Utilization of Sensors for Energy Generation using Pressure or Vibrations -- Modeling and Optimization of Discrete Evolutionary Systems of İnformation Security Management in a Random Environment -- Gender Identification using Ensemble Linear Discriminant Analysis Algorithm based on Facial Features -- Software Stack for Autonomous Vehicle: Motion Planning -- Transformers for Speaker Recognition -- Real-time Face Mask Detection using MobileNetV2 Classifier -- Spoken Language Identification for Native Indian Languages using Deep Learning Techniques -- Smart Attendance System using Machine Learning Algorithms -- Novel Approach to Phishing Detection Using ML and Visual Similarity -- Text Summarization of Articles using LSTM and Attention-based LSTM.

This book involves a collection of selected papers presented at International Conference on Machine Learning and Autonomous Systems (ICMLAS 2021), held in Tamil Nadu, India, during 24-25 September 2021. It includes novel and innovative work from experts, practitioners, scientists and decision-makers from academia and industry. It covers selected papers in the area of emerging modern mobile robotic systems and intelligent information systems and autonomous systems in agriculture, health care, education, military and industries.