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03032nam a2200265 a 4500 |
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150416n 000 0 eng d |
| INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
978-1482212365 |
| DATE AND TIME OF LATEST TRANSACTION |
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20170126100744.0 |
| CONTROL NUMBER |
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60459 |
| CONTROL NUMBER IDENTIFIER |
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UOWD |
| TITLE STATEMENT |
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| Title |
Knowledge Discovery Process and Methods to Enhance Organizational Performance |
| Statement of responsibility, etc |
edited by Kweku-Muata Osei-Bryson, Corlane Barclay |
| PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Boca Raton, FL : |
| Name of publisher, distributor, etc |
CRC Press, |
| Date of publication, distribution, etc |
c2015. |
| PHYSICAL DESCRIPTION |
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| Extent |
xviii, 386 p. : |
| Other physical details |
ill. ; |
| Dimensions |
24 cm. |
| SUMMARY, ETC. |
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| Summary, etc |
Offering insights into the scope of data mining initiatives, this text examines their socio-economic and legal implications to stakeholders, organizations and society. |
| FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Introduction; Kweku-Muata Osei-Bryson and Corlane Barclay Overview on Knowledge Discovery via Data Mining Process Models; Sumana Sharma An Integrated Knowledge Discovery and Data Mining Process Model; Sumana Sharma and Kweku-Muata Osei-Bryson A Method for Formulating the Business Objectives of Data Mining Projects; Sumana Sharma and Kweku-Muata Osei-Bryson The Application of the Business Understanding Phase of the CRISP-DM Approach to a Knowledge Discovery Project on Education; Corlane Barclay A Context-Aware Framework for Supporting the Evaluation of Data Mining Results; Kweku-Muata Osei-Bryson Issues and Considerations in the Application of Data Mining in Business; Edward Chen The Importance of Data Quality Assurance to the Data Analysis Activities of the Data Mining Process; Patricia E. Nalwoga Lutu Critical Success Factors in Knowledge Discovery and Data Mining Projects; Corlane Barclay Data Mining in Organizations: Opportunities and Challenges for Small Developing States; Corlane Barclay Determining Sources of Relative Inefficiency in Heterogeneous Samples Using Multiple Data Analytic Techniques; Sergey Samoilenko and Kweku-Muata Osei-Bryson Applications of Data Mining in Organizational Behavior; Arash Shahin and Reza Salehzadeh Decision Making and Decision Styles of Project Managers: A Preliminary Exploration Using Data Mining Techniques; Kweku-Muata Osei-Bryson and Corlane Barclay The Application of the CRISP-DM Process in Predicting High School Students' Examination (CSEC/CXC) Performance; Corlane Barclay, Andrew Dennis, and Jerome Shepherd Post-Pruning in Decision Tree Induction Using Multiple Performance Measures; Kweku-Muata Osei-Bryson Selecting Classifiers for an Ensemble-An Integrated Ensemble Generation Procedure; Kweku-Muata Osei-Bryson A New Feature Selection Technique Applied to Credit Scoring Data Using a Rank Aggregation Approach Based on Optimization, Genetic Algorithm, and Similarity; Bouaguel Waad, Bel Mufti Ghazi, and Limam Mohamed. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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COMPUTERS |
| General subdivision |
Databases |
| -- |
General |
| Source of heading or term |
sears |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Database management |
| Source of heading or term |
sears |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Database searching |
| Source of heading or term |
sears |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Data mining |
| Source of heading or term |
sears |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Business |
| General subdivision |
Data processing |
| Source of heading or term |
sears |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Business and Management |
| Source of heading or term |
sears |
| ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Osei-Bryson, Kweku-Muata, |
| Relator term |
Edited by |
| ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Barclay, Corlane, |
| Relator term |
Edited by |
| ADDED ENTRY ELEMENTS (KOHA) |
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| Koha item type |
REGULAR |