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1. |
Record Nr. |
UNINA9910451443203321 |
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Autore |
Han Jiawei |
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Titolo |
Data mining [[electronic resource] ] : concepts and techniques / / Jiawei Han, Micheline Kamber |
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Pubbl/distr/stampa |
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Amsterdam ; ; London, : Elsevier, c2006 |
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ISBN |
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1-282-66586-3 |
9786612665868 |
0-08-047558-2 |
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Edizione |
[2nd ed.] |
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Descrizione fisica |
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1 online resource (772 p.) |
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Collana |
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The Morgan Kaufmann series in data management systems |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Data mining |
Computer science |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Nota di contenuto |
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Front cover; Title page; Copyright page; Dedication; Table of contents; Foreword; Preface; Organization of the Book; To the Instructor; To the Student; To the Professional; Book Websites with Resources; Acknowledgments for the First Edition of the Book; Acknowledgments for the Second Edition of the Book; 1 Introduction; 1.1 What Motivated Data Mining? Why Is It Important?; 1.2 So, What Is Data Mining?; 1.3 Data Mining-On What Kind of Data?; 1.4 Data Mining Functionalities-What Kinds of Patterns Can Be Mined?; 1.5 Are All of the Patterns Interesting?; 1.6 Classification of Data Mining Systems |
1.7 Data Mining Task Primitives1.8 Integration of a Data Mining System with a Database or Data Warehouse System; 1.9 Major Issues in Data Mining; 1.10 Summary; Exercises; Bibliographic Notes; 2 Data Preprocessing; 2.1 Why Preprocess the Data?; 2.2 Descriptive Data Summarization; 2.3 Data Cleaning; 2.4 Data Integration and Transformation; 2.5 Data Reduction; 2.6 Data Discretization and Concept Hierarchy Generation; 2.7 Summary; Exercises; Bibliographic Notes; 3 Data Warehouse and OLAP Technology: An Overview; 3.1 What Is a Data Warehouse?; 3.2 A Multidimensional Data Model |
3.3 Data Warehouse Architecture3.4 Data Warehouse Implementation; |
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3.5 From Data Warehousing to Data Mining; 3.6 Summary; Exercises; Bibliographic Notes; 4 Data Cube Computation and Data Generalization; 4.1 Efficient Methods for Data Cube Computation; 4.2 Further Development of Data Cube and OLAP Technology; 4.3 Attribute-Oriented Induction-An Alternative Method for Data Generalization and Concept Description; 4.4 Summary; Exercises; Bibliographic Notes; 5 Mining Frequent Patterns, Associations, and Correlations; 5.1 Basic Concepts and a Road Map |
5.2 Efficient and Scalable Frequent Itemset Mining Methods5.3 Mining Various Kinds of Association Rules; 5.4 From Association Mining to Correlation Analysis; 5.5 Constraint-Based Association Mining; 5.6 Summary; Exercises; Bibliographic Notes; 6 Classification and Prediction; 6.1 What Is Classification? What Is Prediction?; 6.2 Issues Regarding Classification and Prediction; 6.3 Classification by Decision Tree Induction; 6.4 Bayesian Classification; 6.5 Rule-Based Classification; 6.6 Classification by Backpropagation; 6.7 Support Vector Machines |
6.8 Associative Classification: Classification by Association Rule Analysis6.9 Lazy Learners (or Learning from Your Neighbors); 6.10 Other Classification Methods; 6.11 Prediction; 6.12 Accuracy and Error Measures; 6.13 Evaluating the Accuracy of a Classifier or Predictor; 6.14 Ensemble Methods-Increasing the Accuracy; 6.15 Model Selection; 6.16 Summary; Exercises; Bibliographic Notes; 7 Cluster Analysis; 7.1 What Is Cluster Analysis?; 7.2 Types of Data in Cluster Analysis; 7.3 A Categorization of Major Clustering Methods; 7.4 Partitioning Methods; 7.5 Hierarchical Methods |
7.6 Density-Based Methods |
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Sommario/riassunto |
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Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. On the collection side, scanned text and image platforms, satellite remote sensing systems, and the World Wide Web have flooded us with a tremendous amount of data. This explosive growth has generated an even more urgent need for new techniques and automated tools that can help us transform this data into useful information and knowledge.<b |
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2. |
Record Nr. |
UNINA9910797012203321 |
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Titolo |
Parenthetical verbs / / edited by Stefan Schneider, Julie Glikman and Mathieu Avanzi |
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Pubbl/distr/stampa |
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Berlin : , : De Gruyter, , [2015] |
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©2015 |
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ISBN |
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3-11-037614-8 |
3-11-039419-7 |
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Descrizione fisica |
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1 online resource (366 p.) |
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Collana |
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Linguistische Arbeiten, , 0344-6727 ; ; volume 557 |
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Disciplina |
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Soggetti |
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Grammar, Comparative and general - Verb |
Language and languages |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Front matter -- Table of Contents -- Acknowledgements -- Introduction -- Parentheticals and the grammar of complementation -- On theticals: A “rootless” analysis of I think -- Speaker and quote reduced parenthetical clauses -- On V2, gaps, and operators in comment and reporting parentheticals -- An approach to parenthetical courtesy markers in requests in Late Modern English -- Origin and development of French parenthetical verbs -- Ontogenetic paths to the parenthetical construction -- Epistemic Parenthetical Verb Phrases: Command, Semantic Scope and Prosodic Phrasing -- Are reporting clauses special cases of parentheticals? -- Mapping to prosody: Not all parentheticals are alike -- The Vocative in European Portuguese: Prosodic Effects of its Position in the Sentence -- Index |
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Sommario/riassunto |
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Parenthesis has recently seen a considerable surge in interest. This volume presents the – often contrasting – theoretical positions on parenthetical verbs and examines them from different analytical perspectives. It covers parenthetical verbs in English as well as in several other languages. Methodologically, the volume is marked by its empirical orientation: Most contributions are based on data from experiments or corpora. |
Parenthesis has recently seen a considerable surge in interest. This |
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volume presents the – often contrasting – theoretical positions on parenthetical verbs and examines them from different analytical perspectives. The initial theoretical section contains, among others, two contributions presenting diametrically opposed analyses of the syntax of parenthetical verbs. Although (synchronic) syntax pervades the volume, other analytical levels and approaches are also given weight: The second section provides insights into the historical and ontogenetic development of parenthetical verbs, while the third section deals with prosody and prosody-syntax or prosody-semantics mappings. The volume covers parenthetical verbs in English as well as in several other languages (Danish, Dutch, French, German, Portuguese and Turkish), some of which are rarely taken into consideration when dealing with parentheticals. Methodologically, the volume is marked by its strong empirical orientation: With few exceptions, the contributions are based on data from experiments or from corpora (historical, contemporary, diachronic, synchronic, oral, written, child, adult). |
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