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 2020-11-01 to 2024-11-01.)

Article	Citations
Deep Learning in Mining Biological Data	255
Pneumonia Classification Using Deep Learning from Chest X-ray Images During COVID-19	166
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	137
Deep Learning Approach for Early Detection of Alzheimer’s Disease	107
Bifurcation Properties for Fractional Order Delayed BAM Neural Networks	101
Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network	68
Binary Chimp Optimization Algorithm (BChOA): a New Binary Meta-heuristic for Solving Optimization Problems	65
Survey on Machine Learning and Deep Learning Applications in Breast Cancer Diagnosis	60
Novel Similarity Measure Based on the Transformed Right-Angled Triangles Between Intuitionistic Fuzzy Sets and its Applications	60
Does Twitter Affect Stock Market Decisions? Financial Sentiment Analysis During Pandemics: A Comparative Study of the H1N1 and the COVID-19 Periods	58
Tri-Partition State Alphabet-Based Sequential Pattern for Multivariate Time Series	57
Insight into Hopf Bifurcation and Control Methods in Fractional Order BAM Neural Networks Incorporating Symmetric Structure and Delay	56
Shallow Convolutional Neural Network for COVID-19 Outbreak Screening Using Chest X-rays	53
An Early Warning Tool for Predicting Mortality Risk of COVID-19 Patients Using Machine Learning	53
An Agent-Based Modeling of COVID-19: Validation, Analysis, and Recommendations	51
A Multitask Framework to Detect Depression, Sentiment and Multi-label Emotion from Suicide Notes	49
FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image Segmentation	44
COVID-19 Infection Detection from Chest X-Ray Images Using Hybrid Social Group Optimization and Support Vector Classifier	44
Investigating Gender Bias in BERT	43
One-shot Cluster-Based Approach for the Detection of COVID–19 from Chest X–ray Images	42
Dense Tissue Pattern Characterization Using Deep Neural Network	42
Efficient Deep Neural Networks for Classification of Alzheimer’s Disease and Mild Cognitive Impairment from Scalp EEG Recordings	41
Analysis and Prediction of COVID-19 Pandemic in Bangladesh by Using ANFIS and LSTM Network	39
Evolutionary Multitask Optimization: a Methodological Overview, Challenges, and Future Research Directions	38
An Effective Sarcasm Detection Approach Based on Sentimental Context and Individual Expression Habits	37

Recognizing Emotion Cause in Conversations	36
A Convolutional Stacked Bidirectional LSTM with a Multiplicative Attention Mechanism for Aspect Category and Sentiment Detection	35
A Comparison of Deep Learning Techniques for Arterial Blood Pressure Prediction	35
COVID-19 Diagnosis via DenseNet and Optimization of Transfer Learning Setting	34
COV19-CNNet and COV19-ResNet: Diagnostic Inference Engines for Early Detection of COVID-19	34
A Picture Fuzzy Multiple Criteria Decision-Making Approach Based on the Combined TODIM-VIKOR and Entropy Weighted Method	32
Emotionally Informed Hate Speech Detection: A Multi-target Perspective	32
Detection of Autism Spectrum Disorder using fMRI Functional Connectivity with Feature Selection and Deep Learning	31
Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images	31
Non-linear Domain Adaptation in Transfer Evolutionary Optimization	30
Dense Encoder-Decoder–Based Architecture for Skin Lesion Segmentation	30
Automatic Screening of COVID-19 Using an Optimized Generative Adversarial Network	27
Deep Learning Forecasting in Cryptocurrency High-Frequency Trading	27
Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey	27
CAT-BiGRU: Convolution and Attention with Bi-Directional Gated Recurrent Unit for Self-Deprecating Sarcasm Detection	26
Surface Defect Detection Algorithm Based on Feature-Enhanced YOLO	25
Mel-Frequency Cepstral Coefficient Features Based on Standard Deviation and Principal Component Analysis for Language Identification Systems	25
Explainable Artificial Intelligence in Alzheimer’s Disease Classification: A Systematic Review	25
neurolib: A Simulation Framework for Whole-Brain Neural Mass Modeling	25
Aspect-Based Sentiment Analysis for User Reviews	25
A Yolo-Based Model for Breast Cancer Detection in Mammograms	24
Extended Picture Fuzzy MULTIMOORA Method Based on Prospect Theory for Medical Institution Selection	23
Multitask Learning for Complaint Identification and Sentiment Analysis	23
Artificial Intelligence for Cognitive Health Assessment: State-of-the-Art, Open Challenges and Future Directions	22
SETransformer: Speech Enhancement Transformer	22
Heterogeneous Graph Network Embedding for Sentiment Analysis on Social Media	22
A New GAN-Based Approach to Data Augmentation and Image Segmentation for Crack Detection in Thermal Imaging Tests	22
Ten Years of Sentic Computing	22
An Ensemble Method for Radicalization and Hate Speech Detection Online Empowered by Sentic Computing	22
Deep Transfer Learning for Improved Detection of Keratoconus using Corneal Topographic Maps	21
When Old Meets New: Emotion Recognition from Speech Signals	21
Separable Reversible Data Hiding Based on Integer Mapping and MSB Prediction for Encrypted 3D Mesh Models	20
A Novel IoT-Fog-Cloud-based Healthcare System for Monitoring and Preventing Encephalitis	20
Deep Learning–Driven Automated Detection of COVID-19 from Radiography Images: a Comparative Analysis	19
A Hybrid CNN-LSTM Model for Psychopathic Class Detection from Tweeter Users	19
Tumor Localization and Classification from MRI of Brain using Deep Convolution Neural Network and Salp Swarm Algorithm	19
A Decade of Sentic Computing: Topic Modeling and Bibliometric Analysis	18
A Deep Learning Approach for Robust, Multi-oriented, and Curved Text Detection	18
Recognition of Emotional States from EEG Signals with Nonlinear Regularity- and Predictability-Based Entropy Metrics	18
CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease	18
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction	18
Hybrid Deep Learning Models for Thai Sentiment Analysis	17
WatMIF: Multimodal Medical Image Fusion-Based Watermarking for Telehealth Applications	17
Granular Computing and Three-way Decisions for Cognitive Analytics	17
A Bio-Inspired Multi-Population-Based Adaptive Backtracking Search Algorithm	17
Optimizing Sentiment Classification for Arabic Opinion Texts	17
What You Say or How You Say It? Depression Detection Through Joint Modeling of Linguistic and Acoustic Aspects of Speech	16
A Study of the Neutrosophic Set Significance on Deep Transfer Learning Models: an Experimental Case on a Limited COVID-19 Chest X-ray Dataset	16
A Robust Automated Machine Learning System with Pseudoinverse Learning	16
To BAN or Not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection	16

MXT: A New Variant of Pyramid Vision Transformer for Multi-label Chest X-ray Image Classification	16
Three-Way Image Classification with Evidential Deep Convolutional Neural Networks	16
Particle Swarm Optimization-Based Extreme Learning Machine for COVID-19 Detection	15
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	15
Stock Price Prediction Incorporating Market Style Clustering	15
Two-way Concept-Cognitive Learning with Multi-source Fuzzy Context	15
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels	15
Using Principal Paths to Walk Through Music and Visual Art Style Spaces Induced by Convolutional Neural Networks	15
Data Analysis and Forecasting of the COVID-19 Spread: A Comparison of Recurrent Neural Networks and Time Series Models	15
Centroid Coordinate Ranking of Pythagorean Fuzzy Numbers and its Application in Group Decision Making	15
Assessing Mobile and Smart Technology Applications for Active and Healthy Aging using a Fuzzy Collaborative Intelligence Approach	15
Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus	14
Causal Asymmetry Analysis in the View of Concept-Cognitive Learning by Incremental Concept Tree	14
Cascade Regression-Based Face Frontalization for Dynamic Facial Expression Analysis	14
State-of-the-Art of Stress Prediction from Heart Rate Variability Using Artificial Intelligence	14
Bifurcation Study for Fractional-Order Three-Layer Neural Networks Involving Four Time Delays	14
3-Way Concept Analysis Based on 3-Valued Formal Contexts	13
Improving Neural Machine Translation Model with Deep Encoding Information	13
Relationship Identification Between Conversational Agents Using Emotion Analysis	13
Short-term Airline Passenger Flow Prediction Based on the Attention Mechanism and Gated Recurrent Unit Model	13
FFNet: Feature Fusion Network for Few-shot Semantic Segmentation	13
Design and Deployment of an Image Polarity Detector with Visual Attention	13
Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks	13
Automatically Building Financial Sentiment Lexicons While Accounting for Negation	12
Fuzzy Aggregated Topology Evolution for Cognitive Multi-tasks	12
Efficient Implementations of Echo State Network Cross-Validation	12
Multi-segment Majority Voting Decision Fusion for MI EEG Brain-Computer Interfacing	12
Probabilistic Dual-Hesitant Pythagorean Fuzzy Sets and Their Application in Multi-attribute Group Decision-Making	12
Commentary on “D-Intuitionistic Hesitant Fuzzy Sets and Their Application in Multiple Attribute Decision Making”	12
An Integrated Deep Learning and Belief Rule Base Intelligent System to Predict Survival of COVID-19 Patient under Uncertainty	12
A Novel Multiple Feature-Based Engine Knock Detection System using Sparse Bayesian Extreme Learning Machine	12
Comparative Analytical Survey on Cognitive Agents with Emotional Intelligence	12
A Developmental Approach for Training Deep Belief Networks	12
COVID-19 Detection: A Systematic Review of Machine and Deep Learning-Based Approaches Utilizing Chest X-Rays and CT Scans	12
Analyzing Social Robotics Research with Natural Language Processing Techniques	12
Cognitively Enhanced Versions of Capuchin Search Algorithm for Feature Selection in Medical Diagnosis: a COVID-19 Case Study	12
Single and Cross-Disorder Detection for Autism and Schizophrenia	12
Large-Kernel Attention for 3D Medical Image Segmentation	12
A Graph-Based Deep Reinforcement Learning Approach to Grasping Fully Occluded Objects	12
Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications	12
Text Analysis of Evolving Emotions and Sentiments in COVID-19 Twitter Communication	12
Generator-based Domain Adaptation Method with Knowledge Free for Cross-subject EEG Emotion Recognition	12
A Novel Multi-attribute Group Decision-Making Method Based on q-Rung Dual Hesitant Fuzzy Information and Extended Power Average Operators	12
Course Recommendation based on Sequences: An Evolutionary Search of Emerging Sequential Patterns	11
Enhanced Quantum-Secure Ensemble Intrusion Detection Techniques for Cloud Based on Deep Learning	11
TEDT: Transformer-Based Encoding–Decoding Translation Network for Multimodal Sentiment Analysis	11
Improving Whale Optimization Algorithm with Elite Strategy and Its Application to Engineering-Design and Cloud Task Scheduling Problems	11
Decoding Premovement Patterns with Task-Related Component Analysis	11
TraMiner: Vision-Based Analysis of Locomotion Traces for Cognitive Assessment in Smart-Homes	11
Incremental Word Vectors for Time-Evolving Sentiment Lexicon Induction	11
Mixture Kernel Density Estimation and Remedied Correlation Matrix on the EEG-Based Copula Model for the Assessment of Visual Discomfort	11
Ordered Weighted Averaging for Emotion-Driven Polarity Detection	11
ML-CGAN: Conditional Generative Adversarial Network with a Meta-learner Structure for High-Quality Image Generation with Few Training Data	11
Online Handwriting, Signature and Touch Dynamics: Tasks and Potential Applications in the Field of Security and Health	11
Pythagorean Fuzzy Multi-Criteria Decision Making Method Based on Multiparametric Similarity Measure	11
Music-CRN: an Efficient Content-Based Music Classification and Recommendation Network	11
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	11
Human Vision Attention Mechanism-Inspired Temporal-Spatial Feature Pyramid for Video Saliency Detection	10
Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge	10
Visual-LiDAR SLAM Based on Unsupervised Multi-channel Deep Neural Networks	10
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	10
Bayesian Optimisation of Large-scale Photonic Reservoir Computers	10
A Multilayer Network-Based Approach to Represent, Explore and Handle Convolutional Neural Networks	10
A Cognitive Information-Based Decision-Making Algorithm Using Interval-Valued q-Rung Picture Fuzzy Numbers and Heronian Mean Operators	10
A Fuzzy Collaborative Intelligence Approach to Group Decision-Making: a Case Study of Post-COVID-19 Restaurant Transformation	10
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer	10
Principal Component Analysis Applications in COVID-19 Genome Sequence Studies	10
Cognitive Computing in Mental Healthcare: a Review of Methods and Technologies for Detection of Mental Disorders	10
Transforming Conversations with AI—A Comprehensive Study of ChatGPT	10
Three-way Bayesian Confirmation in Classifications	10
MTFFNet: a Multi-task Feature Fusion Framework for Chinese Painting Classification	10
A Calibration-free Approach to Implementing P300-based Brain–computer Interface	10
Hyperautomation for Air Quality Evaluations: A Perspective of Evidential Three-way Decision-making	10
Joint Adaptive Graph Learning and Discriminative Analysis for Unsupervised Feature Selection	10
Multi-view Clustering with Latent Low-rank Proxy Graph Learning	10