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Machine Learning for Predictive Analysis

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Cover of 'Machine Learning for Predictive Analysis'

Table of Contents

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    Book Overview
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    Chapter 1 A Hybrid Deep Learning Approach for Stock Price Prediction
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    Chapter 2 Detection of Alphanumeric Characters by Connectionist Temporal Classification with Vanilla Beam Search Algorithm and NLP Using MATLAB and Keras
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    Chapter 3 Multilabel Toxic Comment Classification Using Supervised Machine Learning Algorithms
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    Chapter 4 Model of Speed Spheroidization of Metals and Alloys Based on Multiprocessor Computing Complexes
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    Chapter 5 Prediction of Sales Using Stacking Classifier
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    Chapter 6 How to Use LDA Model to Analyze Patent Information? Taking Ships Integrated Power System as an Example
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    Chapter 7 A Comparison Study on Various Continuous Integration Tools in Software Development
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    Chapter 8 A Holistic Study on Approaches to Prevent Sexual Harassment on Twitter
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    Chapter 9 Cyber Bullying Detection Based on Twitter Dataset
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    Chapter 10 Soil pH Prediction Using Machine Learning Classifiers and Color Spaces
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    Chapter 11 A Food Recommendation System Based on BMI, BMR, k-NN Algorithm, and a BPNN
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    Chapter 12 Complexity Reduced Bi-channel CNN for Image Classification
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    Chapter 13 An Approach to Mitigate the Risk of Customer Churn Using Machine Learning Algorithms
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    Chapter 14 Frequency Detection and Variation with Smart-Sensor Data Analysis Using Artificial Neural Network and Cloud Computing
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    Chapter 15 Comprehensive Study of Fetal Monitoring Methods for Detection of Fetal Compromise
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    Chapter 16 Enhanced Flower Pollination Algorithm for Task Scheduling in Cloud Computing Environment
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    Chapter 17 Counterfeit Currency Detection Using Supervised Machine Learning Algorithms
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    Chapter 18 Spam Mail Classification Using Ensemble and Non-Ensemble Machine Learning Algorithms
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    Chapter 19 On the Desired Properties of Linear Feedback Shift Register (LFSR) Based High-Speed PN-Sequence-Generator
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    Chapter 20 Syngas Assessment from Plastic Waste Using Artificial Neural Network—A Review
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    Chapter 21 Applications of Data Mining in Predicting Stock Values
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    Chapter 22 Smart Artificial Intelligent-Based Controller for Hydroponic: New Technique for Soilless Plantation
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    Chapter 23 Human Action Detection Using Deep Learning
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    Chapter 24 Automatic Detection of Leaf Disease Using CNN Algorithm
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    Chapter 25 Prediction of Emotional Condition Through Dialog Narratives Using Deep Learning Approach
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    Chapter 26 Software Requirements Classification and Prioritisation Using Machine Learning
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    Chapter 27 Comparison of Hidden Markov Models and the FAST Algorithm for Feature-Aware Knowledge Tracing
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    Chapter 28 ABCADF: Deploy Artificially Bee Colony Algorithm for Model Transformation Cohesive with Fitness Function of Adaptive Dragonfly Algorithm
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    Chapter 29 Performance Comparison of Markov Chain and LSTM Models for Spectrum Prediction in GSM Bands
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    Chapter 30 Prediction of Network Attacks Using Connection Behavior
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    Chapter 31 Multi-Face Recognition Using CNN for Attendance System
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    Chapter 32 Simulating the Concept of Self-Driving Cars Using Deep-Q Learning
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    Chapter 33 Dynamic Cloud Access Security Broker Using Artificial Intelligence
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    Chapter 34 A Comparative VHDL Implementation of Advanced Encryption Standard Algorithm on FPGA
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    Chapter 35 Document Recommendation for Medical Training Using Learning to Rank
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    Chapter 36 An Algorithmic Game Theory Approach for the Stable Coalition and Optimum Transmission Cost in D2D Communication
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    Chapter 37 A Study of Hybrid Approach for Face Recognition Using Student Database
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    Chapter 38 Multi-objective Consensus Clustering Framework for Flight Search Recommendation
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    Chapter 39 Profiling JVM for AI Applications Using Deep Learning Libraries
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    Chapter 40 Offline Signature Recognition Using Deep Features
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    Chapter 42 An Analysis and Comparative Study of Data Deduplication Scheme in Cloud Storage
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    Chapter 43 Prediction of the Most Productive Crop in a Geographical Area Using Machine Learning
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    Chapter 44 The Smart Set: A Study on the Factors that Affect the Adoption of Smart Home Technology
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    Chapter 45 New Approach for Multimodal Biometric Recognition
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    Chapter 46 Survey on Object Detection, Distance Estimation and Navigation Systems for Blind People
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    Chapter 47 Classroom to Industry: A Pathway of a Student to Be an Engineer
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    Chapter 48 ML Suite: An Auto Machine Learning Tool
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    Chapter 49 Survey and Gap Analysis on Event Prediction of English Unstructured Texts
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    Chapter 50 Human Action Detection Using Deep Learning Techniques
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    Chapter 51 Deep Learning Methods and Applications for Precision Agriculture
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    Chapter 52 Object Detection with Convolutional Neural Networks
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    Chapter 53 Autonomous Vehicle Simulation Using Deep Reinforcement Learning
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    Chapter 54 Bitcoin Price Prediction Using Time Series Analysis and Machine Learning Techniques
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    Chapter 55 The Detection of Diabetic Retinopathy in Human Eyes Using Convolution Neural Network (CNN)
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    Chapter 56 Breast Cancer Classification Using Machine Learning Algorithms
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    Chapter 57 A Strategic Approach to Enrich Brand Through Artificial Intelligence
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    Chapter 58 Real Estate Price’s Forecasting Through Predictive Modelling
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    Chapter 59 Bitcoin Cost Prediction Using Neural Networks
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    Chapter 60 A Comprehensive Analysis for Validation of AVISAR Object-Oriented Testing Tool
Attention for Chapter 6: How to Use LDA Model to Analyze Patent Information? Taking Ships Integrated Power System as an Example
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