Handbook Of Research On Advanced Data Mining Techniques And Applications For Business Intelligence
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Handbook Of Research On Advanced Data Mining Techniques And Applications For Business Intelligence
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Author : Trivedi, Shrawan Kumar
language : en
Publisher: IGI Global
Release Date : 2017-02-14
Handbook Of Research On Advanced Data Mining Techniques And Applications For Business Intelligence written by Trivedi, Shrawan Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-14 with Computers categories.
The development of business intelligence has enhanced the visualization of data to inform and facilitate business management and strategizing. By implementing effective data-driven techniques, this allows for advance reporting tools to cater to company-specific issues and challenges. The Handbook of Research on Advanced Data Mining Techniques and Applications for Business Intelligence is a key resource on the latest advancements in business applications and the use of mining software solutions to achieve optimal decision-making and risk management results. Highlighting innovative studies on data warehousing, business activity monitoring, and text mining, this publication is an ideal reference source for research scholars, management faculty, and practitioners.
Advanced Data Mining Techniques
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Author : David L. Olson
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-01-01
Advanced Data Mining Techniques written by David L. Olson 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 2008-01-01 with Business & Economics categories.
This book covers the fundamental concepts of data mining, to demonstrate the potential of gathering large sets of data, and analyzing these data sets to gain useful business understanding. The book is organized in three parts. Part I introduces concepts. Part II describes and demonstrates basic data mining algorithms. It also contains chapters on a number of different techniques often used in data mining. Part III focuses on business applications of data mining.
Data Mining For Business Analytics
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Author : Galit Shmueli
language : en
Publisher: John Wiley & Sons
Release Date : 2019-10-14
Data Mining For Business Analytics written by Galit Shmueli and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-14 with Mathematics categories.
Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python presents an applied approach to data mining concepts and methods, using Python software for illustration Readers will learn how to implement a variety of popular data mining algorithms in Python (a free and open-source software) to tackle business problems and opportunities. This is the sixth version of this successful text, and the first using Python. It covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, recommender systems, clustering, text mining and network analysis. It also includes: A new co-author, Peter Gedeck, who brings both experience teaching business analytics courses using Python, and expertise in the application of machine learning methods to the drug-discovery process A new section on ethical issues in data mining Updates and new material based on feedback from instructors teaching MBA, undergraduate, diploma and executive courses, and from their students More than a dozen case studies demonstrating applications for the data mining techniques described End-of-chapter exercises that help readers gauge and expand their comprehension and competency of the material presented A companion website with more than two dozen data sets, and instructor materials including exercise solutions, PowerPoint slides, and case solutions Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python is an ideal textbook for graduate and upper-undergraduate level courses in data mining, predictive analytics, and business analytics. This new edition is also an excellent reference for analysts, researchers, and practitioners working with quantitative methods in the fields of business, finance, marketing, computer science, and information technology. “This book has by far the most comprehensive review of business analytics methods that I have ever seen, covering everything from classical approaches such as linear and logistic regression, through to modern methods like neural networks, bagging and boosting, and even much more business specific procedures such as social network analysis and text mining. If not the bible, it is at the least a definitive manual on the subject.” —Gareth M. James, University of Southern California and co-author (with Witten, Hastie and Tibshirani) of the best-selling book An Introduction to Statistical Learning, with Applications in R
Handbook Of Statistical Analysis And Data Mining Applications
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Author : Ken Yale
language : en
Publisher: Elsevier
Release Date : 2017-11-09
Handbook Of Statistical Analysis And Data Mining Applications written by Ken Yale and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-09 with Mathematics categories.
Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas—from science and engineering, to medicine, academia and commerce. - Includes input by practitioners for practitioners - Includes tutorials in numerous fields of study that provide step-by-step instruction on how to use supplied tools to build models - Contains practical advice from successful real-world implementations - Brings together, in a single resource, all the information a beginner needs to understand the tools and issues in data mining to build successful data mining solutions - Features clear, intuitive explanations of novel analytical tools and techniques, and their practical applications
Decision Analytics For Sustainable Development In Smart Society 5 0
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Author : Vikram Bali
language : en
Publisher: Springer Nature
Release Date : 2022-06-23
Decision Analytics For Sustainable Development In Smart Society 5 0 written by Vikram Bali and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-23 with Business & Economics categories.
This book covers sustainable development in smart society’s 5.0 using data analytics. The data analytics is the approach of integrating diversified heterogeneous data for predictive analysis to accredit innovation, decision making, business analysis, and strategic decision making. The data science brings together the research in the field of data analytics, online information analytics, and big data analytics to synthesize issues, challenges, and opportunities across smart society 5.0. Accordingly, the book offers an interesting and insightful read for researchers in the areas of decision analytics, cognitive analytics, big data analytics, visual analytics, text analytics, spatial analytics, risk analytics, graph analytics, predictive analytics, and analytics-enabled applications.
A Critical Examination Of The Recent Evolution Of B2b Sales
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Author : Cohn, Joel G.
language : en
Publisher: IGI Global
Release Date : 2024-02-27
A Critical Examination Of The Recent Evolution Of B2b Sales written by Cohn, Joel G. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-27 with Business & Economics categories.
The seismic shifts in B2B selling brought about by the recent global pandemic have left scholars grappling with the fundamental question of permanence. As the traditional face-to-face dynamics of B2B sales stand challenged, academic minds seek answers: Are these changes enduring, or will we revert to the familiar norms of in-person interactions? A Critical Examination of the Recent Evolution of B2B Salesis a groundbreaking exploration designed for academic scholars seeking clarity in these uncertain times. In the pursuit for understanding, scholars encounter a myriad of questions. What truly transpired in sales activities during the pandemic? Does the surge in virtual selling signify a lasting transformation, or is it merely a temporary adaptation? Critical thinking becomes paramount, necessitating a deep dive into published ideas to discern the strength of conclusions drawn. The academic community grapples with the challenge of scrutinizing the landscape to determine if the changes are indeed permanent and if so, how B2B sales forces can effectively adapt.
Employability And Skills Development In The Sports Events And Hospitality Industry
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Author : Nadda, Vipin
language : en
Publisher: IGI Global
Release Date : 2022-06-24
Employability And Skills Development In The Sports Events And Hospitality Industry written by Nadda, Vipin and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-24 with Business & Economics categories.
To enter the sports, events, and hospitality industry, it is necessary to develop and hone certain skills to ensure competitiveness. These skills must be studied further to educate those interested in pursuing a career in these fields on what it takes to begin this long process and enhance their employability. Employability and Skills Development in the Sports, Events, and Hospitality Industry provides insight into current professionals working in the sports, events, tourism, and hospitality industry and considers the skills and qualifications necessary to work within or enter the industries. Covering key topics such as hard skills, volunteerism, virtual events, and educational institutions, this reference work is ideal for event managers, coaches, property owners, entrepreneurs, industry professionals, researchers, academicians, scholars, educators, and students.
Sustainable And Smart Spatial Planning In Africa
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Author : Charles Chavunduka
language : en
Publisher: CRC Press
Release Date : 2022-04-24
Sustainable And Smart Spatial Planning In Africa written by Charles Chavunduka and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-24 with Technology & Engineering categories.
This book clarifies the smart city concept that is gaining application in Sub – Saharan Africa. It shows how the smart concept can be used to address problems that would be difficult and more expensive to solve using traditional techniques such as employment creation. This is done through elaboration of the African interpretation of smartness, using tools for smart solid waste management, e-governance, smart energy, and smart infrastructure. The case studies selected, and each chapter explain a different dimension of the smart city concept and offer innovative solutions to problems of rapid urbanization. It lays the theoretical foundation for further research on smart cities and rural areas in Africa.
Transformative Roles Of Women In Public And Private Sectors
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Author : Al A'ali, Ebtihaj
language : en
Publisher: IGI Global
Release Date : 2024-06-21
Transformative Roles Of Women In Public And Private Sectors written by Al A'ali, Ebtihaj and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-21 with Business & Economics categories.
Despite advancements in gender equality, women in business and public sectors still face unique challenges. Organizational uncertainty and societal expectations often hinder their professional growth and contributions. Traditional leadership models may not effectively accommodate women's approaches, leading to underrepresentation in decision-making roles and impacting organizational culture. Transformative Roles of Women in Public and Private Sectors provides a platform for academics, researchers, and practitioners to explore gender differences in leadership styles and women's impact on organizational development and culture. By presenting theoretical frameworks and real case studies, the book illuminates the transformative potential of women in leadership roles. It aims to enhance understanding of women's approaches and styles in professions, offering actionable insights for navigating the complexities of modern organizations.
Novel Six Sigma Dmaic Approaches To Project Risk Assessment And Management
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Author : Bubevski, Vojo
language : en
Publisher: IGI Global
Release Date : 2024-05-01
Novel Six Sigma Dmaic Approaches To Project Risk Assessment And Management written by Bubevski, Vojo and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-01 with Business & Economics categories.
In today's fast-paced business environment, project managers face the daunting challenge of managing risk effectively amid uncertainty. Traditional project management methodologies often lag, leading to missed deadlines, cost overruns, and subpar outcomes. A comprehensive risk management framework is necessary for organizations to be protected from fate's whims, hindering their ability to achieve strategic objectives. The DMAIC Stochastic Method is a groundbreaking approach that combines Six Sigma principles with stochastic modeling to revolutionize project risk management. Novel Six Sigma DMAIC Approaches to Project Risk Assessment and Management is a guidebook for implementing the DMAIC Stochastic Method in project management. This innovative methodology provides a systematic way of identifying, assessing, and mitigating risks, ensuring that projects stay on track and deliver the desired results. By integrating deterministic and stochastic models, the DMAIC Stochastic Method offers a more holistic view of risk, enabling managers to make informed decisions and proactively address potential issues.