OOIR: Observatory of International Research

Papers

(The H4-Index of Cognitive Computation is 32. 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
Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	70
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	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
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	47
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	47
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	44
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	42
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	41
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	41
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	38
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	37
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications	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
Personalized Spiking Neural Network Models of Clinical and Environmental Factors to Predict Stroke	33
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
Enhancing Pre-trained Deep Learning Model with Self-Adaptive Reflection	32
A Cognitive Uncertainty Calculation Method Based on Probabilistic Linguistic Term Set and Applications in Geopolitical Risk Assessment	32