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1. 
Cover image for The elements of statistical learning : data mining, inference, and prediction
The elements of statistical learning : data mining, inference, and prediction
Author 
Hastie, Trevor. Tibshirani, Robert. Friedman, J. H. (Jerome H.)
Preferred Shelf Number 
Q325.5 H39 2009
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Cover image for Machine learning and data mining : introduction to principles and algorithms
Machine learning and data mining : introduction to principles and algorithms
Author 
Kononenko, Igor. Kukar, Matjaz.
Preferred Shelf Number 
Q325 .K65 2007
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3. 
Cover image for Demystifying AI : data science and machine learning using IBM SPSS modeler
Demystifying AI : data science and machine learning using IBM SPSS modeler
Author 
Truong, Dothang, author.
Preferred Shelf Number 
QA76.9 .D343
Electronic Access 
Taylor & Francis https://www.taylorfrancis.com/books/9781003468196
OCLC metadata license agreement http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
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4. 
Cover image for Knowledge discovery from data streams
Knowledge discovery from data streams
Author 
Gama, Joao., author.
Preferred Shelf Number 
QA76.9 .A43 G354 2010
Electronic Access 
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5. 
Cover image for Computational methods of feature selection
Computational methods of feature selection
Author 
Liu, Huan, 1958- Motoda, Hiroshi.
Preferred Shelf Number 
QA76.9 .D3 C64 2008
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6. 
Cover image for Data science and machine learning for non-programmers : using SAS Enterprise Miner
Data science and machine learning for non-programmers : using SAS Enterprise Miner
Author 
Truong, Dothang, author.
Preferred Shelf Number 
Q325.5
Electronic Access 
Taylor & Francis https://www.taylorfrancis.com/books/9781003162872
OCLC metadata license agreement http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
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7. 
Cover image for Knowledge Guided Machine Learning : Accelerating Discovery using Scientific Knowledge and Data.
Knowledge Guided Machine Learning : Accelerating Discovery using Scientific Knowledge and Data.
Author 
Karpatne, Anuj, editor. Kannan, Ramakrishnan, editor. Kumar, Vipin, 1956- editor.
Preferred Shelf Number 
Q325.5
Electronic Access 
Taylor & Francis https://www.taylorfrancis.com/books/9781003143376
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8. 
Cover image for Machine learning and knowledge discovery for engineering systems health management
Machine learning and knowledge discovery for engineering systems health management
Author 
Srivastava, Ashok N. (Ashok Narain), 1969- Han, Jiawei.
Preferred Shelf Number 
TA169.5 .M33 2012
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9. 
Cover image for Knowledge discovery with support vector machines
Knowledge discovery with support vector machines
Author 
Hamel, Lutz.
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ONLINE
Electronic Access 
Ebook Library http://public.eblib.com/EBLPublic/PublicView.do?ptiID=469484
John Wiley http://dx.doi.org/10.1002/9780470503065
http://site.ebrary.com/lib/alltitles/Doc?id=10346460
http://swb.eblib.com/patron/FullRecord.aspx?p=469484
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10. 
Cover image for Machine learning in multimedia : unlocking the power of visual and auditory intelligence
Machine learning in multimedia : unlocking the power of visual and auditory intelligence
Author 
Swarnkar, Suman, editor.
Preferred Shelf Number 
QA76.9 .D343 M334 2025
Electronic Access 
Taylor & Francis https://www.taylorfrancis.com/books/9781003477280
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11. 
Cover image for Fundamentals of robust machine learning : handling outliers and anomalies in data science
Fundamentals of robust machine learning : handling outliers and anomalies in data science
Author 
Saleh, Resve A., 1957- author. Majzoub, Sohaib, author. Saleh, A. K. Md. Ehsanes, author.
Preferred Shelf Number 
Q325.5 .S25 2025
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https://onlinelibrary.wiley.com/doi/book/10.1002/9781394294404
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12. 
Cover image for DATA ANALYTICS AND MACHINE LEARNING FOR INTEGRATED CORRIDOR MANAGEMENT
DATA ANALYTICS AND MACHINE LEARNING FOR INTEGRATED CORRIDOR MANAGEMENT
Author 
Karnati, Yashaswi.
Preferred Shelf Number 
Q325.5
Electronic Access 
Taylor & Francis https://www.taylorfrancis.com/books/9781003460305
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