Books in Computer science

The Computing collection presents a range of foundational and applied content across computer and data science, including fields such as Artificial Intelligence; Computational Modelling; Computer Networks, Computer Organization & Architecture, Computer Vision & Pattern Recognition, Data Management; Embedded Systems & Computer Engineering; HCI/User Interface Design; Information Security; Machine Learning; Network Security; Software Engineering.

Books Journals

Agent-based Spatial Simulation with NetLogo, Volume 2

1st Edition
November 22, 2016
Arnaud Banos + 2 more
English
Hardback
9 7 8 1 7 8 5 4 8 1 5 7 4
eBook
9 7 8 0 0 8 1 0 1 0 6 4 8

Whereas Volume 1 introduced the NetLogo platform as a means of prototyping simple models, this second volume focuses on the advanced use of NetLogo to connect both data and theories, making it ideal for the majority of scientific communities. The authors focus on agent-based modeling of spatialized phenomena with a methodological and practical orientation, demonstrating how advanced agent-based spatial simulation methods and technics can be implemented. This book provides theoretical and conceptual backgrounds, as well as algorithmic and technical insights, including code and applets, so that readers can test and re-use most of its content.

Universal UX Design

1st Edition
November 19, 2016
Alberto Ferreira
English
Paperback
9 7 8 0 1 2 8 0 2 4 0 7 2
eBook
9 7 8 0 1 2 8 0 2 5 9 5 6

Universal UX Design: Building Multicultural User Experience provides an ideal guide as multicultural UX continues to emerge as a transdisciplinary field that, in addition to the traditional UI and corporate strategy concerns, includes socio/cultural and neurocognitive concerns that constitute one of the first steps in a truly global product strategy. In short, multicultural UX is no longer a nice-to-have in your overall UX strategy, it is now a must-have. This practical guide teaches readers about international concerns on the development of a uniquely branded, yet culturally appealing, software end-product. With hands-on examples throughout, readers will learn how to accurately predict user behavior, optimize layout and text elements, and integrate persuasive design in layout, as well as how to determine which strategies to communicate image and content more effectively, while demystifying the psychological and sociopolitical factors associated with culture. The book reviews the essentials of cognitive UI perception and how they are affected by socio-cultural conditioning, as well as how different cultural bias and expectations can work in UX design.

Contextual Design

2nd Edition
November 16, 2016
Karen Holtzblatt + 1 more
English
Paperback
9 7 8 0 1 2 8 0 0 8 9 4 2
eBook
9 7 8 0 1 2 8 0 1 1 3 6 2

Contextual Design: Design for Life, Second Edition, describes the core techniques needed to deliberately produce a compelling user experience. Contextual design was first invented in 1988 to drive a deep understanding of the user into the design process. It has been used in a wide variety of industries and taught in universities all over the world. Until now, the basic CD approach has needed little revision, but with the wide adoption of handheld devices, especially smartphones, the way technology is integrated into people’s lives has fundamentally changed. Contextual Design V2.0 introduces both the classic CD techniques and the new techniques needed to "design for life", fulfilling core human motives while supporting activities. This completely updated and revised edition is written in a clear, informal style without excessive jargon, and is the must-have book for any UX Design library. Users will find coverage of mobile devices and consumer and business products, all illustrated with new examples, case studies, and discussions on how to use CD with the agile development and other project requirements methods.

Predictive Modeling of Drug Sensitivity

1st Edition
November 15, 2016
Ranadip Pal
English
Paperback
9 7 8 0 1 2 8 0 5 2 7 4 7
eBook
9 7 8 0 1 2 8 0 5 4 3 1 4

Predictive Modeling of Drug Sensitivity gives an overview of drug sensitivity modeling for personalized medicine that includes data characterizations, modeling techniques, applications, and research challenges. It covers the major mathematical techniques used for modeling drug sensitivity, and includes the requisite biological knowledge to guide a user to apply the mathematical tools in different biological scenarios. This book is an ideal reference for computer scientists, engineers, computational biologists, and mathematicians who want to understand and apply multiple approaches and methods to drug sensitivity modeling. The reader will learn a broad range of mathematical and computational techniques applied to the modeling of drug sensitivity, biological concepts, and measurement techniques crucial to drug sensitivity modeling, how to design a combination of drugs under different constraints, and the applications of drug sensitivity prediction methodologies.

Temporal Data Mining via Unsupervised Ensemble Learning

1st Edition
November 15, 2016
Yun Yang
English
Paperback
9 7 8 0 1 2 8 1 1 6 5 4 8
eBook
9 7 8 0 1 2 8 1 1 8 4 1 2

Temporal Data Mining via Unsupervised Ensemble Learning provides the principle knowledge of temporal data mining in association with unsupervised ensemble learning and the fundamental problems of temporal data clustering from different perspectives. By providing three proposed ensemble approaches of temporal data clustering, this book presents a practical focus of fundamental knowledge and techniques, along with a rich blend of theory and practice. Furthermore, the book includes illustrations of the proposed approaches based on data and simulation experiments to demonstrate all methodologies, and is a guide to the proper usage of these methods. As there is nothing universal that can solve all problems, it is important to understand the characteristics of both clustering algorithms and the target temporal data so the correct approach can be selected for a given clustering problem. Scientists, researchers, and data analysts working with machine learning and data mining will benefit from this innovative book, as will undergraduate and graduate students following courses in computer science, engineering, and statistics.

Multi-Dimensional Summarization in Cyber-Physical Society

1st Edition
November 14, 2016
Hai Zhuge
English
Paperback
9 7 8 0 1 2 8 0 3 4 5 5 2
eBook
9 7 8 0 1 2 8 0 3 4 6 4 4

Text summarization has been studied for over a half century, but traditional methods process texts empirically and neglect the fundamental characteristics and principles of language use and understanding. Automatic summarization is a desirable technique for processing big data. This reference summarizes previous text summarization approaches in a multi-dimensional category space, introduces a multi-dimensional methodology for research and development, unveils the basic characteristics and principles of language use and understanding, investigates some fundamental mechanisms of summarization, studies dimensions on representations, and proposes a multi-dimensional evaluation mechanism. Investigation extends to incorporating pictures into summary and to the summarization of videos, graphs and pictures, and converges to a general summarization method. Further, some basic behaviors of summarization are studied in the complex cyber-physical-socia... space. Finally, a creative summarization mechanism is proposed as an effort toward the creative summarization of things, which is an open process of interactions among physical objects, data, people, and systems in cyber-physical-socia... space through a multi-dimensional lens of semantic computing. The author’s insights can inspire research and development of many computing areas.

FTTx Networks

1st Edition
November 11, 2016
James Farmer + 3 more
English
Paperback
9 7 8 0 1 2 4 2 0 1 3 7 8
eBook
9 7 8 0 1 2 8 0 0 4 5 8 6

FTTX Networks: Technology Implementation and Operation provides an in-depth treatment of the technology and implementation of FTTX networks, discusses the environment that gave rise to FTTX, provides a survey of the available FTTX technologies, and gives users the state-of-the-art knowledge needed for successful deployment of FTTX. The book includes hands-on project planning engineering design and operations checklists, as well as recommended best practices for configuring FTTH systems and the data networks preceding them for IPTV, voice, and data, with case studies of actual FTTH systems and a methodology for predicting the performance of real systems. This book is a must-read for all network engineers, technical businesspeople, and technical specialists engaged in building FTTX networks, from technology selection, to fielding the network in production, to implementation.

Individualized Drug Therapy for Patients

1st Edition
November 8, 2016
Roger W Jelliffe + 1 more
English
Paperback
9 7 8 0 1 2 8 0 3 3 4 8 7
eBook
9 7 8 0 1 2 8 0 3 3 4 9 4

Individualized Drug Therapy for Patients: Basic Foundations, Relevant Software and Clinical Applications focuses on quantitative approaches that maximize the precision with which dosage regimens of potentially toxic drugs can hit a desired therapeutic goal. This book highlights the best methods that enable individualized drug therapy and provides specific examples on how to incorporate these approaches using software that has been developed for this purpose. The book discusses where individualized therapy is currently and offers insights to the future. Edited by Roger Jelliffe, MD and Michael Neely, MD, renowned authorities in individualized drug therapy, and with chapters written by international experts, this book provides clinical pharmacologists, pharmacists, and physicians with a valuable and practical resource that takes drug therapy away from a memorized ritual to a thoughtful quantitative process aimed at optimizing therapy for each individual patient.

Optical Interconnects for Data Centers

1st Edition
November 1, 2016
Tolga Tekin + 3 more
English
eBook
9 7 8 0 0 8 1 0 0 5 1 3 2

Current data centre networks, based on electronic packet switches, are experiencing an exponential increase in network traffic due to developments such as cloud computing. Optical interconnects have emerged as a promising alternative offering high throughput and reduced power consumption. Optical Interconnects for Data Centers reviews key developments in the use of optical interconnects in data centres and the current state of the art in transforming this technology into a reality. The book discusses developments in optical materials and components (such as single and multi-mode waveguides), circuit boards and ways the technology can be deployed in data centres. Optical Interconnects for Data Centers is a key reference text for electronics designers, optical engineers, communications engineers and R&D managers working in the communications and electronics industries as well as postgraduate researchers.

Short-Wavelength Magnetic Recording

1st Edition
October 27, 2016
J.J.M. Ruigrok
English
eBook
9 7 8 1 4 8 3 2 9 2 4 6 5

Short-wavelength magnetic recording presents a series of practical solutions to a wide range of problems in the field of magnetic recording. It features many new and original results, all derived from fundamental principles as a result of up-to-date research.A special section is devoted to the playback process, including the calculations of head efficiency and head impedance, derived from new theorems.Features include:A simple and fast method for measuring efficiency; a simple method for the accurate separation of the read and write behaviour of magnetic heads; a new concept - the bandpass head.Other types of head covered include: the metal-in-gap head; the amarphous head; the thin-film head; the magneto-resistive head; and probe-type heads for perpendicular recording.The introduction includes an invaluable historical summary of magnetic recording, and the book also features an extensive subject index, complete author index, and a glossary of symbols."The scope and mathematical rigour of this book can only be compared with W.K. Westmijze's 1953 landmark "Studies in Magnetic Recording""The easy writing style (renders) the mathematical treatments readily understandable as physical propositions... A careful study of this book cannot help but provide the reader with the most profound insights into the limits of short-wavelength recording." John C. Mallinson, Center for Magnetic Recording Research, University of California, San Diego, USA.

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