Data mining : principles, applications and emerging challenges / Harold L. Capri, editor.
Data mining is an area of research where appropriate methodological research and technical means are experienced to produce useful knowledge from different types of data. Data mining techniques use a broad family of computationally intensive methods that include decision trees, neural networks, rule induction, machine learning and graphic visualization. This book discusses the principles, applications and emerging challenges of data mining.
Gespeichert in:
E-Book
| Beteiligte Person(en) | |
|---|---|
| Ort, Verlag, Jahr |
New York, [New York]
: Nova Publishers
, 2015
|
| Umfang | 1 online resource (143 p.) |
| ISBN | 1-63463-770-4 |
| Sprache | Englisch |
| Zusatzinfo | Description based upon print version of record. |
| Zusatzinfo | ""DATA MINING: PRINCIPLES, APPLICATIONS AND EMERGING CHALLENGES""; ""DATA MINING: PRINCIPLES, APPLICATIONS AND EMERGING CHALLENGES""; ""Library of Congress Cataloging-in-Publication Data""; ""CONTENTS""; ""PREFACE""; ""Chapter 1: TRANSIT PASSENGER ORIGIN INFERENCEUSING SMART CARD DATA AND GPS DATA""; ""ABSTRACT""; ""INTRODUCTION""; ""RESEARCH BACKGROUND""; ""TRANSIT PASSENGER ORIGIN INFERENCE""; ""CONCLUSION""; ""ACKNOWLEDGMENTS""; ""REFERENCES""; ""Chapter 2: KNOWLEDGE EXTRACTION FROM ANAUTOMATED FORMATIVE EVALUATIONBASED ON ODALA APPROACH USINGTHE WEKA TOOL?""; ""ABSTRACT"" ""1. INTRODUCTION""""2. DATA MINING AND ODALA APPROACH""; ""3. MINING LEARNING DATA USING THE WEKA TOOL""; ""4. DATA MINING IMPLEMENTATION IN A CEHL""; ""CONCLUSION""; ""REFERENCES""; ""Chapter 3: MODELING NATIONS� FAILURE VIA DATA MINING TECHNIQUES""; ""ABSTRACT""; ""1. INTRODUCTION AND LITERATURE SURVEY""; ""2. METHOD""; ""3. RESULTS""; ""4. IMPLICATIONS, LIMITATIONS AND FUTURE RESEARCH""; ""APPENDIX 1. R CODE USED TO IMPLEMENT SVM""; ""APPENDIX 2. R CODE USED TO IMPLEMENT SOM""; ""REFERENCES""; ""Chapter 4: AN EVOLUTIONARY SELF-ADAPTIVEALGORITHM FOR MININGASSOCIATION RULES"" ""Abstract""""1. Introduction""; ""2. Preliminaries""; ""3. G3PARM+""; ""4. Experimental Study""; ""5. Concluding Remarks""; ""References""; ""INDEX"" |
| Zusatzinfo | English |
| Serie/Reihe | Computer science, technology and applications. |
| Online-Zugang | EBSCO EBS 2024 |
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