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Data Clustering: Theory, Algorithms, and Applications (ASA-SIAM Series on Statistics and Applied Probability)
Data Clustering: Theory, Algorithms, and Applications (ASA-SIAM Series on Statistics and Applied Probability)
Cluster analysis is an unsupervised process that divides a set of objects into homogeneous groups. This book starts with basic information on cluster analysis, including the classification of data and the corresponding similarity measures, followed by the presentation of over 50 clustering algorithms in groups according to some specific baseline...
Veracity of Big Data: Machine Learning and Other Approaches to Verifying Truthfulness
Veracity of Big Data: Machine Learning and Other Approaches to Verifying Truthfulness
Examine the problem of maintaining the quality of big data and discover novel solutions. You will learn the four V’s of big data, including veracity, and study the problem from various angles. The solutions discussed are drawn from diverse areas of engineering and math, including machine learning, statistics, formal methods, and...
Bash Cookbook: Leverage Bash scripting to automate daily tasks and improve productivity
Bash Cookbook: Leverage Bash scripting to automate daily tasks and improve productivity

Create simple to advanced shell scripts and enhance your system functionality with effective recipes

Key Features

  • Automate tedious and repetitive tasks
  • Create several novel applications ranging from a simple IRC logger to a Web Scraper
  • Manage your system...
Python Reinforcement Learning Projects: Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow
Python Reinforcement Learning Projects: Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow

Implement state-of-the-art deep reinforcement learning algorithms using Python and its powerful libraries

Key Features

  • Implement Q-learning and Markov models with Python and OpenAI
  • Explore the power of TensorFlow to build self-learning models
  • Eight AI...
The Kitty Hawk Venture: A Novel About Continuous Testing in DevOps to Support Continuous Delivery and Business Success
The Kitty Hawk Venture: A Novel About Continuous Testing in DevOps to Support Continuous Delivery and Business Success

An airline is supposed to make the experience of booking a flight easy, trouble free, and reliable. But when scheduling software breaks down and flights get canceled, customers will walk, and heads will roll. That’s what Leigh Freemark faces the day she and her team launch a software upgrade that fails spectacularly and hits...

Bash Quick Start Guide: Get up and running with shell scripting with Bash
Bash Quick Start Guide: Get up and running with shell scripting with Bash

Learn how to write shell script effectively with Bash, to quickly and easily write powerful scripts to manage processes, automate tasks, and to redirect and filter program input and output in useful and novel ways.

Key Features

  • Demystify the Bash command line
  • Write shell...
Explorations in Computing: An Introduction to Computer Science (Chapman & Hall/CRC Textbooks in Computing)
Explorations in Computing: An Introduction to Computer Science (Chapman & Hall/CRC Textbooks in Computing)

Based on the author’s introductory course at the University of Oregon, Explorations in Computing: An Introduction to Computer Science focuses on the fundamental idea of computation and offers insight into how computation is used to solve a variety of interesting and important real-world problems. Taking an...

Image Processing: Tensor Transform and Discrete Tomography with MATLAB ®
Image Processing: Tensor Transform and Discrete Tomography with MATLAB ®

Focusing on mathematical methods in computer tomography, Image Processing: Tensor Transform and Discrete Tomography with MATLAB® introduces novel approaches to help in solving the problem of image reconstruction on the Cartesian lattice. Specifically, it discusses methods of image processing along...

Harmony Search Algorithm: Proceedings of the 3rd International Conference on Harmony Search Algorithm (ICHSA 2017) (Advances in Intelligent Systems and Computing)
Harmony Search Algorithm: Proceedings of the 3rd International Conference on Harmony Search Algorithm (ICHSA 2017) (Advances in Intelligent Systems and Computing)

This book presents state-of-the-art technical contributions based around one of the most successful evolutionary optimization algorithms published to date: Harmony Search. Contributions span from novel technical derivations of this algorithm to applications in the broad fields of civil engineering, energy, transportation &...

Novel Algorithms and Techniques in Telecommunications and Networking
Novel Algorithms and Techniques in Telecommunications and Networking
This book includes the proceedings of the 2008 International Conference on Telecommunications and Networking (TeNe).

TeNe 08 is part of the International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering (CISSE 08).
...
Bayesian Networks in R: with Applications in Systems Biology (Use R!)
Bayesian Networks in R: with Applications in Systems Biology (Use R!)
While there have been significant advances in capturing data from the entities across complex real-world systems, their associations and relationships are largely unknown. Associations between the entities may reveal interesting system-level properties that may not be apparent otherwise. Often these associations are hypothesized...
The Metacolonial State: Pakistan, Critical Ontology, and the Biopolitical Horizons of Political Islam (Antipode Book Series)
The Metacolonial State: Pakistan, Critical Ontology, and the Biopolitical Horizons of Political Islam (Antipode Book Series)

'An urgent and extraordinary book. Weaving a philosophical analysis of Heidegger, Agamben and Foucault, Jan draws out the implications of their thought for a radical analysis of the ontological politics of Islam and Pakistan. Whether writing about the 'Ulama and Deoband schools, blasphemy laws, the military, beards, or the...

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