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 2021-04-01 to 2025-04-01.)

Article	Citations
Convolutional Cross-Modal Autoencoder-Based Few-Shot Learning for Data Augmentation with Application to Alzheimer Dementia Diagnosis	360
Multi-view Hierarchical Graph Neural Network for Argumentation Mining	169
Verifying Technical Indicator Effectiveness in Cryptocurrency Price Forecasting: a Deep-Learning Time Series Model Based on Sparrow Search Algorithm	79
Artificial Intelligence Inspired Task Offloading and Resource Orchestration in Intelligent Transportation Systems	73
A Weakly Supervised Data Labeling Framework for Machine Lexical Normalization in Vietnamese Social Media	61
Attribute Reduction in a Hybrid Decision Information System Based on Fuzzy Conditional Information Entropy Using Iterative Model and Matrix Operation	60
Adaptive Unsupervised Graph Convolution Network for Data Clustering with Graph Reconstruction	59
An Adaptive Decision-Making System for Behavior Analysis Among Young Adults	53
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	52
Cognitive Decision-Making Based on a Non-linear Similarity Measure Using an Intuitionistic Fuzzy Set Framework	52
Neural Network-Based Adaptive Containment Control Algorithms Design for Nonlinear Multiagent Systems with Switching Topologies	52
Transforming Conversations with AI—A Comprehensive Study of ChatGPT	51
PrimeNet: A Framework for Commonsense Knowledge Representation and Reasoning Based on Conceptual Primitives	51
Curriculum-Guided Self-Supervised Representation Learning of Dynamic Heterogeneous Networks	48
A Novel Discrete Deep Learning–Based Cancer Classification Methodology	48
Brain Simulation and Spiking Neural Networks	47
Generative AI and Cognitive Computing-Driven Intrusion Detection System in Industrial CPS	46
Federated Constrastive Learning and Visual Transformers for Personal Recommendation	43
Multi-view Clustering with Latent Low-rank Proxy Graph Learning	40
A Novel Visual-Textual Sentiment Analysis Framework for Social Media Data	39
A Novel Cognitively Inspired Deep Learning Approach to Detect Drivable Areas for Self-driving Cars	39
A Novel IoT-Fog-Cloud-based Healthcare System for Monitoring and Preventing Encephalitis	38
Image Retrieval Using Multilayer Feature Aggregation Histogram	38
Multi-source Adversarial Domain Adaptive Fault Diagnosis Method Based on Multi-classifier Alignment	38
A Novel Interpretable Graph Convolutional Neural Network for Multimodal Brain Tumor Segmentation	37

Attention-Guided Multi-Scale Fusion Network for Similar Objects Semantic Segmentation	37
A Novel Probabilistic-Based Deep Neural Network: Toward the Selection of Wart Treatment	35
Classification-level and Class-level Complement Information Measures Based on Neighborhood Decision Systems	35
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	35
Neural Mechanisms of Maintenance and Manipulation of Information of Temporal Sequences in Working Memory	33