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Recent Developments in Data Science and Business Analytics, Madjid Tavana; Srikanta Patnaik


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Автор: Madjid Tavana; Srikanta Patnaik
Название:  Recent Developments in Data Science and Business Analytics
ISBN: 9783030102593
Издательство: Springer
Классификация:



ISBN-10: 3030102599
Обложка/Формат: Soft cover
Страницы: 505
Вес: 0.80 кг.
Дата издания: 2019
Серия: Springer Proceedings in Business and Economics
Язык: English
Издание: Softcover reprint of
Иллюстрации: 82 illustrations, color; 35 illustrations, black and white; xvi, 505 p. 117 illus., 82 illus. in color.
Размер: 234 x 156 x 27
Читательская аудитория: General (us: trade)
Ключевые слова: Operations Research/Decision Theory
Основная тема: Business and Management
Подзаголовок: Proceedings of the International Conference on Data Science and Business Analytics (ICDSBA- 2017)
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This edited volume is brought out from the contributions of the research papers presented in the International Conference on Data Science and Business Analytics (ICDSBA- 2017), which was held during September 23-25 2017 in ChangSha, China. As we all know, the field of data science and business analytics is emerging at the intersection of the fields of mathematics, statistics, operations research, information systems, computer science and engineering. Data science and business analytics is an interdisciplinary field about processes and systems to extract knowledge or insights from data. Data science and business analytics employ techniques and theories drawn from many fields including signal processing, probability models, machine learning, statistical learning, data mining, database, data engineering, pattern recognition, visualization, descriptive analytics, predictive analytics, prescriptive analytics, uncertainty modeling, big data, data warehousing, data compression, computer programming, business intelligence, computational intelligence, and high performance computing among others. The volume contains 55 contributions from diverse areas of Data Science and Business Analytics, which has been categorized into five sections, namely: i) Marketing and Supply Chain Analytics; ii) Logistics and Operations Analytics; iii) Financial Analytics. iv) Predictive Modeling and Data Analytics; v) Communications and Information Systems Analytics. The readers shall not only receive the theoretical knowledge about this upcoming area but also cutting edge applications of this domains.
Дополнительное описание: Part I Marketing and Supply Chain Analytics: Chapter1: Research on Differential Pricing and Coordination Mechanism of Second-Class Supply Chain of New Products and Remanufactured Products.- Chapter2: A study on Cooperation Strategies of Dual Channel Suppl



Big Data Optimization: Recent Developments and Challenges

Автор: Emrouznejad
Название: Big Data Optimization: Recent Developments and Challenges
ISBN: 3319302639 ISBN-13(EAN): 9783319302638
Издательство: Springer
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Цена: 20896.00 р.
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Описание: Themain objective of this book is to provide the necessary background to work withbig data by introducing some novel optimization algorithms and codes capable ofworking in the big data setting as well as introducing some applications in bigdata optimization for both academics and practitioners interested, and tobenefit society, industry, academia, and government. Presenting applications ina variety of industries, this book will be useful for the researchers aiming toanalyses large scale data. Several optimization algorithms for big dataincluding convergent parallel algorithms, limited memory bundle algorithm,diagonal bundle method, convergent parallel algorithms, network analytics, andmany more have been explored in this book.

Recent Developments in Cysticercosis and Neurocysticercosis

Автор: Manser Franklin
Название: Recent Developments in Cysticercosis and Neurocysticercosis
ISBN: 1632423464 ISBN-13(EAN): 9781632423467
Издательство: Неизвестно
Цена: 28324.00 р.
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Recent Developments in AIDS: Volume II

Автор: Calvin Abby
Название: Recent Developments in AIDS: Volume II
ISBN: 1632423456 ISBN-13(EAN): 9781632423450
Издательство: Неизвестно
Цена: 28324.00 р.
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Recent Developments in AIDS: Volume I

Автор: Calvin Abby
Название: Recent Developments in AIDS: Volume I
ISBN: 1632423448 ISBN-13(EAN): 9781632423443
Издательство: Неизвестно
Цена: 28324.00 р.
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Analytics in a big data world

Автор: Baesens Bart
Название: Analytics in a big data world
ISBN: 1118892704 ISBN-13(EAN): 9781118892701
Издательство: Wiley
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Цена: 6178.00 р.
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Описание: The guide to targeting and leveraging business opportunities using big data & analytics By leveraging big data & analytics, businesses create the potential to better understand, manage, and strategically exploiting the complex dynamics of customer behavior.

Transportation Analytics in the Era of Big Data

Автор: Satish V. Ukkusuri; Chao Yang
Название: Transportation Analytics in the Era of Big Data
ISBN: 3030093441 ISBN-13(EAN): 9783030093440
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book presents papers based on the presentations and discussions at the international workshop on Big Data Smart Transportation Analytics held July 16 and 17, 2016 at Tongji University in Shanghai and chaired by Professors Ukkusuri and Yang. The book is intended to explore a multidisciplinary perspective to big data science in urban transportation, motivated by three critical observations:

    The rapid advances in the observability of assets, platforms for matching supply and demand, thereby allowing sharing networks previously unimaginable.The nearly universal agreement that data from multiple sources, such as cell phones, social media, taxis and transit systems can allow an understanding of infrastructure systems that is critically important to both quality of life and successful economic competition at the global, national, regional, and local levels.There is presently a lack of unifying principles and methodologies that approach big data urban systems.
The workshop brought together varied perspectives from engineering, computational scientists, state and central government, social scientists, physicists, and network science experts to develop a unifying set of research challenges and methodologies that are likely to impact infrastructure systems with a particular focus on transportation issues. The book deals with the emerging topic of data science for cities, a central topic in the last five years that is expected to become critical in academia, industry, and the government in the future. There is currently limited literature for researchers to know the opportunities and state of the art in this emerging area, so this book fills a gap by synthesizing the state of the art from various scholars and help identify new research directions for further study.
Recent Developments in Data Science and Business Analytics

Автор: Tavana
Название: Recent Developments in Data Science and Business Analytics
ISBN: 3319727443 ISBN-13(EAN): 9783319727448
Издательство: Springer
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Цена: 20962.00 р.
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Описание: Part I Marketing and Supply Chain Analytics: Chapter1: Research on Differential Pricing and Coordination Mechanism of Second-Class Supply Chain of New Products and Remanufactured Products.- Chapter2: A study on Cooperation Strategies of Dual Channel Supply Chain Based on Service Level.- Chapter3: The Quality Management of Food Supply Chain in Perspective of Food Safety.- Chapter4: Strategic Customer Behavior with Risk Preference for a Supply Chain Management Based on Double Channel.- Chapter5: Competition and Coordination in Single-supplier Multiple-retailer Supply Chain.- Chapter6: Research on the Construction of Enterprise Brand Competitiveness Evaluation System Based on the Integration of SWOT and AHP Model.- Chapter7: Reflections on the Training Mode of E-commerce Professionals with improved Practical Exercises and Innovative Ability.- Chapter8: Research on Evaluating Marketing Ability of Traditional Chinese Medicine Enterprises in Gansu Province.- Part II: Logistics and Operations Analytics: Chapter9: The Impact of the Relationship between Operational Cost and Oil Prices on Economic Assessment in Oil and Gas Industry.- Chapter10: The Construction of University Students' Entrepreneurship Competency Model in Application-Oriented Universities.- Chapter11: Improving Airport Security Screening System in Terms of Efficiency and Fairness Via Network Model.- Chapter12: Study on the Choice of Strategic Emerging Industries in Gansu Province Based on Multi-level Grey Model.- Chapter13: The Study of "Big Quality" Satisfaction Evaluation.- Chapter14: Research on Evaluation Index System of Enterprise Brand Competitiveness - Taking Liquor Industry as an Example.- Chapter15: Simulation of Stochastic Volatility Variance Swap.- Chapter16: Empirical Research of the Contribution Rate of University Science and Technology to the Regional Economic Development.- Chapter17: Research on Incentive Strategy of Logistics Outsourcing about Manufacturing Enterprises.- Chapter18: Research on External Quality Inspection Technology of Tropical Fruits Based on Computer Vision.- Chapter19: Wholesale Price Contract and Quantity Discount Contract under Competition with Various Games.- Chapter20: Evaluation of Science and Technology Service Industry in Shandong Province.- Part III: Financial Analytics: Chapter21: CEO's Background Characteristics, Financing Preference and Firm Performance-----Empirical Evidence from China's A-share Listed Companies.- Chapter22: Security Risk Management Approach for Improving Information Security Return of Investment.- Chapter23: Comparative Analysis on Investment and Financing Models of Urban Rail Transportation.- Chapter24: Measuring Systemic Risk in the Chinese Financial System Based on Asymmetric Exponential Power Distribution.- Chapter25: Research on Liquidity Preferences of Mutual Fund.- Chapter26: Relationship of the Financial Agglomeration and Fiscal Expenditure Scale of Yangtze River Delta.- Chapter27: Applying Data Processing Method for Relationship Discovery in the Stock Market.- Chapter28: A Study on Assets Categorizations and Optimal Allocation via an Improved Algorithm.- Chapter29: Forecasting Stock Price Index Volatility with LSTM Deep Neural Network.- Chapter30: Improvement of Hedging Effect Based on the Average Hedging Ratio.- Chapter31: Finding the Lenders of Bad Credit Score Based on the Classification Method.- Part IV: Chapter32: Research Status and Prospect of Data Extraction and Cleaning Technology in Large Environment.- Chapter33: Research on Intelligent Sales Platform of Automobile Industry Based on Large Data Mining.- Chapter34: A Local Neighborhood Constraint Method for SIFT Features Matching.- Chapter35: A Wine Consumption Prediction Model Based on L-DAGLSSVM.- Chapter36: Fuzzy Control and Network System Design for Time Series Prediction Model.- Chapter37: Research on Data Storage Based on Cloud Platform.- Chapter38: An Automatic Multi-Objective Clustering based on Hierarchical Method

Recent Developments in Metaheuristics

Автор: Lionel Amodeo; El-Ghazali Talbi; Farouk Yalaoui
Название: Recent Developments in Metaheuristics
ISBN: 3319582526 ISBN-13(EAN): 9783319582528
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book highlights state-of-the-art developments in metaheuristics research. It examines all aspects of metaheuristic research including new algorithmic developments, applications, new research challenges, theoretical developments, implementation issues, in-depth experimental studies.

Recent Developments in Intelligent Information and Database Systems

Автор: Dariusz Kr?l; Lech Madeyski; Ngoc Thanh Nguyen
Название: Recent Developments in Intelligent Information and Database Systems
ISBN: 3319312766 ISBN-13(EAN): 9783319312767
Издательство: Springer
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Цена: 20896.00 р.
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Описание: Part I: Computational Intelligence in Data Mining and Machine Learning.- Part II: Ontologies, Social Networks and Recommendation Systems.- Part III: Web Services, Cloud Computing, Security and IntelligentInternet Systems.- Part IV: Knowledge Management and Language Processing.- Part V: Image, Video, Motion Analysis and Recognition.- Part VI: Advanced Computing Applications and Technologies.

Recent Developments in Foresight Methodologies

Автор: Maria Giaoutzi; Bartolomeo Sapio
Название: Recent Developments in Foresight Methodologies
ISBN: 1489973737 ISBN-13(EAN): 9781489973733
Издательство: Springer
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Цена: 25853.00 р.
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Описание: Concerned with applying critical thought to long-term developments in the public sector, industry, and management, foresight is integral to future studies. This book is a major update on the field and a forward step in standardizing the subject`s methodology.

Recent Developments in Decision Support Systems

Автор: Clyde W. Holsapple; Andrew B. Whinston
Название: Recent Developments in Decision Support Systems
ISBN: 3540561579 ISBN-13(EAN): 9783540561576
Издательство: Springer
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Цена: 41787.00 р.
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Описание: Examines the developments in the decision support system (DSS) field. This book features articles from an international group of contributors that offer perspectives and presentations on advances in the foundations of DSS, DSS development, DSS usage evaluation, and DSS applications.

Recent Developments in Decision Support Systems

Автор: Clyde W. Holsapple; Andrew B. Whinston
Название: Recent Developments in Decision Support Systems
ISBN: 3642081479 ISBN-13(EAN): 9783642081477
Издательство: Springer
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Цена: 41787.00 р.
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Описание: Proceedings of the NATO Advanced Study Institute on Recent Developments in Decision Support Systems, held at Il Ciocco, Italy, June 16-28, 1991


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