OOIR: Observatory of International Research

Papers

(The H4-Index of Cognitive Computation is 29. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Causal Asymmetry Analysis in the View of Concept-Cognitive Learning by Incremental Concept Tree	447
Words, Tweets, and Reviews: Leveraging Affective Knowledge Between Multiple Domains	182
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks	80
Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks	80
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	62
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	60
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	56
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	56
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	56
Automated Detection Approaches to Autism Spectrum Disorder Based on Human Activity Analysis: A Review	55
Multiple Attribute Decision Making Based on Neutrosophic Preference Relation	52
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	52
Deep Learning Approach for Early Detection of Alzheimer’s Disease	51
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	50
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	50
A Novel Multi-attribute Group Decision-Making Method Based on q-Rung Dual Hesitant Fuzzy Information and Extended Power Average Operators	49
Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	45
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	43
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	42
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	42
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	41
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	41
Improving Neural Machine Translation Model with Deep Encoding Information	40
PS-Net: Progressive Selection Network for Salient Object Detection	39
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels	39

CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	37
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	35
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	35
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	32
Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	29
Enhancing Pre-trained Deep Learning Model with Self-Adaptive Reflection	29
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	29
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	29