OOIR: Observatory of International Research

Papers

(The H4-Index of Cognitive Computation is 30. 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 2021-12-01 to 2025-12-01.)

Article	Citations
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	981
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	103
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks	101
Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks	95
From RNNs to Transformers and Beyond: a Deep Dive into Intent Detection in Goal-oriented Conversational Agents	85
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	75
Human Stress Level Detection Using Hybrid Cascaded Neuro-Fuzzy SpinalNet	73
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	70
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	68
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	66
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	65
PS-Net: Progressive Selection Network for Salient Object Detection	63
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	60
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	59
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	57
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	51
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	45
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	44
Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	43
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	38
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	38
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	37
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	37
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	36
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	35

Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	33
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications	31
WatMIF: Multimodal Medical Image Fusion-Based Watermarking for Telehealth Applications	30
Synchronization of Hypercomplex Neural Networks with Mixed Time-Varying Delays	30
Personalized Spiking Neural Network Models of Clinical and Environmental Factors to Predict Stroke	30
Visual-LiDAR SLAM Based on Unsupervised Multi-channel Deep Neural Networks	30
Generative AI and Deepfake Detection in Biometric Systems	30