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 2021-08-01 to 2025-08-01.)

Article	Citations
Causal Asymmetry Analysis in the View of Concept-Cognitive Learning by Incremental Concept Tree	661
Words, Tweets, and Reviews: Leveraging Affective Knowledge Between Multiple Domains	217
Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks	85
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks	84
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	74
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	74
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	74
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	67
From RNNs to Transformers and Beyond: a Deep Dive into Intent Detection in Goal-oriented Conversational Agents	67
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	61
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	60
Deep Learning Approach for Early Detection of Alzheimer’s Disease	58
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	57
A Novel Multi-attribute Group Decision-Making Method Based on q-Rung Dual Hesitant Fuzzy Information and Extended Power Average Operators	55
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	55
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	53
Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	52
Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	50
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	47
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	46
PS-Net: Progressive Selection Network for Salient Object Detection	45
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	45
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	43
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	41
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	39

Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	34
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	33
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels	33
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	33
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	31
Visual-LiDAR SLAM Based on Unsupervised Multi-channel Deep Neural Networks	30
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	30