Intelligent Automation and Soft Computing

Article	Citations
Fusion-Based Supply Chain Collaboration Using Machine Learning Techniques	155
Modelling Supply Chain Information Collaboration Empowered with Machine Learning Technique	116
Deformation Expression of Soft Tissue Based on BP Neural Network	96
Deep Learning-Based Skin Lesion Diagnosis Model Using Dermoscopic Images	67
Performances of K-Means Clustering Algorithm with Different Distance Metrics	66
An Automated Word Embedding with Parameter Tuned Model for Web Crawling	66
A Big Data Approach to Black Friday Sales	60
Analyzing the Implications of Healthcare Data Breaches through Computational Technique	52
Deep Neural Network Based Vehicle Detection and Classification of Aerial Images	52
Differential Evolution Algorithm with Hierarchical Fair Competition Model	47
Employing Lexicalized Dependency Paths for Active Learning of Relation Extraction	46
An Intrusion Detection System for SDN Using Machine Learning	46
Machine Learning for Modeling and Control of Industrial Clarifier Process	46
Analyzing the Big Data Security Through a Unified Decision-Making Approach	44
Deep Transfer Learning Based Rice Plant Disease Detection Model	43
Combining CNN and Grad-Cam for COVID-19 Disease Prediction and Visual Explanation	42
Multi-Model CNN-RNN-LSTM Based Fruit Recognition and Classification	38
An Efficient ResNetSE Architecture for Smoking Activity Recognition from Smartwatch	36
Intelligent Model Of Ecosystem For Smart Cities Using Artificial Neural Networks	35
Sport-Related Activity Recognition from Wearable Sensors Using Bidirectional GRU Network	33
Novel Power Transformer Fault Diagnosis Using Optimized Machine Learning Methods	32
Security and Privacy Aspects of Cloud Computing: A Smart Campus Case Study	30
Bayesian Feed Forward Neural Network-Based Efficient Anomaly Detection from Surveillance Videos	29
Computer Vision Based Robotic Arm Controlled Using Interactive GUI	29
Roughsets-based Approach for Predicting Battery Life in IoT	29

A Deep Learning-Based Novel Approach for Weed Growth Estimation	28
Device Security Assessment of Internet of Healthcare Things	28
Envisaging Employee Churn Using MCDM and Machine Learning	27
Explainable Heart Disease Prediction Using Ensemble-Quantum Machine Learning Approach	27
CNN Based Driver Drowsiness Detection System Using Emotion Analysis	27
Insider Threat Detection Based on NLP Word Embedding and Machine Learning	25
Machine Learning Based Framework for Classification of Children with ADHD and Healthy Controls	24
Energy Demand Forecasting Using Fused Machine Learning Approaches	24
Fuzzy Logic for Underground Mining Method Selection	23
Predicting COVID-19 Based on Environmental Factors With Machine Learning	23
A Comparative Analysis of Machine Learning Algorithms to Predict Liver Disease	23
Energy Aware Clustering with Multihop Routing Algorithm for Wireless Sensor Networks	23
Real Time Brain Tumor Prediction Using Adaptive Neuro Fuzzy Technique	23
Classification of Elephant Sounds Using Parallel Convolutional Neural Network	23
Machine Learning-based Detection and Classification of Walnut Fungi Diseases	23
Classification of Parkinson Disease Based on Patient’s Voice Signal Using Machine Learning	23
Blockchain for Securing Healthcare Data Using Squirrel Search Optimization Algorithm	22
Development of a Multi-feature Web-based Physiotherapy Service System	22
Automatic Recognition of Construction Worker Activities Using Deep Learning Approaches and Wearable Inertial Sensors	22
Plant Disease Classification Using Deep Bilinear CNN	22
Driving Pattern Profiling and Classification Using Deep Learning	21
Lamport Certificateless Signcryption Deep Neural Networks for Data Aggregation Security in WSN	20
Development of a Web-Based Telemedicine System for Covid-19 Patients	20
Multiple Events Detection Using Context-Intelligence Features	20
A Fast and Accurate Vascular Tissue Simulation Model Based on Point Primitive Method	20
AI/ML in Security Orchestration, Automation and Response: Future Research Directions	19
Research and Development of a Brain-Controlled Wheelchair for Paralyzed Patients	19
Abnormality Identification in Video Surveillance System using DCT	19
Particle Swarm Optimization with New Initializing Technique to Solve Global Optimization Problems	19
A Secure Encrypted Classified Electronic Healthcare Data for Public Cloud Environment	19
Secured Cyber Security Algorithm for Healthcare System Using Blockchain Technology	19
Weed Recognition for Depthwise Separable Network Based on Transfer Learning	19
COVID-19 Pandemic Prediction and Forecasting Using Machine Learning Classifiers	19
Encryption with User Authentication Model for Internet of Medical Things Environment	18
Forecast of LSTM-XGBoost in Stock Price Based on Bayesian Optimization	18
Comparative Research Directions of Population Initialization Techniques using PSO Algorithm	18
IoT-EMS: An Internet of Things Based Environment Monitoring System in Volunteer Computing Environment	18
Privacy Preserving Reliable Data Transmission in Cluster Based Vehicular Adhoc Networks	18
PTS-PAPR Reduction Technique for 5G Advanced Waveforms Using BFO Algorithm	18
Improved Energy Based Multi-Sensor Object Detection in Wireless Sensor Networks	18
Two-Stage Fuzzy MCDM for Green Supplier Selection in Steel Industry	17
Image Steganography in Spatial Domain: Current Status, Techniques, and Trends	17
Breast Cancer Detection and Classification Using Deep CNN Techniques	17
Feature Selection Using Artificial Immune Network: An Approach for Software Defect Prediction	16
Development of IoT Based Fish Monitoring System for Aquaculture	16
Circular Formation Control with Collision Avoidance Based on Probabilistic Position	16
End-to-End Speech Recognition of Tamil Language	16
Application of CNN and Long Short-Term Memory Network in Water Quality Predicting	16
Early Detection of Autism in Children Using Transfer Learning	16
Efficient Hardware Design of a Secure Cancellable Biometric Cryptosystem	16

AttEF: Convolutional LSTM Encoder-Forecaster with Attention Module for Precipitation Nowcasting	16
Machine Learning Empowered Software Defect Prediction System	15
Security Protocol Function Using Quantum Elliptic Curve Cryptography Algorithm	15
IIoT Framework Based ML Model to Improve Automobile Industry Product	15
Real-Time Safety Helmet Detection Using Yolov5 at Construction Sites	15
Deep Sentiment Learning for Measuring Similarity Recommendations in Twitter Data	15
Preserving Data Confidentiality in Association Rule Mining Using Data Share Allocator Algorithm	15
Modeling Habit Patterns Using Conditional Reflexes in Agency	14
An Optimised Defensive Technique to Recognize Adversarial Iris Images Using Curvelet Transform	14
Parameter Estimation of Alpha Power Inverted Topp-Leone Distribution with Applications	14
Hybrid Deep Learning Based Attack Detection for Imbalanced Data Classification	14
Computational Technique for Effectiveness of Treatments Used in Curing SARS-CoV-2	14
Design of Optimal Controllers for Automatic Voltage Regulation Using Archimedes Optimizer	14
Threshold Parameters Selection for Empirical Mode Decomposition-Based EMG Signal Denoising	14
Smart Communication Using 2D and 3D Mesh Network-on-Chip	14
A Fuzzy MCDM Model of Supplier Selection in Supply Chain Management	14
Analysis and Intellectual Structure of the Multi-Factor Authentication in Information Security	14
Optimized U-Net Segmentation and Hybrid Res-Net for Brain Tumor MRI Images Classification	14
A Cost-Efficient Radiation Monitoring System for Nuclear Sites: Designing and Implementation	14
Energy-Efficiency Model for Residential Buildings Using Supervised Machine Learning Algorithm	14
Unmanned Aerial Vehicle Assisted Forest Fire Detection Using Deep Convolutional Neural Network	14
Data Mining with Privacy Protection Using Precise Elliptical Curve Cryptography	13
Tomato Leaf Disease Identification and Detection Based on Deep Convolutional Neural Network	13
Secure and Energy Concise Route Revamp Technique in Wireless Sensor Networks	13
Multi-Level Deep Generative Adversarial Networks for Brain Tumor Classification on Magnetic Resonance Images	13
Sentiment Analysis for Arabic Social Media News Polarity	13
Optimal Eighth-Order Solver for Nonlinear Equations with Applications in Chemical Engineering	13
Deriving Driver Behavioral Pattern Analysis and Performance Using Neural Network Approaches	13
Design and Analysis of a Novel Antenna for THz Wireless Communication	13
Parallel Equilibrium Optimizer Algorithm and its application in Capacitated Vehicle Routing Problem	13
AUV Global Security Path Planning Based on a Potential Field Bio-Inspired Neural Network in Underwater Environment	13
An Improved Genetic Algorithm for Automated Convolutional Neural Network Design	12
Object Detection Learning for Intelligent Self Automated Vehicles	12
Cost Efficient Scheduling Using Smart Contract Cognizant Ethereum for IoMT	12
Machine Learning Based Framework for Maintaining Privacy of Healthcare Data	12
Student’s Health Exercise Recognition Tool for E-Learning Education	12
Multi-Level Hesitant Fuzzy Based Model for Usable-Security Assessment	12
Convolutional Neural Networks Based Video Reconstruction and Computation in Digital Twins	12
Target Classification of Marine Debris Using Deep Learning	12
Cancelable Multi-biometric Template Generation Based on Dual-Tree Complex Wavelet Transform	12
Hybrid Invasive Weed Improved Grasshopper Optimization Algorithm for Cloud Load Balancing	12
Software Defect Prediction Using Supervised Machine Learning Techniques: A Systematic Literature Review	12
Enhanced Attention-Based Encoder-Decoder Framework for Text Recognition	12
Multi-Objective Optimization of Energy Aware Virtual Machine Placement in Cloud Data Center	12
Cyber-Attack Detection and Mitigation Using SVM for 5G Network	12
Quantitative Evaluation of Mental-Health in Type-2 Diabetes Patients Through Computational Model	12
Detection of COVID-19 Enhanced by a Deep Extreme Learning Machine	11
Decentralized Link Failure Prevention Routing (DLFPR) Algorithm for Efficient Internet of Things	11
Determination of COVID-19 Patients Using Machine Learning Algorithms	11
Detecting and Analysing Fake Opinions Using Artificial Intelligence Algorithms	11
Federated Learning for Privacy-Preserved Medical Internet of Things	11
Intrusion Detection in the Internet of Things Using Fusion of GRU-LSTM Deep Learning Model	11
A Hybrid Deep Learning Intrusion Detection Model for Fog Computing Environment	11
Classification Similarity Network Model for Image Fusion Using Resnet50 and GoogLeNet	11
Application of Intuitionistic Z-Numbers in Supplier Selection	11
Inversion of Temperature and Humidity Profile of Microwave Radiometer Based on BP Network	11
Virtualized Load Balancer for Hybrid Cloud Using Genetic Algorithm	11
Method of Bidirectional LSTM Modelling for the Atmospheric Temperature	11
Air Pollution Prediction Using Dual Graph Convolution LSTM Technique	11
Decision Making Based on Fuzzy Soft Sets and Its Application in COVID-19	11
A Machine Learning-Based Technique with Intelligent WordNet Lemmatize for Twitter Sentiment Analysis	11
Research on Tracking and Registration Algorithm Based on Natural Feature Point	11
Wireless Intrusion Detection Based on Optimized LSTM with Stacked Auto Encoder Network	11
Intrusion Detection Using a New Hybrid Feature Selection Model	11
Vision Navigation Based PID Control for Line Tracking Robot	11
Content-Based Movie Recommendation System Using MBO with DBN	11
AI-Based Intelligent Model to Predict Epidemics Using Machine Learning Technique	10
Heart Failure Patient Survival Analysis with Multi Kernel Support Vector Machine	10
Deep Neural Networks for Gun Detection in Public Surveillance	10
Cayley Picture Fuzzy Graphs and Interconnected Networks	10
Hybrid Deep Learning Modeling for Water Level Prediction in Yangtze River	10
Managing Software Security Risks through an Integrated Computational Method	10
A Review on Privacy Preservation of Location-Based Services in Internet of Things	10
Secure and Energy Efficient Data Transmission Model for WSN	10
ECG Encryption Enhancement Technique with Multiple Layers of AES and DNA Computing	10
Intelligent Nutrition Diet Recommender System for Diabetic’s Patients	10
Social Networks Fake Account and Fake News Identification with Reliable Deep Learning	10
A Novel Technique for Detecting Various Thyroid Diseases Using Deep Learning	10
Detecting Lung Cancer Using Machine Learning Techniques	10
Synovial Sarcoma Classification Technique Using Support Vector Machine and Structure Features	10

Automatic Sleep Staging Based on EEG-EOG Signals for Depression Detection	10
Advanced Persistent Threat Detection and Mitigation Using Machine Learning Model	10
A Smart Comparative Analysis for Secure Electronic Websites	10
An Enhanced Trust-Based Secure Route Protocol for Malicious Node Detection	10
An Optimized Scale-Invariant Feature Transform Using Chamfer Distance in Image Matching	10
Improved Anomaly Detection in Surveillance Videos with Multiple Probabilistic Models Inference	10
Modeling of Chaotic Political Optimizer for Crop Yield Prediction	10
Ensemble Deep Learning Models for Mitigating DDoS Attack in Software-Defined Network	10
A Deep Learning Approach for the Mobile-Robot Motion Control System	10
Industrial Datasets with ICS Testbed and Attack Detection Using Machine Learning Techniques	10
Solid Waste Collection System Selection Based on Sine Trigonometric Spherical Hesitant Fuzzy Aggregation Information	10
Exact Analysis of Second Grade Fluid with Generalized Boundary Conditions	10
Automated Learning of ECG Streaming Data Through Machine Learning Internet of Things	9
Optimal Parameter Estimation of Proton Exchange Membrane Fuel Cells	9
Hybrid Color Texture Features Classification Through ANN for Melanoma	9
Leveraging Convolutional Neural Network for COVID-19 Disease Detection Using CT Scan Images	9
Classification Framework for COVID-19 Diagnosis Based on Deep CNN Models	9
Machine Learning-Based Models for Magnetic Resonance Imaging (MRI)-Based Brain Tumor Classification	9
Integrated Privacy Preserving Healthcare System Using Posture-Based Classifier in Cloud	9
Massive MIMO Codebook Design Using Gaussian Mixture Model Based Clustering	9
Deep Learning for Wind Speed Forecasting Using Bi-LSTM with Selected Features	9
Scheduling Algorithm for Grid Computing Using Shortest Job First with Time Quantum	9
A Dynamic Adaptive Firefly Algorithm for Flexible Job Shop Scheduling	9
Fault Detection Algorithms for Achieving Service Continuity in Photovoltaic Farms	9
Detection of DDoS Attack in IoT Networks Using Sample Selected RNN-ELM	9
A Fuzzy-Based Bio-Inspired Neural Network Approach for Target Search by Multiple Autonomous Underwater Vehicles in Underwater Environments	9
Improved Channel Allocation Scheme for Cognitive Radio Networks	9
Impact of COVID-19 Pandemic: A Cybersecurity Perspective	9
A K-means++ Based User Classification Method for Social E-commerce	9
A New Estimation of Nonlinear Contact Forces of Railway Vehicle	9
An Efficient Utilization of Blackboard Ally in Higher Education Institution	9
Time-Efficient Fire Detection Convolutional Neural Network Coupled with Transfer Learning	9
Volumetric Object Modeling Using Internal Shape Preserving Constraint in Unity 3D	9
Enhanced Disease Identification Model for Tea Plant Using Deep Learning	9
Multimodal Machine Learning Based Crop Recommendation and Yield Prediction Model	9
Slime Mold Optimizer for Transformer Parameters Identification with Experimental Validation	9
Fog-based Self-Sovereign Identity with RSA in Securing IoMT Data	9
Sensor Data Based Anomaly Detection in Autonomous Vehicles using Modified Convolutional Neural Network	9
Tampering Detection Approach of Arabic-Text Based on Contents Interrelationship	8
Predicting Heart Disease Based on Influential Features with Machine Learning	8
Novel Dynamic Scaling Algorithm for Energy Efficient Cloud Computing	8
Smart Quarantine Environment Privacy through IoT Gadgets Using Blockchain	8
SVM Algorithm for Vibration Fault Diagnosis in Centrifugal Pump	8
Emotion Recognition with Short-Period Physiological Signals Using Bimodal Sparse Autoencoders	8
Detection of COVID-19 Using Deep Learning on X-Ray Images	8
Fault Diagnosis in Robot Manipulators Using SVM and KNN	8
Scale Invariant Feature Transform with Crow Optimization for Breast Cancer Detection	8
Selective Cancellable Multi-Biometric Template Generation Scheme Based on Multi-Exposure Feature Fusion	8
IoT Based Disease Prediction Using Mapreduce and LSQN3 Techniques	8
Kidney Tumor Segmentation Using Two-Stage Bottleneck Block Architecture	8
Hybrid Multimodal Biometric Template Protection	8
Automated Meter Reading Detection Using Inception with Single Shot Multi-Box Detector	8
Secure Multi-Party Quantum Summation Based on Quantum Homomorphic Encryption	8
Wireless Underground Sensor Networks Channel Using Energy Efficient Clustered Communication	8
Prediction of Suitable Candidates for COVID-19 Vaccination	8
Recent Advances in Fatigue Detection Algorithm Based on EEG	8
An Adaptive Neuro-Fuzzy Inference System to Improve Fractional Order Controller Performance	8
Shallow Neural Network and Ontology-Based Novel Semantic Document Indexing for Information Retrieval	8
A Hybrid Deep Learning Model for Real Time Hand Gestures Recognition	8
Fuzzy Based Interleaved Step-up Converter for Electric Vehicle	8
Detection of Attackers in Cognitive Radio Network Using Optimized Neural Networks	8
Deep Learning for Depression Detection Using Twitter Data	8
Crypto Hash Based Malware Detection in IoMT Framework	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
Grey Wolf Optimizer-Based Fractional MPPT for Thermoelectric Generator	8
Detecting Deepfake Images Using Deep Learning Techniques and Explainable AI Methods	8
Optimal Control and Spectral Collocation Method for Solving Smoking Models	8
Computational Methods for Non-Linear Equations with Some Real-World Applications and Their Graphical Analysis	8
3D Model Construction and Ecological Environment Investigation on a Regional Scale Using UAV Remote Sensing	8
Artificial Potential Field Incorporated Deep-Q-Network Algorithm for Mobile Robot Path Prediction	8
COVID-19 Cases Prediction in Saudi Arabia Using Tree-based Ensemble Models	8
Mixed Moving Average-Cumulative Sum Control Chart for Monitoring Parameter Change	8
Stacking Ensemble Learning-Based Convolutional Gated Recurrent Neural Network for Diabetes Miletus	8
Evaluating and Ranking Mobile Learning Factors Using a Multi-criterion Decision-making (MCDM) Approach	8
Video Surveillance-Based Urban Flood Monitoring System Using a Convolutional Neural Network	7
Vision-Aided Path Planning Using Low-Cost Gene Encoding for a Mobile Robot	7
Forward Flight Performance Analysis of Supercritical Airfoil in Helicopter Main Rotor	7
Efficient Key Management System Based Lightweight Devices in IoT	7
Facial Action Coding and Hybrid Deep Learning Architectures for Autism Detection	7
Analysis of Roadside Accident Severity on Rural and Urban Roadways	7
Honey Badger Algorithm Based Clustering with Routing Protocol for Wireless Sensor Networks	7
Computing Connected Resolvability of Graphs Using Binary Enhanced Harris Hawks Optimization	7
Artificial Intelligence Model for Software Reusability Prediction System	7
Distribution Network Reconfiguration Using Hybrid Optimization Technique	7
A New Route Optimization Approach of Fresh Agricultural Logistics Distribution	7
An Efficient HAPS Cross-Layer Design to Mitigate COVID-19 Consequences	7
CGraM: Enhanced Algorithm for Community Detection in Social Networks	7
Mango Leaf Stress Identification Using Deep Neural Network	7
Deep Learning Based Autonomous Transport System for Secure Vehicle and Cargo Matching	7
On NSGA-II and NSGA-III in Portfolio Management	7
Approximations by Ideal Minimal Structure with Chemical Application	7
Multivariate Outlier Detection for Forest Fire Data Aggregation Accuracy	7
Mathematical Design Enhancing Medical Images Formulated by a Fractal Flame Operator	7
Live Data Analytics with IoT Intelligence-Sensing System in Public Transportation for COVID-19 Pandemic	7