1st Edition

Applications of Machine Learning and Deep Learning on Biological Data

210 Pages 32 B/W Illustrations
by Auerbach Publications

210 Pages 32 B/W Illustrations
by Auerbach Publications

210 Pages 32 B/W Illustrations
by Auerbach Publications

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... Read more

1. Deep Learning Approaches, Algorithms, and Applications in Bioinformatics
Saahira Banu Ahamed, Shermin Shamsudheen, and Awatef Salem Balobaid

2. Role of Artificial Intelligence and Machine Learning in SchizophreniaA Survey
Bhawana Paliwal and Khandakar Faridar Rahman.

3. Understanding Financial Impact of Machine and Deep Learning in Healthcare: An Analysis
Khurshid Ali Ganai and Bilal Ahmad Pandow

4. Face Mask Detection Alert System for COVID Prevention Using Deep Learning
Parth Agarwal , Dhruv Rastogi and Aman Sharma

5. An XGBoost-Based Classification Method to Classify Breast Cancer
Kishwar Sadaf, Jabeen Sultana, and Nazia Ahmad

6. Prediction of Erythemato-Squamous Diseases Using Machine Learning
Syed Nisar Hussain Bukhari, Faheem Masoodi, Muneer Ahmad Dar, Nisar IqbalWani, Adfar Sajad and Gousiya Hussain

7. Grouping of Mushroom 5.8s rRNA Sequences by Implementing Hierarchical Clustering Algorithm
P. Sudhasini and B. Ashadevi

8. Applications of Machine Learning and Deep Learning in Genomics and Proteomics
Qurat-ul-ain and Uzma Hameed

9. Artificial Intelligence: For Biological Data
Ifra Altaf, Muheet Ahmed Butt, Majid Zaman

10. Application of ML and DL on Biological Data
Tawseef Ahmed Teli, Faheem Syed Masoodi and Zubair Masoodi

11. Deep Learning for Bioinformatics
Tawseef Ahmed Teli and Rameez Yousuf

Biography

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.