OOIR: Observatory of International Research

Papers

(The TQCC of Cognitive Computation is 9. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Deep Learning in Mining Biological Data	226
Pneumonia Classification Using Deep Learning from Chest X-ray Images During COVID-19	150
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations	128
Bifurcation Properties for Fractional Order Delayed BAM Neural Networks	96
Social Group Optimization–Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography Images	81
A Novel Approach for Detecting Anomalous Energy Consumption Based on Micro-Moments and Deep Neural Networks	78
Linguistic Interval-Valued Pythagorean Fuzzy Sets and Their Application to Multiple Attribute Group Decision-making Process	78
Deep Learning Approach for Early Detection of Alzheimer’s Disease	77
Handwriting Biometrics: Applications and Future Trends in e-Security and e-Health	72
Why Should We Add Early Exits to Neural Networks?	61
Binary Chimp Optimization Algorithm (BChOA): a New Binary Meta-heuristic for Solving Optimization Problems	60
Tri-Partition State Alphabet-Based Sequential Pattern for Multivariate Time Series	59
Novel Similarity Measure Based on the Transformed Right-Angled Triangles Between Intuitionistic Fuzzy Sets and its Applications	58
An Agent-Based Modeling of COVID-19: Validation, Analysis, and Recommendations	58
Shallow Convolutional Neural Network for COVID-19 Outbreak Screening Using Chest X-rays	57
Insight into Hopf Bifurcation and Control Methods in Fractional Order BAM Neural Networks Incorporating Symmetric Structure and Delay	56
Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network	55
Does Twitter Affect Stock Market Decisions? Financial Sentiment Analysis During Pandemics: A Comparative Study of the H1N1 and the COVID-19 Periods	55
Survey on Machine Learning and Deep Learning Applications in Breast Cancer Diagnosis	52
An Early Warning Tool for Predicting Mortality Risk of COVID-19 Patients Using Machine Learning	47
Exploring Personalised Autonomous Vehicles to Influence User Trust	46
A Novel Natural Language Processing (NLP)–Based Machine Translation Model for English to Pakistan Sign Language Translation	44
Autism AI: a New Autism Screening System Based on Artificial Intelligence	43
One-shot Cluster-Based Approach for the Detection of COVID–19 from Chest X–ray Images	42
COVID-19 Infection Detection from Chest X-Ray Images Using Hybrid Social Group Optimization and Support Vector Classifier	39

A Multitask Framework to Detect Depression, Sentiment and Multi-label Emotion from Suicide Notes	39
FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image Segmentation	36
COVID-19 Diagnosis via DenseNet and Optimization of Transfer Learning Setting	35
Investigating Gender Bias in BERT	34
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	34
Analysis and Prediction of COVID-19 Pandemic in Bangladesh by Using ANFIS and LSTM Network	34
A Structural Topic Modeling-Based Bibliometric Study of Sentiment Analysis Literature	33
Efficient Deep Neural Networks for Classification of Alzheimer’s Disease and Mild Cognitive Impairment from Scalp EEG Recordings	32
A Convolutional Stacked Bidirectional LSTM with a Multiplicative Attention Mechanism for Aspect Category and Sentiment Detection	31
An Effective Sarcasm Detection Approach Based on Sentimental Context and Individual Expression Habits	30
A Comparison of Deep Learning Techniques for Arterial Blood Pressure Prediction	30
COV19-CNNet and COV19-ResNet: Diagnostic Inference Engines for Early Detection of COVID-19	30
Evolutionary Multitask Optimization: a Methodological Overview, Challenges, and Future Research Directions	30
Dense Encoder-Decoder–Based Architecture for Skin Lesion Segmentation	29
Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification	29
A Picture Fuzzy Multiple Criteria Decision-Making Approach Based on the Combined TODIM-VIKOR and Entropy Weighted Method	29
Extracting Time Expressions and Named Entities with Constituent-Based Tagging Schemes	28
Non-linear Domain Adaptation in Transfer Evolutionary Optimization	27
Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images	27
Emotionally Informed Hate Speech Detection: A Multi-target Perspective	27
Dense Tissue Pattern Characterization Using Deep Neural Network	26
Forecasting Tourist Arrivals via Random Forest and Long Short-term Memory	26
Robust Visual Saliency Optimization Based on Bidirectional Markov Chains	26
Automatic Screening of COVID-19 Using an Optimized Generative Adversarial Network	25
Recognizing Emotion Cause in Conversations	24
Deep Learning Forecasting in Cryptocurrency High-Frequency Trading	23
Detection of Autism Spectrum Disorder using fMRI Functional Connectivity with Feature Selection and Deep Learning	23
A Review of Shorthand Systems: From Brachygraphy to Microtext and Beyond	23
Deep Learning–Driven Automated Detection of COVID-19 from Radiography Images: a Comparative Analysis	22
SETransformer: Speech Enhancement Transformer	22
CAT-BiGRU: Convolution and Attention with Bi-Directional Gated Recurrent Unit for Self-Deprecating Sarcasm Detection	22
Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey	21
Ten Years of Sentic Computing	21
A Neutrosophic VIKOR Method-Based Decision-Making with an Improved Distance Measure and Score Function: Case Study of Selection for Renewable Energy Alternatives	21
An Ensemble Method for Radicalization and Hate Speech Detection Online Empowered by Sentic Computing	21
Automatic Arabic Text Summarization Using Analogical Proportions	20
Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems	20
Extended Picture Fuzzy MULTIMOORA Method Based on Prospect Theory for Medical Institution Selection	19
neurolib: A Simulation Framework for Whole-Brain Neural Mass Modeling	19
When Old Meets New: Emotion Recognition from Speech Signals	19
A New GAN-Based Approach to Data Augmentation and Image Segmentation for Crack Detection in Thermal Imaging Tests	18
A Hybrid CNN-LSTM Model for Psychopathic Class Detection from Tweeter Users	18
Aspect-Based Sentiment Analysis for User Reviews	18
Multitask Learning for Complaint Identification and Sentiment Analysis	18
Mel-Frequency Cepstral Coefficient Features Based on Standard Deviation and Principal Component Analysis for Language Identification Systems	18
Deep Transfer Learning for Improved Detection of Keratoconus using Corneal Topographic Maps	17
A Deep Learning Approach for Robust, Multi-oriented, and Curved Text Detection	17
A Decade of Sentic Computing: Topic Modeling and Bibliometric Analysis	17
Echo State Networks and Long Short-Term Memory for Continuous Gesture Recognition: a Comparative Study	17
An Effective Semi-fragile Watermarking Method for Image Authentication Based on Lifting Wavelet Transform and Feed-Forward Neural Network	17

Heterogeneous Graph Network Embedding for Sentiment Analysis on Social Media	16
Recognition of Emotional States from EEG Signals with Nonlinear Regularity- and Predictability-Based Entropy Metrics	16
What You Say or How You Say It? Depression Detection Through Joint Modeling of Linguistic and Acoustic Aspects of Speech	16
Tumor Localization and Classification from MRI of Brain using Deep Convolution Neural Network and Salp Swarm Algorithm	16
Brain-Computer Interface System Based on P300 Processing with Convolutional Neural Network, Novel Speller, and Low Number of Electrodes	16
Densely Connected Deep Extreme Learning Machine Algorithm	16
To BAN or Not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection	16
Limitations of the Recall Capabilities in Delay-Based Reservoir Computing Systems	15
Understanding Violin Players’ Skill Level Based on Motion Capture: a Data-Driven Perspective	15
Hybrid Deep Learning Models for Thai Sentiment Analysis	15
A Yolo-Based Model for Breast Cancer Detection in Mammograms	15
Assessing Mobile and Smart Technology Applications for Active and Healthy Aging using a Fuzzy Collaborative Intelligence Approach	15
Using Principal Paths to Walk Through Music and Visual Art Style Spaces Induced by Convolutional Neural Networks	15
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels	15
A Robust Automated Machine Learning System with Pseudoinverse Learning	15
Design and Deployment of an Image Polarity Detector with Visual Attention	14
A Study of the Neutrosophic Set Significance on Deep Transfer Learning Models: an Experimental Case on a Limited COVID-19 Chest X-ray Dataset	14
Separable Reversible Data Hiding Based on Integer Mapping and MSB Prediction for Encrypted 3D Mesh Models	14
Surface Defect Detection Algorithm Based on Feature-Enhanced YOLO	14
Optimizing Sentiment Classification for Arabic Opinion Texts	14
Stock Price Prediction Incorporating Market Style Clustering	13
Centroid Coordinate Ranking of Pythagorean Fuzzy Numbers and its Application in Group Decision Making	13
Causal Asymmetry Analysis in the View of Concept-Cognitive Learning by Incremental Concept Tree	13
Bifurcation Study for Fractional-Order Three-Layer Neural Networks Involving Four Time Delays	13
Cascade Regression-Based Face Frontalization for Dynamic Facial Expression Analysis	13
A Novel IoT-Fog-Cloud-based Healthcare System for Monitoring and Preventing Encephalitis	13
3-Way Concept Analysis Based on 3-Valued Formal Contexts	13
Data Analysis and Forecasting of the COVID-19 Spread: A Comparison of Recurrent Neural Networks and Time Series Models	13
Improving Neural Machine Translation Model with Deep Encoding Information	13
A Novel Multiple Feature-Based Engine Knock Detection System using Sparse Bayesian Extreme Learning Machine	12
Incremental Word Vectors for Time-Evolving Sentiment Lexicon Induction	12
Short-term Airline Passenger Flow Prediction Based on the Attention Mechanism and Gated Recurrent Unit Model	12
An Integrated Deep Learning and Belief Rule Base Intelligent System to Predict Survival of COVID-19 Patient under Uncertainty	12
Relationship Identification Between Conversational Agents Using Emotion Analysis	12
WatMIF: Multimodal Medical Image Fusion-Based Watermarking for Telehealth Applications	12
A Bio-Inspired Multi-Population-Based Adaptive Backtracking Search Algorithm	11
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction	11
Parameter Transfer Deep Neural Network for Single-Modal B-Mode Ultrasound-Based Computer-Aided Diagnosis	11
MXT: A New Variant of Pyramid Vision Transformer for Multi-label Chest X-ray Image Classification	11
Analyzing Social Robotics Research with Natural Language Processing Techniques	11
FFNet: Feature Fusion Network for Few-shot Semantic Segmentation	11
A Novel Multi-attribute Group Decision-Making Method Based on q-Rung Dual Hesitant Fuzzy Information and Extended Power Average Operators	11
ML-CGAN: Conditional Generative Adversarial Network with a Meta-learner Structure for High-Quality Image Generation with Few Training Data	11
Granular Computing and Three-way Decisions for Cognitive Analytics	11
Probabilistic Dual-Hesitant Pythagorean Fuzzy Sets and Their Application in Multi-attribute Group Decision-Making	11
Ordered Weighted Averaging for Emotion-Driven Polarity Detection	11
Fuzzy Aggregated Topology Evolution for Cognitive Multi-tasks	11
Efficient Implementations of Echo State Network Cross-Validation	11
CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease	11
TraMiner: Vision-Based Analysis of Locomotion Traces for Cognitive Assessment in Smart-Homes	10
Two-way Concept-Cognitive Learning with Multi-source Fuzzy Context	10
Text Analysis of Evolving Emotions and Sentiments in COVID-19 Twitter Communication	10
Bayesian Optimisation of Large-scale Photonic Reservoir Computers	10
Online Handwriting, Signature and Touch Dynamics: Tasks and Potential Applications in the Field of Security and Health	10
Multi-segment Majority Voting Decision Fusion for MI EEG Brain-Computer Interfacing	10
Mixture Kernel Density Estimation and Remedied Correlation Matrix on the EEG-Based Copula Model for the Assessment of Visual Discomfort	10
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	10
Single and Cross-Disorder Detection for Autism and Schizophrenia	10
Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks	10
Generator-based Domain Adaptation Method with Knowledge Free for Cross-subject EEG Emotion Recognition	10
Pythagorean Fuzzy Multi-Criteria Decision Making Method Based on Multiparametric Similarity Measure	10
Multi-view Clustering with Latent Low-rank Proxy Graph Learning	10
Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus	9
Exploring Perception Uncertainty for Emotion Recognition in Dyadic Conversation and Music Listening	9
Cognitive Computing in Mental Healthcare: a Review of Methods and Technologies for Detection of Mental Disorders	9
Decoding Premovement Patterns with Task-Related Component Analysis	9
Large-Kernel Attention for 3D Medical Image Segmentation	9
Artificial Intelligence for Cognitive Health Assessment: State-of-the-Art, Open Challenges and Future Directions	9
Hyperautomation for Air Quality Evaluations: A Perspective of Evidential Three-way Decision-making	9
Music-CRN: an Efficient Content-Based Music Classification and Recommendation Network	9
Commentary on “D-Intuitionistic Hesitant Fuzzy Sets and Their Application in Multiple Attribute Decision Making”	9
Graph Convolutional Network Based on Manifold Similarity Learning	9
Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications	9
Multiple Attribute Decision Making Based on Power Muirhead Mean Operators Under 2-Tuple Linguistic Pythagorean Fuzzy Environment	9
Characterizing the Time-Varying Brain Networks of Audiovisual Integration across Frequency Bands	9
Improving Whale Optimization Algorithm with Elite Strategy and Its Application to Engineering-Design and Cloud Task Scheduling Problems	9
Deep Learning-Based Potential Ligand Prediction Framework for COVID-19 with Drug–Target Interaction Model	9