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Machine Learning Based Prediction Techniques

By: By: Publication details: Navi Mumbai: Shroff Publishers & Distributors Pvt. Ltd., 2021Description: 162ISBN:
  • 9789355421111
Subject(s): DDC classification:
  • 006.31 SHA
Summary: Machine Learning based Prediction Techniques is a book for those who wanted to learn basics of Machine Learning and for those interested in undertaking projects, research, etc. The contents of book starts from the basics and extends to advanced content in a systematic manner. At the end of the book, learners will be able to develop their own predictive machine leaning based automated system. This book is useful for M.phil. and Ph.D. students doing research in the area of biomedical signal processing like EEG brain signal. It is also useful for physicians dealing with epilepsy patients. By continuously recording the patientÂ’s EEG and using this Machine Learning based prediction techniques, the onset of an epileptic episode can be predicted 25 to 30 minutes earlier and physician able to reset the brain condition dynamically by giving proper treatment to the patients and avoiding the occurrence of the seizure.
List(s) this item appears in: New Arrivals for the Month of September - 2023
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Item type Current library Collection Call number Status Date due Barcode Item holds
Book Book Alliance College of Engineering and Design CSE & IT 006.31 SHA (Browse shelf(Opens below)) Available E12620
Total holds: 0

Machine Learning based Prediction Techniques is a book for those who wanted to learn basics of Machine Learning and for those interested in undertaking projects, research, etc. The contents of book starts from the basics and extends to advanced content in a systematic manner. At the end of the book, learners will be able to develop their own predictive machine leaning based automated system.
This book is useful for M.phil. and Ph.D. students doing research in the area of biomedical signal processing like EEG brain signal. It is also useful for physicians dealing with epilepsy patients. By continuously recording the patientÂ’s EEG and using this Machine Learning based prediction techniques, the onset of an epileptic episode can be predicted 25 to 30 minutes earlier and physician able to reset the brain condition dynamically by giving proper treatment to the patients and avoiding the occurrence of the seizure.

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