Please use this identifier to cite or link to this item: http://hdl.handle.net/10603/432433
Title: Optimization of Support Vector Machines for balancing the trade off between generalization performance and computational complexity
Researcher: Bollipo, Lavanya Madhuri
Guide(s): K. V., Kadambari
Keywords: Computational Complexity
Computer Science
Engineering and Technology
Frank-Wolfe algorithm
Incremental Learning
Large margin distribution
Support vector machines
University: National Institute of Technology Warangal
Completed Date: 2021
Abstract: File Attached
Pagination: xiv, 118 p.
URI: http://hdl.handle.net/10603/432433
Appears in Departments:Department of Computer Science & Engineering

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01_title.pdfAttached File49.97 kBAdobe PDFView/Open
02_declaration.pdf64.53 kBAdobe PDFView/Open
03_certificate.pdf40.2 kBAdobe PDFView/Open
04_acknowledgement.pdf46.79 kBAdobe PDFView/Open
05_abstract.pdf123.25 kBAdobe PDFView/Open
06_content.pdf117.39 kBAdobe PDFView/Open
07_list of tables and figures.pdf110.26 kBAdobe PDFView/Open
08_chapter 1.pdf729.58 kBAdobe PDFView/Open
09_chapter 2.pdf156.77 kBAdobe PDFView/Open
10_chapter 3.pdf1.88 MBAdobe PDFView/Open
11_chapter 4.pdf516.72 kBAdobe PDFView/Open
12_chapter 5.pdf536.8 kBAdobe PDFView/Open
13_chapter 6.pdf1.25 MBAdobe PDFView/Open
14_chapter 7.pdf105.46 kBAdobe PDFView/Open
15_bibliography.pdf116.56 kBAdobe PDFView/Open
80_recommendation.pdf140.74 kBAdobe PDFView/Open
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