Data mining : concepts, models, methods, and algorithms / Mehmed Kantardzic.
Material type:
TextHoboken, New Jersey : John Wiley & Sons, 2020Edition: Third editionDescription: xix, 639 pages : illustrations ; 24 cmContent type: - rdacontent
- rdamedia
- rdacarrier
- 9781119516040
- 006.312 K139d
- QA76.9.D343
| Item type | Current library | Shelving location | Call number | Copy number | Status | Date due | Barcode | |
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Main Library | Circulation Section | CIR 006.312 K139d 2020 (Browse shelf(Opens below)) | 1-1 | Available | 028020 |
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| CIR 006.3101519542 B341 2022 Bayesian reasoning and Gaussian processes for machine learning applications / | CIR 006.312 C276b 2021 Big data mining and complexity / | CIR 006.312 D262 2017 Data mining | CIR 006.312 K139d 2020 Data mining : concepts, models, methods, and algorithms / | CIR 006.312 M662p 2012 Practical text mining and statistical analysis for non-structured text data applications | CIR 006.312 Sa316d 2017 Data science and analytics with python | CIR 006.312 St911w 2023 Web metrics for library and information professionals / |
Includes bibliographical references and index.
Data-mining concepts -- Preparing the data -- Data reduction -- Learning from data -- Statistical methods -- Decision trees and decision rules -- Artificial neural networks -- Ensemble learning -- Cluster analysis -- Association rules -- Web mining and text mining -- Advances in data mining -- Genetic algorithms -- Fuzzy sets and fuzzy logic --Visualization methods.
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