OOIR: Observatory of International Research

Papers

(The H4-Index of Cognitive Computation is 33. 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
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
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	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