novel Multi-modality Deepfake Detection Using Cross-Model Fusion–Based Hybrid Harris Whale Depth-Wise Separable Dense Convolutional Bi-GRU Deepfake Model	16
The Antagonistic Alterations of Cerebellar Functional Segregation and Integration in Athletes with Fast Demands of Visual-Motor Coordination	15
Application of Explainable Artificial Intelligence in Autism Spectrum Disorder Detection	15
An Interpretable Neuro-symbolic Model for Raven’s Progressive Matrices Reasoning	15
Aspect Based Sentiment Analysis Using Long-Short Term Memory and Weighted N-Gram Graph-Cut	15
Inductive Multi-View Semi-supervised Learning with a Consensus Graph	15
Category-Aware Siamese Learning Network for Few-Shot Segmentation	14
Investigating the Influence of Scene Video on EEG-Based Evaluation of Interior Sound in Passenger Cars	14
TDGAT: Triple-Dimensional Graph Attention Networks for Exploring the Optimal Perspective for Aspect-Based Sentiment Analysis	14
Decision-Making-Based Solar Panel Selection: Sugeno-Weber Operators and Fermatean Fuzzy Distance Measure with AROMAN Methodology	14
A Novel Discrete Deep Learning–Based Cancer Classification Methodology	14
A Mixed Approach for Aggressive Political Discourse Analysis on Twitter	14
Dynamic Gesture Recognition Based on Deep 3D Natural Networks	14
Stein Variational Gradient Descent with Multiple Kernels	14
The Spiking Rates Inspired Encoder and Decoder for Spiking Neural Networks: An Illustration of Hand Gesture Recognition	13
An Enhanced Interactive and Multi-criteria Decision-Making (TODIM) Method with Probabilistic Dual Hesitant Fuzzy Sets for Risk Evaluation of Arctic Geopolitics	13
Enhanced Multi-Class Arrhythmia Detection Using Generative Adversarial Networks for Minority Class Augmentation	13
Deep Learning and Attention-Based Methods for Human Activity Recognition and Anticipation: A Comprehensive Review	13
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
Generative AI and Cognitive Computing-Driven Intrusion Detection System in Industrial CPS	13
Deep, Flexible Data Embedding with Graph-Based Feature Propagation for Semi-supervised Classification	13
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction	13
Snapture—a Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition	12
Quasi-projective Synchronization Control of Delayed Stochastic Quaternion-Valued Fuzzy Cellular Neural Networks with Mismatched Parameters	12
Vehicle Re-Identification by Separating Representative Spatial Features	12
A Novel Hyperparameter Optimization Approach for Supervised Classification: Phase Prediction of Multi-Principal Element Alloys	12
Multi-criteria Group Decision-Making Using Complex p, q-Quasirung Orthopair Fuzzy Sets: Application in the Selection of Renewable Energy Projects for Investments	12
Convolutionary, Evolutionary, and Revolutionary: What’s Next for Brains, Bodies, and AI?	12
VSCA: A Sentence Matching Model Incorporating Visual Perception	12
Early Detection of Cardiovascular Disease Using AdaBoost Convolutional Random Arithmetic Trigonometric Algorithm	12
Online Signature Watermarking in the Transform Domain	12
Learning to Calibrate Prototypes for Few-Shot Image Classification	12
An Adaptive Neural Network Algorithm with Quasi Opposition-Based Learning for Numerical Optimization Problems	12
Enhanced Self-Attention-Based Rapid CNN for Detecting Dense Objects in Varying Illumination	12
Generative Adversarial Network-Assisted Framework for Power Management	11
TB-CXRNet: Tuberculosis and Drug-Resistant Tuberculosis Detection Technique Using Chest X-ray Images	11
From 2D Images to 3D Model: Segmenting and Reconstructing Acne for Robust Skin Lesion Analysis	11
Motor Imagery Classification Based on Temporal-Spatial Domain Adaptation for Stroke Patients	11
EEG Signal Classification Using a Novel Universum-Based Twin Parametric-Margin Support Vector Machine	11
Automatically Constructing a Fine-Grained Sentiment Lexicon for Sentiment Analysis	11
Prescribed-Time-Based Adaptive Optimal Control for Nonlinear Systems with Error Constraint	11
A Radical Cycle GAN Based Term Memory Integrated Sentiment Analysis (CyG-TMSA) Framework for Social Media Applications	11
Insight into Hopf Bifurcation and Control Methods in Fractional Order BAM Neural Networks Incorporating Symmetric Structure and Delay	11
SAD-GAN: A Novel Secure Anomaly Detection Framework for Enhancing the Resilience of Cyber-Physical Systems	11
Two-Stage Deep Ensemble Paradigm Based on Optimal Multi-scale Decomposition and Multi-factor Analysis for Stock Price Prediction	11
A Novel Depth-Connected Region-Based Convolutional Neural Network for Small Defect Detection in Additive Manufacturing	11
Cognitive Computing in Mental Healthcare: a Review of Methods and Technologies for Detection of Mental Disorders	11
Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data	11
Particle Swarm Optimization-Based Extreme Learning Machine for COVID-19 Detection	11
HLAE: Hierarchical Local Attention Encoder for MRI Brain Tumor Image Classification	11
A Biologically-Inspired Sparse Self-Representation Approach for Projected Fuzzy Double C-Means Clustering	11
A Perceived Risk Index Leveraging Social Media Data: Assessing Severity of Fire on Microblogging	11
A Multi-task Shared Cascade Learning for Aspect Sentiment Triplet Extraction Using BERT-MRC	11
A Novel Attention-Guided Generative Adversarial Network for Whisper-to-Normal Speech Conversion	11
Bifurcation−Driven Tipping in A Novel Bicyclic Crossed Neural Network with Multiple Time Delays	11