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 2022-01-01 to 2026-01-01.)

Article	Citations
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	1079
Human Stress Level Detection Using Hybrid Cascaded Neuro-Fuzzy SpinalNet	116
From RNNs to Transformers and Beyond: a Deep Dive into Intent Detection in Goal-oriented Conversational Agents	107
Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks	102
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	94
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks	79
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	76
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	71
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	69
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	68
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	68
PS-Net: Progressive Selection Network for Salient Object Detection	66
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	62
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	61
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	59
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	51
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	47
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	45
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	45
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	42
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	41
Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	40
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	39
Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	38
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	37

Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	34
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications	32
Learning Sentiment-Enhanced Word Representations by Fusing External Hybrid Sentiment Knowledge	31
Synchronization of Hypercomplex Neural Networks with Mixed Time-Varying Delays	31
Robust Dynamic Semi-supervised Picture Fuzzy Clustering with KL Divergence and Local Information	30
PPHN: Deep Sequential Learning Architecture for Parkinson’s Disease Prediction using Amino Acid Descriptors from Protein Sequences	30
A Benchmark Dual-Modality Dental Imaging Dataset and a Novel Cognitively Inspired Pipeline for High-Resolution Dental Point Cloud Synthesis	30
Action Plan Diversity in Children During Control Exploration: Link Between Action and Sense of Agency	30