Intelligent Automation and Soft Computing

Article	Citations
Fusion-Based Supply Chain Collaboration Using Machine Learning Techniques	146
Modelling Supply Chain Information Collaboration Empowered with Machine Learning Technique	112
Deformation Expression of Soft Tissue Based on BP Neural Network	91
Deep Learning-Based Skin Lesion Diagnosis Model Using Dermoscopic Images	63
An Automated Word Embedding with Parameter Tuned Model for Web Crawling	60
A Big Data Approach to Black Friday Sales	59
Analyzing the Implications of Healthcare Data Breaches through Computational Technique	48
Machine Learning for Modeling and Control of Industrial Clarifier Process	45
Differential Evolution Algorithm with Hierarchical Fair Competition Model	45
Employing Lexicalized Dependency Paths for Active Learning of Relation Extraction	44
Deep Neural Network Based Vehicle Detection and Classification of Aerial Images	43
Performances of K-Means Clustering Algorithm with Different Distance Metrics	41
Analyzing the Big Data Security Through a Unified Decision-Making Approach	40
Combining CNN and Grad-Cam for COVID-19 Disease Prediction and Visual Explanation	38
An Intrusion Detection System for SDN Using Machine Learning	35
Multi-Model CNN-RNN-LSTM Based Fruit Recognition and Classification	34
An Efficient ResNetSE Architecture for Smoking Activity Recognition from Smartwatch	33
Sport-Related Activity Recognition from Wearable Sensors Using Bidirectional GRU Network	32
Deep Transfer Learning Based Rice Plant Disease Detection Model	32
Intelligent Model Of Ecosystem For Smart Cities Using Artificial Neural Networks	30
A Deep Learning-Based Novel Approach for Weed Growth Estimation	28
Device Security Assessment of Internet of Healthcare Things	28
Roughsets-based Approach for Predicting Battery Life in IoT	28
Security and Privacy Aspects of Cloud Computing: A Smart Campus Case Study	27
Bayesian Feed Forward Neural Network-Based Efficient Anomaly Detection from Surveillance Videos	26

Novel Power Transformer Fault Diagnosis Using Optimized Machine Learning Methods	25
Energy Aware Clustering with Multihop Routing Algorithm for Wireless Sensor Networks	23
Computer Vision Based Robotic Arm Controlled Using Interactive GUI	23
Development of a Multi-feature Web-based Physiotherapy Service System	22
Classification of Elephant Sounds Using Parallel Convolutional Neural Network	22
Envisaging Employee Churn Using MCDM and Machine Learning	21
Development of a Web-Based Telemedicine System for Covid-19 Patients	20
CNN Based Driver Drowsiness Detection System Using Emotion Analysis	20
A Fast and Accurate Vascular Tissue Simulation Model Based on Point Primitive Method	20
Multiple Events Detection Using Context-Intelligence Features	20
Blockchain for Securing Healthcare Data Using Squirrel Search Optimization Algorithm	20
Predicting COVID-19 Based on Environmental Factors With Machine Learning	20
A Comparative Analysis of Machine Learning Algorithms to Predict Liver Disease	19
Weed Recognition for Depthwise Separable Network Based on Transfer Learning	18
Energy Demand Forecasting Using Fused Machine Learning Approaches	18
Fuzzy Logic for Underground Mining Method Selection	18
Plant Disease Classification Using Deep Bilinear CNN	18
PTS-PAPR Reduction Technique for 5G Advanced Waveforms Using BFO Algorithm	18
Machine Learning Based Framework for Classification of Children with ADHD and Healthy Controls	17
Privacy Preserving Reliable Data Transmission in Cluster Based Vehicular Adhoc Networks	17
Classification of Parkinson Disease Based on Patient’s Voice Signal Using Machine Learning	17
Machine Learning-based Detection and Classification of Walnut Fungi Diseases	17
Lamport Certificateless Signcryption Deep Neural Networks for Data Aggregation Security in WSN	17
Comparative Research Directions of Population Initialization Techniques using PSO Algorithm	17
Research and Development of a Brain-Controlled Wheelchair for Paralyzed Patients	17
Abnormality Identification in Video Surveillance System using DCT	17
Improved Energy Based Multi-Sensor Object Detection in Wireless Sensor Networks	17
Particle Swarm Optimization with New Initializing Technique to Solve Global Optimization Problems	16
COVID-19 Pandemic Prediction and Forecasting Using Machine Learning Classifiers	16
Circular Formation Control with Collision Avoidance Based on Probabilistic Position	16
Driving Pattern Profiling and Classification Using Deep Learning	16
IoT-EMS: An Internet of Things Based Environment Monitoring System in Volunteer Computing Environment	16
Breast Cancer Detection and Classification Using Deep CNN Techniques	15
Automatic Recognition of Construction Worker Activities Using Deep Learning Approaches and Wearable Inertial Sensors	15
Security Protocol Function Using Quantum Elliptic Curve Cryptography Algorithm	15
Efficient Hardware Design of a Secure Cancellable Biometric Cryptosystem	15
AttEF: Convolutional LSTM Encoder-Forecaster with Attention Module for Precipitation Nowcasting	15
Modeling Habit Patterns Using Conditional Reflexes in Agency	14
Computational Technique for Effectiveness of Treatments Used in Curing SARS-CoV-2	14
Two-Stage Fuzzy MCDM for Green Supplier Selection in Steel Industry	14
A Cost-Efficient Radiation Monitoring System for Nuclear Sites: Designing and Implementation	14
Image Steganography in Spatial Domain: Current Status, Techniques, and Trends	14
A Secure Encrypted Classified Electronic Healthcare Data for Public Cloud Environment	14
Machine Learning Empowered Software Defect Prediction System	14
Deep Sentiment Learning for Measuring Similarity Recommendations in Twitter Data	13
Sentiment Analysis for Arabic Social Media News Polarity	13
Preserving Data Confidentiality in Association Rule Mining Using Data Share Allocator Algorithm	13
Parameter Estimation of Alpha Power Inverted Topp-Leone Distribution with Applications	13
Threshold Parameters Selection for Empirical Mode Decomposition-Based EMG Signal Denoising	13
End-to-End Speech Recognition of Tamil Language	13

Analysis and Intellectual Structure of the Multi-Factor Authentication in Information Security	13
Encryption with User Authentication Model for Internet of Medical Things Environment	13
Feature Selection Using Artificial Immune Network: An Approach for Software Defect Prediction	13
A Fuzzy MCDM Model of Supplier Selection in Supply Chain Management	13
Cancelable Multi-biometric Template Generation Based on Dual-Tree Complex Wavelet Transform	12
Development of IoT Based Fish Monitoring System for Aquaculture	12
Design of Optimal Controllers for Automatic Voltage Regulation Using Archimedes Optimizer	12
Energy-Efficiency Model for Residential Buildings Using Supervised Machine Learning Algorithm	12
Secured Cyber Security Algorithm for Healthcare System Using Blockchain Technology	12
Parallel Equilibrium Optimizer Algorithm and its application in Capacitated Vehicle Routing Problem	12
Machine Learning Based Framework for Maintaining Privacy of Healthcare Data	12
Forecast of LSTM-XGBoost in Stock Price Based on Bayesian Optimization	12
Data Mining with Privacy Protection Using Precise Elliptical Curve Cryptography	12
Object Detection Learning for Intelligent Self Automated Vehicles	12
Tomato Leaf Disease Identification and Detection Based on Deep Convolutional Neural Network	12
AI/ML in Security Orchestration, Automation and Response: Future Research Directions	12
Quantitative Evaluation of Mental-Health in Type-2 Diabetes Patients Through Computational Model	12
An Improved Genetic Algorithm for Automated Convolutional Neural Network Design	12
Optimized U-Net Segmentation and Hybrid Res-Net for Brain Tumor MRI Images Classification	12
Deriving Driver Behavioral Pattern Analysis and Performance Using Neural Network Approaches	11
Determination of COVID-19 Patients Using Machine Learning Algorithms	11
Cost Efficient Scheduling Using Smart Contract Cognizant Ethereum for IoMT	11
Optimal Eighth-Order Solver for Nonlinear Equations with Applications in Chemical Engineering	11
Software Defect Prediction Using Supervised Machine Learning Techniques: A Systematic Literature Review	11
Convolutional Neural Networks Based Video Reconstruction and Computation in Digital Twins	11
Student’s Health Exercise Recognition Tool for E-Learning Education	11
IIoT Framework Based ML Model to Improve Automobile Industry Product	11
Explainable Heart Disease Prediction Using Ensemble-Quantum Machine Learning Approach	11
AUV Global Security Path Planning Based on a Potential Field Bio-Inspired Neural Network in Underwater Environment	11
Target Classification of Marine Debris Using Deep Learning	10
Cyber-Attack Detection and Mitigation Using SVM for 5G Network	10
Secure and Energy Concise Route Revamp Technique in Wireless Sensor Networks	10
A Smart Comparative Analysis for Secure Electronic Websites	10
Design and Analysis of a Novel Antenna for THz Wireless Communication	10
AI-Based Intelligent Model to Predict Epidemics Using Machine Learning Technique	10
Unmanned Aerial Vehicle Assisted Forest Fire Detection Using Deep Convolutional Neural Network	10
Modeling of Chaotic Political Optimizer for Crop Yield Prediction	10
Synovial Sarcoma Classification Technique Using Support Vector Machine and Structure Features	10
Detecting and Analysing Fake Opinions Using Artificial Intelligence Algorithms	10
Insider Threat Detection Based on NLP Word Embedding and Machine Learning	10
Multi-Objective Optimization of Energy Aware Virtual Machine Placement in Cloud Data Center	10
Method of Bidirectional LSTM Modelling for the Atmospheric Temperature	10
A Hybrid Deep Learning Intrusion Detection Model for Fog Computing Environment	10
Detection of COVID-19 Enhanced by a Deep Extreme Learning Machine	10
Classification Similarity Network Model for Image Fusion Using Resnet50 and GoogLeNet	10
Intrusion Detection Using a New Hybrid Feature Selection Model	10
Heart Failure Patient Survival Analysis with Multi Kernel Support Vector Machine	10
ECG Encryption Enhancement Technique with Multiple Layers of AES and DNA Computing	10
Automatic Sleep Staging Based on EEG-EOG Signals for Depression Detection	9
Secure and Energy Efficient Data Transmission Model for WSN	9
Enhanced Attention-Based Encoder-Decoder Framework for Text Recognition	9
Intelligent Nutrition Diet Recommender System for Diabetic’s Patients	9
Intrusion Detection in the Internet of Things Using Fusion of GRU-LSTM Deep Learning Model	9
Classification Framework for COVID-19 Diagnosis Based on Deep CNN Models	9
Detecting Lung Cancer Using Machine Learning Techniques	9
Massive MIMO Codebook Design Using Gaussian Mixture Model Based Clustering	9
Early Detection of Autism in Children Using Transfer Learning	9
Virtualized Load Balancer for Hybrid Cloud Using Genetic Algorithm	9
An Optimised Defensive Technique to Recognize Adversarial Iris Images Using Curvelet Transform	9
Automated Learning of ECG Streaming Data Through Machine Learning Internet of Things	9
Air Pollution Prediction Using Dual Graph Convolution LSTM Technique	9
Decision Making Based on Fuzzy Soft Sets and Its Application in COVID-19	9
Smart Communication Using 2D and 3D Mesh Network-on-Chip	9
Solid Waste Collection System Selection Based on Sine Trigonometric Spherical Hesitant Fuzzy Aggregation Information	9
Multi-Level Hesitant Fuzzy Based Model for Usable-Security Assessment	9
An Enhanced Trust-Based Secure Route Protocol for Malicious Node Detection	9
Exact Analysis of Second Grade Fluid with Generalized Boundary Conditions	9
A Fuzzy-Based Bio-Inspired Neural Network Approach for Target Search by Multiple Autonomous Underwater Vehicles in Underwater Environments	9
Hybrid Deep Learning Modeling for Water Level Prediction in Yangtze River	9
Improved Channel Allocation Scheme for Cognitive Radio Networks	8
COVID-19 Cases Prediction in Saudi Arabia Using Tree-based Ensemble Models	8
Selective Cancellable Multi-Biometric Template Generation Scheme Based on Multi-Exposure Feature Fusion	8
A Deep Learning Approach for the Mobile-Robot Motion Control System	8
Deep Learning for Wind Speed Forecasting Using Bi-LSTM with Selected Features	8
Evaluating and Ranking Mobile Learning Factors Using a Multi-criterion Decision-making (MCDM) Approach	8
An Efficient Utilization of Blackboard Ally in Higher Education Institution	8
Novel Dynamic Scaling Algorithm for Energy Efficient Cloud Computing	8
Time-Efficient Fire Detection Convolutional Neural Network Coupled with Transfer Learning	8
Computational Methods for Non-Linear Equations with Some Real-World Applications and Their Graphical Analysis	8
Application of CNN and Long Short-Term Memory Network in Water Quality Predicting	8

Application of Intuitionistic Z-Numbers in Supplier Selection	8
A Machine Learning-Based Technique with Intelligent WordNet Lemmatize for Twitter Sentiment Analysis	8
Fog-based Self-Sovereign Identity with RSA in Securing IoMT Data	8
An Intelligent Business Model for Product Price Prediction Using Machine Learning Approach	8
Hardware Acceleration of Image and Video Processing on Xilinx Zynq Platform	8
A New Estimation of Nonlinear Contact Forces of Railway Vehicle	8
Prediction of Suitable Candidates for COVID-19 Vaccination	8
Deep Neural Networks for Gun Detection in Public Surveillance	8
Content-Based Movie Recommendation System Using MBO with DBN	8
Slime Mold Optimizer for Transformer Parameters Identification with Experimental Validation	8
Managing Software Security Risks through an Integrated Computational Method	8
Industrial Datasets with ICS Testbed and Attack Detection Using Machine Learning Techniques	8
A K-means++ Based User Classification Method for Social E-commerce	8
Inversion of Temperature and Humidity Profile of Microwave Radiometer Based on BP Network	8
Automated Meter Reading Detection Using Inception with Single Shot Multi-Box Detector	8
Wireless Underground Sensor Networks Channel Using Energy Efficient Clustered Communication	8
Leveraging Convolutional Neural Network for COVID-19 Disease Detection Using CT Scan Images	8
Volumetric Object Modeling Using Internal Shape Preserving Constraint in Unity 3D	8
Detection of COVID-19 Using Deep Learning on X-Ray Images	8
Integrated Privacy Preserving Healthcare System Using Posture-Based Classifier in Cloud	7
Predicting Heart Disease Based on Influential Features with Machine Learning	7
Tampering Detection Approach of Arabic-Text Based on Contents Interrelationship	7
Scheduling Algorithm for Grid Computing Using Shortest Job First with Time Quantum	7
Duplicate Frame Video Forgery Detection Using Siamese-based RNN	7
Optimal Parameter Estimation of Proton Exchange Membrane Fuel Cells	7
Smart Quarantine Environment Privacy through IoT Gadgets Using Blockchain	7
Social Networks Fake Account and Fake News Identification with Reliable Deep Learning	7
Multimodal Machine Learning Based Crop Recommendation and Yield Prediction Model	7
Deep Learning for Depression Detection Using Twitter Data	7
Live Data Analytics with IoT Intelligence-Sensing System in Public Transportation for COVID-19 Pandemic	7
Multivariate Outlier Detection for Forest Fire Data Aggregation Accuracy	7
A Review on Privacy Preservation of Location-Based Services in Internet of Things	7
Impact of COVID-19 Pandemic: A Cybersecurity Perspective	7
Hybrid Invasive Weed Improved Grasshopper Optimization Algorithm for Cloud Load Balancing	7
Sensor Data Based Anomaly Detection in Autonomous Vehicles using Modified Convolutional Neural Network	7
Advanced Persistent Threat Detection and Mitigation Using Machine Learning Model	7
Federated Learning for Privacy-Preserved Medical Internet of Things	7
Fault Detection Algorithms for Achieving Service Continuity in Photovoltaic Farms	7
Real-Time Safety Helmet Detection Using Yolov5 at Construction Sites	7
Optimal Control and Spectral Collocation Method for Solving Smoking Models	7
Machine Learning-Based Models for Magnetic Resonance Imaging (MRI)-Based Brain Tumor Classification	7
Distribution Network Reconfiguration Using Hybrid Optimization Technique	7
Ensemble Deep Learning Models for Mitigating DDoS Attack in Software-Defined Network	7
Analysis of Roadside Accident Severity on Rural and Urban Roadways	7
Decentralized Link Failure Prevention Routing (DLFPR) Algorithm for Efficient Internet of Things	7
Fuzzy Based Interleaved Step-up Converter for Electric Vehicle	7
Detection of Attackers in Cognitive Radio Network Using Optimized Neural Networks	7
An Efficient HAPS Cross-Layer Design to Mitigate COVID-19 Consequences	7
CGraM: Enhanced Algorithm for Community Detection in Social Networks	7
Energy Aware Seagull Optimization-Based Unequal Clustering Technique in WSN Communication	7
Wireless Intrusion Detection Based on Optimized LSTM with Stacked Auto Encoder Network	7
Grey Wolf Optimizer-Based Fractional MPPT for Thermoelectric Generator	7
Emotion Recognition with Short-Period Physiological Signals Using Bimodal Sparse Autoencoders	7
Improved Anomaly Detection in Surveillance Videos with Multiple Probabilistic Models Inference	7
SVM Algorithm for Vibration Fault Diagnosis in Centrifugal Pump	7
Forward Flight Performance Analysis of Supercritical Airfoil in Helicopter Main Rotor	7
3D Model Construction and Ecological Environment Investigation on a Regional Scale Using UAV Remote Sensing	7
IoT Based Disease Prediction Using Mapreduce and LSQN3 Techniques	7
Mixed Moving Average-Cumulative Sum Control Chart for Monitoring Parameter Change	7
Research on Tracking and Registration Algorithm Based on Natural Feature Point	7
A New Four-Parameter Moment Exponential Model with Applications to Lifetime Data	6
Blockchain-Enabled Digital Rights Management for Museum-Digital Property Rights	6
Improved Radio Resource Allocation in 5G Network Using Fuzzy Logic Systems	6
Vision-Aided Path Planning Using Low-Cost Gene Encoding for a Mobile Robot	6
Cryptanalysis of an Online/Offline Certificateless Signature Scheme for Internet of Health Things	6
Design and Development of Collaborative AR System for Anatomy Training	6
Enhanced Disease Identification Model for Tea Plant Using Deep Learning	6
Shallow Neural Network and Ontology-Based Novel Semantic Document Indexing for Information Retrieval	6
Approximations by Ideal Minimal Structure with Chemical Application	6
Hybrid Multimodal Biometric Template Protection	6
A New Route Optimization Approach of Fresh Agricultural Logistics Distribution	6
Secure Multi-Party Quantum Summation Based on Quantum Homomorphic Encryption	6
Extraction of Opinion Target Using Syntactic Rules in Urdu Text	6
A Multi-Task Network for Cardiac Magnetic Resonance Image Segmentation and Classification	6
Vision Navigation Based PID Control for Line Tracking Robot	6
A Dynamic Adaptive Firefly Algorithm for Flexible Job Shop Scheduling	6
An Adaptive Neuro-Fuzzy Inference System to Improve Fractional Order Controller Performance	6
Hybrid Deep Learning Based Attack Detection for Imbalanced Data Classification	6
Scale Invariant Feature Transform with Crow Optimization for Breast Cancer Detection	6
Detection of DDoS Attack in IoT Networks Using Sample Selected RNN-ELM	6
Hybrid Deep Learning Framework for Privacy Preservation in Geo-Distributed Data Centre	6
Efficient Key Management System Based Lightweight Devices in IoT	6
A Novel Hybrid Deep Learning Framework for Intrusion Detection Systems in WSN-IoT Networks	6
Emotional Analysis of Arabic Saudi Dialect Tweets Using a Supervised Learning Approach	6
An Optimized Scale-Invariant Feature Transform Using Chamfer Distance in Image Matching	6
Reconstruction and Optimization of Complex Network Community Structure under Deep Learning and Quantum Ant Colony Optimization Algorithm	6
Android Malware Detection Based on Feature Selection and Weight Measurement	6
Honey Badger Algorithm Based Clustering with Routing Protocol for Wireless Sensor Networks	6
Optimization for Variable Height Wind Farm Layout Model	6
Video Surveillance-Based Urban Flood Monitoring System Using a Convolutional Neural Network	6
Measurement-based Quantum Repeater Network Coding	6
Stock Price Prediction Using Optimal Network Based Twitter Sentiment Analysis	6
Oral English Speech Recognition Based on Enhanced Temporal Convolutional Network	6
Mathematical Design Enhancing Medical Images Formulated by a Fractal Flame Operator	6
Improved Ant Colony Optimization and Machine Learning Based Ensemble Intrusion Detection Model	6