Advances in Machine Learning and Big Data Analytics I

Preface.- Optimized Neural Networks Archetype for Prediction of Socio-Economic Class of Women in India.- Improvement of UPFC Performance in Power Systems Using Artificial Intelligence.- Similarity Analysis of Protein Sequences with a New 3-D Graphical Representation Technique.- Enhanced Security and Robustness of Data Using Steganography.- A TTIG Based Deep Convolution Combined GAN and CLS for Text to Image Synthesis.- Smart Agricultural Greenhouse System: A Context-aware Application.- Deep Learning Approach for Analyzing and Predicting Thyroid Cancer in Computed Tomography Images.- Identifying Essential Hub Genes and Protein Complexes in Malaria GO Data using Semantic Similarity Measures.- Improving Performance of Plant Disease Detection using YOLOv7 and YOLOv8.- Detection of Congenital Heart Disease from Heart Sounds using 2DCNN-BiLSTM with Attention Mechanism.- Automated Reviewer Assignment Process using Machine Learning Technique.- Early Prediction of Breast Cancer using SupervisedMachine Learning.- A Method for Detecting Retinal Micro aneurysms in the Fundus Using CR-SF and RG-TF.- Pilot Super Resolution Network (PSRN) based Mango Fruit Classification.- Classification of Parkinson's Disease Using Machine Learning Techniques.- Performance Evaluation of Quality of Service (QoS) in Modified Ad hoc On-Demand Distance Vector (MAODV) Routing Protocol in Manets.- Minimize the Energy Consumption to Increase the Network Lifetime for Green IoT Environment.- Object Detection and Enhancement in Low Light Images using Deep Learning and Computer Vision for High-Quality Images.- Brain Stroke Identification from MRI Images using Artificial Intelligence.- DDoS impact and mitigation techniques: Classification and Security practices.- A Survey on Skin Cancer Detection Using Artificial Intelligence.- Unveiling Hate Speech: Identifying Toxic Comments Targeting Women in Online Social Media Posts.- A Real-Time Medical Data Sharing and Pre-Maintenance Using Lite Consensus Blockchainwith IoT.- A Review of Ranking Approach to Rank Interval-valued Trapezoidal Intuitionistic Fuzzy Sets.- Identification of retinal fundus in diabetic patients using deep learning algorithms.- A Survey on Sentiment Analysis and Age Factor Influences on Promotional Brand usage of Personal Care Products using e-Commerce.- An Empirical Evaluation of ResNet-SE-16 for Accurate Classification of Lung Cancer using Histopathological ImagesSmart Health Prediction Using Random Forest.- Vulnerability Assessment and Penetration Testing Using Parrot Operating System.- Assessing NSAID Threat Degree of Unfavorable Medical Reactions Using Machine Learning.- Searchable Encryption for Privacy Preserving with Fine Grained Access Control.- Classification for Disease Gene Association.- Machine Learning-Based Air Pollution Monitoring and Forecasting.- An Energy Efficient Segmentation Technique Enabled Deep Neural Network for Melanoma Detection and Classification from Dermoscopic Images.- A Novel Parasitic Mushroom-Like Structure with High Gain Microstrip Patch Antenna for Broadband Applications.- Design of EV Battery System Using Grid-Interfaced Solar PV Powered Electric Vehicle Battery System with Novel Adaptive Digital Control Algorithm.- A Decentralized and Intelligent Approach for Suspicious Event Detection in Surveillance Range.- Facial Emotion Recognition using Artificial Intelligence.- Artificial Intelligence Enhanced Security Problems in Real-Time Scenario using Blowfish Algorithm.- Image Selection for Graphical Password Authentification.- A Hybrid Machine Intelligence Demographic Feature Selection Approach to Improve Recommendation System in Social Domain.- An Exploratory Review of Machine Learning and Deep Learning Applications in Healthcare Management.- Bone Fracture Prediction using Machine Learning and Deep Learning Techniques.- Plant Disease Detection Using Modern Deep Learning Approach: YOLOv7.- Analysis of the life insurance business performance based on COVID byusing machine learning algorithms.- Soft Computing for Visual Recognition through audio for Visually Impaired.- Diet Meal Plan Chatbot.- MRI Images Based Brain Tumor Classification Using Convolution Neural Networks.- Segmenting MRI Images Using Federated Learning for Brain Tumor Detection.- An Ensemble Model of Skin Disease Detection Using CNN and Transfer Learning.- Session Based News Recommendation System.- A Fusion-based Approach for Generating Image Captions.- Comparison of Machine Learning Algorithms for Detection of Stuttering in Speech.- The Evolutionary Impact of Pattern Recognition in Research Applications - A Wide Spectrum Survey.- Prediction of GATE Examination Clearance for Fresh Graduate Candidates: An Advanced Machine Learning Approach.- Index.