OOIR: Observatory of International Research

Papers

(The H4-Index of Cognitive Computation is 29. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	886
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	251
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	97
Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks	96
From RNNs to Transformers and Beyond: a Deep Dive into Intent Detection in Goal-oriented Conversational Agents	90
Deep Learning Approach for Early Detection of Alzheimer’s Disease	81
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	74
Human Stress Level Detection Using Hybrid Cascaded Neuro-Fuzzy SpinalNet	70
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	69
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	66
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	65
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks	62
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	59
PS-Net: Progressive Selection Network for Salient Object Detection	59
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	55
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	55
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	48
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	44
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	43
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	37
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	37
Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	36
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	34
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	33

Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	32
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	31
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications	30
Personalized Spiking Neural Network Models of Clinical and Environmental Factors to Predict Stroke	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	29
A Cognitive Uncertainty Calculation Method Based on Probabilistic Linguistic Term Set and Applications in Geopolitical Risk Assessment	29
Synergy of Human-Centered AI and Cyber-Physical-Social Systems for Enhanced Cognitive Situation Awareness: Applications, Challenges and Opportunities	29