Items related to Applications of Machine Learning and Deep Learning...
Applications of Machine Learning and Deep Learning on Biological Data (Advances in Computational Collective Intelligence) - Hardcover
Synopsis
The automated learning of machines characterizes machine learning (ML). It focuses on making data-driven predictions using programmed algorithms. ML has several applications, including bioinformatics, which is a discipline of study and practice that deals with applying computational derivations to obtain biological data. It involves the collection, retrieval, storage, manipulation, and modeling of data for analysis or prediction made using customized software. Previously, comprehensive programming of bioinformatical algorithms was an extremely laborious task for such applications as predicting protein structures. Now, algorithms using ML and deep learning (DL) have increased the speed and efficacy of programming such algorithms.
Applications of Machine Learning and Deep Learning on Biological Data is an examination of applying ML and DL to such areas as proteomics, genomics, microarrays, text mining, and systems biology. The key objective is to cover ML applications to biological science problems, focusing on problems related to bioinformatics. The book looks at cutting-edge research topics and methodologies in ML applied to the rapidly advancing discipline of bioinformatics.
ML and DL applied to biological and neuroimaging data can open new frontiers for biomedical engineering, such as refining the understanding of complex diseases, including cancer and neurodegenerative and psychiatric disorders. Advances in this field could eventually lead to the development of precision medicine and automated diagnostic tools capable of tailoring medical treatments to individual lifestyles, variability, and the environment.
Highlights include:
- Artificial Intelligence in treating and diagnosing schizophrenia
- An analysis of ML’s and DL’s financial effect on healthcare
- An XGBoost-based classification method for breast cancer classification
- Using ML to predict squamous diseases
- ML and DL applications in genomics and proteomics
- Applying ML and DL to biological data
"synopsis" may belong to another edition of this title.
About the Author
Dr. Faheem Syeed Masoodi is Assistant Professor in the Department of Computer Science, University of Kashmir, India.
Dr. Mohammad Tabrez Quasim is Assistant Professor at University of Bisha, Saudi Arabia.
Dr. Syed Nisar Hussain Bukhari is a Scientist-C at the National Institute of Electronics and Information Technology (NIELIT) J&K, Srinagar, India.
Prof. Dr. Sarvottam Dixit holds the post of Advisor to The Chairperson, Mewar University, Chittorgarh, India.
Dr. Shadab Alam is currently Assistant Professor in the Department of Computer Science, Jazan University, Jazan, Saudi Arabia.
"About this title" may belong to another edition of this title.
- PublisherAuerbach Publications
- Publication date2023
- ISBN 10 1032214376
- ISBN 13 9781032214375
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages210
- EditorMasoodi Faheem, Quasim Mohammad, Bukhari Syed, Dixit Sarvottam, Alam Shadab
Search results for Applications of Machine Learning and Deep Learning...
Seller Image
Applications of Machine Learning and Deep Learning on Biological Data
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 44876964
Quantity: 4 available
Seller Image
Applications of Machine Learning and Deep Learning on Biological Data
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 44876964-n
Quantity: 4 available
Stock Image
Applications of Machine Learning and Deep Learning on Biological Data
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
Hardback. Condition: New. New copy - Usually dispatched within 4 working days. 185. Seller Inventory # B9781032214375
Quantity: 1 available
Stock Image
Applications of Machine Learning and Deep Learning on Biological Data
Seller: Majestic Books, Hounslow, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 401455900
Quantity: 3 available
Stock Image
Applications of Machine Learning and Deep Learning on Biological Data (Advances in Computational Collective Intelligence)
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9781032214375
Quantity: Over 20 available
Stock Image
Applications of Machine Learning and Deep Learning on Biological Data
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Seller Inventory # 26395969731
Quantity: 3 available
Seller Image
Applications of Machine Learning and Deep Learning on Biological Data
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 44876964-n
Quantity: Over 20 available
Seller Image
Applications of Machine Learning and Deep Learning on Biological Data
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 44876964
Quantity: Over 20 available
Stock Image
Applications of Machine Learning and Deep Learning on Biological Data
Print on DemandSeller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
HRD. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L1-9781032214375
Quantity: Over 20 available
Stock Image
Applications of Machine Learning and Deep Learning on Biological Data (Advances in Computational Collective Intelligence)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9781032214375_new
Quantity: Over 20 available