Intelligent Automation and Soft Computing

Article	Citations
Fusion-Based Supply Chain Collaboration Using Machine Learning Techniques	106
Deformation Expression of Soft Tissue Based on BP Neural Network	88
Modelling Supply Chain Information Collaboration Empowered with Machine Learning Technique	80
Deep Learning-Based Skin Lesion Diagnosis Model Using Dermoscopic Images	62
An Automated Word Embedding with Parameter Tuned Model for Web Crawling	59
A Big Data Approach to Black Friday Sales	56
Differential Evolution Algorithm with Hierarchical Fair Competition Model	45
Analyzing the Implications of Healthcare Data Breaches through Computational Technique	44
Employing Lexicalized Dependency Paths for Active Learning of Relation Extraction	43
Machine Learning for Modeling and Control of Industrial Clarifier Process	42
Deep Neural Network Based Vehicle Detection and Classification of Aerial Images	41
Performances of K-Means Clustering Algorithm with Different Distance Metrics	36
Analyzing the Big Data Security Through a Unified Decision-Making Approach	36
Combining CNN and Grad-Cam for COVID-19 Disease Prediction and Visual Explanation	34
An Efficient ResNetSE Architecture for Smoking Activity Recognition from Smartwatch	32
Multi-Model CNN-RNN-LSTM Based Fruit Recognition and Classification	32
Sport-Related Activity Recognition from Wearable Sensors Using Bidirectional GRU Network	31
Intelligent Model Of Ecosystem For Smart Cities Using Artificial Neural Networks	30
Deep Transfer Learning Based Rice Plant Disease Detection Model	29
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	27
An Intrusion Detection System for SDN Using Machine Learning	26
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
Novel Power Transformer Fault Diagnosis Using Optimized Machine Learning Methods	22
Classification of Elephant Sounds Using Parallel Convolutional Neural Network	21
Security and Privacy Aspects of Cloud Computing: A Smart Campus Case Study	20
Predicting COVID-19 Based on Environmental Factors With Machine Learning	20
Envisaging Employee Churn Using MCDM and Machine Learning	20
Multiple Events Detection Using Context-Intelligence Features	20
A Fast and Accurate Vascular Tissue Simulation Model Based on Point Primitive Method	19
Development of a Web-Based Telemedicine System for Covid-19 Patients	19
Bayesian Feed Forward Neural Network-Based Efficient Anomaly Detection from Surveillance Videos	19
Blockchain for Securing Healthcare Data Using Squirrel Search Optimization Algorithm	19
PTS-PAPR Reduction Technique for 5G Advanced Waveforms Using BFO Algorithm	18
A Comparative Analysis of Machine Learning Algorithms to Predict Liver Disease	18
Weed Recognition for Depthwise Separable Network Based on Transfer Learning	18
Plant Disease Classification Using Deep Bilinear CNN	17
Abnormality Identification in Video Surveillance System using DCT	17
Lamport Certificateless Signcryption Deep Neural Networks for Data Aggregation Security in WSN	17
Circular Formation Control with Collision Avoidance Based on Probabilistic Position	16
Privacy Preserving Reliable Data Transmission in Cluster Based Vehicular Adhoc Networks	16
Improved Energy Based Multi-Sensor Object Detection in Wireless Sensor Networks	16
Particle Swarm Optimization with New Initializing Technique to Solve Global Optimization Problems	15
CNN Based Driver Drowsiness Detection System Using Emotion Analysis	15
Machine Learning-based Detection and Classification of Walnut Fungi Diseases	15
Classification of Parkinson Disease Based on Patient’s Voice Signal Using Machine Learning	15
Research and Development of a Brain-Controlled Wheelchair for Paralyzed Patients	15
Driving Pattern Profiling and Classification Using Deep Learning	15
Comparative Research Directions of Population Initialization Techniques using PSO Algorithm	15
Computational Technique for Effectiveness of Treatments Used in Curing SARS-CoV-2	14
Modeling Habit Patterns Using Conditional Reflexes in Agency	14
Machine Learning Empowered Software Defect Prediction System	14
AttEF: Convolutional LSTM Encoder-Forecaster with Attention Module for Precipitation Nowcasting	14
Efficient Hardware Design of a Secure Cancellable Biometric Cryptosystem	14
COVID-19 Pandemic Prediction and Forecasting Using Machine Learning Classifiers	13
Image Steganography in Spatial Domain: Current Status, Techniques, and Trends	13
Machine Learning Based Framework for Classification of Children with ADHD and Healthy Controls	13
A Cost-Efficient Radiation Monitoring System for Nuclear Sites: Designing and Implementation	13
Analysis and Intellectual Structure of the Multi-Factor Authentication in Information Security	13
IoT-EMS: An Internet of Things Based Environment Monitoring System in Volunteer Computing Environment	13
Feature Selection Using Artificial Immune Network: An Approach for Software Defect Prediction	13
Breast Cancer Detection and Classification Using Deep CNN Techniques	13
Sentiment Analysis for Arabic Social Media News Polarity	12
Quantitative Evaluation of Mental-Health in Type-2 Diabetes Patients Through Computational Model	12
Energy-Efficiency Model for Residential Buildings Using Supervised Machine Learning Algorithm	12
Encryption with User Authentication Model for Internet of Medical Things Environment	12
Deep Sentiment Learning for Measuring Similarity Recommendations in Twitter Data	12
Preserving Data Confidentiality in Association Rule Mining Using Data Share Allocator Algorithm	12
An Improved Genetic Algorithm for Automated Convolutional Neural Network Design	12
Fuzzy Logic for Underground Mining Method Selection	12
Two-Stage Fuzzy MCDM for Green Supplier Selection in Steel Industry	12
A Fuzzy MCDM Model of Supplier Selection in Supply Chain Management	12

Forecast of LSTM-XGBoost in Stock Price Based on Bayesian Optimization	12
Parameter Estimation of Alpha Power Inverted Topp-Leone Distribution with Applications	12
Object Detection Learning for Intelligent Self Automated Vehicles	12
Threshold Parameters Selection for Empirical Mode Decomposition-Based EMG Signal Denoising	12
Software Defect Prediction Using Supervised Machine Learning Techniques: A Systematic Literature Review	11
IIoT Framework Based ML Model to Improve Automobile Industry Product	11
Convolutional Neural Networks Based Video Reconstruction and Computation in Digital Twins	11
Machine Learning Based Framework for Maintaining Privacy of Healthcare Data	11
Optimal Eighth-Order Solver for Nonlinear Equations with Applications in Chemical Engineering	11
Design of Optimal Controllers for Automatic Voltage Regulation Using Archimedes Optimizer	11
Automatic Recognition of Construction Worker Activities Using Deep Learning Approaches and Wearable Inertial Sensors	11
Optimized U-Net Segmentation and Hybrid Res-Net for Brain Tumor MRI Images Classification	11
End-to-End Speech Recognition of Tamil Language	11
Parallel Equilibrium Optimizer Algorithm and its application in Capacitated Vehicle Routing Problem	11
Cancelable Multi-biometric Template Generation Based on Dual-Tree Complex Wavelet Transform	11
AUV Global Security Path Planning Based on a Potential Field Bio-Inspired Neural Network in Underwater Environment	11
Determination of COVID-19 Patients Using Machine Learning Algorithms	11
A Secure Encrypted Classified Electronic Healthcare Data for Public Cloud Environment	11
Tomato Leaf Disease Identification and Detection Based on Deep Convolutional Neural Network	11
AI/ML in Security Orchestration, Automation and Response: Future Research Directions	11
Student’s Health Exercise Recognition Tool for E-Learning Education	11
Detection of COVID-19 Enhanced by a Deep Extreme Learning Machine	10
Insider Threat Detection Based on NLP Word Embedding and Machine Learning	10
Cost Efficient Scheduling Using Smart Contract Cognizant Ethereum for IoMT	10
Modeling of Chaotic Political Optimizer for Crop Yield Prediction	10
Deriving Driver Behavioral Pattern Analysis and Performance Using Neural Network Approaches	10
Multi-Objective Optimization of Energy Aware Virtual Machine Placement in Cloud Data Center	10
Development of IoT Based Fish Monitoring System for Aquaculture	10
Security Protocol Function Using Quantum Elliptic Curve Cryptography Algorithm	10
A Smart Comparative Analysis for Secure Electronic Websites	10
Secured Cyber Security Algorithm for Healthcare System Using Blockchain Technology	10
Massive MIMO Codebook Design Using Gaussian Mixture Model Based Clustering	9
Virtualized Load Balancer for Hybrid Cloud Using Genetic Algorithm	9
Exact Analysis of Second Grade Fluid with Generalized Boundary Conditions	9
Method of Bidirectional LSTM Modelling for the Atmospheric Temperature	9
Classification Similarity Network Model for Image Fusion Using Resnet50 and GoogLeNet	9
Smart Communication Using 2D and 3D Mesh Network-on-Chip	9
Secure and Energy Efficient Data Transmission Model for WSN	9
Design and Analysis of a Novel Antenna for THz Wireless Communication	9
Cyber-Attack Detection and Mitigation Using SVM for 5G Network	9
Data Mining with Privacy Protection Using Precise Elliptical Curve Cryptography	9
Solid Waste Collection System Selection Based on Sine Trigonometric Spherical Hesitant Fuzzy Aggregation Information	9
Heart Failure Patient Survival Analysis with Multi Kernel Support Vector Machine	9
AI-Based Intelligent Model to Predict Epidemics Using Machine Learning Technique	9
Decision Making Based on Fuzzy Soft Sets and Its Application in COVID-19	9
Explainable Heart Disease Prediction Using Ensemble-Quantum Machine Learning Approach	8
A Hybrid Deep Learning Intrusion Detection Model for Fog Computing Environment	8
A Fuzzy-Based Bio-Inspired Neural Network Approach for Target Search by Multiple Autonomous Underwater Vehicles in Underwater Environments	8
Detecting Lung Cancer Using Machine Learning Techniques	8
Automatic Sleep Staging Based on EEG-EOG Signals for Depression Detection	8
COVID-19 Cases Prediction in Saudi Arabia Using Tree-based Ensemble Models	8
Intrusion Detection Using a New Hybrid Feature Selection Model	8
Inversion of Temperature and Humidity Profile of Microwave Radiometer Based on BP Network	8
Multi-Level Hesitant Fuzzy Based Model for Usable-Security Assessment	8
An Efficient Utilization of Blackboard Ally in Higher Education Institution	8
Intelligent Nutrition Diet Recommender System for Diabetic’s Patients	8
Air Pollution Prediction Using Dual Graph Convolution LSTM Technique	8
Prediction of Suitable Candidates for COVID-19 Vaccination	8
Secure and Energy Concise Route Revamp Technique in Wireless Sensor Networks	8
Classification Framework for COVID-19 Diagnosis Based on Deep CNN Models	8
Improved Channel Allocation Scheme for Cognitive Radio Networks	8
Industrial Datasets with ICS Testbed and Attack Detection Using Machine Learning Techniques	8
Fog-based Self-Sovereign Identity with RSA in Securing IoMT Data	8
A K-means++ Based User Classification Method for Social E-commerce	8
Evaluating and Ranking Mobile Learning Factors Using a Multi-criterion Decision-making (MCDM) Approach	8
ECG Encryption Enhancement Technique with Multiple Layers of AES and DNA Computing	8
A New Estimation of Nonlinear Contact Forces of Railway Vehicle	8
Computational Methods for Non-Linear Equations with Some Real-World Applications and Their Graphical Analysis	8
Unmanned Aerial Vehicle Assisted Forest Fire Detection Using Deep Convolutional Neural Network	8
Leveraging Convolutional Neural Network for COVID-19 Disease Detection Using CT Scan Images	8
Detection of COVID-19 Using Deep Learning on X-Ray Images	8
Slime Mold Optimizer for Transformer Parameters Identification with Experimental Validation	8
A Deep Learning Approach for the Mobile-Robot Motion Control System	8
Early Detection of Autism in Children Using Transfer Learning	8
An Intelligent Business Model for Product Price Prediction Using Machine Learning Approach	8
Automated Meter Reading Detection Using Inception with Single Shot Multi-Box Detector	8
Automated Learning of ECG Streaming Data Through Machine Learning Internet of Things	8
Wireless Underground Sensor Networks Channel Using Energy Efficient Clustered Communication	8
Target Classification of Marine Debris Using Deep Learning	8
Mixed Moving Average-Cumulative Sum Control Chart for Monitoring Parameter Change	7

Application of CNN and Long Short-Term Memory Network in Water Quality Predicting	7
An Efficient HAPS Cross-Layer Design to Mitigate COVID-19 Consequences	7
An Optimised Defensive Technique to Recognize Adversarial Iris Images Using Curvelet Transform	7
An Enhanced Trust-Based Secure Route Protocol for Malicious Node Detection	7
Research on Tracking and Registration Algorithm Based on Natural Feature Point	7
Optimal Control and Spectral Collocation Method for Solving Smoking Models	7
Application of Intuitionistic Z-Numbers in Supplier Selection	7
Forward Flight Performance Analysis of Supercritical Airfoil in Helicopter Main Rotor	7
Tampering Detection Approach of Arabic-Text Based on Contents Interrelationship	7
Live Data Analytics with IoT Intelligence-Sensing System in Public Transportation for COVID-19 Pandemic	7
Impact of COVID-19 Pandemic: A Cybersecurity Perspective	7
CGraM: Enhanced Algorithm for Community Detection in Social Networks	7
Wireless Intrusion Detection Based on Optimized LSTM with Stacked Auto Encoder Network	7
Novel Dynamic Scaling Algorithm for Energy Efficient Cloud Computing	7
Selective Cancellable Multi-Biometric Template Generation Scheme Based on Multi-Exposure Feature Fusion	7
Energy Demand Forecasting Using Fused Machine Learning Approaches	7
Managing Software Security Risks through an Integrated Computational Method	7
Time-Efficient Fire Detection Convolutional Neural Network Coupled with Transfer Learning	7
Hardware Acceleration of Image and Video Processing on Xilinx Zynq Platform	7
3D Model Construction and Ecological Environment Investigation on a Regional Scale Using UAV Remote Sensing	7
Analysis of Roadside Accident Severity on Rural and Urban Roadways	7
Synovial Sarcoma Classification Technique Using Support Vector Machine and Structure Features	7
Hybrid Deep Learning Modeling for Water Level Prediction in Yangtze River	7
Detecting and Analysing Fake Opinions Using Artificial Intelligence Algorithms	7
Grey Wolf Optimizer-Based Fractional MPPT for Thermoelectric Generator	7
Decentralized Link Failure Prevention Routing (DLFPR) Algorithm for Efficient Internet of Things	7
Improved Anomaly Detection in Surveillance Videos with Multiple Probabilistic Models Inference	7
A Review on Privacy Preservation of Location-Based Services in Internet of Things	7
Volumetric Object Modeling Using Internal Shape Preserving Constraint in Unity 3D	7
Energy Aware Seagull Optimization-Based Unequal Clustering Technique in WSN Communication	7
Federated Learning for Privacy-Preserved Medical Internet of Things	6
Hybrid Deep Learning Based Attack Detection for Imbalanced Data Classification	6
Optimal Parameter Estimation of Proton Exchange Membrane Fuel Cells	6
SVM Algorithm for Vibration Fault Diagnosis in Centrifugal Pump	6
Secure Image Authentication Using Watermarking and Blockchain	6
Intrusion Detection in the Internet of Things Using Fusion of GRU-LSTM Deep Learning Model	6
Kidney Tumor Segmentation Using Two-Stage Bottleneck Block Architecture	6
Content-Based Movie Recommendation System Using MBO with DBN	6
Multi-Level Deep Generative Adversarial Networks for Brain Tumor Classification on Magnetic Resonance Images	6
Ensemble Deep Learning Models for Mitigating DDoS Attack in Software-Defined Network	6
Automatic Human Detection Using Reinforced Faster-RCNN for Electricity Conservation System	6
Efficient Key Management System Based Lightweight Devices in IoT	6
Improved Ant Colony Optimization and Machine Learning Based Ensemble Intrusion Detection Model	6
A New Four-Parameter Moment Exponential Model with Applications to Lifetime Data	6
Blockchain-Enabled Digital Rights Management for Museum-Digital Property Rights	6
Reconstruction and Optimization of Complex Network Community Structure under Deep Learning and Quantum Ant Colony Optimization Algorithm	6
Vision-Aided Path Planning Using Low-Cost Gene Encoding for a Mobile Robot	6
Social Networks Fake Account and Fake News Identification with Reliable Deep Learning	6
Cryptanalysis of an Online/Offline Certificateless Signature Scheme for Internet of Health Things	6
Person Re-Identification Based on Joint Loss and Multiple Attention Mechanism	6
Video Surveillance-Based Urban Flood Monitoring System Using a Convolutional Neural Network	6
Optimal Energy Forecasting Using Hybrid Recurrent Neural Networks	6
Stock Price Prediction Using Optimal Network Based Twitter Sentiment Analysis	6
A Novel Hybrid Deep Learning Framework for Intrusion Detection Systems in WSN-IoT Networks	6
IoT Based Disease Prediction Using Mapreduce and LSQN3 Techniques	6
Hybrid Deep Learning Framework for Privacy Preservation in Geo-Distributed Data Centre	6
An Optimized Scale-Invariant Feature Transform Using Chamfer Distance in Image Matching	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
Emotion Recognition with Short-Period Physiological Signals Using Bimodal Sparse Autoencoders	6
Real-Time Safety Helmet Detection Using Yolov5 at Construction Sites	6
Design and Development of Collaborative AR System for Anatomy Training	6
Fault Detection Algorithms for Achieving Service Continuity in Photovoltaic Farms	6
Building Graduate Salary Grading Prediction Model Based on Deep Learning	6
Deep Neural Networks for Gun Detection in Public Surveillance	6
Crypto Hash Based Malware Detection in IoMT Framework	6
Integrated Privacy Preserving Healthcare System Using Posture-Based Classifier in Cloud	6
Sensor Data Based Anomaly Detection in Autonomous Vehicles using Modified Convolutional Neural Network	6
Hybrid Invasive Weed Improved Grasshopper Optimization Algorithm for Cloud Load Balancing	6
Hybrid Multimodal Biometric Template Protection	6
Emotional Analysis of Arabic Saudi Dialect Tweets Using a Supervised Learning Approach	6
Scheduling Algorithm for Grid Computing Using Shortest Job First with Time Quantum	6
Fuzzy Based Interleaved Step-up Converter for Electric Vehicle	5
Cayley Picture Fuzzy Graphs and Interconnected Networks	5
COVID-19 Diagnosis Using Transfer-Learning Techniques	5
Deep Learning for Depression Detection Using Twitter Data	5
A Dynamic Adaptive Firefly Algorithm for Flexible Job Shop Scheduling	5
Shallow Neural Network and Ontology-Based Novel Semantic Document Indexing for Information Retrieval	5
Semantic Analysis of Urdu English Tweets Empowered by Machine Learning	5
Measurement-based Quantum Repeater Network Coding	5
Morphological Feature Aware Multi-CNN Model for Multilingual Text Recognition	5
A New Route Optimization Approach of Fresh Agricultural Logistics Distribution	5
Visual Protection Using RC5 Selective Encryption in Telemedicine	5
Computational Approach via Half-Sweep and Preconditioned AOR for Fractional Diffusion	5
Recent Advances in Fatigue Detection Algorithm Based on EEG	5
A Design Framework for Smart Ration Shop Using Blockchain and IoT Technologies	5
Medical Image Transmission Using Novel Crypto-Compression Scheme	5
Arithmetic Optimization with Deep Learning Enabled Churn Prediction Model for Telecommunication Industries	5
Mathematical Design Enhancing Medical Images Formulated by a Fractal Flame Operator	5
Approximations by Ideal Minimal Structure with Chemical Application	5
A Morphological Image Segmentation Algorithm for Circular Overlapping Cells	5
Multivariate Outlier Detection for Forest Fire Data Aggregation Accuracy	5
Automatic BIM Indoor Modelling from Unstructured Point Clouds Using a Convolutional Neural Network	5
Multimodal Machine Learning Based Crop Recommendation and Yield Prediction Model	5
Detection of DDoS Attack in IoT Networks Using Sample Selected RNN-ELM	5