OOIR: Observatory of International Research

Papers

(The TQCC of Cognitive Computation is 10. 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 2022-01-01 to 2026-01-01.)

Article	Citations
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke	1079
Human Stress Level Detection Using Hybrid Cascaded Neuro-Fuzzy SpinalNet	116
From RNNs to Transformers and Beyond: a Deep Dive into Intent Detection in Goal-oriented Conversational Agents	107
Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks	102
Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization	94
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks	79
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment	76
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization	71
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	69
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	68
Finite-Time Neuro-adaptive Controller Algorithms for Nonlinear Multiagent Systems with State Constraints and Unmodeled Dynamics	68
PS-Net: Progressive Selection Network for Salient Object Detection	66
Improved Alternative Queuing Method of Interval-Set Dissimilarity Measures and Possibility Degrees for Multi-expert Multi-criteria Decision-Making	62
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications	61
Systematic Review and Thematic Analysis of Digital Games for Cognitive Enhancement in Children with Autism Spectrum Disorder: Toward a Conceptual Framework	59
CRCFusionAICADx: Integrative CNN-LSTM Approach for Accurate Colorectal Cancer Diagnosis in Colonoscopy Images	51
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction	47
O$$^2$$-Bert: Two-Stage Target-Based Sentiment Analysis	45
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	45
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	42
Deep Learning Innovations in the Detection of Lung Cancer: Advances, Trends, and Open Challenges	41
Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation	40
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network	39
Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease	38
Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution	37

Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application	34
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications	32
Synchronization of Hypercomplex Neural Networks with Mixed Time-Varying Delays	31
Learning Sentiment-Enhanced Word Representations by Fusing External Hybrid Sentiment Knowledge	31
PPHN: Deep Sequential Learning Architecture for Parkinson’s Disease Prediction using Amino Acid Descriptors from Protein Sequences	30
A Benchmark Dual-Modality Dental Imaging Dataset and a Novel Cognitively Inspired Pipeline for High-Resolution Dental Point Cloud Synthesis	30
Action Plan Diversity in Children During Control Exploration: Link Between Action and Sense of Agency	30
Robust Dynamic Semi-supervised Picture Fuzzy Clustering with KL Divergence and Local Information	30
Intelligent Robotic Path Planning Based on SPIDI-Lion Optimization Algorithm Using Deep Spectral LSTM-Gated Convolution Neural Network	29
Multiple Local-Global Correlation-Based Deep Neural Network with Selective Kernel Attention for Bearing Fault Diagnosis	29
Explainable Deep Learning System for Custom Report Generation in Breast Cancer Histology	28
Enhancing Pre-trained Deep Learning Model with Self-Adaptive Reflection	27
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	27
Re-Thinking the Organization of Cortico-Basal Ganglia-Thalamo-Cortical Loops	27
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings	26
A Cognitive Uncertainty Calculation Method Based on Probabilistic Linguistic Term Set and Applications in Geopolitical Risk Assessment	25
MCCFNet: Multi-channel Color Fusion Network For Cognitive Classification of Traditional Chinese Paintings	24
Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus	24
WatMIF: Multimodal Medical Image Fusion-Based Watermarking for Telehealth Applications	24
Synergy of Human-Centered AI and Cyber-Physical-Social Systems for Enhanced Cognitive Situation Awareness: Applications, Challenges and Opportunities	23
Generative AI and Deepfake Detection in Biometric Systems	23
Personalized Spiking Neural Network Models of Clinical and Environmental Factors to Predict Stroke	23
Visual-LiDAR SLAM Based on Unsupervised Multi-channel Deep Neural Networks	23
A Hybrid Semantics and Syntax-Based Graph Convolutional Network for Aspect-Level Sentiment Classification	22
Toward a Brain-Inspired Theory of Artificial Learning	22
Harnessing Cognitively Inspired Predictive Models to Improve Investment Decision-Making	22
Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment	22
Extensions and Detailed Analysis of Synergy Between Traditional Classification and Classification Based on Negative Features in Deep Convolutional Neural Networks	21
1D Multi-Point Local Ternary Pattern: A Novel Feature Extraction Method for Analyzing Cognitive Engagement of students in Flipped Learning Pedagogy	21
A Communication-Efficient Distributed Frank-Wolfe Online Algorithm with an Event-Triggered Mechanism	21
Event-Triggered Optimized Control for Nonlinear Multiagent Systems via Reinforcement Learning Strategy	20
Synaptic Facilitation: A Key Biological Mechanism for Resource Allocation in Computational Models of Working Memory	20
Customer-Perceived Value and Social Media Analytics: How Supplier Evaluation Can Benefit from Aspect-Based Sentiment Analysis and Fuzzy Inference	20
Interval-Valued Intuitionistic Fuzzy Yager Power Operators and Possibility Degree-Based Group Decision-Making Model	20
From Pixels to Prepositions: Linking Visual Perception with Spatial Prepositions Far and Near	19
Extended Picture Fuzzy MULTIMOORA Method Based on Prospect Theory for Medical Institution Selection	19
Non-linear Feature Selection Based on Convolution Neural Networks with Sparse Regularization	18
A Developmental Approach for Training Deep Belief Networks	18
Atten-GAN: Pedestrian Trajectory Prediction with GAN Based on Attention Mechanism	18
Video Summarization Using Knowledge Distillation-Based Attentive Network	17
Efficient Deep Neural Networks for Classification of Alzheimer’s Disease and Mild Cognitive Impairment from Scalp EEG Recordings	17
SRFFNet: Self-refine, Fusion and Feedback for Salient Object Detection	17
New Approach to Crop Disease Classification and Data Security in Smart Agriculture Networks	17
Organization and Priming of Long-term Memory Representations with Two-phase Plasticity	17
Contrastive-Based Removal of Negative Information in Multimodal Emotion Analysis	17
Human Vision Attention Mechanism-Inspired Temporal-Spatial Feature Pyramid for Video Saliency Detection	17
Dual Distribution Adaptation Random Forest for Fault Diagnosis: Addressing Data Distribution Variability Under Varying Working Conditions	17
Imbalanced Heart Sound Signal Classification Based on Two-Stage Trained DsaNet	17
Unmasking GAN-Generated Faces with Optimal Deep Learning and Cognitive Computing-Based Cutting-Edge Detection System	17
Large Group Decision-Making Method Based on Social Network Analysis: Integrating Evaluation Information and Trust Relationships	17

Distance from Unimodality for the Assessment of Opinion Polarization	17
eXplainable AI for Word Embeddings: A Survey	16
Vision-Enabled Large Language and Deep Learning Models for Image-Based Emotion Recognition	16
Neural Mechanisms of the Maintenance and Manipulation of Gustatory Working Memory in Orbitofrontal Cortex	16
Complex Cubic Fuzzy Einstein Averaging Aggregation Operators: Application to Decision-making Problems	16
Event Classification on Subsea Pipeline Inspection Data Using an Ensemble of Deep Learning Classifiers	16
A Non-invasive Approach for Early Alzheimer’s Detection Through Spontaneous Speech Analysis Using Deep Visibility Graphs	16
The Antagonistic Alterations of Cerebellar Functional Segregation and Integration in Athletes with Fast Demands of Visual-Motor Coordination	16
Haptic Recognition of Texture Surfaces Using Semi-Supervised Feature Learning Based on Sparse Representation	16
Prescribed-Time Sampled-Data Control for the Bipartite Consensus of Linear Multi-Agent Systems in Singed Networks	16
The Improved Ordering-Based Search Method Incorporating with Ensemble Learning	16
Optimizing Social Issues Strategies by Using Bipolar Complex Fuzzy Muirhead Mean Decision-Making Approach	16
Spiking Recurrent Neural Networks Represent Task-Relevant Neural Sequences in Rule-Dependent Computation	15
An Interpretable Neuro-symbolic Model for Raven’s Progressive Matrices Reasoning	15
CIL-Net: Densely Connected Context Information Learning Network for Boosting Thyroid Nodule Segmentation Using Ultrasound Images	15
Three-Way Decision Making Based on Data Envelopment Analysis with Interval Data	15
A Novel Weighted Averaging Operator of Linguistic Interval-Valued Intuitionistic Fuzzy Numbers for Cognitively Inspired Decision-Making	15
A Mixed Approach for Aggressive Political Discourse Analysis on Twitter	14
Inductive Multi-View Semi-supervised Learning with a Consensus Graph	14
TDGAT: Triple-Dimensional Graph Attention Networks for Exploring the Optimal Perspective for Aspect-Based Sentiment Analysis	14
A Novel Multi-modality Deepfake Detection Using Cross-Model Fusion–Based Hybrid Harris Whale Depth-Wise Separable Dense Convolutional Bi-GRU Deepfake Model	14
Category-Aware Siamese Learning Network for Few-Shot Segmentation	14
Dynamic Gesture Recognition Based on Deep 3D Natural Networks	14
Multi-Modal Generative DeepFake Detection via Visual-Language Pretraining with Gate Fusion for Cognitive Computation	14
Generative AI and Cognitive Computing-Driven Intrusion Detection System in Industrial CPS	13
The Spiking Rates Inspired Encoder and Decoder for Spiking Neural Networks: An Illustration of Hand Gesture Recognition	13
Application of Explainable Artificial Intelligence in Autism Spectrum Disorder Detection	13
Decision-Making-Based Solar Panel Selection: Sugeno-Weber Operators and Fermatean Fuzzy Distance Measure with AROMAN Methodology	13
Stein Variational Gradient Descent with Multiple Kernels	13
Aspect Based Sentiment Analysis Using Long-Short Term Memory and Weighted N-Gram Graph-Cut	13
Investigating the Influence of Scene Video on EEG-Based Evaluation of Interior Sound in Passenger Cars	13
A Novel Discrete Deep Learning–Based Cancer Classification Methodology	13
Multi-resolution Twinned Residual Auto-Encoders (MR-TRAE)—A Novel DL Model for Image Multi-resolution	12
Cognitively Inspired Group Decision-Making with Linguistic q-Rung Orthopair Fuzzy Preference Relations	12
A Novel Hyperparameter Optimization Approach for Supervised Classification: Phase Prediction of Multi-Principal Element Alloys	12
VSCA: A Sentence Matching Model Incorporating Visual Perception	12
Reconstruction of 3D Images from Human Activity by a Compound Reconstruction Model	12
Convolutionary, Evolutionary, and Revolutionary: What’s Next for Brains, Bodies, and AI?	12
A Novel Attention-Guided Generative Adversarial Network for Whisper-to-Normal Speech Conversion	12
Multi-criteria Group Decision-Making Using Complex p, q-Quasirung Orthopair Fuzzy Sets: Application in the Selection of Renewable Energy Projects for Investments	12
Deep Learning and Attention-Based Methods for Human Activity Recognition and Anticipation: A Comprehensive Review	12
Learning to Calibrate Prototypes for Few-Shot Image Classification	12
Online Signature Watermarking in the Transform Domain	12
Early Detection of Cardiovascular Disease Using AdaBoost Convolutional Random Arithmetic Trigonometric Algorithm	12
Deep, Flexible Data Embedding with Graph-Based Feature Propagation for Semi-supervised Classification	11
Snapture—a Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition	11
Automatically Constructing a Fine-Grained Sentiment Lexicon for Sentiment Analysis	11
Enhanced Multi-Class Arrhythmia Detection Using Generative Adversarial Networks for Minority Class Augmentation	11
Quasi-projective Synchronization Control of Delayed Stochastic Quaternion-Valued Fuzzy Cellular Neural Networks with Mismatched Parameters	11
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction	11
A Novel Depth-Connected Region-Based Convolutional Neural Network for Small Defect Detection in Additive Manufacturing	11
Cognitive Computing in Mental Healthcare: a Review of Methods and Technologies for Detection of Mental Disorders	11
Centroid Coordinate Ranking of Pythagorean Fuzzy Numbers and its Application in Group Decision Making	11
An Adaptive Neural Network Algorithm with Quasi Opposition-Based Learning for Numerical Optimization Problems	11
Vehicle Re-Identification by Separating Representative Spatial Features	11
An Enhanced Interactive and Multi-criteria Decision-Making (TODIM) Method with Probabilistic Dual Hesitant Fuzzy Sets for Risk Evaluation of Arctic Geopolitics	11
A Multi-task Shared Cascade Learning for Aspect Sentiment Triplet Extraction Using BERT-MRC	11
Enhanced Self-Attention-Based Rapid CNN for Detecting Dense Objects in Varying Illumination	11
Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data	11
Free-Head Gaze Estimation with Deep Learning	10
Tweet Credibility Ranker: A Credibility Features’ Fusion Model	10
Bifurcation−Driven Tipping in A Novel Bicyclic Crossed Neural Network with Multiple Time Delays	10
Prescribed-Time-Based Adaptive Optimal Control for Nonlinear Systems with Error Constraint	10
HLAE: Hierarchical Local Attention Encoder for MRI Brain Tumor Image Classification	10
A Hebbian Model to Account for Musical Expertise Differences in a Working Memory Task	10
Attention-Enabled Multi-layer Subword Joint Learning for Chinese Word Embedding	10
Insight into Hopf Bifurcation and Control Methods in Fractional Order BAM Neural Networks Incorporating Symmetric Structure and Delay	10
Motor Imagery Classification Based on Temporal-Spatial Domain Adaptation for Stroke Patients	10
Generative Adversarial Network-Assisted Framework for Power Management	10
TB-CXRNet: Tuberculosis and Drug-Resistant Tuberculosis Detection Technique Using Chest X-ray Images	10
A Biologically-Inspired Sparse Self-Representation Approach for Projected Fuzzy Double C-Means Clustering	10
Medical Named Entity Recognition Using Weakly Supervised Learning	10
SAD-GAN: A Novel Secure Anomaly Detection Framework for Enhancing the Resilience of Cyber-Physical Systems	10
EEG Signal Classification Using a Novel Universum-Based Twin Parametric-Margin Support Vector Machine	10
A Radical Cycle GAN Based Term Memory Integrated Sentiment Analysis (CyG-TMSA) Framework for Social Media Applications	10
Particle Swarm Optimization-Based Extreme Learning Machine for COVID-19 Detection	10