Computational Intelligence Techniques For Bioprocess Modelling Supervision And Control

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Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control

Author : Maria Carmo Nicoletti
Publisher : Springer Science & Business Media
ISBN 13 : 3642018874
Total Pages : 349 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control by : Maria Carmo Nicoletti

Download or read book Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control written by Maria Carmo Nicoletti and published by Springer Science & Business Media. This book was released on 2009-06-29 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Intelligence (CI) and Bioprocess are well-established research areas which have much to offer each other. Under the perspective of the CI area, Biop- cess can be considered a vast application area with a growing number of complex and challenging tasks to be dealt with, whose solutions can contribute to boosting the development of new intelligent techniques as well as to help the refinement and s- cialization of many of the already existing techniques. Under the perspective of the Bioprocess area, CI can be considered a useful repertoire of theories, methods and techniques that can contribute and offer interesting alternative approaches for solving many of its problems, particularly those hard to solve using conventional techniques. Although throughout the past years CI and Bioprocess areas have accumulated substantial specific knowledge and progress has been quick and with a high degree of success, we believe there is still a long way to go in order to use the potentialities of the available CI techniques and knowledge at their full extent, as tools for supporting problem solving in bioprocesses. One of the reasons is the fact that both areas have progressed steadily and have been continuously accumulating and refining specific knowledge; another reason is the high level of technical expertise demanded by each of them. The acquisition of technical skills, experience and good insights in either of the two areas is very demanding and a hard task to be accomplished by any professional.

Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control

Author : Maria Carmo Nicoletti
Publisher : Springer
ISBN 13 : 3642018882
Total Pages : 341 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control by : Maria Carmo Nicoletti

Download or read book Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control written by Maria Carmo Nicoletti and published by Springer. This book was released on 2009-07-09 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Intelligence (CI) and Bioprocess are well-established research areas which have much to offer each other. Under the perspective of the CI area, Biop- cess can be considered a vast application area with a growing number of complex and challenging tasks to be dealt with, whose solutions can contribute to boosting the development of new intelligent techniques as well as to help the refinement and s- cialization of many of the already existing techniques. Under the perspective of the Bioprocess area, CI can be considered a useful repertoire of theories, methods and techniques that can contribute and offer interesting alternative approaches for solving many of its problems, particularly those hard to solve using conventional techniques. Although throughout the past years CI and Bioprocess areas have accumulated substantial specific knowledge and progress has been quick and with a high degree of success, we believe there is still a long way to go in order to use the potentialities of the available CI techniques and knowledge at their full extent, as tools for supporting problem solving in bioprocesses. One of the reasons is the fact that both areas have progressed steadily and have been continuously accumulating and refining specific knowledge; another reason is the high level of technical expertise demanded by each of them. The acquisition of technical skills, experience and good insights in either of the two areas is very demanding and a hard task to be accomplished by any professional.

Continuous Biomanufacturing

Author : Ganapathy Subramanian
Publisher : John Wiley & Sons
ISBN 13 : 3527340637
Total Pages : 628 pages
Book Rating : 4.5/5 (273 download)

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Book Synopsis Continuous Biomanufacturing by : Ganapathy Subramanian

Download or read book Continuous Biomanufacturing written by Ganapathy Subramanian and published by John Wiley & Sons. This book was released on 2017-12-26 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the most comprehensive treatise of this topic available, providing invaluable information on the technological and economic benefits to be gained from implementing continuous processes in the biopharmaceutical industry. Top experts from industry and academia cover the latest technical developments in the field, describing the use of single-use technologies alongside perfusion production platforms and downstream operations. Special emphasis is given to process control and monitoring, including such topics as 'quality by design' and automation. The book is supplemented by case studies that highlight the enormous potential of continuous manufacturing for biopharmaceutical production facilities.

Advances in Data Management

Author : Zbigniew W Ras
Publisher : Springer Science & Business Media
ISBN 13 : 3642021891
Total Pages : 396 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Advances in Data Management by : Zbigniew W Ras

Download or read book Advances in Data Management written by Zbigniew W Ras and published by Springer Science & Business Media. This book was released on 2009-10-27 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Management is the process of planning, coordinating and controlling data resources. More often, applications need to store and search a large amount of data. Managing Data has been continuously challenged by demands from various areas and applications and has evolved in parallel with advances in hardware and computing techniques. This volume focuses on its recent advances and it is composed of five parts and a total of eighteen chapters. The first part of the book contains five contributions in the area of information retrieval and Web intelligence: a novel approach to solving index selection problem, integrated retrieval from Web of documents and data, bipolarity in database querying, deriving data summarization through ontologies, and granular computing for Web intelligence. The second part of the book contains four contributions in knowledge discovery area. Its third part contains three contributions in information integration and data security area. The remaining two parts of the book contain six contributions in the area of intelligent agents and applications of data management in medical domain.

Methods and Supporting Technologies for Data Analysis

Author : Danuta Zakrzewska
Publisher : Springer
ISBN 13 : 3642021964
Total Pages : 244 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Methods and Supporting Technologies for Data Analysis by : Danuta Zakrzewska

Download or read book Methods and Supporting Technologies for Data Analysis written by Danuta Zakrzewska and published by Springer. This book was released on 2009-07-11 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: The overwhelming pace of evolution in technology has made it possible to develop intelligent systems which help users in their dayly life activities. - cordingly, methods of recording, managing and analysing data have evolved from the very simple ?le systems into complex ambient supportive intelligent systems. This book arises as a compilation of methods, techniques and tools c- nected with data related issues: from modelling to analysis. A broad range of approaches such as database self-* techniques for ubiquitous environments, multimedia data, or data driven models will be reviewed. Di?erent areas of applications, in which data models conceptualize nowadays reality, starting from e-learning to electric transformers will be considered. The book is a collection of representative contributions to cover the sp- trum related to data bases, which support decision making and data mining methods as well as conceptualization. Datawarehouse technology and m- eling are presented in the ?rst chapter together with the deep review of datawarehouse techniques for supporting e-learning processes with special emphasis on data cubes, all the tools are considered in the context of imp- mentationofsoftwareapplication.Thesecondchaptercontinueswiththes- ilar technology and deals with the community data warehouse architecture.

Networked Knowledge - Networked Media

Author : Tassilo Pellegrini
Publisher : Springer Science & Business Media
ISBN 13 : 3642021832
Total Pages : 340 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Networked Knowledge - Networked Media by : Tassilo Pellegrini

Download or read book Networked Knowledge - Networked Media written by Tassilo Pellegrini and published by Springer Science & Business Media. This book was released on 2009-07-21 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the increasing convergence of Social Media and Semantic Web technologies. It offers up-to-date contributions that illustrate various approaches to this young and emerging technology area.

Hybrid Nature

Author : Daniel Schneider
Publisher : MIT Press
ISBN 13 : 0262516381
Total Pages : 371 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Hybrid Nature by : Daniel Schneider

Download or read book Hybrid Nature written by Daniel Schneider and published by MIT Press. This book was released on 2011 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: A history of of the industrial ecosystem that focuses on the biological sewage treatment plant as an early example. Biological sewage treatment, like electricity, power generation, telephones, and mass transit, has been a key technology and a major part of the urban infrastructure since the late nineteenth century. But sewage treatment plants are not only a ubiquitous component of the modern city, they are also ecosystems--a hybrid variety that incorporates elements of both nature and industry and embodies multiple contradictions. In Hybrid Nature, Daniel Schneider offers an environmental history of the biological sewage treatment plant in the United States and England, viewing it as an early and influential example of an industrial ecosystem. The sewage treatment plant relies on microorganisms and other plants and animals but differs from a natural ecosystem in the extent of human intervention in its creation and management. Schneider explores the relationship between society and nature in the industrial ecosystem and the contradictions that define it: the naturalization of industry versus the industrialization of nature; the public interest versus private (patented) technology; engineers versus bacterial and human labor; and purification versus profits in the marketing of sewage fertilizer. Schneider also describes biotechnology's direct connections to the history of sewage treatment, and how genetic engineering is extending the reaches of the industrial ecosystem to such "natural" ecosystems as oceans, rivers, and forests. In a conclusion that shows how industrial ecosystems continue to evolve, Schneider discusses John Todd's Living Machine, a natural purification method of sewage treatment, as the embodiment of the contradictions of the industrial ecosystem.

Cognitive Techniques in Visual Data Interpretation

Author : Lidia Ogiela
Publisher : Springer
ISBN 13 : 3642026931
Total Pages : 115 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Cognitive Techniques in Visual Data Interpretation by : Lidia Ogiela

Download or read book Cognitive Techniques in Visual Data Interpretation written by Lidia Ogiela and published by Springer. This book was released on 2009-07-10 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: The extremely rapid progress of science dealing with the design of new computer systems and the development of intelligent algorithmic solutions for solving c- plex problems has become apparent also in the field of computational intelligence and cognitive informatics methods. The progress of these new branches of inf- matics has only started a few years ago, but they are already making a very s- nificant contribution to the development of modern technologies, and also forming the foundations for future research on building an artificial brain and systems i- tating human thought processes. We are already able to build robots with basic machine intelligence, which can sometimes perform complex actions and also - erate by adapting to changing conditions of their surroundings. This very impr- sive development of intelligent systems is manifested in the creation of robotic devices which use artificial intelligence algorithms in their operations, mo- ments, when solving difficult problems or communicating with humans. It is also evidenced by the introduction of new methods of reasoning about and interpreting objects or events surrounding the system. One of the fields in which the need to deploy such modern solutions is obvious are cognitive vision systems used both in mobile robots and in computer systems which recognise or interpret the meaning of recorded signals or patterns.

Intelligent Distributed Computing III

Author : George Angelos Papadopoulos
Publisher : Springer Science & Business Media
ISBN 13 : 3642032133
Total Pages : 324 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Intelligent Distributed Computing III by : George Angelos Papadopoulos

Download or read book Intelligent Distributed Computing III written by George Angelos Papadopoulos and published by Springer Science & Business Media. This book was released on 2009-08-18 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book represents the peer-reviewed proceedings of the Third International Symposium on Intelligent Distributed Computing – IDC 2009 held in Ayia Napa, Cyprus during October 13-14, 2009. The 36 contributions in this book address many topics related to theory and applications of intelligent distributed computing, including: actor-agent systems, agentbased simulation, autonomic computing, computational service economies, defeasible reasoning, distributed data mining, distributed logic programming, e-learning, emergent properties in complex systems, formal methods of intelligent distributed systems, genetic and evolutionary algorithms, information retrieval, knowledge fusion, multi-sensor networks, mobile ad hoc networks, mobile computing, ontologies and metadata, peer-to-peer networks, process modeling and integration, remote sensing distributed systems, secure e-payment systems, social networks, surveillance and disaster management applications, swarm computing, Web services and systems.

Recent Advances in Decision Making

Author : Elisabeth Rakus-Andersson
Publisher : Springer
ISBN 13 : 3642021875
Total Pages : 179 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Recent Advances in Decision Making by : Elisabeth Rakus-Andersson

Download or read book Recent Advances in Decision Making written by Elisabeth Rakus-Andersson and published by Springer. This book was released on 2009-08-05 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent paradigms are increasingly finding their ways in the design and development of decision support systems. This book presents a sample of recent research results from key researchers. The contributions include: Introduction to intelligent systems in decision making - A new method of ranking intuitionistic fuzzy alternatives - Fuzzy rule base model identification by bacterial memetic algorithms - Discovering associations with uncertainty from large databases - Dempster-Shafer structures, monotonic set measures and decision making - Interpretable decision-making models - A general methodology for managerial decision making - Supporting decision making via verbalization of data analysis results using linguistic data summaries - Computational intelligence in medical decisions making. This book is directed to the researchers, graduate students, professors, decision makers and to those who are interested to investigate intelligent paradigms in decision making.

Innovations in Digital Watermarking Techniques

Author : Feng-Hsing Wang
Publisher : Springer Science & Business Media
ISBN 13 : 3642031862
Total Pages : 192 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Innovations in Digital Watermarking Techniques by : Feng-Hsing Wang

Download or read book Innovations in Digital Watermarking Techniques written by Feng-Hsing Wang and published by Springer Science & Business Media. This book was released on 2009-09-21 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information security and copyright protection are more important today than before. Digital watermarking is one of the widely used techniques used in the world in the area of information security. This book introduces a number of digital watermarking techniques and is divided into four parts. The first part introduces the importance of watermarking techniques and intelligent technology. The second part includes a number of watermarking techniques. The third part includes the hybrid watermarking techniques and the final part presents conclusions. This book is directed to students, professors, researchers and application engineers who are interested in the area of information security.

Ontology-Based Multi-Agent Systems

Author : Maja Hadzic
Publisher : Springer
ISBN 13 : 3642019048
Total Pages : 274 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Ontology-Based Multi-Agent Systems by : Maja Hadzic

Download or read book Ontology-Based Multi-Agent Systems written by Maja Hadzic and published by Springer. This book was released on 2009-07-07 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the last two decades, the idea of Semantic Web has received a great deal of attention. An extensive body of knowledge has emerged to describe technologies that seek to help us create and use aspects of the Semantic Web. Ontology and agent-based technologies are understood to be the two important technologies here. A large number of articles and a number of books exist to describe the use individually of the two technologies and the design of systems that use each of these technologies individually, but little focus has been given on how one can - sign systems that carryout integrated use of the two different technologies. In this book we describe ontology and agent-based systems individually, and highlight advantages of integration of the two different and complementary te- nologies. We also present a methodology that will guide us in the design of the - tegrated ontology-based multi-agent systems and illustrate this methodology on two use cases from the health and software engineering domain. This book is organized as follows: • Chapter I, Current issues and the need for ontologies and agents, describes existing problems associated with uncontrollable information overload and explains how ontologies and agent-based systems can help address these - sues. • Chapter II, Introduction to multi-agent systems, defines agents and their main characteristics and features including mobility, communications and collaboration between different agents. It also presents different types of agents on the basis of classifications done by different authors.

Knowledge Discovery Enhanced with Semantic and Social Information

Author : Bettina Berendt
Publisher : Springer
ISBN 13 : 3642018912
Total Pages : 143 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Knowledge Discovery Enhanced with Semantic and Social Information by : Bettina Berendt

Download or read book Knowledge Discovery Enhanced with Semantic and Social Information written by Bettina Berendt and published by Springer. This book was released on 2009-07-09 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is showcases recent advances in knowledge discovery enhanced with semantic and social information. It includes eight chapters that grew out of joint workshops at ECML/PKDD 2007. The contributions emphasize the vision of the Web as a social medium.

New Directions in Intelligent Interactive Multimedia Systems and Services - 2

Author : Ernesto Damiani
Publisher : Springer Science & Business Media
ISBN 13 : 3642029361
Total Pages : 538 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis New Directions in Intelligent Interactive Multimedia Systems and Services - 2 by : Ernesto Damiani

Download or read book New Directions in Intelligent Interactive Multimedia Systems and Services - 2 written by Ernesto Damiani and published by Springer Science & Business Media. This book was released on 2009-07-21 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: The theme of the 2nd International KES Symposium on Intelligent Interactive Multimedia Systems and Services was integration of multimedia processing techniques in a new wave of user-centric services and processes. This text offers the symposium’s proceedings.

Biomedical Data and Applications

Author : Amandeep S. Sidhu
Publisher : Springer
ISBN 13 : 364202193X
Total Pages : 344 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Biomedical Data and Applications by : Amandeep S. Sidhu

Download or read book Biomedical Data and Applications written by Amandeep S. Sidhu and published by Springer. This book was released on 2009-07-09 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compared with data from general application domains, modern biological data has many unique characteristics. Biological data are often characterized as having large volumes, complex structures, high dimensionality, evolving biological concepts, and insufficient data modelling practices. Over the past several years, bioinformatics has become an all-encompassing term for everything relating to both computer science and biology. The goal of this book is to cover data and applications identifying new issues and directions for future research in biomedical domain. The book will become a useful guide learning state-of-the-art development in biomedical data management, data-intensive bioinformatics systems, and other miscellaneous biological database applications. The book addresses various topics in bioinformatics with varying degrees of balance between biomedical data models and their real-world applications.

Cognition-Driven Decision Support for Business Intelligence

Author : Li Niu
Publisher : Springer
ISBN 13 : 3642032087
Total Pages : 237 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Cognition-Driven Decision Support for Business Intelligence by : Li Niu

Download or read book Cognition-Driven Decision Support for Business Intelligence written by Li Niu and published by Springer. This book was released on 2009-09-30 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cognition-driven decision support system (DSS) has been recognized as a paradigm in the research and development of business intelligence (BI). Cognitive decision support aims to help managers in their decision making from human cognitive aspects, such as thinking, sensing, understanding and predicting, and fully reuse their experience. Among these cognitive aspects, decision makers’ situation awareness (SA) and mental models are considered to be two important prerequisites for decision making, particularly in ill-structured and dynamic decision situations with uncertainties, time pressure and high personal stake. In today’s business domain, decision making is becoming increasingly complex. To make a successful decision, managers’ SA about their business environments becomes a critical factor. This book presents theoretical models as well practical techniques of cognitiondriven DSS. It first introduces some important concepts of cognition orientation in decision making process and some techniques in related research areas including DSS, data warehouse and BI, offering readers a preliminary for moving forward in this book. It then proposes a cognition-driven decision process (CDDP) model which incorporates SA and experience (mental models) as its central components. The goal of the CDDP model is to facilitate cognitive decision support to managers on the basis of BI systems. It also presents relevant techniques developed to support the implementation of the CDDP model in a BI environment. Key issues addressed of a typical business decision cycle in the CDDP model include: natural language interface for a manager’s SA input, extraction of SA semantics, construction of data warehouse queries based on the manger’s SA and experience, situation information retrieval from data warehouse, how the manager perceives situation information and update SA, how the manager’s SA leads to a final decision. Finally, a cognition-driven DSS, FACETS, and two illustrative applications of this system are discussed.

System-Ergonomic Design of Cognitive Automation

Author : Reiner Onken
Publisher : Springer Science & Business Media
ISBN 13 : 364203134X
Total Pages : 390 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis System-Ergonomic Design of Cognitive Automation by : Reiner Onken

Download or read book System-Ergonomic Design of Cognitive Automation written by Reiner Onken and published by Springer Science & Business Media. This book was released on 2010-02-23 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why this book? Simply because it is due. Cognitive automation and its system-ergonomic introduction into work systems have been advanced in the meantime to such a degree that already applications for operational work systems are slowly becoming reality. This book shall contribute to give system designers some more guidelines about designing work systems and associated cognitive machines effectively, in particular those related to guidance and control of manned and unmanned vehicles. The issue is that the findings on cognition have to become sufficient commonsense for all from the various disciplines involved in system design, and that guidelines are given how to make use of it in an appropriate and systematic manner. These guidelines are to account for both the needs of the human operator in the work process and the use of computational potentials to make the work system a really most effective one. In other words, this book is meant to provide guidelines for the organisational and technical design of work systems. Therefore, this book is an interdisciplinary one. Findings in individual disciplines are not the main issue. It is rather the combination of these findings for the sake of the performance of work systems which makes this book a useful one for designers who are interested in this modern approach and its implementation.