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 2021-09-01 to 2025-09-01.)

Article	Citations
Causal Asymmetry Analysis in the View of Concept-Cognitive Learning by Incremental Concept Tree	727
Words, Tweets, and Reviews: Leveraging Affective Knowledge Between Multiple Domains	229
Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks	86
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks	84
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	83
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	80
From RNNs to Transformers and Beyond: a Deep Dive into Intent Detection in Goal-oriented Conversational Agents	70
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	69
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	68
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	64
Human Stress Level Detection Using Hybrid Cascaded Neuro-Fuzzy SpinalNet	61
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	59
Deep Learning Approach for Early Detection of Alzheimer’s Disease	58
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	55
A Novel Multi-attribute Group Decision-Making Method Based on q-Rung Dual Hesitant Fuzzy Information and Extended Power Average Operators	54
Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	53
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	50
Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	47
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	46
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	46
PS-Net: Progressive Selection Network for Salient Object Detection	41
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	41
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	36
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels	35
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	35

A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	35
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	32
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	31
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	30
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	30