Interactive visual big data analytics for large area farm biosecurity monitoring: i-EKbase system
conference contribution
posted on 2023-05-23, 10:19authored byDutta, R, Mueller, H, Smith, D, Das, A, Jagannath Aryal
In this industrial application paper a novel application of salad leaf disease detection has been developed using a combination of big data analytics and on eld multi-dimensional sensing. We propose a cloud computing based intelligent big data analysis and interac- tive visual analytics platform to predict farm hot spots with high probability of potential biosecurity threats and early monitoring system aiming to save the farm from signi cant economic damage.
History
Publication title
Proceedings of the 4th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Volume
41
Editors
W Fan, A Bifet, Q Yang, PS Yu
Pagination
9-18
ISSN
1533-7928
Department/School
School of Engineering
Publisher
Journal of Machine Learning Research
Place of publication
United States of America
Event title
4th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications