Applying machine learning techniques to bioinformatics : few-shot and zero-shot methods /
"This book aims to provide a rigorous and in-depth examination of the intersection of bioinformatics, few-shot learning, and zero-shot learning"--
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Group Author: | ; ; ; ; |
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Published: |
IGI Global,
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Publisher Address: | Hershey, PA : |
Publication Dates: | [2024] |
Literature type: | Book |
Language: | English |
Series: |
Advances in bioinformatics and biomedical engineering (ABBE) book series,
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Subjects: | |
Summary: |
"This book aims to provide a rigorous and in-depth examination of the intersection of bioinformatics, few-shot learning, and zero-shot learning"-- |
Item Description: | "Premier reference source"--Cover. |
Carrier Form: | xx, 398 pages : illustrations (some color), forms ; 29 cm. |
Bibliography: | Includes bibliographical references (pages 351-390) and index. |
ISBN: | 9798369318225 |
Index Number: | S494 |
CLC: | F3 |
Call Number: | F3/A652 |
Contents: | Sensor based intelligent recommender systems for agricultural activities / Amit Tyagi, Richa Singh -- The role of data visualization and big data analytics in smart agriculture / Amit Tyagi, Manivannan Karunakaran -- Exploration of deep learning and transfer learning in bioinformatics / Yash Mahajan, Muskan Sharma -- Zero-shot learning in bioinformatics paradigm / Pratima Singh, Shrikant Tiwari, Seema Garg -- Exploring few-shot learning approaches for bioinformatics advancements / Neha Bhati, Ronak Duggar, Abdullah Alzahrani -- Predicting weather conditions using machine learning for improving crop production / Shabnam Kumari, Muthulakshmi P. -- Data visualization techniques in smart agriculture implementation / Amit Tyagi, Gaurav Pandey, Shabnam Kumari. |