Rule Based Systems for Big Data: A Machine Learning Approach (Repost)

Han Liu, Alexander Gegov, Mihaela Cocea, "Rule Based Systems for Big Data: A Machine Learning Approach"


English | 2015 | ISBN-10: 3319236954 | 121 pages | pdf | 2.8 MB

The ideas introduced in this book explore the relationships among rule based systems, machine learning and big data. Rule based systems are seen as a special type of expert systems, which can be built by using expert knowledge or learning from real data.




The book focuses on the development and evaluation of rule based systems in terms of accuracy, efficiency and interpretability. In particular, a unified framework for building rule based systems, which consists of the operations of rule generation, rule simplification and rule representation, is presented. Each of these operations is detailed using specific methods or techniques. In addition, this book also presents some ensemble learning frameworks for building ensemble rule based systems

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Methods of Mathematical Modelling: Continuous Systems and Differential Equations (Repost)

Thomas Witelski, Mark Bowen, "Methods of Mathematical Modelling: Continuous Systems and Differential Equations"


English | 2015 | ISBN-10: 3319230417 | 305 pages | pdf | 5 MB

This book presents mathematical modelling and the integrated process of formulating sets of equations to describe real-world problems. It describes methods for obtaining solutions of challenging differential equations stemming from problems in areas such as chemical reactions, population dynamics, mechanical systems, and fluid mechanics.




Chapters 1 to 4 cover essential topics in ordinary differential equations, transport equations and the calculus of variations that are important for formulating models. Chapters 5 to 11 then develop more advanced techniques including similarity solutions, matched asymptotic expansions, multiple scale analysis, long-wave models, and fast/slow dynamical systems.




Methods of Mathematical Modelling will be useful for advanced undergraduate or beginning graduate students in applied mathematics, engineering and other applied sciences.

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Computational Systems Toxicology (Repost)

Julia Hoeng, "Computational Systems Toxicology"


English | 2015 | ISBN-10: 1493927779 | 430 pages | pdf | 19 MB

This detailed volume explores key state-of-the-art computational applications that are crucial in Systems Toxicology. The recent technological developments in experimental biology and multi-omics measurements that enable Systems Biology and Systems Toxicology can only be fully leveraged by the application of a broad range of computational approaches ranging from data management to mathematical modeling. Taking this into account, chapters in this book cover data management and processing, data analysis, biological network building and analysis, as well as the application of computational methods to toxicological assessment.




Written for the Methods in Pharmacology and Toxicology series, Computational Systems Toxicology includes the kind of key practical advice that will aid readers in furthering our knowledge of toxic substances and reactions to them.

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A Guide to Numerical Modelling in Systems Biology (repost)

Peter Deuflhard, Susanna Röblitz, "A Guide to Numerical Modelling in Systems Biology"


2015 | ISBN-10: 3319200585 | 168 pages | PDF | 3 MB

This book is intended for students of computational systems biology with only a limited background in mathematics. Typical books on systems biology merely mention algorithmic approaches, but without offering a deeper understanding. On the other hand, mathematical books are typically unreadable for computational biologists. The authors of the present book have worked hard to fill this gap. The result is not a book on systems biology, but on computational methods in systems biology. This book originated from courses taught by the authors at Freie Universität Berlin. The guiding idea of the courses was to convey those mathematical insights that are indispensable for systems biology, teaching the necessary mathematical prerequisites by means of many illustrative examples and without any theorems. The three chapters cover the mathematical modelling of biochemical and physiological processes, numerical simulation of the dynamics of biological networks, and identification of model parameters by means of comparisons with real data. Throughout the text, the strengths and weaknesses of numerical algorithms with respect to various systems biological issues are discussed. Web addresses for downloading the corresponding software are also included.

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Creating Content Management Systems in Java (Charles River Media Programming) [Repost]

Creating Content Management Systems in Java (Charles River Media Programming) by Arron Ferguson


English | Aug. 4, 2006 | ISBN: 1584504668 | 512 Pages | PDF | 4.45 MB

In today"s fast-paced, information-packed world, it"s critical for businesses to organize and manipulate the data gathered from customers, sales, and product responses, etc. into usable information. Content Management Systems (CMS) can do this for your business easily and efficiently. There are several commercial systems available, but customizing one for your specific needs is usually necessary based on your data. Creating Content Management Systems in Java teaches you how to develop an open source CMS from scratch using XML as the storage mechanism, XSLT as the presentation layer, and Java and JSPs & Servlets to realize the multi-tiered architecture. The book also covers data modeling in XML and the use of XSLT as a presentation vehicle for custom XML formats. Creating Content Management Systems in Java is written for Web and software developers (specifically Java developers) who wish to learn more about the field of content management. The book provides a practical, applied perspective with complete demonstrations using code to show you how a solution or feature can be implemented. Throughout the book you will work through the development of a complete, open source, working CMS example, beginning with the conceptual ideas of content management. From there you"ll dive into the exploration of practical design solutions, and then move into the final implementations in each tier of the software that becomes the CMS. To benefit the most from this book, you should already know the Java programming language and have a basic understanding of the Web. You do not need to know XML, XSLT, CSS, or XHTML because these topics are covered thoroughly, although a basic understanding will be helpful. So, if you need to learn more about CMS development, this is the book for you.

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Intelligent Information Systems and Knowledge Management for Energy: Applications for Decision Support [Repost]

Intelligent Information Systems and Knowledge Management for Energy: Applications for Decision Support, Usage, and Environmental Protection by Kostas Metaxiotis


English | Aug. 25, 2009 | ISBN: 1605667374 | 351 Pages | PDF | 16.12 MB

More than ever before, energy is becoming one of the most crucial concerns in economical and industrial development. Intelligent Information Systems and Knowledge Management for Energy: Applications for Decision Support, Usage, and Environmental Protection provides in-depth analysis of the need for a holistic approach for the construction and engineering of cities and societies. This defining body of research examines key issues and approaches for energy use and provides future direction of development as well.

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Enterprise Information Systems Assurance and System Security: Managerial and Technical Issues (Repost)

Merrill Warkentin, Rayford Vaughn, "Enterprise Information Systems Assurance and System Security: Managerial and Technical Issues"


2006 | pages: 423 | ISBN: 159140911X | PDF | 8,1 mb

"Enterprise Information Systems Assurance and System Security: Managerial and Technical Issues" brings together authoritative authors to address one of the most pressing challenges in the IT field – how to create secure environments for the application of technology to serve future needs. This book bridges the gap between theory and practice, academia and industry, computer science and MIS. The chapters provide an integrated, holistic perspective on this complex set of challenges, supported with practical experiences of leading figures from all realms. "Enterprise Information Systems Assurance and System Security: Managerial and Technical Issues" provides an excellent collection for corporate executives who are charged with securing their systems and data, students studying the topic of business information security, and those who simply have an interest in this exciting topic.

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Adaptive Systems in Drug Design by Sung-Sau So

Adaptive Systems in Drug Design by Sung-Sau So


English | Jan. 2002 | ISBN: 158706118X, 1587060590 | 184 Pages | PDF | 2 MB

A brief history of drug design presented to make clear that there are fashions in this important field and that they change rather rapidly. This is due in part to the fact that the way that a new paradigm is accepted in a drug company often does not depend on its scientific merit alone.

Systems Approaches to Management by Michael Jackson

Systems Approaches to Management by Michael Jackson


English | 30 Nov. 2000 | ISBN: 0306465000 | 467 Pages | PDF | 10 MB

Systems Thinking is a new paradigm set to revolutionize management practice in the 21st century. Systems Approaches to Management is the most comprehensive guide available to the application of this new paradigm in the field of management.


Traces the emergence of holistic thinking in disciplines such as biology, control engineering, sociology and the natural sciences


Details and provides a critique, based upon social theory, of the range of systems approaches, methodologies, models and methods


Offers numerous case studies to illustrate systems thinking applied to management


Introduces critical systems thinking" as a coherent framework that brings unity to the diversity of different systems approaches and advises managers, consultants, scholars and students on their use

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ant Selection for Bioretention Systems and Stormwater Treatment Practices [Repost]

Plant Selection for Bioretention Systems and Stormwater Treatment Practices (SpringerBriefs in Water Science and Technology) by Bill Lord


English | 30 Nov. 2014 | ISBN: 9812872442 | 65 Pages | PDF | 8 MB

As cities develop, more land is converted into impervious surfaces, which do not allow water to infiltrate. Careful urban planning is needed to ensure that the hydrologic cycle and water quality of the catchment areas are not affected. There are techniques that can attenuate peak flow during rain events and reduce the amount of metals, nutrients, and bacteria that enter the urban water cycle.

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Occupational Ergonomics: Design and Management of Work Systems (repost)

Occupational Ergonomics: Design and Management of Work Systems (Principles and Applications in Engineering) by Waldemar Karwowski and William S. Marras


English | 2003-03-26 | ISBN: 0849318017 | PDF | 624 pages | 5 MB

Occupational Ergonomics: Design and Management of Work Systems comprises chapters carefully selected from CRC"s bestselling Occupational Ergonomics Handbook, logically organized for optimum convenience and thoughtfully priced to fit every budget. This book presents 34 chapters addressing selected issues in the area of occupational macroergonomics, with an emphasis on design and management of industrial work systems. Part I focuses on organizational design. Part II is concerned with environmental design, including protection against noise and vibration, thermal stress, and usability of various work/shift plans. Part III discusses applications of ergonomics, principles of work design in the office environment, and manufacturing and service industries.

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