Introduction to Machine Learning

Introduction to Machine Learning
Author: Ethem Alpaydin
Publisher: MIT Press
Total Pages: 639
Release: 2014-08-22
Genre: Computers
ISBN: 0262028182
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Introduction -- Supervised learning -- Bayesian decision theory -- Parametric methods -- Multivariate methods -- Dimensionality reduction -- Clustering -- Nonparametric methods -- Decision trees -- Linear discrimination -- Multilayer perceptrons -- Local models -- Kernel machines -- Graphical models -- Brief contents -- Hidden markov models -- Bayesian estimation -- Combining multiple learners -- Reinforcement learning -- Design and analysis of machine learning experiments.

Big Data Analytics

Big Data Analytics
Author: Anirban Mondal
Publisher: Springer
Total Pages: 429
Release: 2018-12-11
Genre: Computers
ISBN: 3030047806
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This book constitutes the refereed proceedings of the 6th International Conference on Big Data analytics, BDA 2018, held in Warangal, India, in December 2018. The 29 papers presented in this volume were carefully reviewed and selected from 93 submissions. The papers are organized in topical sections named: big data analytics: vision and perspectives; financial data analytics and data streams; web and social media data; big data systems and frameworks; predictive analytics in healthcare and agricultural domains; and machine learning and pattern mining.

The Future of Business

The Future of Business
Author: Rohit Talwar
Publisher: Fast Future Publishing Ltd
Total Pages: 577
Release: 2015-03-15
Genre:
ISBN: 0993295819
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The Future of Business explores how the commercial world is being transformed by the complex interplay between social, economic and political shifts, disruptive ideas, bold strategies and breakthroughs in science and technology. Over 60 contributors from 21 countries explore how the business landscape will be reshaped by factors as diverse as the modification of the human brain and body, 3D printing, alternative energy sources, the reinvention of government, new business models, artificial intelligence, blockchain technology, and the potential emergence of the Star Trek economy.

Future Access Enablers for Ubiquitous and Intelligent Infrastructures

Future Access Enablers for Ubiquitous and Intelligent Infrastructures
Author: Dragan Perakovic
Publisher: Springer
Total Pages: 416
Release: 2021-06-20
Genre: Computers
ISBN: 9783030784584
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This book constitutes the refereed post-conference proceedings of the 5th International Conference on Future Access Enablers for Ubiquitous and Intelligent Infrastructures, FABULOUS 2021, held in May 2021. Due to COVID-19 pandemic the conference was held virtually. This year’s conference topic covers security of innovative services and infrastructure in traffic, transport and logistic ecosystems. The 30 revised full papers were carefully reviewed and selected from 60 submissions. The papers are organized in thematic sessions on: Internet of things and smart city; smart environment applications; information and communications technology; smart health applications; sustainable communications and computing infrastructures.

Innovate Bristol

Innovate Bristol
Author: Sven Boermeester
Publisher:
Total Pages:
Release: 2019-12
Genre:
ISBN: 9781949677072
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Innovate Bristol highlights and celebrates those companies and individuals that are actively working at building a better tomorrow for all. Innovation Ecosystems thrive through the involvement and support of companies and individuals from all industries, which is why the Innovate series not only focuses on the innovators but also those people whom the Innovation Ecosystem, would not be able to thrive without.