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 2021-06-01 to 2025-06-01.)

Article	Citations
Causal Asymmetry Analysis in the View of Concept-Cognitive Learning by Incremental Concept Tree	510
Words, Tweets, and Reviews: Leveraging Affective Knowledge Between Multiple Domains	194
Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks	83
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks	81
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	66
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	64
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	59
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	58
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	56
Multiple Attribute Decision Making Based on Neutrosophic Preference Relation	56
Automated Detection Approaches to Autism Spectrum Disorder Based on Human Activity Analysis: A Review	55
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	52
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	51
Deep Learning Approach for Early Detection of Alzheimer’s Disease	51
Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	50
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	49
A Novel Multi-attribute Group Decision-Making Method Based on q-Rung Dual Hesitant Fuzzy Information and Extended Power Average Operators	45
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	43
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	42
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	42
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels	42
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	42
PS-Net: Progressive Selection Network for Salient Object Detection	40
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	39
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	39

Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	38
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	33
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	33
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	31
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	30
Synchronization of Hypercomplex Neural Networks with Mixed Time-Varying Delays	30
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	30