Innovations in Classification, Data Science, and Information Systems

Innovations in Classification, Data Science, and Information Systems PDF Author: Daniel Baier
Publisher: Springer Science & Business Media
ISBN: 3540269819
Category : Language Arts & Disciplines
Languages : en
Pages : 620

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Book Description
The volume presents innovations in data analysis and classification and gives an overview of the state of the art in these scientific fields and applications. Areas that receive considerable attention in the book are discrimination and clustering, data analysis and statistics, as well as applications in marketing, finance, and medicine. The reader will find material on recent technical and methodological developments and a large number of applications demonstrating the usefulness of the newly developed techniques.

Innovations in Classification, Data Science, and Information Systems

Innovations in Classification, Data Science, and Information Systems PDF Author: Daniel Baier
Publisher: Springer Science & Business Media
ISBN: 3540269819
Category : Language Arts & Disciplines
Languages : en
Pages : 620

Get Book

Book Description
The volume presents innovations in data analysis and classification and gives an overview of the state of the art in these scientific fields and applications. Areas that receive considerable attention in the book are discrimination and clustering, data analysis and statistics, as well as applications in marketing, finance, and medicine. The reader will find material on recent technical and methodological developments and a large number of applications demonstrating the usefulness of the newly developed techniques.

Innovations in Classification, Data Science, and Information Systems

Innovations in Classification, Data Science, and Information Systems PDF Author: Daniel Baier
Publisher: Springer
ISBN: 9783540804222
Category : Language Arts & Disciplines
Languages : en
Pages : 616

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Book Description
The volume presents innovations in data analysis and classification and gives an overview of the state of the art in these scientific fields and applications. Areas that receive considerable attention in the book are discrimination and clustering, data analysis and statistics, as well as applications in marketing, finance, and medicine. The reader will find material on recent technical and methodological developments and a large number of applications demonstrating the usefulness of the newly developed techniques.

Innovations in Classification, Data Science, and Information Systems

Innovations in Classification, Data Science, and Information Systems PDF Author: Daniel Baier
Publisher: Springer Science & Business Media
ISBN: 9783540232216
Category : Language Arts & Disciplines
Languages : en
Pages : 632

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Book Description
The volume presents innovations in data analysis and classification and gives an overview of the state of the art in these scientific fields and applications. Areas that receive considerable attention in the book are discrimination and clustering, data analysis and statistics, as well as applications in marketing, finance, and medicine. The reader will find material on recent technical and methodological developments and a large number of applications demonstrating the usefulness of the newly developed techniques.

Innovations in Classification, Data Science, and Information Systems

Innovations in Classification, Data Science, and Information Systems PDF Author: Daniel Baier
Publisher: Springer
ISBN: 9783540232216
Category : Language Arts & Disciplines
Languages : en
Pages : 616

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Book Description
The volume presents innovations in data analysis and classification and gives an overview of the state of the art in these scientific fields and applications. Areas that receive considerable attention in the book are discrimination and clustering, data analysis and statistics, as well as applications in marketing, finance, and medicine. The reader will find material on recent technical and methodological developments and a large number of applications demonstrating the usefulness of the newly developed techniques.

Information Technology, Systems Research, and Computational Physics

Information Technology, Systems Research, and Computational Physics PDF Author: Piotr Kulczycki
Publisher: Springer
ISBN: 3030180581
Category : Technology & Engineering
Languages : en
Pages : 384

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Book Description
This book highlights a broad range of modern information technology tools, techniques, investigations and open challenges, mainly with applications in systems research and computational physics. Divided into three major sections, it begins by presenting specialized calculation methods in the framework of data analysis and intelligent computing. In turn, the second section focuses on application aspects, mainly for systems research, while the final section investigates how various tasks in the basic disciplines—mathematics and physics—can be tackled with the aid of contemporary IT methods. The book gathers selected presentations from the 3rd Conference on Information Technology, Systems Research and Computational Physics (ITSRCP'18), which took place on 2–5 July 2018 in Krakow, Poland. The intended readership includes interdisciplinary scientists and practitioners pursuing research at the interfaces of information technology, systems research, and computational physics.

Data Analysis and Decision Support

Data Analysis and Decision Support PDF Author: Daniel Baier
Publisher: Springer Science & Business Media
ISBN: 3540283978
Category : Mathematics
Languages : en
Pages : 361

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Book Description
It is a great privilege and pleasure to write a foreword for a book honor ing Wolfgang Gaul on the occasion of his sixtieth birthday. Wolfgang Gaul is currently Professor of Business Administration and Management Science and the Head of the Institute of Decision Theory and Management Science, Faculty of Economics, University of Karlsruhe (TH), Germany. He is, by any measure, one of the most distinguished and eminent scholars in the world today. Wolfgang Gaul has been instrumental in numerous leading research initia tives and has achieved an unprecedented level of success in facilitating com munication among researchers in diverse disciplines from around the world. A particularly remarkable and unique aspect of his work is that he has been a leading scholar in such diverse areas of research as graph theory and net work models, reliability theory, stochastic optimization, operations research, probability theory, sampling theory, cluster analysis, scaling and multivariate data analysis. His activities have been directed not only at these and other theoretical topics, but also at applications of statistical and mathematical tools to a multitude of important problems in computer science (e.g., w- mining), business research (e.g., market segmentation), management science (e.g., decision support systems) and behavioral sciences (e.g., preference mea surement and data mining). All of his endeavors have been accomplished at the highest level of professional excellence.

Innovation Through Information Systems

Innovation Through Information Systems PDF Author: Frederik Ahlemann
Publisher: Springer Nature
ISBN: 3030867978
Category : Computers
Languages : en
Pages : 786

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Book Description
This book presents the current state of research in information systems and digital transformation. Due to the global trend of digitalization and the impact of the Covid 19 pandemic, the need for innovative, high-quality research on information systems is higher than ever. In this context, the book covers a wide range of topics, such as digital innovation, business analytics, artificial intelligence, and IT strategy, which affect companies, individuals, and societies. This volume gathers the revised and peer-reviewed papers on the topic "Technology" presented at the International Conference on Information Systems, held at the University of Duisburg-Essen in 2021.

Advances in Data Analysis

Advances in Data Analysis PDF Author: Reinhold Decker
Publisher: Springer Science & Business Media
ISBN: 3540709819
Category : Computers
Languages : en
Pages : 687

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Book Description
This book focuses on exploratory data analysis, learning of latent structures in datasets, and unscrambling of knowledge. Coverage details a broad range of methods from multivariate statistics, clustering and classification, visualization and scaling as well as from data and time series analysis. It provides new approaches for information retrieval and data mining and reports a host of challenging applications in various fields.

Decision-making Tools to Support Innovation

Decision-making Tools to Support Innovation PDF Author: Manon Enjolras
Publisher: John Wiley & Sons
ISBN: 1394228988
Category : Technology & Engineering
Languages : en
Pages : 276

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Book Description
Scientific thinking concerning the way in which we drive innovation has been widely developed in recent years. It is known that the process of innovation consists of a succession of decision-making processes that require simultaneous technical, economical, organizational and sustainable compromises. Indeed, all innovative activities in business require stakeholders to seek out the best compromise between various, often contradictory dimensions of the same problems. Through studying practical cases from various fields (e.g. energy, marketing and sustainable development), this book addresses all the stages of the innovation process, highlighting some of the main decisions that can be faced by organizations. Based on the historical research conducted at the ERPI Laboratory (University of Lorraine) in Nancy, France, this book presents six innovation practices: strategy, creativity, design, project management, human resources and capitalization of knowledge. These practices are then illustrated through examples of decision support methods' applications.

Industry 4.0 Value Roadmap

Industry 4.0 Value Roadmap PDF Author: Tuğrul U. Daim
Publisher: Springer Nature
ISBN: 3030300668
Category : Social Science
Languages : en
Pages : 118

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Book Description
Industry 4.0 has altered as well as disrupted the business model of organizations around the world. The adoption however, has been slow in the various industries as a clear roadmap for the integration of the same lacks in project planning. This brief fills this gap as it examines the development of a Value Roadmap for different industries using Industry 4.0 as an enabler. Using the automotive, healthcare and telecommunication industries as case studies, the authors create the value roadmap using five factors: market drivers, product features, technology features, enablers and resources. This framework integrates both technology and market knowledge to support strategy development, innovation and operational processes in organizations.