Angebote zu "Mining" (15 Treffer)

Data Mining Techniques for Protein Sequence Ana...
28,99 € *
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´´Data Mining Techniques for Protein Sequence Analysis´´ describes habitually about various techniques in data mining which are here united in one edifying textbook. These topics recline at the heart of many areas of data mining, machine learning and bioinformatics. This textbook introduces the assessment of the protein sequence in all aspects. A toolbox of inference techniques includes experimentally tested for classification and clustering algorithms. The result is a textbook on information regarding about the protein sequences, and data mining algorithms for a new generation of students, and a consummate entry point into these subjects for professionals in areas related to bioinformatics and data mining.

Anbieter: buecher.de
Stand: 25.05.2018
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Data Science
24,90 € *
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Data Scientisten (m/w) sind derzeit auf dem Jobmarkt heißbegehrt. In Amerika sind erfahrene Data Scientisten so beliebt wie eine Getränkebude in der Wüste. Aber auch in Deutschland ist eine steigende Nachfrage nach diesem Skillprofil erkennbar. Immer mehr Unternehmen bauen ´´Analytics´´-Abteilungen auf bzw. aus und suchen entsprechende Mitarbeiter. Nur: was macht eigentlich ein Data Scientist? Irgendetwas mit künstlicher Intelligenz, Machine Learning, Data-Mining, Python-Programmierung und Big Data. So genau weiß es eigentlich niemand ... Das Buch ist eine Einführung und Übersicht über das weitumfassende Themengebiet Data Science. Es werden die Datenquellen (Datenbanken, Data-Warehouse, Hadoop etc.) und die Softwareprodukte für die Datenanalyse vorgestellt (Data-Science-Plattformen, ML Bibliotheken). Die wichtigsten Verfahren des Machine Learnings werden ebenso behandelt wie beispielhafte Anwendungsfälle aus verschiedenen Branchen.

Anbieter: buecher.de
Stand: 16.05.2018
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Data Matching
41,99 € *
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Data matching (also known as record or data linkage, entity resolution, object identification, or field matching) is the task of identifying, matching and merging records that correspond to the same entities from several databases or even within one database. Based on research in various domains including applied statistics, health informatics, data mining, machine learning, artificial intelligence, database management, and digital libraries, significant advances have been achieved over the last decade in all aspects of the data matching process, especially on how to improve the accuracy of data matching, and its scalability to large databases. Peter Christen´s book is divided into three parts: Part I, ´´Overview´´, introduces the subject by presenting several sample applications and their special challenges, as well as a general overview of a generic data matching process. Part II, ´´Steps of the Data Matching Process´´, then details its main steps like pre-processing, indexing, field and record comparison, classification, and quality evaluation. Lastly, part III, ´´Further Topics´´, deals with specific aspects like privacy, real-time matching, or matching unstructured data. Finally, it briefly describes the main features of many research and open source systems available today. By providing the reader with a broad range of data matching concepts and techniques and touching on all aspects of the data matching process, this book helps researchers as well as students specializing in data quality or data matching aspects to familiarize themselves with recent research advances and to identify open research challenges in the area of data matching. To this end, each chapter of the book includes a final section that provides pointers to further background and research material. Practitioners will better understand the current state of the art in data matching as well as the internal workings and limitations of current systems. Especially, they will learn that it is often not feasible to simply implement an existing off-the-shelf data matching system without substantial adaption and customization. Such practical considerations are discussed for each of the major steps in the data matching process.

Anbieter: buecher.de
Stand: 08.05.2018
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Recommender Systems
54,99 € *
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This book comprehensively covers the topic of recommender systems, which provide personalized recommendations of products or services to users based on their previous searches or purchases. Recommender system methods have been adapted to diverse applications including query log mining, social networking, news recommendations, and computational advertising. This book synthesizes both fundamental and advanced topics of a research area that has now reached maturity. The chapters of this book are organized into three categories: Algorithms and evaluation: These chapters discuss the fundamental algorithms in recommender systems, including collaborative filtering methods, content-based methods, knowledge-based methods, ensemble-based methods, and evaluation. Recommendations in specific domains and contexts: the context of a recommendation can be viewed as important side information that affects the recommendation goals. Different types of context such as temporal data, spatial data, social data, tagging data, and trustworthiness are explored. Advanced topics and applications: Various robustness aspects of recommender systems, such as shilling systems, attack models, and their defenses are discussed. In addition, recent topics, such as learning to rank, multi-armed bandits, group systems, multi-criteria systems, and active learning systems, are introduced together with applications. Although this book primarily serves as a textbook, it will also appeal to industrial practitioners and researchers due to its focus on applications and references. Numerous examples and exercises have been provided, and a solution manual is available for instructors.

Anbieter: buecher.de
Stand: 13.04.2018
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Context-Aware Collaborative Prediction
41,99 € *
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This book presents two collaborative prediction approaches based on contextual representation and hierarchical representation, and their applications including context-aware recommendation, latent collaborative retrieval and click-through rate prediction. The proposed techniques offer significant improvements over current methods, the key determinants being the incorporated contextual representation and hierarchical representation. To provide a background to the core ideas presented, it offers an overview of contextual modeling and the theory of contextual representation and hierarchical representation, which are constructed for the joint interaction of entities and contextual information. The book offers a rich blend of theory and practice, making it a valuable resource for students, researchers and practitioners who need to construct systems of information retrieval, data mining and recommendation systems with contextual information.

Anbieter: buecher.de
Stand: 05.04.2018
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Video Search and Mining (Buch)
171,21 € *
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Erscheinungsdatum: 05/2010Medium: BuchEinband: GebundenTitel: Video Search and MiningRedaktion: Schonfeld, Dan // Shan, Caifeng // Tao, Dacheng // Wang, LiangVerlag: Springer-Verlag GmbHSprache: EnglischSchlagworte: Data Mining // EDV // Intelligen

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Stand: 16.05.2018
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Gorunescu, Florin: Data Mining (Buch)
154,39 € *
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Erscheinungsdatum: 07/2011Medium: BuchEinband: GebundenTitel: Data MiningTitelzusatz: Concepts, Models and TechniquesAutor: Gorunescu, FlorinVerlag: Springer-Verlag GmbHSprache: EnglischSchlagworte: Data Mining // EDV // Ingenieurswesen // Maschin

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Stand: 16.05.2018
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Knowledge Discovery and Data Mining (Taschenbuch)
255,95 € *
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Erscheinungsdatum: 01/2012Medium: TaschenbuchEinband: Kartoniert / BroschiertTitel: Knowledge Discovery and Data MiningRedaktion: Tan, HonghuaVerlag: Springer-Verlag GmbHSprache: EnglischSchlagworte: Data Mining // EDV // Intelligenz // Kuenstliche

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Stand: 16.05.2018
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Quality Measures in Data Mining (Buch)
171,21 € *
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Erscheinungsdatum: 01/2007Medium: BuchEinband: GebundenTitel: Quality Measures in Data MiningRedaktion: Guillet, Fabrice // Hamilton, Howard J.Verlag: Springer-Verlag GmbHSprache: EnglischSchlagworte: Data Mining // EDV // Intelligenz // Kuenstliche

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Stand: 16.05.2018
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Learning Classifier Systems in Data Mining (Buch)
145,97 € *
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Erscheinungsdatum: 07/2008Medium: BuchEinband: GebundenTitel: Learning Classifier Systems in Data MiningRedaktion: Bull, Larry // Ester, Bernadó-Mansilla // Holmes, JohnVerlag: Springer-Verlag GmbHSprache: EnglischSchlagworte: Agent // EDV // Agent

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Stand: 16.05.2018
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