Sumeet Dua's Books

Data Mining for Bioinformatics

By: Sumeet Dua,Pradeep Chowriappa

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Data Mining for Bioinformatics

By: Sumeet Dua,Pradeep Chowriappa

Covering theory, algorithms, and methodologies, as well as data mining technologies, Data Mining for Bioinformatics provides a comprehensive discussion of data-intensive computations used in data mining with applications in bioinformatics. It supplies a broad, yet in-depth, overview of the application domains of data mining for bioinformatics to he

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Page Count

349

Publisher

CRC Press

Published Date

ISBN 10

1420004301

ISBN 13

9781420004304

Computational Analysis of the Human Eye with Applications

By: Sumeet Dua,Rajendra Acharya U,E. Y. K. Ng

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Computational Analysis of the Human Eye with Applications

By: Sumeet Dua,Rajendra Acharya U,E. Y. K. Ng

Advances in semi-automated high-throughput image data collection routines, coupled with a decline in storage costs and an increase in high-performance computing solutions have led to an exponential surge in data collected by biomedical scientists and medical practitioners. Interpreting this raw data is a challenging task, and nowhere is this more evident than in the field of opthalmology. The sheer speed at which data on cataracts, diabetic retinopathy, glaucoma and other eye disorders are collected, makes it impossible for the human observer to directly monitor subtle, yet critical details. This book is a novel and well-timed endeavor to present, in an amalgamated format, computational image modeling methods as applied to various extrinsic scientific problems in ophthalmology. It is self-contained and presents a highly comprehensive array of image modeling algorithms and methodologies relevant to ophthalmologic problems. The book is the first of its kind, bringing eye imaging and multi-dimensional hyperspectral imaging and data fusion of the human eye, into focus. The editors are at the top of their fields and bring a strong multidisciplinary synergy to this visionary volume. Their "inverted-pyramid" approach in presenting the content, and focus on core applications, will appeal to students and practitioners in the field.

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Page Count

467

Publisher

World Scientific

Published Date

ISBN 10

9814340294

ISBN 13

9789814340298

Data Mining and Machine Learning in Cybersecurity

By: Sumeet Dua,Xian Du

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Data Mining and Machine Learning in Cybersecurity

By: Sumeet Dua,Xian Du

With the rapid advancement of information discovery techniques, machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences, workshops, and journals focus on the fragmented research topics in this area, there has been no single interdisciplinary resource on past and current works and possible

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Page Count

256

Publisher

CRC Press

Published Date

ISBN 10

1439839433

ISBN 13

9781439839430

Book's by Sumeet Dua

Data Mining for Bioinformatics

Data Mining for Bioinformatics

Computational Analysis of the Human Eye with Applications

Computational Analysis of the Human Eye with Applications

Data Mining and Machine Learning in Cybersecurity

Data Mining and Machine Learning in Cybersecurity

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