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Introduction to Machine Learning with R: Rigorous Mathematical Analysis
Introduction to Machine Learning with R: Rigorous Mathematical Analysis

Machine learning is an intimidating subject until you know the fundamentals. If you understand basic coding concepts, this introductory guide will help you gain a solid foundation in machine learning principles. Using the R programming language, you’ll first start to learn with regression modelling and then move into more...

Flexibility and Robustness in Scheduling
Flexibility and Robustness in Scheduling

Scheduling is a broad research area and scheduling problems arise from several application domains (production systems, logistic, computer science, etc.). Solving scheduling problems requires tools of combinatorial optimization, exact or approximated algorithms. Flexibility is at the frontier between predictive deterministic approaches and...

Nonlinear Digital Filtering with Python: An Introduction
Nonlinear Digital Filtering with Python: An Introduction

Nonlinear Digital Filtering with Python: An Introduction discusses important structural filter classes including the median filter and a number of its extensions (e.g., weighted and recursive median filters), and Volterra filters based on polynomial nonlinearities. Adopting both structural and behavioral approaches in characterizing...

Automatic Quantum Computer Programming: A Genetic Programming Approach
Automatic Quantum Computer Programming: A Genetic Programming Approach
This is a book about the frontiers of computer science that have recently
been opened by work in quantum mechanics, but it is also a book
about the use of recently developed automatic programming technologies
to explore those frontiers. The automatic programming technologies
themselves issue from another interdisciplinary
...
Nutraceutical Proteins and Peptides in Health and Disease (Nutraceutical Science and Technology)
Nutraceutical Proteins and Peptides in Health and Disease (Nutraceutical Science and Technology)

Reports of the beneficial health effects of some peptides have begun to make their way into the scientific literature. Peptides can act as immunomodulators, and have been shown to have a positive influence on calcium absorption, and on regulation of serum cholesterol. A number of peptides may also possess antimicrobial properties that enhance...

Concise Encyclopedia of Robotics
Concise Encyclopedia of Robotics
Welcome to the high frontier of cognition and computation!

You are about to dig into a uniquely interesting and important book. This is not a highly technical or abstruse guide to this often complex and difficult-to-understand subject. Rather, the book provides short, clear definitions and interpretations of the major concepts and
...
Management of the Object-oriented Development Process
Management of the Object-oriented Development Process
Dilemmas involving notation, project planning, project management, and activity
workflow pervade the world of software development. Object-orientation
provides an elegant language for framing such problems, and powerful
tools for resolving them.

In this book, we have brought together a collection of presentations,
...
Fundamentals of Electric Circuits
Fundamentals of Electric Circuits

You may be wondering why we chose a photo of astronauts working in space on the Space Station for the cover. We actually chose it for several reasons. Obviously, it is very exciting; in fact, space represents the most exciting frontier for the entire world! In addition, much of the station itself consists of all kinds of circuits! One...

Handbook of Quantum Logic and Quantum Structures: Quantum Logic
Handbook of Quantum Logic and Quantum Structures: Quantum Logic

Quantum Mechanics owes it's success to mathematical formalism. Through a discussion of various achievements in Mathematical and logical formalism, this handbook will ultimately address larger issues surrounding Quantum Mechanics.

Quantum mechanics is said to be the most successful physical theory ever. It is, in fact,
...

Wireless Networks: From the Physical Layer to Communication, Computing, Sensing and Control
Wireless Networks: From the Physical Layer to Communication, Computing, Sensing and Control
This multidisciplinary volume originates from lectures presented at a short course on wireless communications in Capri, Italy. This globally attended conference has produced an exceptional book written by pioneers in the field. Lecturers at Capri included pillars in the fields of electromagnetics, communications, information technology and...
Pattern Matching Algorithms
Pattern Matching Algorithms
Issues of matching and searching on elementary discrete structures arise pervasively in computer science and many of its applications, and their relevance is expected to grow as information is amassed and shared at an accelerating pace. Several algorithms were discovered as a result of these needs, which in turn created the subfield of Pattern...
Interactive Data Visualization for the Web
Interactive Data Visualization for the Web

Create and publish your own interactive data visualization projects on the Web—even if you have little or no experience with data visualization or web development. It’s easy and fun with this practical, hands-on introduction. Author Scott Murray teaches you the fundamental concepts and methods of D3, a JavaScript library...

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