Cognitive Computation

Article	Citations
Deep Learning in Mining Biological Data	221
Pneumonia Classification Using Deep Learning from Chest X-ray Images During COVID-19	143
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations	125
Bifurcation Properties for Fractional Order Delayed BAM Neural Networks	91
Social Group Optimization–Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography Images	80
Linguistic Interval-Valued Pythagorean Fuzzy Sets and Their Application to Multiple Attribute Group Decision-making Process	78
A Novel Approach for Detecting Anomalous Energy Consumption Based on Micro-Moments and Deep Neural Networks	76
Deep Learning Approach for Early Detection of Alzheimer’s Disease	71
Handwriting Biometrics: Applications and Future Trends in e-Security and e-Health	70
Binary Chimp Optimization Algorithm (BChOA): a New Binary Meta-heuristic for Solving Optimization Problems	59
Tri-Partition State Alphabet-Based Sequential Pattern for Multivariate Time Series	59
An Agent-Based Modeling of COVID-19: Validation, Analysis, and Recommendations	57
Novel Similarity Measure Based on the Transformed Right-Angled Triangles Between Intuitionistic Fuzzy Sets and its Applications	57
Shallow Convolutional Neural Network for COVID-19 Outbreak Screening Using Chest X-rays	56
Why Should We Add Early Exits to Neural Networks?	55
Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network	53
Does Twitter Affect Stock Market Decisions? Financial Sentiment Analysis During Pandemics: A Comparative Study of the H1N1 and the COVID-19 Periods	53
Insight into Hopf Bifurcation and Control Methods in Fractional Order BAM Neural Networks Incorporating Symmetric Structure and Delay	50
An Early Warning Tool for Predicting Mortality Risk of COVID-19 Patients Using Machine Learning	47
Survey on Machine Learning and Deep Learning Applications in Breast Cancer Diagnosis	47
Exploring Personalised Autonomous Vehicles to Influence User Trust	44
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	41
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	38
COVID-19 Diagnosis via DenseNet and Optimization of Transfer Learning Setting	35
FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image Segmentation	35
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
Investigating Gender Bias in BERT	33
An Effective Sarcasm Detection Approach Based on Sentimental Context and Individual Expression Habits	30
Dense Encoder-Decoder–Based Architecture for Skin Lesion Segmentation	29
COV19-CNNet and COV19-ResNet: Diagnostic Inference Engines for Early Detection of COVID-19	29
A Comparison of Deep Learning Techniques for Arterial Blood Pressure Prediction	29
Efficient Deep Neural Networks for Classification of Alzheimer’s Disease and Mild Cognitive Impairment from Scalp EEG Recordings	29
A Convolutional Stacked Bidirectional LSTM with a Multiplicative Attention Mechanism for Aspect Category and Sentiment Detection	29
Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification	29
Evolutionary Multitask Optimization: a Methodological Overview, Challenges, and Future Research Directions	29
Extracting Time Expressions and Named Entities with Constituent-Based Tagging Schemes	28
A Picture Fuzzy Multiple Criteria Decision-Making Approach Based on the Combined TODIM-VIKOR and Entropy Weighted Method	28
Non-linear Domain Adaptation in Transfer Evolutionary Optimization	27
Robust Visual Saliency Optimization Based on Bidirectional Markov Chains	26
Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images	26
Emotionally Informed Hate Speech Detection: A Multi-target Perspective	26
Automatic Screening of COVID-19 Using an Optimized Generative Adversarial Network	25
Dense Tissue Pattern Characterization Using Deep Neural Network	24
Forecasting Tourist Arrivals via Random Forest and Long Short-term Memory	24
A Review of Shorthand Systems: From Brachygraphy to Microtext and Beyond	23
Recognizing Emotion Cause in Conversations	23
Deep Learning–Driven Automated Detection of COVID-19 from Radiography Images: a Comparative Analysis	22
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	22
CAT-BiGRU: Convolution and Attention with Bi-Directional Gated Recurrent Unit for Self-Deprecating Sarcasm Detection	22
A Neutrosophic VIKOR Method-Based Decision-Making with an Improved Distance Measure and Score Function: Case Study of Selection for Renewable Energy Alternatives	21
Detection of Autism Spectrum Disorder using fMRI Functional Connectivity with Feature Selection and Deep Learning	21
Deep Learning Forecasting in Cryptocurrency High-Frequency Trading	21
Ten Years of Sentic Computing	21
An Ensemble Method for Radicalization and Hate Speech Detection Online Empowered by Sentic Computing	20
SETransformer: Speech Enhancement Transformer	20
Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems	20
neurolib: A Simulation Framework for Whole-Brain Neural Mass Modeling	19
When Old Meets New: Emotion Recognition from Speech Signals	19
Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey	19
Automatic Arabic Text Summarization Using Analogical Proportions	18
Extended Picture Fuzzy MULTIMOORA Method Based on Prospect Theory for Medical Institution Selection	18
A Hybrid CNN-LSTM Model for Psychopathic Class Detection from Tweeter Users	18
Mel-Frequency Cepstral Coefficient Features Based on Standard Deviation and Principal Component Analysis for Language Identification Systems	18
Aspect-Based Sentiment Analysis for User Reviews	17
A New GAN-Based Approach to Data Augmentation and Image Segmentation for Crack Detection in Thermal Imaging Tests	17
An Effective Semi-fragile Watermarking Method for Image Authentication Based on Lifting Wavelet Transform and Feed-Forward Neural Network	17
Multitask Learning for Complaint Identification and Sentiment Analysis	17
Echo State Networks and Long Short-Term Memory for Continuous Gesture Recognition: a Comparative Study	16
To BAN or Not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection	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

Recognition of Emotional States from EEG Signals with Nonlinear Regularity- and Predictability-Based Entropy Metrics	16
A Decade of Sentic Computing: Topic Modeling and Bibliometric Analysis	16
A Deep Learning Approach for Robust, Multi-oriented, and Curved Text Detection	16
Hybrid Deep Learning Models for Thai Sentiment Analysis	15
Using Principal Paths to Walk Through Music and Visual Art Style Spaces Induced by Convolutional Neural Networks	15
Deep Transfer Learning for Improved Detection of Keratoconus using Corneal Topographic Maps	15
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels	15
Optimizing Sentiment Classification for Arabic Opinion Texts	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
A Robust Automated Machine Learning System with Pseudoinverse Learning	14
Tumor Localization and Classification from MRI of Brain using Deep Convolution Neural Network and Salp Swarm Algorithm	14
Heterogeneous Graph Network Embedding for Sentiment Analysis on Social Media	14
What You Say or How You Say It? Depression Detection Through Joint Modeling of Linguistic and Acoustic Aspects of Speech	14
Separable Reversible Data Hiding Based on Integer Mapping and MSB Prediction for Encrypted 3D Mesh Models	14
Limitations of the Recall Capabilities in Delay-Based Reservoir Computing Systems	14
Design and Deployment of an Image Polarity Detector with Visual Attention	14
Stock Price Prediction Incorporating Market Style Clustering	13
Centroid Coordinate Ranking of Pythagorean Fuzzy Numbers and its Application in Group Decision Making	13
Cascade Regression-Based Face Frontalization for Dynamic Facial Expression Analysis	13
Assessing Mobile and Smart Technology Applications for Active and Healthy Aging using a Fuzzy Collaborative Intelligence Approach	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
Causal Asymmetry Analysis in the View of Concept-Cognitive Learning by Incremental Concept Tree	12
3-Way Concept Analysis Based on 3-Valued Formal Contexts	12
A Yolo-Based Model for Breast Cancer Detection in Mammograms	12
Understanding Violin Players’ Skill Level Based on Motion Capture: a Data-Driven Perspective	12
Surface Defect Detection Algorithm Based on Feature-Enhanced YOLO	12
Bifurcation Study for Fractional-Order Three-Layer Neural Networks Involving Four Time Delays	12
An Integrated Deep Learning and Belief Rule Base Intelligent System to Predict Survival of COVID-19 Patient under Uncertainty	12
Parameter Transfer Deep Neural Network for Single-Modal B-Mode Ultrasound-Based Computer-Aided Diagnosis	11
Granular Computing and Three-way Decisions for Cognitive Analytics	11
Data Analysis and Forecasting of the COVID-19 Spread: A Comparison of Recurrent Neural Networks and Time Series Models	11
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction	11
Bayesian Optimisation of Large-scale Photonic Reservoir Computers	11
Fuzzy Aggregated Topology Evolution for Cognitive Multi-tasks	11
ML-CGAN: Conditional Generative Adversarial Network with a Meta-learner Structure for High-Quality Image Generation with Few Training Data	11
Analyzing Social Robotics Research with Natural Language Processing Techniques	11
WatMIF: Multimodal Medical Image Fusion-Based Watermarking for Telehealth Applications	11
Ordered Weighted Averaging for Emotion-Driven Polarity Detection	11
A Novel IoT-Fog-Cloud-based Healthcare System for Monitoring and Preventing Encephalitis	11
Short-term Airline Passenger Flow Prediction Based on the Attention Mechanism and Gated Recurrent Unit Model	11
Relationship Identification Between Conversational Agents Using Emotion Analysis	11
CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease	11
Probabilistic Dual-Hesitant Pythagorean Fuzzy Sets and Their Application in Multi-attribute Group Decision-Making	11
A Novel Multi-attribute Group Decision-Making Method Based on q-Rung Dual Hesitant Fuzzy Information and Extended Power Average Operators	11
Efficient Implementations of Echo State Network Cross-Validation	10
Pythagorean Fuzzy Multi-Criteria Decision Making Method Based on Multiparametric Similarity Measure	10
TraMiner: Vision-Based Analysis of Locomotion Traces for Cognitive Assessment in Smart-Homes	10
Mixture Kernel Density Estimation and Remedied Correlation Matrix on the EEG-Based Copula Model for the Assessment of Visual Discomfort	10
FFNet: Feature Fusion Network for Few-shot Semantic Segmentation	10
MXT: A New Variant of Pyramid Vision Transformer for Multi-label Chest X-ray Image Classification	10
Text Analysis of Evolving Emotions and Sentiments in COVID-19 Twitter Communication	10
Single and Cross-Disorder Detection for Autism and Schizophrenia	10
Graph Convolutional Network Based on Manifold Similarity Learning	9
Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications	9
Characterizing the Time-Varying Brain Networks of Audiovisual Integration across Frequency Bands	9
Multi-view Clustering with Latent Low-rank Proxy Graph Learning	9
Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks	9
Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus	9
Commentary on “D-Intuitionistic Hesitant Fuzzy Sets and Their Application in Multiple Attribute Decision Making”	9
Online Handwriting, Signature and Touch Dynamics: Tasks and Potential Applications in the Field of Security and Health	9
Deep Learning-Based Potential Ligand Prediction Framework for COVID-19 with Drug–Target Interaction Model	9
Hyperautomation for Air Quality Evaluations: A Perspective of Evidential Three-way Decision-making	9
Multiple Attribute Decision Making Based on Power Muirhead Mean Operators Under 2-Tuple Linguistic Pythagorean Fuzzy Environment	9
Joint Adaptive Graph Learning and Discriminative Analysis for Unsupervised Feature Selection	8
Improving Whale Optimization Algorithm with Elite Strategy and Its Application to Engineering-Design and Cloud Task Scheduling Problems	8
Decoding Premovement Patterns with Task-Related Component Analysis	8
Automatically Building Financial Sentiment Lexicons While Accounting for Negation	8
Large-Kernel Attention for 3D Medical Image Segmentation	8
A Cognitive Information-Based Decision-Making Algorithm Using Interval-Valued q-Rung Picture Fuzzy Numbers and Heronian Mean Operators	8
Multi-segment Majority Voting Decision Fusion for MI EEG Brain-Computer Interfacing	8
A Novel Functional Link Network Stacking Ensemble with Fractal Features for Multichannel Fall Detection	8
Deep Transfer Learning on the Aggregated Dataset for Face Presentation Attack Detection	8
Particle Swarm Optimization-Based Extreme Learning Machine for COVID-19 Detection	8
A Bio-Inspired Multi-Population-Based Adaptive Backtracking Search Algorithm	8
Exploring Perception Uncertainty for Emotion Recognition in Dyadic Conversation and Music Listening	8
Detection of Sociolinguistic Features in Digital Social Networks for the Detection of Communities	8
Three-Way Image Classification with Evidential Deep Convolutional Neural Networks	8
Multi-task Pruning via Filter Index Sharing: A Many-Objective Optimization Approach	8

Neural Network–Based Event-Triggered Adaptive Control Algorithms for Uncertain Nonlinear Systems with Actuator Failures	8
A Fuzzy Collaborative Intelligence Approach to Group Decision-Making: a Case Study of Post-COVID-19 Restaurant Transformation	8
Artificial Intelligence for Cognitive Health Assessment: State-of-the-Art, Open Challenges and Future Directions	8
Generator-based Domain Adaptation Method with Knowledge Free for Cross-subject EEG Emotion Recognition	8
Principal Component Analysis Applications in COVID-19 Genome Sequence Studies	8
Cognitive Computing in Mental Healthcare: a Review of Methods and Technologies for Detection of Mental Disorders	8
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment	8
A Multilayer Network-Based Approach to Represent, Explore and Handle Convolutional Neural Networks	8
Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication	8
A Graph-based Semi-supervised Multi-label Learning Method Based on Label Correlation Consistency	8
A Calibration-free Approach to Implementing P300-based Brain–computer Interface	8
Adaptive Three-Way C-Means Clustering Based on the Cognition of Distance Stability	8
Two-way Concept-Cognitive Learning with Multi-source Fuzzy Context	8
Comparative Analytical Survey on Cognitive Agents with Emotional Intelligence	7
LightAdam: Towards a Fast and Accurate Adaptive Momentum Online Algorithm	7
Visual-LiDAR SLAM Based on Unsupervised Multi-channel Deep Neural Networks	7
Modeling Tweet Dependencies with Graph Convolutional Networks for Sentiment Analysis	7
Human Vision Attention Mechanism-Inspired Temporal-Spatial Feature Pyramid for Video Saliency Detection	7
Some Information Measures Based on Centroid, Orthocenter, Circumcenter and Incenter Points of Transformed Triangular Fuzzy Numbers and their Applications	7
Multi-attribute Cognitive Decision Making via Convex Combination of Weighted Vector Similarity Measures for Single-Valued Neutrosophic Sets	7
Music-CRN: an Efficient Content-Based Music Classification and Recommendation Network	7
A Bibliometric Study and Science Mapping Research of Intelligent Decision	7
Three-way Bayesian Confirmation in Classifications	7
Imbalanced Heart Sound Signal Classification Based on Two-Stage Trained DsaNet	7
A Developmental Approach for Training Deep Belief Networks	7
An Adaptive Fuzzy Predictive Controller with Hysteresis Compensation for Piezoelectric Actuators	7
Brain-Inspired Active Learning Architecture for Procedural Knowledge Understanding Based on Human-Robot Interaction	7
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition	6
A Novel Visual-Textual Sentiment Analysis Framework for Social Media Data	6
Clustering Ensemble Based on Sample’s Certainty	6
Three-Way Decision Models Based on Multi-granulation Rough Intuitionistic Hesitant Fuzzy Sets	6
Bifurcation and Oscillations of a Multi-ring Coupling Neural Network with Discrete Delays	6
MTFFNet: a Multi-task Feature Fusion Framework for Chinese Painting Classification	6
Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge	6
A Context-Based Disambiguation Model for Sentiment Concepts Using a Bag-of-Concepts Approach	6
EEG Signal Classification Using a Novel Universum-Based Twin Parametric-Margin Support Vector Machine	6
Multistage Model for Robust Face Alignment Using Deep Neural Networks	6
Automated Detection Approaches to Autism Spectrum Disorder Based on Human Activity Analysis: A Review	6
A Graph-Based Deep Reinforcement Learning Approach to Grasping Fully Occluded Objects	6
An Improved Neuro-fuzzy Generalized Predictive Control of Ultra-supercritical Power Plant	6
Attribute Reduction Algorithms Determined by Invariants for Decision Tables	6
Pronunciation-Enhanced Chinese Word Embedding	6
Road Segmentation from High-Fidelity Remote Sensing Images using a Context Information Capture Network	6
Discriminative Dictionary Design for Action Classification in Still Images and Videos	6
Differential Privacy in Cognitive Radio Networks: A Comprehensive Survey	6
Text Classification with Attention Gated Graph Neural Network	6
Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks	6
Sentic Computing for Aspect-Based Opinion Summarization Using Multi-Head Attention with Feature Pooled Pointer Generator Network	6
CSA6D: Channel-Spatial Attention Networks for 6D Object Pose Estimation	6
Isomorphic Relationship Between $$\mathbf {L}$$-three-way Concept Lattices	6
Mine Microseismic Time Series Data Integrated Classification Based on Improved Wavelet Decomposition and ELM	6
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer	6
A Survey on Sentiment Analysis in Persian: a Comprehensive System Perspective Covering Challenges and Advances in Resources and Methods	6
Density Peaks Clustering Based on Jaccard Similarity and Label Propagation	6
Automatic Assessment of Motor Impairments in Autism Spectrum Disorders: A Systematic Review	5
COVID-19 Detection: A Systematic Review of Machine and Deep Learning-Based Approaches Utilizing Chest X-Rays and CT Scans	5
A Novel Approach for Tuning of Fluidic Resistance in Deterministic Lateral Displacement Array for Enhanced Separation of Circulating Tumor Cells	5
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM	5
Deep Learning Based Traffic Prediction Method for Digital Twin Network	5
Explainable Artificial Intelligence in Alzheimer’s Disease Classification: A Systematic Review	5
Course Recommendation based on Sequences: An Evolutionary Search of Emerging Sequential Patterns	5
Iris Segmentation Using Feature Channel Optimization for Noisy Environments	5
Optimal Granule Combination Selection Based on Multi-Granularity Triadic Concept Analysis	5
Cognitively Enhanced Versions of Capuchin Search Algorithm for Feature Selection in Medical Diagnosis: a COVID-19 Case Study	5
Scaffold-A549: A Benchmark 3D Fluorescence Image Dataset for Unsupervised Nuclei Segmentation	5
Social Media Sentiment Analysis Based on Dependency Graph and Co-occurrence Graph	5
Shaping Emotions in Negotiation: a Nash Bargaining Solution	5
Consensus Building in Multi-criteria Group Decision-Making with Single-Valued Neutrosophic Sets	5
Deep Recurrent Regression with a Heatmap Coupling Module for Facial Landmarks Detection	5
A Mixed Approach for Aggressive Political Discourse Analysis on Twitter	5
Vector Symbolic Architectures for Context-Free Grammars	5
Performance Evaluation of Human Resources Based on Linguistic Neutrosophic Maclaurin Symmetric Mean Operators	5
Automatic Expansion of Domain-Specific Affective Models for Web Intelligence Applications	4
Deep Non-linear and Unbiased Deep Decisive Pooling Learning–Based Opinion Mining of Customer Review	4
MvInf: Social Influence Prediction with Multi-view Graph Attention Learning	4
A Multi-Granularity Information-Based Method for Learning High-Dimensional Bayesian Network Structures	4
PS-Net: Progressive Selection Network for Salient Object Detection	4
Feature Selection of Network Data VIA ℓ2,p Regularization	4
Cognitively Inspired Multi-attribute Decision-making Methods Under Uncertainty: a State-of-the-art Survey	4
1D Multi-Point Local Ternary Pattern: A Novel Feature Extraction Method for Analyzing Cognitive Engagement of students in Flipped Learning Pedagogy	4
Atten-GAN: Pedestrian Trajectory Prediction with GAN Based on Attention Mechanism	4
Observer and Command-Filter-Based Adaptive Neural Network Control Algorithms for Nonlinear Multi-agent Systems with Input Delay	4
Embeddings Evaluation Using a Novel Measure of Semantic Similarity	4
Automatic Detection of Melanins and Sebums from Skin Images Using a Generative Adversarial Network	4
Constructing Robust Fuzzy Rough Set Models Based on Three-way Decisions	4
A Revised Picture Fuzzy Linguistic Aggregation Operator and Its Application to Group Decision-Making	4
NILRNN: A Neocortex-Inspired Locally Recurrent Neural Network for Unsupervised Feature Learning in Sequential Data	4
Integrating Metamaterial Antenna Node and LiFi for Privacy Preserving Intelligent COVID-19 Hospital Patient Management	4
A Novel Robust Soft-Computed Range-Free Localization Algorithm Against Malicious Anchor Nodes	4
Three-way Conflict Analysis: Alliance, Conflict, and Neutrality Reducts of Three-valued Situation Tables	4
TEDT: Transformer-Based Encoding–Decoding Translation Network for Multimodal Sentiment Analysis	4
Accurate Emotion Recognition Utilizing Extracted EEG Sources as Graph Neural Network Nodes	4
Resonating Minds—Emergent Collaboration Through Hierarchical Active Inference	4
Aspect Sentiment Triplet Extraction Incorporating Syntactic Constituency Parsing Tree and Commonsense Knowledge Graph	4
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks	4