Applications of Machine Learning

Chapter 1 Statistical Learning Process for the Reduction of Sample Collection Assuring a Desired Level of Confidence

Chapter 2 Sentiment Analysis on Google Play Store Data Using Deep Learning

Chapter 3 Managing the Data Meaning in the Data Stream Processing: A Systematic Literature Mapping

Chapter 4 Tracking an Object Using Traditional MS (Mean Shift) and CBWH MS (Mean Shift) Algorithm with Kalman Filter

Chapter 5 Transfer Learning and Domain Adaptation for Named-Entity Recognition

Chapter 6 Knowledge Graph from Informal Text: Architecture, Components, Algorithms and Applications

Chapter 7 Neighborhood-Based Collaborative Recommendations: An Introduction

Chapter 8 Classification of Arabic Text Using Singular Value Decomposition and Fuzzy C-Means Algorithms

Chapter 9 Echo State Network Based Nonlinear Channel Equalization in Wireless Communication System

Chapter 10 Melody Extraction from Music: A Comprehensive Study

Chapter 11 Comparative Analysis of Combined Gas Turbine–Steam Turbine Power Cycle Performance by Using Entropy Generation and Statistical Methodology

Chapter 12 Data Mining—A Tool for Handling Huge Voluminous Data

Chapter 13 Improving the Training Pattern in Back-Propagation Neural Networks Using Holt-Winters’ Seasonal Method and Gradient Boosting Model

Chapter 14 Ensemble of Multi-headed Machine Learning Architectures for Time-Series Forecasting of Healthcare Expenditures

Chapter 15 Soft Computing Approaches to Investigate Software Fault Proneness in Agile Software Development Environment

Chapter 16 Week Ahead Time Series Prediction of Sea Surface Temperature Using Nonlinear Autoregressive Network with and Without Exogenous Inputs

Chapter 17 Regression Model of Frame Rate Processing Performance for Embedded Systems Devices

Chapter 18 Time Series Data Representation and Dimensionality Reduction Techniques

Chapter 19 Simultaneous Localization and Mapping with Gaussian Technique

Chapter 20 Unsupervised Learning of the Sequences of Adulthood Transition Trajectories

Chapter 21 A Quantile-Based Approach to Supervised Learning

Chapter 22 Feature Learning Using Random Forest and Binary Logistic Regression for ATDS

Chapter 23 MLPGI: Multilayer Perceptron-Based Gender Identification Over Voice Samples in Supervised Machine Learning

Chapter 24 Scrutinize the Idea of Hadoop-Based Data Lake for Big Data Storage