Journeys To Data Mining

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Journeys To Data Mining

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Author : Mohamed Medhat Gaber
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-07-20

Journeys To Data Mining written by Mohamed Medhat Gaber and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-20 with Computers categories.

Data mining, an interdisciplinary field combining methods from artificial intelligence, machine learning, statistics and database systems, has grown tremendously over the last 20 years and produced core results for applications like business intelligence, spatio-temporal data analysis, bioinformatics, and stream data processing. The fifteen contributors to this volume are successful and well-known data mining scientists and professionals. Although by no means an exhaustive list, all of them have helped the field to gain the reputation and importance it enjoys today, through the many valuable contributions they have made. Mohamed Medhat Gaber has asked them (and many others) to write down their journeys through the data mining field, trying to answer the following questions: 1. What are your motives for conducting research in the data mining field? 2. Describe the milestones of your research in this field. 3. What are your notable success stories? 4. How did you learn from your failures? 5. Have you encountered unexpected results? 6. What are the current research issues and challenges in your area? 7. Describe your research tools and techniques. 8. How would you advise a young researcher to make an impact? 9. What do you predict for the next two years in your area? 10. What are your expectations in the long term? In order to maintain the informal character of their contributions, they were given complete freedom as to how to organize their answers. This narrative presentation style provides PhD students and novices who are eager to find their way to successful research in data mining with valuable insights into career planning. In addition, everyone else interested in the history of computer science may be surprised about the stunning successes and possible failures computer science careers (still) have to offer.

Big Data Mining And Complexity

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Author : Brian C. Castellani
language : en
Publisher: SAGE
Release Date : 2022-03-01

Big Data Mining And Complexity written by Brian C. Castellani and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-01 with Social Science categories.

This book offers a much needed critical introduction to data mining and ‘big data’. Supported by multiple case studies and examples, the authors provide: Digestible overviews of key terms and concepts relevant to using social media data in quantitative research. A critical review of data mining and ‘big data’ from a complexity science perspective, including its future potential and limitations A practical exploration of the challenges of putting together and managing a ‘big data’ database An evaluation of the core mathematical and conceptual frameworks, grounded in a case-based computational modeling perspective, which form the foundations of all data mining techniques Part of The SAGE Quantitative Research Kit, this book will give you the know-how and confidence needed to succeed on your quantitative research journey.

Journeys In Science

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Author : Fanuel Muindi
language : en
Publisher: Academic Press
Release Date : 2017-07-26

Journeys In Science written by Fanuel Muindi and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-26 with Science categories.

Journeys in Science: Inspiring the Next Generation examines the STEM education pipeline and discusses important strategies on working through the various challenges that STEM trainees face. The book takes a look at career possibilities for scientists in the broadest sense, and is not solely limited to academia. Coverage includes individual and local concepts, as well as a discussion on how STEM education impacts trainee communities across the globe. The book also focuses on diversity in STEM and offers valuable insights based on the authors' own experiences. - Offers advice for those in the STEM pipeline at all stages of training - Contains global perspectives on trainees in STEM - Includes personal vignettes, also utilizing primary research literature and data

Journey To Data Quality

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Author : Yang W. Lee
language : en
Publisher: MIT Press (MA)
Release Date : 2006

Journey To Data Quality written by Yang W. Lee and has been published by MIT Press (MA) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Business & Economics categories.

All organizations today confront data quality problems, both systemic and structural. Neither ad hoc approaches nor fixes at the systems level--installing the latest software or developing an expensive data warehouse--solve the basic problem of bad data quality practices. Journey to Data Qualityoffers a roadmap that can be used by practitioners, executives, and students for planning and implementing a viable data and information quality management program. This practical guide, based on rigorous research and informed by real-world examples, describes the challenges of data management and provides the principles, strategies, tools, and techniques necessary to meet them. The authors, all leaders in the data quality field for many years, discuss how to make the economic case for data quality and the importance of getting an organization's leaders on board. They outline different approaches for assessing data, both subjectively (by users) and objectively (using sampling and other techniques). They describe real problems and solutions, including efforts to find the root causes of data quality problems at a healthcare organization and data quality initiatives taken by a large teaching hospital. They address setting company policy on data quality and, finally, they consider future challenges on the journey to data quality.

Data Journeys In The Sciences

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Author : Sabina Leonelli
language : en
Publisher: Springer Nature
Release Date : 2020-06-29

Data Journeys In The Sciences written by Sabina Leonelli and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-29 with Philosophy categories.

This groundbreaking, open access volume analyses and compares data practices across several fields through the analysis of specific cases of data journeys. It brings together leading scholars in the philosophy, history and social studies of science to achieve two goals: tracking the travel of data across different spaces, times and domains of research practice; and documenting how such journeys affect the use of data as evidence and the knowledge being produced. The volume captures the opportunities, challenges and concerns involved in making data move from the sites in which they are originally produced to sites where they can be integrated with other data, analysed and re-used for a variety of purposes. The in-depth study of data journeys provides the necessary ground to examine disciplinary, geographical and historical differences and similarities in data management, processing and interpretation, thus identifying the key conditions of possibility for the widespread data sharing associated with Big and Open Data. The chapters are ordered in sections that broadly correspond to different stages of the journeys of data, from their generation to the legitimisation of their use for specific purposes. Additionally, the preface to the volume provides a variety of alternative “roadmaps” aimed to serve the different interests and entry points of readers; and the introduction provides a substantive overview of what data journeys can teach about the methods and epistemology of research.

A Text Book On Customer Relationship Management Crm A Journey From Suspect To Advocate

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Author : Prof. (Dr.) Moloy Ghoshal
language : en
Publisher: Shashwat Publication
Release Date : 2025-06-18

A Text Book On Customer Relationship Management Crm A Journey From Suspect To Advocate written by Prof. (Dr.) Moloy Ghoshal and has been published by Shashwat Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-18 with Education categories.

This text book on, ‘Customer Relationship Management (CRM)- A Journey from Suspect to Advocate’ has been designed according to the latest syllabus prescribed by different Universities of Delhi, Bhubaneswar, Kolkata and Chennai for MBA, BBA, B.Com.(H) and BCA students. The contents in this book have been incorporated in such a manner to provide maximum flexibility to both teachers and students on this subject. The learning materials have been in scripted based on more than 25 years of teaching experience of the Author. The Author has ensured to cover all topics with latest examples where applicable. Students deserved the best; in keeping with this spirit, care has been taken to provide best material to enlighten them on this subject. Some of the Special Features of this Book are:  Written in lucid and simple language.  Extensive coverage of the syllabus as demanded.  Presentation of text is clear and precise.  Review questions are given at the end of each chapter along with some previous years questions of different Universities.  Few case studies have been discussed at the end of the book.

Internets Journey

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Author : Mei Gates
language : en
Publisher: Publifye AS
Release Date : 2025-01-01

Internets Journey written by Mei Gates and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-01 with Computers categories.

""Internet's Journey"" offers a comprehensive exploration of how the global computer network evolved from a simple two-computer connection in 1969 to today's vast digital ecosystem. The book uniquely weaves together three fundamental perspectives - technical development, social impact, and economic transformation - to demonstrate how the Internet has become the cornerstone of modern civilization. Through chronologically structured chapters, readers follow the Internet's development across four distinct phases: the research period (1969-1983), commercialization (1984-1994), the World Wide Web era (1995-2007), and the mobile/social media revolution (2008-present). The narrative skillfully explains complex concepts like packet switching and TCP/IP protocols in accessible language while maintaining technical accuracy. Notable insights include the revelation that the Internet's growth was more of a decentralized evolution than a planned revolution, and how collaborative innovation shaped its development. The book stands out for its multidisciplinary approach, drawing from computer science, sociology, economics, and communication theory to present a complete picture of digital transformation. By examining real-world case studies and incorporating interviews with Internet pioneers, it provides valuable context for understanding current debates about Internet governance, digital privacy, and network neutrality. This approach makes it equally valuable for technology professionals, policy makers, and general readers interested in understanding how networked technology continues to shape our world.

Machine Learning And Data Science In The Oil And Gas Industry

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Author : Patrick Bangert
language : en
Publisher: Gulf Professional Publishing
Release Date : 2021-03-04

Machine Learning And Data Science In The Oil And Gas Industry written by Patrick Bangert and has been published by Gulf Professional Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-04 with Science categories.

Machine Learning and Data Science in the Oil and Gas Industry explains how machine learning can be specifically tailored to oil and gas use cases. Petroleum engineers will learn when to use machine learning, how it is already used in oil and gas operations, and how to manage the data stream moving forward. Practical in its approach, the book explains all aspects of a data science or machine learning project, including the managerial parts of it that are so often the cause for failure. Several real-life case studies round out the book with topics such as predictive maintenance, soft sensing, and forecasting. Viewed as a guide book, this manual will lead a practitioner through the journey of a data science project in the oil and gas industry circumventing the pitfalls and articulating the business value. - Chart an overview of the techniques and tools of machine learning including all the non-technological aspects necessary to be successful - Gain practical understanding of machine learning used in oil and gas operations through contributed case studies - Learn change management skills that will help gain confidence in pursuing the technology - Understand the workflow of a full-scale project and where machine learning benefits (and where it does not)

Bioinformatics A Computational Journey In Biology

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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-04-17

Bioinformatics A Computational Journey In Biology written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-17 with Science categories.

"Bioinformatics: A Computational Journey in Biology" is a comprehensive and accessible guide to the exciting field of bioinformatics, where biology, computer science, and information technology converge to unlock the mysteries of life. This book provides a thorough exploration of the fundamental concepts, cutting-edge techniques, and real-world applications of bioinformatics, making it an essential resource for students, researchers, and professionals in the life sciences. With its engaging narrative and clear explanations, this book delves into the depths of bioinformatics, covering a wide range of topics from DNA sequencing and genome analysis to protein structure prediction and drug discovery. Readers will gain a deep understanding of the computational tools and algorithms that are revolutionizing our understanding of biological systems and driving advancements in medicine, agriculture, and environmental science. Inside this book, you will embark on a journey through the following key areas: * The structure and function of DNA and RNA, the fundamental molecules of life * The process of gene expression, from DNA to RNA to proteins * The analysis of genomic data, including genome sequencing and comparative genomics * The prediction of protein structure and function using computational methods * The identification of potential drug targets and the design of new therapies * The study of infectious diseases and the development of vaccines and treatments * The exploration of the microbiome, the vast community of microorganisms that inhabit our bodies * The ethical, legal, and social implications of bioinformatics research and applications Written by a team of leading bioinformatics experts, this book is an invaluable resource for anyone seeking to understand the power of bioinformatics in shaping our understanding of life and driving scientific advancements. With its comprehensive coverage, engaging style, and thought-provoking insights, "Bioinformatics: A Computational Journey in Biology" is a must-have for anyone interested in this rapidly evolving field. If you like this book, write a review on google books!

Tourism Information Technology 3rd Edition

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Author : Pierre J Benckendorff
language : en
Publisher: CABI
Release Date : 2019-02-21

Tourism Information Technology 3rd Edition written by Pierre J Benckendorff and has been published by CABI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-21 with Business & Economics categories.

Fully updated, this new edition covers IT applications and social media across the industry, including airlines, travel intermediaries, accommodation, food service, destinations, events and entertainment. Organized around the visitor journey, it considers how tourists use technologies for decision making before, during and after their travels.