{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T09:05:59Z","timestamp":1771923959806,"version":"3.50.1"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T00:00:00Z","timestamp":1764028800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T00:00:00Z","timestamp":1764028800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,11,25]]},"DOI":"10.1109\/snams67467.2025.11390893","type":"proceedings-article","created":{"date-parts":[[2026,2,23]],"date-time":"2026-02-23T20:45:45Z","timestamp":1771879545000},"page":"324-330","source":"Crossref","is-referenced-by-count":0,"title":["Advanced Hydroponic Crop Management: A Smart IoT Architecture Leveraging Hybrid and Transformer-Based Deep Learning Models"],"prefix":"10.1109","author":[{"given":"Tushar","family":"Kumar","sequence":"first","affiliation":[{"name":"Amity University,Computer Science and engineering,Noida,India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alavikunhu","family":"Panthakkan","sequence":"additional","affiliation":[{"name":"University of Dubai,College of Engineering and IT,Dubai,U.A.E"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Neha","family":"Tyagi","sequence":"additional","affiliation":[{"name":"Amity University,Computer Science and engineering,Noida,India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Monali","family":"Gulhane","sequence":"additional","affiliation":[{"name":"Symbiosis Institute of Technology Symbiosis International,Maharashtra,India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Balamurugan","family":"Balusamy","sequence":"additional","affiliation":[{"name":"Shiv Nadar University Delhi National Capital Region,Delhi,India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hussain Al","family":"Ahmad","sequence":"additional","affiliation":[{"name":"University of Dubai,College of Engineering and IT,Dubai,U.A.E"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3482005"},{"issue":"X","key":"ref2","first-page":"XX","article-title":"Machine learning-powered platform for agricultural decision-making: Enhancing efficiency in Pakistan\u2019s farming industry","volume":"X","author":"Rafiq","year":"2023","journal-title":"Journal of Agricultural Informatics"},{"key":"ref3","article-title":"A Comparative Study on Hydroponic and Aquaponic Farming Techniques for Sustainable Agriculture","author":"Ezzahoui"},{"key":"ref4","article-title":"Edge AI and IoT-based Wildlife Intrusion Detection for Agricultural Protection","author":"Reddy","journal-title":"IEEE Transactions on Smart Agriculture"},{"key":"ref5","article-title":"Enhanced Black Widow Optimization with Hybrid Deep Learning Enabled Intrusion Detection for IoT-Based Smart Farming","author":"Aburasain","journal-title":"IEEE Internet of Things Journal"},{"key":"ref6","article-title":"A CloudEdge Hybrid Deep Learning Framework for Optimizing IoT Resource Allocation","author":"Lilhore","journal-title":"Springer IoT Systems"},{"key":"ref7","article-title":"IoT and Machine Learning-Based Crop Management System","author":"Kakulapati","journal-title":"Journal of Agricultural Engineering"},{"key":"ref8","article-title":"AIoT-Powered Hydroponic System for Smart Farming","author":"Rahman","journal-title":"Elsevier Smart Agriculture"},{"key":"ref9","article-title":"GA-HDLAD: Genetic Algorithm with Hybrid Deep Learning-Based Anomaly Detection for IoT Security","author":"Mutambik","journal-title":"IEEE Transactions on Cybersecurity"},{"key":"ref10","article-title":"IoT Data and Machine Learning for Precision Agriculture","author":"Bouni","journal-title":"Agricultural Informatics Journal"},{"key":"ref11","article-title":"Automated IoTBased Monitoring System for Hydroponic Farming","volume-title":"IEEE Access","author":"Suheri"},{"key":"ref12","article-title":"Cloud-Based Smart Agriculture System for Crop Yield Prediction Using Hybrid Deep Learning","author":"Sharma","journal-title":"Springer Smart Agriculture Journal"},{"key":"ref13","article-title":"The Role of Crop Substrates in Sustainable Hydroponic Farming","author":"Mihrete","journal-title":"Journal of Sustainable Agriculture"},{"key":"ref14","article-title":"IoT-Based Water Quality Monitoring in Hydroponic Farming","author":"Harkare","journal-title":"Elsevier Agricultural Technology Journal"},{"key":"ref15","article-title":"Hybrid Deep Learning Model for Crop Yield Prediction Using IoT Data","volume-title":"IEEE Internet of Things Journal","author":"Haval"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.5194\/isprs-archives-XLVIII-G-2025-739-2025"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.5194\/isprs-archives-XLVIII-G-2025-163-2025"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1117\/12.2325732"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1117\/12.2600168"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/icspis57063.2022.10002541"}],"event":{"name":"2025 12th International Conference on Social Networks Analysis, Management and Security (SNAMS)","location":"Vienna, Austria","start":{"date-parts":[[2025,11,25]]},"end":{"date-parts":[[2025,11,28]]}},"container-title":["2025 12th International Conference on Social Networks Analysis, Management and Security (SNAMS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11390733\/11390881\/11390893.pdf?arnumber=11390893","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T08:08:26Z","timestamp":1771920506000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11390893\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,25]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/snams67467.2025.11390893","relation":{},"subject":[],"published":{"date-parts":[[2025,11,25]]}}}