Event Mining for Explanatory Modeling / (Record no. 385)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02798nam a2200469 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9781450384858 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | ACM |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260528133338.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210511s2021 nyu 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 3462257 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781450384858 |
| Qualifying information | ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781450384841 |
| Qualifying information | epub |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781450384827 |
| Qualifying information | hardcover |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781450384834 |
| Qualifying information | paperback |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1145/3462257 |
| Source of number or code | doi |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Jalali, Laleh |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Event Mining for Explanatory Modeling / |
| Statement of responsibility, etc. | Laleh Jalali, Ramesh Jain. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First Edition |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | [New York, NY, USA] : |
| Name of producer, publisher, distributor, manufacturer | Association for Computing Machinery; |
| Date of production, publication, distribution, manufacture, or copyright notice | [2021]. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 PDF (xvi, 146 pages) |
| Other physical details | LuaTEX |
| 490 1# - SERIES STATEMENT | |
| Series statement | ACM books, |
| International Standard Serial Number | 2374-6777 ; |
| Volume/sequential designation | #35 |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Preface |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1 Introduction -- 1.1 Correlation is the Mother of Causality -- 1.2 Explanatory Modeling versus Predictive Modeling -- 1.3 Logs are the Source of Knowledge -- 1.4 From Logs to Chronicles to Models -- 1.5 The Importance of an Event Language for Explanatory Modeling |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 2 Think Events: From Signals to Events -- 2.1 Events in the Human World -- 2.2 Events in the Cyber World -- 2.3 Why an Event Model? -- 2.4 An Overview of Event Models |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3 Event Mining and Pattern Discovery -- 3.1 An Example of Asthma Risk Factor Patterns -- 3.2 Temporal Knowledge Representation -- 3.3 Temporal Data Prediction -- 3.4 Pattern Discovery -- 3.5 Different Types of Patterns -- 3.6 Revisiting Asthma Risk Factor Patterns |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 4 Design Principles of Event Mining Systems -- 4.1 Data Fusion and Transformation -- 4.2 Extensibility and Reusability -- 4.3 Interactive Process -- 4.4 Human-centered Analysis -- 4.5 Event Mining Architecture |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 5 Event Mining Applications -- 5.1 Healthcare and Medicine -- 5.2 Biological Data Analysis -- 5.3 Predictive Maintenance -- 5.4 Business Intelligence -- 5.5 Computer Networks |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 6 EventMiner Framework -- 6.1 Data Models and Pattern Operators -- 6.2 Architecture -- 6.3 Core Processing and Language Syntax -- 6.4 Interactive Event Mining Process -- 6.5 Case Studies with EventMiner |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 7 Conclusion and Future Direction |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Bibliography |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Authors' Biography |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Index |
| 506 ## - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Also available in print. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | Mode of access: World Wide Web |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | System requirements: Adobe Acrobat Reader |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Event Mining (Computer Science) |
| 655 #0 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| International Standard Book Number | 9781450384827 |
| -- | 9781450384834 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | ACM books - Collection 2 ; |
| Volume/sequential designation | #35. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Abstract with links to full text |
| Uniform Resource Identifier | <a href="https://doi.org/10.1145/3462257">https://doi.org/10.1145/3462257</a> |
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