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Machine Learning Paradigms

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Cover of 'Machine Learning Paradigms'

Table of Contents

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    Book Overview
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    Chapter 1 Machine Learning Paradigms: Introduction to Deep Learning-Based Technological Applications
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    Chapter 2 Vision to Language: Methods, Metrics and Datasets
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    Chapter 3 Deep Learning Techniques for Geospatial Data Analysis
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    Chapter 4 Deep Learning Approaches in Food Recognition
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    Chapter 5 Deep Learning for Twitter Sentiment Analysis: The Effect of Pre-trained Word Embedding
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    Chapter 6 A Good Defense Is a Strong DNN: Defending the IoT with Deep Neural Networks
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    Chapter 7 Survey on Deep Learning Techniques for Medical Imaging Application Area
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    Chapter 8 Deep Learning Methods in Electroencephalography
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    Chapter 9 The Implementation and the Design of a Hybriddigital PI Control Strategy Based on MISO Adaptive Neural Network Fuzzy Inference System Models–A MIMO Centrifugal Chiller Case Study
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    Chapter 10 A Review of Deep Reinforcement Learning Algorithms and Comparative Results on Inverted Pendulum System
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    Chapter 11 Stock Market Forecasting by Using Support Vector Machines
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    Chapter 12 An Experimental Exploration of Machine Deep Learning for Drone Conflict Prediction
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    Chapter 13 Deep Dense Neural Network for Early Prediction of Failure-Prone Students
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    Chapter 14 Non-parametric Performance Measurement with Artificial Neural Networks
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    Chapter 15 A Comprehensive Survey on the Applications of Swarm Intelligence and Bio-Inspired Evolutionary Strategies
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    Chapter 16 Detecting Magnetic Field Levels Emitted by Tablet Computers via Clustering Algorithms
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Title
Machine Learning Paradigms
Published by
Springer International Publishing, October 2020
DOI 10.1007/978-3-030-49724-8
ISBNs
978-3-03-049723-1, 978-3-03-049724-8
Editors

Tsihrintzis, George A., Jain, Lakhmi C.

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