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Introduction

Introduction

Optimal Feature Manipulation Attacks Against Linear Regression

General Theories and Notations

On the Adversarial Robustness of LASSO Based Feature Selection

Square Root and Inverse Square Root

First Principal Eigenvector

On the Adversarial Robustness of Subspace Learning

Summary and Extensions

Principal and Minor Eigenvectors

Accelerated Computation of Eigenvectors

Generalized Eigenvectors

Real-World Applications of Adaptive Linear Algorithms

Image Features in Machine Learning

Image Segmentation and Classification Using Deep Learning

Deep Learning Based Synthetic Aperture Radar Image Classification

Design Perspectives of Multi‐task Deep‐Learning Models and Applications

Image Reconstruction Using Deep Learning

Machine and Deep‐Learning Techniques for Image Super‐Resolution

Machine and Deep‐Learning Techniques for Text and Speech Processing

<fc>Manipuri</fc> Handwritten Script Recognition Using Machine and Deep Learning

Comparison of Different Text Extraction Techniques for Complex Color Images

Smart Text Reader System for People who are Blind Using Machine and Deep Learning

Machine‐Learning Techniques for Deaf People

Design and Development of Chatbot Based on Reinforcement Learning

<fc>DNN</fc> Based Speech Quality Enhancement and Multi‐speaker Separation for Automatic Speech Recognition System

Design and Development of Real‐Time Music Transcription Using Digital Signal Processing

Role of Machine Learning in Wrist Pulse Analysis

An Explainable Convolutional Neural Network‐Based Method for Skin‐Lesion Classification from Dermoscopic Images

Future of Machine Learning ( <fc>ML</fc> ) and Deep Learning ( <fc>DL</fc> ) in Healthcare Monitoring System

Usage of AI and Wearable IoT Devices for Healthcare Data: A Study

Impact of <fc>IoT</fc> in Biomedical Applications Using Machine and Deep Learning

Wireless Communications Using Machine Learning and Deep Learning

Applications of Machine Learning and Deep Learning in Smart Agriculture

Structural Damage Prediction from Earthquakes Using Deep Learning

Machine‐Learning and Deep‐Learning Techniques in Social Sciences

Green Energy Using Machine and Deep Learning

Light Deep <fc>CNN</fc> Approach for Multi‐Label Pathology Classification Using Frontal Chest <fc>X‐Ray</fc>

Index

Front Matter