Detecting, extracting, and mapping of inland surface water using Landsat 8 Operational Land Imager: A case study of Pune district, India [version 1; peer review: 2 approved]

Autor: Humera Khanum, Kanchan Khare, Rushikesh Kulkarni

Publikováno v: F1000Research, Vol 11 (2022)

Background: Recent developments in optical satellite remote sensing have led to a new era in the detection of surface water with its changing dynamics. This study presents the creation of surface water inventory for a part of Pune district (an admini

Externí odkaz: https://doaj.org/article/f884babd307740178984ac71a606e1fb

Federated learning improves site performance in multicenter deep learning without data sharing

Autor: Leonard S. Marks, William Speier, Baris Turkbey, Bradford J. Wood, Steven S. Raman, Thomas Sanford, Rushikesh Kulkarni, Alex G. Raman, Jesse Tetreault, Alan Priester, Mona Flores, Holger R. Roth, Daguang Xu, Ziyue Xu, Peter L. Choyke, Corey W. Arnold, Karthik V. Sarma, Stephanie Harmon, Dieter R. Enzmann

Publikováno v: Journal of the American Medical Informatics Association : JAMIA, vol 28, iss 6
Journal of the American Medical Informatics Association : JAMIA

Objective To demonstrate enabling multi-institutional training without centralizing or sharing the underlying physical data via federated learning (FL). Materials and Methods Deep learning models were trained at each participating institution using l

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cfcc43846600977c2b828330a2b4c1eb
https://doi.org/10.1093/jamia/ocaa341

Ekagra, an Autonomous Underwater Vehicle: Cost-Effective System Design and Implementation

Autor: Parth Hasabnis, Pranav Pawar, Rushikesh Kulkarni, Dishant Sonawane, Charmi Mehta, Akshay Parseja, Akanksha Pardeshi, Jaydeep Patil, Atharva Dandapur, Harshal Dandekar, Yash Dabhade, Pratik Nidre, Aniruddha Kulkarni, Abhita Lakkabathini, Ayushmaan Singh, Devashish Shriwas, Siddhi Mukkawar, Sushant Vaidkar

Publikováno v: OCEANS 2022 - Chennai.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c6448e0fcf83b8e816ea10420becf9f4
https://doi.org/10.1109/oceanschennai45887.2022.9775473

Political Tweets Anatomization Using Sentiment Analysis

Autor: Atul Pawar, Manoj Patil, Rushikesh Kulkarni, Sairaj Lohar, Vasim Inamdar

Publikováno v: Journal of Information Technology and Sciences. 7

Social Media has an impact on different aspects of our life. It has revolutionized the way people communicate and socialize on the web. It is an undeniable force in modern society. It has the power to force necessary changes. Social networking platfo

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::79685252e641c457c140bb6fbeaa27c8
https://doi.org/10.46610/joits.2021.v07i02.004

Predictive Analysis of Lake Water Quality Using an Evolutionary Algorithm

Autor: Kanchan Khare, Sayali Apte, M. S. Jadhav, Rushikesh Kulkarni

Publikováno v: Algorithms for Intelligent Systems ISBN: 9789811509933

Lakes are water bodies having considerable availability of water. Hence, it could be convincing and promising water resource in the area of acute shortage of water. Throughout the world, the water quality of lakes, natural or human-made, has been det

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a794efd111de036ba22e7a04930a45ec
https://doi.org/10.1007/978-981-15-0994-0_5