{"id":16734,"date":"2020-03-22T22:14:10","date_gmt":"2020-03-22T22:14:10","guid":{"rendered":"https:\/\/iplantprotect.pt\/?post_type=iplantprotect_member&#038;p=173"},"modified":"2026-02-24T10:46:10","modified_gmt":"2026-02-24T10:46:10","slug":"manisha-sirsat","status":"publish","type":"iplantprotect_member","link":"https:\/\/iplantprotect.pt\/en\/iplantprotect_member\/manisha-sirsat\/","title":{"rendered":"Manisha Sirsat"},"content":{"rendered":"<p><strong>Senior doctoral researcher, <strong><strong>Data Science and Bioinformatics<\/strong><\/strong><\/strong><\/p>\n\n\n\n<p>PhD in Computer Science from the University of Santiago de Compostela, Spain<\/p>\n\n\n\n<p><strong><strong>Areas of expertise:<\/strong><\/strong><\/p>\n\n\n\n<p>Machine learning; Computer vision; Generative AI; AI Agents (Agentic Systems); Data systems and management; Decision support \/ Decision intelligence<\/p>\n\n\n\n<p><strong><strong>Previous positions:<\/strong><\/strong><\/p>\n\n\n\n<p>PhD researcher, NOVA.ID.FCT, NOVA LINCS, Portugal<\/p>\n\n\n\n<p>Post-doc Researcher, Institute for Systems and Computer Engineering, Technology and Science - INESC TEC, Porto, Portugal<\/p>\n\n\n\n<p><strong><strong>13 scientific publications; h-index (Scopus): <\/strong>7<\/strong><\/p>\n\n\n\n<p><strong><strong>Two relevant publications:<\/strong><\/strong><\/p>\n\n\n\n<p><strong>Sirsat, M.<\/strong> <strong>S.<\/strong>, Cernadas, E., Fern\u00e1ndez-Delgado, M., and Khan, R. (2017). Classification of agricultural soil parameters in India. Computers and electronics in agriculture, 135, 269-279. DOI: https:\/\/doi.org\/10.1016\/j.compag.2017.01.019<\/p>\n\n\n\n<p><strong>Sirsat, M. S.<\/strong>, Isla-Cernadas, D., Cernadas, E., and Fern\u00e1ndez-Delgado, M. (2025). Machine and deep learning for the prediction of nutrient deficiency in wheat leaf images. Knowledge-Based Systems, 317, 113400. DOI: https:\/\/doi.org\/10.1016\/j.knosys.2025.113400<\/p>","protected":false},"featured_media":16792,"template":"","class_list":["post-16734","iplantprotect_member","type-iplantprotect_member","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/iplantprotect.pt\/en\/wp-json\/wp\/v2\/iplantprotect_member\/16734","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iplantprotect.pt\/en\/wp-json\/wp\/v2\/iplantprotect_member"}],"about":[{"href":"https:\/\/iplantprotect.pt\/en\/wp-json\/wp\/v2\/types\/iplantprotect_member"}],"version-history":[{"count":5,"href":"https:\/\/iplantprotect.pt\/en\/wp-json\/wp\/v2\/iplantprotect_member\/16734\/revisions"}],"predecessor-version":[{"id":21819,"href":"https:\/\/iplantprotect.pt\/en\/wp-json\/wp\/v2\/iplantprotect_member\/16734\/revisions\/21819"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iplantprotect.pt\/en\/wp-json\/wp\/v2\/media\/16792"}],"wp:attachment":[{"href":"https:\/\/iplantprotect.pt\/en\/wp-json\/wp\/v2\/media?parent=16734"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}