Computational Intelligence and Neuroscience

Article	Citations
Prediction of Heart Disease Using a Combination of Machine Learning and Deep Learning	256
EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities	172
Breast Cancer Detection on Histopathological Images Using a Composite Dilated Backbone Network	107
Social Network Search for Solving Engineering Optimization Problems	104
Tuna Swarm Optimization: A Novel Swarm-Based Metaheuristic Algorithm for Global Optimization	87
A New Steel Defect Detection Algorithm Based on Deep Learning	86
Deep Learning Model for the Automatic Classification of White Blood Cells	83
Edge AI-Based Automated Detection and Classification of Road Anomalies in VANET Using Deep Learning	78
Real-Time Twitter Spam Detection and Sentiment Analysis using Machine Learning and Deep Learning Techniques	76
A Lightweight Hybrid Dilated Ghost Model-Based Approach for the Prognosis of Breast Cancer	73
Deep Learning-Based Methods for Sentiment Analysis on Nepali COVID-19-Related Tweets	71
A Smart Healthcare Recommendation System for Multidisciplinary Diabetes Patients with Data Fusion Based on Deep Ensemble Learning	67
EEG-Based Epileptic Seizure Detection via Machine/Deep Learning Approaches: A Systematic Review	65
Taxonomy of Adaptive Neuro-Fuzzy Inference System in Modern Engineering Sciences	65
Driver Fatigue Detection Based on Convolutional Neural Networks Using EM-CNN	65
A Decisive Metaheuristic Attribute Selector Enabled Combined Unsupervised-Supervised Model for Chronic Disease Risk Assessment	62
Intrusion Detection System for IoT Based on Deep Learning and Modified Reptile Search Algorithm	61
Object-Based Image Retrieval Using the U-Net-Based Neural Network	60
Deep-Stacking Network Approach by Multisource Data Mining for Hazardous Risk Identification in IoT-Based Intelligent Food Management Systems	60
Enhancement of Detection of Diabetic Retinopathy Using Harris Hawks Optimization with Deep Learning Model	59
Combined Economic Emission Dispatch of Microgrid with the Incorporation of Renewable Energy Sources Using Improved Mayfly Optimization Algorithm	58
Classification and Detection of Autism Spectrum Disorder Based on Deep Learning Algorithms	57
CNN Based Multiclass Brain Tumor Detection Using Medical Imaging	55
A Learning Sparrow Search Algorithm	55
Improved Classification of White Blood Cells with the Generative Adversarial Network and Deep Convolutional Neural Network	53

Vision Sensor-Based Real-Time Fire Detection in Resource-Constrained IoT Environments	52
Supervised Machine Learning Empowered Multifactorial Genetic Inheritance Disorder Prediction	52
A New Initialization Approach in Particle Swarm Optimization for Global Optimization Problems	49
A Novel Text Mining Approach for Mental Health Prediction Using Bi-LSTM and BERT Model	49
Internet of Medical Things (IoMT)-Based Smart Healthcare System: Trends and Progress	47
An Intelligent Proposed Model for Task Offloading in Fog-Cloud Collaboration Using Logistics Regression	47
A Complete Process of Text Classification System Using State-of-the-Art NLP Models	47
Facial Expression Recognition with LBP and ORB Features	46
A Novel Framework Based on Deep Learning and ANOVA Feature Selection Method for Diagnosis of COVID-19 Cases from Chest X-Ray Images	45
Deep Learning for Retail Product Recognition: Challenges and Techniques	45
Secure Health Monitoring Communication Systems Based on IoT and Cloud Computing for Medical Emergency Applications	44
Machine Learning and Image Processing Enabled Evolutionary Framework for Brain MRI Analysis for Alzheimer’s Disease Detection	44
Deep Ensemble Model for Classification of Novel Coronavirus in Chest X-Ray Images	43
Method for Diagnosis of Acute Lymphoblastic Leukemia Based on ViT-CNN Ensemble Model	43
AdaBoost Ensemble Methods Using K-Fold Cross Validation for Survivability with the Early Detection of Heart Disease	43
Wearable Sensor-Based Human Activity Recognition in the Smart Healthcare System	43
Dynamic Gesture Recognition Algorithm Based on 3D Convolutional Neural Network	43
A New Model for Brain Tumor Detection Using Ensemble Transfer Learning and Quantum Variational Classifier	42
Blockchain-Based Trust Management Framework for Cloud Computing-Based Internet of Medical Things (IoMT): A Systematic Review	41
A Hybrid Feature Extraction Method for Nepali COVID-19-Related Tweets Classification	41
Emergence of Deep Learning in Knee Osteoarthritis Diagnosis	41
A Robust and Novel Approach for Brain Tumor Classification Using Convolutional Neural Network	41
Prevalence and Early Prediction of Diabetes Using Machine Learning in North Kashmir: A Case Study of District Bandipora	40
Applying Dynamic Systems to Social Media by Using Controlling Stability	40
Pigeon Inspired Optimization with Encryption Based Secure Medical Image Management System	40
Blockchain-Based Digital Twins Collaboration for Smart Pandemic Alerting: Decentralized COVID-19 Pandemic Alerting Use Case	39
An Optimized Approach for Prostate Image Segmentation Using K-Means Clustering Algorithm with Elbow Method	39
Banana Plant Disease Classification Using Hybrid Convolutional Neural Network	39
Modified Support Vector Machine for Detecting Stress Level Using EEG Signals	39
Clinical Data Analysis for Prediction of Cardiovascular Disease Using Machine Learning Techniques	39
A Computer-Aided Diagnosis System Using Deep Learning for Multiclass Skin Lesion Classification	38
An IoMT-Enabled Smart Healthcare Model to Monitor Elderly People Using Machine Learning Technique	38
IoT Workflow Scheduling Using Intelligent Arithmetic Optimization Algorithm in Fog Computing	38
Machine Learning and IoT-Based Waste Management Model	38
A Novel and Effective Brain Tumor Classification Model Using Deep Feature Fusion and Famous Machine Learning Classifiers	38
Hyperspectral Image Classification Model Using Squeeze and Excitation Network with Deep Learning	38
Improving the Performance of Machine Learning-Based Network Intrusion Detection Systems on the UNSW-NB15 Dataset	37
Deploying Machine Learning Techniques for Human Emotion Detection	36
Improved Sparrow Search Algorithm Based on Iterative Local Search	36
Research on Economic Optimization of Microgrid Cluster Based on Chaos Sparrow Search Algorithm	36
A Lightweight Convolutional Neural Network Model for Liver Segmentation in Medical Diagnosis	36
Human-Computer Interaction with Detection of Speaker Emotions Using Convolution Neural Networks	36
Enabling Artificial Intelligence of Things (AIoT) Healthcare Architectures and Listing Security Issues	36
BrainNet: Optimal Deep Learning Feature Fusion for Brain Tumor Classification	35
Breast Cancer Pathological Image Classification Based on the Multiscale CNN Squeeze Model	35
Eye-Tracking Analysis for Emotion Recognition	35
Efficient 3D AlexNet Architecture for Object Recognition Using Syntactic Patterns from Medical Images	35
Z-Shaped Transfer Functions for Binary Particle Swarm Optimization Algorithm	35
Smart Heart Disease Prediction System with IoT and Fog Computing Sectors Enabled by Cascaded Deep Learning Model	34
A Blockchain-Based Federated Learning Method for Smart Healthcare	34

(3, 2)-Fuzzy Sets and Their Applications to Topology and Optimal Choices	34
Spoken Language Identification Using Deep Learning	34
Yoga Pose Estimation and Feedback Generation Using Deep Learning	34
Using Identity-Based Cryptography as a Foundation for an Effective and Secure Cloud Model for E-Health	34
A Novel Hybrid Deep Learning Model for Metastatic Cancer Detection	34
Machine Learning Implementation of a Diabetic Patient Monitoring System Using Interactive E-App	34
Generative Adversarial Network Technologies and Applications in Computer Vision	34
Mask Detection and Social Distance Identification Using Internet of Things and Faster R-CNN Algorithm	34
ResNet-50 for 12-Lead Electrocardiogram Automated Diagnosis	33
Classification of Hematoxylin and Eosin-Stained Breast Cancer Histology Microscopy Images Using Transfer Learning with EfficientNets	33
Facial Expression Recognition of Instructor Using Deep Features and Extreme Learning Machine	33
Hyperspectral Image Classification: Potentials, Challenges, and Future Directions	33
FWNNet: Presentation of a New Classifier of Brain Tumor Diagnosis Based on Fuzzy Logic and the Wavelet-Based Neural Network Using Machine-Learning Methods	33
A New Random Forest Algorithm Based on Learning Automata	32
AI-Based Prediction of Capital Structure: Performance Comparison of ANN SVM and LR Models	32
Classification of Citrus Diseases Using Optimization Deep Learning Approach	32
Application of Intelligent Paradigm through Neural Networks for Numerical Solution of Multiorder Fractional Differential Equations	32
Genetic CFL: Hyperparameter Optimization in Clustered Federated Learning	32
Remaining Useful Life Estimation Using Deep Convolutional Generative Adversarial Networks Based on an Autoencoder Scheme	31
Comparative Analysis of Deepfake Image Detection Method Using Convolutional Neural Network	31
Implementation of Combined Machine Learning with the Big Data Model in IoMT Systems for the Prediction of Network Resource Consumption and Improving the Data Delivery	30
Vision Transformer and Deep Sequence Learning for Human Activity Recognition in Surveillance Videos	30
Classification of Arrhythmia in Heartbeat Detection Using Deep Learning	30
Comparison and Validation of Deep Learning Models for the Diagnosis of Pneumonia	30
Using Deep Convolutional Neural Networks for Image-Based Diagnosis of Nutrient Deficiencies in Rice	30
A New Image Classification Approach via Improved MobileNet Models with Local Receptive Field Expansion in Shallow Layers	30
Automatic Building Extraction on Satellite Images Using Unet and ResNet50	29
Timely Diagnosis of Acute Lymphoblastic Leukemia Using Artificial Intelligence-Oriented Deep Learning Methods	29
Machine Learning for Smart Environments in B5G Networks: Connectivity and QoS	29
Abstractive Arabic Text Summarization Based on Deep Learning	29
Providing an Adaptive Routing along with a Hybrid Selection Strategy to Increase Efficiency in NoC-Based Neuromorphic Systems	28
Green Supplier Selection Using Fuzzy Multiple-Criteria Decision-Making Methods and Artificial Neural Networks	28
A Graph-Related High-Order Neural Network Architecture via Feature Aggregation Enhancement for Identification Application of Diseases and Pests	28
IOTEML: An Internet of Things (IoT)-Based Enhanced Machine Learning Model for Tumour Investigation	28
Ensemble of Deep Learning Based Clinical Decision Support System for Chronic Kidney Disease Diagnosis in Medical Internet of Things Environment	28
Research on Grain Food Blockchain Traceability Information Management Model Based on Master-Slave Multichain	28
Sign Language Recognition for Arabic Alphabets Using Transfer Learning Technique	28
Explainable AI in Diagnosing and Anticipating Leukemia Using Transfer Learning Method	27
An Efficient Cancer Classification Model Using Microarray and High-Dimensional Data	27
A Novel Approach for Feature Selection and Classification of Diabetes Mellitus: Machine Learning Methods	27
PSOWNNs-CNN: A Computational Radiology for Breast Cancer Diagnosis Improvement Based on Image Processing Using Machine Learning Methods	27
A Defect Detection Method for Rail Surface and Fasteners Based on Deep Convolutional Neural Network	27
A Hybrid Model for Leaf Diseases Classification Based on the Modified Deep Transfer Learning and Ensemble Approach for Agricultural AIoT-Based Monitoring	27
A Hybrid SSA and SMA with Mutation Opposition-Based Learning for Constrained Engineering Problems	27
Advanced Deep Learning Human Herpes Virus 6 (HHV-6) Molecular Detection in Understanding Human Infertility	27
Rethinking U-Net from an Attention Perspective with Transformers for Osteosarcoma MRI Image Segmentation	27
Ensemble Framework of Deep CNNs for Diabetic Retinopathy Detection	26
Machine Translation System Using Deep Learning for English to Urdu	26
Hypertuned Deep Convolutional Neural Network for Sign Language Recognition	26
Novel Crow Swarm Optimization Algorithm and Selection Approach for Optimal Deep Learning COVID-19 Diagnostic Model	26
Blended Ensemble Learning Prediction Model for Strengthening Diagnosis and Treatment of Chronic Diabetes Disease	26
Olive Disease Classification Based on Vision Transformer and CNN Models	26
Diagnosis of Retinal Diseases Based on Bayesian Optimization Deep Learning Network Using Optical Coherence Tomography Images	25
MiR-375-3p Promotes Cardiac Fibrosis by Regulating the Ferroptosis Mediated by GPX4	25
Assessment and Evaluation of Different Machine Learning Algorithms for Predicting Student Performance	25
COVID-19 Classification from Chest X-Ray Images: A Framework of Deep Explainable Artificial Intelligence	25
AI-Assisted Tuberculosis Detection and Classification from Chest X-Rays Using a Deep Learning Normalization-Free Network Model	25
Applications of Intelligent Model to Analyze the Green Finance for Environmental Development in the Context of Artificial Intelligence	25
Hybrid Deep-Learning and Machine-Learning Models for Predicting COVID-19	25
Predicting the Risk of Depression Based on ECG Using RNN	25
Assessment of Mental Workload by Visual Motor Activity among Control Group and Patient Suffering from Depressive Disorder	25
A Modified Slime Mould Algorithm for Global Optimization	25
Deep Learning for Ocular Disease Recognition: An Inner-Class Balance	24
Detection of COVID-19 from CT Lung Scans Using Transfer Learning	24
Sentiment Analysis of Shared Tweets on Global Warming on Twitter with Data Mining Methods: A Case Study on Turkish Language	24
Future Trends for Human-AI Collaboration: A Comprehensive Taxonomy of AI/AGI Using Multiple Intelligences and Learning Styles	24
A Survey Research on the Willingness of Gynecologists to Employ Mobile Health Applications	24
Deep Learning Approach for Medical Image Analysis	24
Onboard Pointing Error Detection and Estimation of Observation Satellite Data Using Extended Kalman Filter	24
Harris Hawk Optimization: A Survey onVariants and Applications	23
A Comprehensive Survey on Federated Learning Techniques for Healthcare Informatics	23
Personalized Course Recommendation System Fusing with Knowledge Graph and Collaborative Filtering	23
An AI-Enabled Internet of Things Based Autism Care System for Improving Cognitive Ability of Children with Autism Spectrum Disorders	23
A Blockchain Framework to Secure Personal Health Record (PHR) in IBM Cloud-Based Data Lake	23
The Rise of Cloud Computing: Data Protection, Privacy, and Open Research Challenges—A Systematic Literature Review (SLR)	23
Modelling the COVID-19 Mortality Rate with a New Versatile Modification of the Log-Logistic Distribution	23
Schizophrenia EEG Signal Classification Based on Swarm Intelligence Computing	23
Predicting Breast Cancer Based on Optimized Deep Learning Approach	23
Efficient Approach towards Detection and Identification of Copy Move and Image Splicing Forgeries Using Mask R-CNN with MobileNet V1	23
Driver Distraction Detection Method Based on Continuous Head Pose Estimation	23

Optimization of STP Innovation Management Mechanisms Driven by Advanced Evolutionary IoT Arithmetic	23
Osteolysis: A Literature Review of Basic Science and Potential Computer-Based Image Processing Detection Methods	22
A Comprehensive Survey on Machine Learning-Based Intrusion Detection Systems for Secure Communication in Internet of Things	22
The Application of an Adaptive Genetic Algorithm Based on Collision Detection in Path Planning of Mobile Robots	22
Text-Based Emotion Recognition Using Deep Learning Approach	22
Light Weighted Healthcare CNN Model to Detect Prostate Cancer on Multiparametric MRI	22
Deep Residual Network in Network	22
Efficient Liver Segmentation from Computed Tomography Images Using Deep Learning	22
Recurrent Neural Model to Analyze the Effect of Physical Training and Treatment in Relation to Sports Injuries	22
Time-Frequency Analysis of EEG Signals and GLCM Features for Depth of Anesthesia Monitoring	22
Medical Image Classification Utilizing Ensemble Learning and Levy Flight-Based Honey Badger Algorithm on 6G-Enabled Internet of Things	21
Detection of Cardiovascular Disease Based on PPG Signals Using Machine Learning with Cloud Computing	21
Cardiovascular Disease Detection using Ensemble Learning	21
Simulation and Validation of Optimized PID Controller in AGV (Automated Guided Vehicles) Model Using PSO and BAS Algorithms	21
Machine Learning of Medical Applications Involving Complicated Proteins and Genetic Measurements	21
Artificial Intelligence-Based Approach for Misogyny and Sarcasm Detection from Arabic Texts	21
Research on SVR Water Quality Prediction Model Based on Improved Sparrow Search Algorithm	21
Multipose Face Recognition-Based Combined Adaptive Deep Learning Vector Quantization	21
Machine Learning Hybrid Model for the Prediction of Chronic Kidney Disease	21
Detection of Heart Arrhythmia on Electrocardiogram using Artificial Neural Networks	21
IoT-Based Hybrid Ensemble Machine Learning Model for Efficient Diabetes Mellitus Prediction	21
Whale Optimization Algorithm for Multiconstraint Second-Order Stochastic Dominance Portfolio Optimization	20
Review of Digital Economy Research in China: A Framework Analysis Based on Bibliometrics	20
Psychological Analysis for Depression Detection from Social Networking Sites	20
Improved CNN Method for Crop Pest Identification Based on Transfer Learning	20
Machine Learning and Cloud-Based Knowledge Graphs to Recognize Suicidal Mental Tendencies	20
A Comprehensive Review of Recent Deep Learning Techniques for Human Activity Recognition	20
Intelligent Prediction for Rock Porosity While Drilling Complex Lithology in Real Time	20
Review on EEG-Based Authentication Technology	20
Presentation of a Segmentation Method for a Diabetic Retinopathy Patient’s Fundus Region Detection Using a Convolutional Neural Network	19
Machine Algorithm for Heartbeat Monitoring and Arrhythmia Detection Based on ECG Systems	19
Automatic Detection of Obstructive Sleep Apnea Events Using a Deep CNN-LSTM Model	19
Efficient E-Mail Spam Detection Strategy Using Genetic Decision Tree Processing with NLP Features	19
Privacy Protection of Healthcare Data over Social Networks Using Machine Learning Algorithms	19
Evaluation of Ergonomics-Related Disorders in Online Education Using Fuzzy AHP	19
Intelligent Optimization Algorithm-Based Path Planning for a Mobile Robot	19
Security and Privacy of Cloud- and IoT-Based Medical Image Diagnosis Using Fuzzy Convolutional Neural Network	19
MSIS: Multispectral Instance Segmentation Method for Power Equipment	19
Minimum Latency-Secure Key Transmission for Cloud-Based Internet of Vehicles Using Reinforcement Learning	19
An Efficient Outlier Detection with Deep Learning-Based Financial Crisis Prediction Model in Big Data Environment	19
Breast Cancer Prediction Empowered with Fine-Tuning	19
A Method for Optimal Detection of Lung Cancer Based on Deep Learning Optimized by Marine Predators Algorithm	19
Intelligent Building Construction Management Based on BIM Digital Twin	19
Computer-Aided Multiclass Classification of Corn from Corn Images Integrating Deep Feature Extraction	19
Algorithms for Investment Project Distribution on Regions	19
Object Detection in Medical Images Based on Hierarchical Transformer and Mask Mechanism	18
Human Gait Recognition Based on Multiple Feature Combination and Parameter Optimization Algorithms	18
A Novel of New 7D Hyperchaotic System with Self-Excited Attractors and Its Hybrid Synchronization	18
Multiclass Classification of Chest X-Ray Images for the Prediction of COVID-19 Using Capsule Network	18
The Measurement Method of Investor Sentiment and Its Relationship with Stock Market	18
A Review of Intelligent Driving Pedestrian Detection Based on Deep Learning	18
Predicting Chronic Kidney Disease Using Hybrid Machine Learning Based on Apache Spark	18
Medical Text Classification Using Hybrid Deep Learning Models with Multihead Attention	18
An Improved Sign Language Translation Model with Explainable Adaptations for Processing Long Sign Sentences	18
Disease Control and Prevention in Rare Plants Based on the Dominant Population Selection Method in Opportunistic Social Networks	18
A Real-Time Object Detector for Autonomous Vehicles Based on YOLOv4	18
Numerical Simulation of MHD Couette Flow of a Fuzzy Nanofluid through an Inclined Channel with Thermal Radiation Effect	18
Assessing the Nutritional-Value-Based Therapeutic Potentials and Non-Destructive Approaches for Mulberry Fruit Assessment: An Overview	18
A Lightweight Object Detection Network for Real-Time Detection of Driver Handheld Call on Embedded Devices	18
Lightweight Object Detection Ensemble Framework for Autonomous Vehicles in Challenging Weather Conditions	18
A Machine Learning-Based Water Potability Prediction Model by Using Synthetic Minority Oversampling Technique and Explainable AI	18
Deep Transfer Learning-Based Foot No-Ball Detection in Live Cricket Match	17
Quercetin Promotes TFEB Nuclear Translocation and Activates Lysosomal Degradation of Ferritin to Induce Ferroptosis in Breast Cancer Cells	17
An Economic Forecasting Method Based on the LightGBM-Optimized LSTM and Time-Series Model	17
Applications of the Multiattribute Decision-Making for the Development of the Tourism Industry Using Complex Intuitionistic Fuzzy Hamy Mean Operators	17
Binary Political Optimizer for Feature Selection Using Gene Expression Data	17
Study of Triangular Fuzzy Hybrid Nanofluids on the Natural Convection Flow and Heat Transfer between Two Vertical Plates	17
Dynamic Analysis of College Physical Education Teaching Quality Evaluation Based on Network under the Big Data	17
The Short-Term Load Forecasting for Special Days Based on Bagged Regression Trees in Qingdao, China	17
Marine Data Prediction: An Evaluation of Machine Learning, Deep Learning, and Statistical Predictive Models	17
Movie Review Summarization Using Supervised Learning and Graph-Based Ranking Algorithm	17
Stress Classification Using Brain Signals Based on LSTM Network	17
Significance of Visible Non-Invasive Risk Attributes for the Initial Prediction of Heart Disease Using Different Machine Learning Techniques	17
Multicriteria Decision-Making Approach for Aggregation Operators of Pythagorean Fuzzy Hypersoft Sets	17
An Assessment of Lexical, Network, and Content-Based Features for Detecting Malicious URLs Using Machine Learning and Deep Learning Models	17
CNN-Based Brain Tumor Detection Model Using Local Binary Pattern and Multilayered SVM Classifier	17
Efficient Breast Cancer Diagnosis from Complex Mammographic Images Using Deep Convolutional Neural Network	17
Diagnosis of Asthma Based on Routine Blood Biomarkers Using Machine Learning	17
A Framework for Interactive Medical Image Segmentation Using Optimized Swarm Intelligence with Convolutional Neural Networks	16
HIT HAR: Human Image Threshing Machine for Human Activity Recognition Using Deep Learning Models	16
Automatic Breast Tumor Diagnosis in MRI Based on a Hybrid CNN and Feature-Based Method Using Improved Deer Hunting Optimization Algorithm	16
Application of Optimized GA-BPNN Algorithm in English Teaching Quality Evaluation System	16
Design and Simulation of Human Resource Allocation Model Based on Double-Cycle Neural Network	16
Statistical Inference under Censored Data for the New Exponential-X Fréchet Distribution: Simulation and Application to Leukemia Data	16
Bayesian and Classical Inference for the Generalized Log-Logistic Distribution with Applications to Survival Data	16
Design of Automated Deep Learning-Based Fusion Model for Copy-Move Image Forgery Detection	16
Interactive Dual Attention Network for Text Sentiment Classification	16
Multiobjective Sizing of an Autonomous Hybrid Microgrid Using a Multimodal Delayed PSO Algorithm: A Case Study of a Fishing Village	16
Early Prediction of Sepsis Based on Machine Learning Algorithm	16
Deep Learning and Transfer Learning for Malaria Detection	16
Quality of Services Based on Intelligent IoT WLAN MAC Protocol Dynamic Real-Time Applications in Smart Cities	16
Developing an Intelligent System with Deep Learning Algorithms for Sentiment Analysis of E-Commerce Product Reviews	16
Secure Complex Systems: A Dynamic Model in the Synchronization	16
A GRU-Based Method for Predicting Intention of Aerial Targets	16
Classification of Diabetic Retinopathy Severity in Fundus Images Using the Vision Transformer and Residual Attention	16