Výsledky vyhledávání - "Deepudev Sahadevan"

Akademický článek

Optimising Airport Ground Resource Allocation for Multiple Aircraft Using Machine Learning-Based Arrival Time Prediction

Autor: Deepudev Sahadevan, Hannah Al Ali, Dorian Notman, Zindoga Mukandavire

Publikováno v: Aerospace, Vol 10, Iss 6, p 509 (2023)

Managing aircraft turnaround is a complex process due to various factors, including passenger handling. Airport ground handling, resource planning, optimal manpower, and equipment utilisation are some cost-cutting strategies, particularly for airline

Externí odkaz: https://doaj.org/article/0b90cb0f95c64a09ac88b127c3e2c9b9

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Ground-based 4d trajectory prediction using bi-directional LSTM networks

Autor: Deepudev Sahadevan, Harikrishnan P M, Palanisamy Ponnusamy, Varun P Gopi, Manjunath K Nelli

Publikováno v: Applied Intelligence. 52:16417-16434

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::21bb4efb2fa84ead566742a6307f9af0
https://doi.org/10.1007/s10489-022-03309-6

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Enhancing Trajectory-Based Operations for UAVs through Hexagonal Grid Indexing: A Step towards 4D Integration of UTM and ATM

Autor: DEEPUDEV SAHADEVAN NEELAKANDAN, Hannah Al Ali

Publikováno v: International Journal of Aviation, Aeronautics, and Aerospace. 10

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ea17d2986dc05135424b4a0ca4688d5e
https://doi.org/10.58940/2374-6793.1815

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Akademický článek

Enhancing Trajectory-Based Operations for UAVs through Hexagonal Grid Indexing: A Step towards 4D Integration of UTM and ATM.

Autor: NEELAKANDAN, DEEPUDEV SAHADEVAN, Al Ali, Hannah

Publikováno v: International Journal of Aviation, Aeronautics & Aerospace; 2023, Vol. 10 Issue 2, p1-21, 22p

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Predictability improvement of Scheduled Flights Departure Time Variation using Supervised Machine Learning

Autor: Deepudev Sahadevan, Manjunath K. Nelli, Palanisamy Ponnusamy, Varun Gopi

Publikováno v: International Journal of Aviation, Aeronautics, and Aerospace.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d6c4a023c96b61823d769d4140c8194f
https://doi.org/10.15394/ijaaa.2021.1586

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A machine learning-based approach to predict random variation in the landing time of scheduled flights

Autor: Varun P. Gopi, Adithya K. Krishna, Shivkumar Guruswami, Deepudev Sahadevan, Ponnusamy Palanisamy

Publikováno v: International Journal of Sustainable Aviation. 7:293

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::31129602c08739a7e99bed06e92cbfca
https://doi.org/10.1504/ijsa.2021.119689

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Akademický článek

Optimising Airport Ground Resource Allocation for Multiple Aircraft Using Machine Learning-Based Arrival Time Prediction.

Autor: Sahadevan, Deepudev, Al Ali, Hannah, Notman, Dorian, Mukandavire, Zindoga

Publikováno v: Aerospace (MDPI Publishing); Jun2023, Vol. 10 Issue 6, p509, 23p

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Akademický článek

Ground-based 4d trajectory prediction using bi-directional LSTM networks.

Autor: Sahadevan, Deepudev, M, Harikrishnan P, Ponnusamy, Palanisamy, Gopi, Varun P, Nelli, Manjunath K

Publikováno v: Applied Intelligence; Nov2022, Vol. 52 Issue 14, p16417-16434, 18p

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Elektronická kniha

Information System Design: AI and ML Applications : Proceedings of Eighth International Conference on Information System Design and Intelligent Applications (ISDIA 2024), Volume 4

Autor: Vikrant Bhateja, Jinshan Tang, Zdzislaw Polkowski, Milan Simic, V. V. S. S. S. Chakravarthy

This book presents a collection of high-quality, peer-reviewed research papers from the 8th International Conference on Information System Design and Intelligent Applications (ISDIA 2024), held in Dubai, UAE, from 3 - 4 January 2024. It covers a wide

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