Zobrazeno 1 - 10
of 74
pro vyhledávání: '"Marla, Lavanya"'
Oxygen is an essential life-saving medicine used in several indications at all levels of healthcare. During the COVID-19 pandemic, the demand for liquid medical oxygen (LMO) has increased significantly due to the occurrence of lung infections in many
Externí odkaz:
http://arxiv.org/abs/2212.05557
Motivated by the experiences of a healthcare service provider during the Covid-19 pandemic, we aim to study the decisions of a provider that operates both an Emergency Department (ED) and a medical Clinic. Patients contact the provider through a phon
Externí odkaz:
http://arxiv.org/abs/2207.05016
Traditional AI approaches in customized (personalized) contextual pricing applications assume that the data distribution at the time of online pricing is similar to that observed during training. However, this assumption may be violated in practice b
Externí odkaz:
http://arxiv.org/abs/2111.14938
Electrification can help to reduce the carbon footprint of aviation. The transition away from jet fuel-powered conventional airplane towards battery-powered electrified aircraft will impose extra charging requirements on airports. In this paper, we f
Externí odkaz:
http://arxiv.org/abs/2108.08963
Network flow is a powerful mathematical framework to systematically explore the relationship between structure and function in biological, social, and technological networks. We introduce a new pipelining model of flow through networks where commodit
Externí odkaz:
http://arxiv.org/abs/1911.00344
The importance of domain knowledge in enhancing model performance and making reliable predictions in the real-world is critical. This has led to an increased focus on specific model properties for interpretability. We focus on incorporating monotonic
Externí odkaz:
http://arxiv.org/abs/1909.10662
Multiple machine learning and prediction models are often used for the same prediction or recommendation task. In our recent work, where we develop and deploy airline ancillary pricing models in an online setting, we found that among multiple pricing
Externí odkaz:
http://arxiv.org/abs/1905.08874
Ancillaries have become a major source of revenue and profitability in the travel industry. Yet, conventional pricing strategies are based on business rules that are poorly optimized and do not respond to changing market conditions. This paper descri
Externí odkaz:
http://arxiv.org/abs/1902.02236
Publikováno v:
In Computers & Industrial Engineering September 2022 171
Publikováno v:
In Transportation Research Part C April 2022 137