Screen LibraryApplying 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: | ; ; ; ; |
|---|---|
| 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. |