Zobrazeno 1 - 10
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pro vyhledávání: '"Stankovic, John"'
Autor:
Weerasinghe, Keshara, Janapati, Saahith, Ge, Xueren, Kim, Sion, Iyer, Sneha, Stankovic, John A., Alemzadeh, Homa
Emergency Medical Services (EMS) responders often operate under time-sensitive conditions, facing cognitive overload and inherent risks, requiring essential skills in critical thinking and rapid decision-making. This paper presents CognitiveEMS, an e
Externí odkaz:
http://arxiv.org/abs/2403.06734
Monocular depth estimation is an important step in many downstream tasks in machine vision. We address the topic of estimating monocular depth from defocus blur which can yield more accurate results than the semantic based depth estimation methods. T
Externí odkaz:
http://arxiv.org/abs/2311.13045
Multi-label text classification (MLTC) tasks in the medical domain often face the long-tail label distribution problem. Prior works have explored hierarchical label structures to find relevant information for few-shot classes, but mostly neglected to
Externí odkaz:
http://arxiv.org/abs/2310.07059
The majority of human detection methods rely on the sensor using visible lights (e.g., RGB cameras) but such sensors are limited in scenarios with degraded vision conditions. In this paper, we present a multimodal human detection system that combines
Externí odkaz:
http://arxiv.org/abs/2307.03623
Autor:
Seegmiller, Parker, Gatto, Joseph, Basak, Madhusudan, Cook, Diane, Ghasemzadeh, Hassan, Stankovic, John, Preum, Sarah
Medications often impose temporal constraints on everyday patient activity. Violations of such medical temporal constraints (MTCs) lead to a lack of treatment adherence, in addition to poor health outcomes and increased healthcare expenses. These MTC
Externí odkaz:
http://arxiv.org/abs/2303.09366
An increasing number of monitoring systems have been developed in smart cities to ensure that the real-time operations of a city satisfy safety and performance requirements. However, many existing city requirements are written in English with missing
Externí odkaz:
http://arxiv.org/abs/2302.09665
Autor:
Seegmiller, Parker, Gatto, Joseph, Mamun, Abdullah, Ghasemzadeh, Hassan, Cook, Diane, Stankovic, John, Preum, Sarah Masud
Prescription medications often impose temporal constraints on regular health behaviors (RHBs) of patients, e.g., eating before taking medication. Violations of such medical temporal constraints (MTCs) can result in adverse effects. Detecting and pred
Externí odkaz:
http://arxiv.org/abs/2301.07051
Autor:
He, Sihong, Zhang, Zhili, Han, Shuo, Pepin, Lynn, Wang, Guang, Zhang, Desheng, Stankovic, John, Miao, Fei
Electric vehicles (EVs) are being rapidly adopted due to their economic and societal benefits. Autonomous mobility-on-demand (AMoD) systems also embrace this trend. However, the long charging time and high recharging frequency of EVs pose challenges
Externí odkaz:
http://arxiv.org/abs/2211.13797
Autor:
Gao, Ye, Jabbour, Jason, Ko, Eunjung, Wijayasingha, Lahiru Nuwan, Kim, Sooyoung, Wang, Zetao, Ma, Meiyi, Rose, Karen, Gordon, Kristina, Wang, Hongning, Stankovic, John
To demonstrate the value of machine learning based smart health technologies, researchers have to deploy their solutions into complex real-world environments with real participants. This gives rise to many, oftentimes unexpected, challenges for creat
Externí odkaz:
http://arxiv.org/abs/2211.03149
In recent years, machine learning has achieved impressive results across different application areas. However, machine learning algorithms do not necessarily perform well on a new domain with a different distribution than its training set. Domain Ada
Externí odkaz:
http://arxiv.org/abs/2211.03144