Conceptual Exploration, Ganter Bernhard, Obiedkov Sergei
Автор: Ganter Название: Conceptual Exploration ISBN: 3662492903 ISBN-13(EAN): 9783662492901 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This is the first textbook on attribute exploration, its theory, its algorithms for
applications, and some of its many possible generalizations. Attribute exploration
is useful for acquiring structured knowledge through an interactive process, by
asking queries to an expert. Generalizations that handle incomplete, faulty, or
imprecise data are discussed, but the focus lies on knowledge extraction from a
reliable information source.
The method is based on Formal Concept Analysis, a mathematical theory of
concepts and concept hierarchies, and uses its expressive diagrams. The presentation
is self-contained. It provides an introduction to Formal Concept Analysis
with emphasis on its ability to derive algebraic structures from qualitative data,
which can be represented in meaningful and precise graphics.
Автор: Stachniss, Cyrill Название: Robotic mapping and exploration ISBN: 3642101682 ISBN-13(EAN): 9783642101687 Издательство: Springer Рейтинг: Цена: 19589.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book examines simultaneous localization and mapping (SLAM) for autonomous robots. Solutions include uncertainty-driven exploration, coordination of multiple robots, learning and incorporating background knowledge, and dealing with dynamic environments.
Автор: Christoph Meinel; Justus Bro?; Philipp Berger; Pat Название: Blogosphere and its Exploration ISBN: 3662515881 ISBN-13(EAN): 9783662515884 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book represents an attempt to fully review the phenomenon of the blogosphere. This can be achieved through a better understanding of individual blogs and their particular technical characteristics, as well as a deeper knowledge of how a single blog is embedded and interconnected within the entire blogosphere.
Автор: Nikos Pelekis; Yannis Theodoridis Название: Mobility Data Management and Exploration ISBN: 1493945106 ISBN-13(EAN): 9781493945108 Издательство: Springer Рейтинг: Цена: 8384.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This text integrates different mobility data handling processes, from database management to multi-dimensional analysis and mining, into a unified presentation driven by the spectrum of requirements raised by real-world applications.
Автор: Rajendra Prasath; Anil Kumar Vuppala; T. Kathirval Название: Mining Intelligence and Knowledge Exploration ISBN: 3319268317 ISBN-13(EAN): 9783319268316 Издательство: Springer Рейтинг: Цена: 12298.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed proceedings of theThird International Conference on Mining Intelligence and KnowledgeExploration, MIKE 2015, held in Hyderabad, India, in December 2015. The 48 full papers and 8 short papers presented togetherwith 4 doctoral consortium papers were carefully reviewed and selected from 185submissions.
Автор: Rajendra Prasath; Philip O`Reilly; T. Kathirvalava Название: Mining Intelligence and Knowledge Exploration ISBN: 3319138162 ISBN-13(EAN): 9783319138169 Издательство: Springer Рейтинг: Цена: 8944.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The papers cover topics such as information retrieval, feature selection, classification, clustering, image processing, network security, speech processing, machine learning, recommender systems, natural language processing, language, cognition and computation, and business intelligence.
Автор: Rajendra Prasath; Alexander Gelbukh Название: Mining Intelligence and Knowledge Exploration ISBN: 3319581295 ISBN-13(EAN): 9783319581293 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Accepted papers were grouped into various subtopics including information retrieval, machine learning, pattern recognition, knowledge discovery, classification, clustering, image processing, network security, speech processing, natural language processing, language, cognition and computation, fuzzy sets, and business intelligence.
Автор: Nikos Pelekis; Yannis Theodoridis Название: Mobility Data Management and Exploration ISBN: 1493903918 ISBN-13(EAN): 9781493903917 Издательство: Springer Рейтинг: Цена: 8384.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This text integrates different mobility data handling processes, from database management to multi-dimensional analysis and mining, into a unified presentation driven by the spectrum of requirements raised by real-world applications.
Автор: Ghosh Название: Mining Intelligence and Knowledge Exploration ISBN: 3319719270 ISBN-13(EAN): 9783319719276 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The papers were grouped into various subtopics including arti ficial intelligence, machine learning, image processing, pattern recognition, speech processing, information retrieval, natural language processing, social network analysis, security, and fuzzy rough sets.
Автор: Rajendra Prasath; T. Kathirvalavakumar Название: Mining Intelligence and Knowledge Exploration ISBN: 3319038435 ISBN-13(EAN): 9783319038438 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The papers cover the topics such as feature selection, classification, clustering, image processing, network security, speech processing, machine learning, information retrieval, recommender systems, natural language processing, language, cognition and computation and other certain problems in dynamical systems.
Автор: Hoyt Robert, Muenchen Robert Название: Data Preparation and Exploration: Applied to Healthcare Data ISBN: 0988752972 ISBN-13(EAN): 9780988752979 Издательство: Неизвестно Рейтинг: Цена: 4876.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining. This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. This textbook is an excellent companion text for our other textbook Introduction to Biomedical Data Science. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the programming languages R and Python. The reader is introduced to the free stat packages Jamovi and BlueSky Statistics. Multiple techniques for data visualization are presented. Medical datasets are used for demonstrations and student exercises. Importantly, chapter content is supplemented with YouTube videos. Chapters are well referenced (100]) and there is a chapter on health data resources so the reader can find data to prepare and explore on their own. Prominent issues such as how to handle missing data and imbalanced datasets are covered along with sections on descriptive statistics, visualization, correlations, handling duplicates and outliers, scaling, standardization, and much more. A downloadable Data Checklist is available on https: //www.informaticseducation.org
Автор: Wilfred Ng; Veda C. Storey; Juan Trujillo Название: Conceptual Modeling - ER 2013 ISBN: 3642419232 ISBN-13(EAN): 9783642419232 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The papers are organized in topical sections on modeling and reasoning, fundamentals of conceptual modeling, business process modeling, network modeling, data semantics, security and optimization, ontology-based modeling, searching and mining, conceptual modeling and applications, demonstration papers.
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