Zobrazeno 1 - 10
of 7 619
pro vyhledávání: '"P. Menzies"'
In previous work, the IPMSRL environment (Integrated Platform Management System Reinforcement Learning environment) was developed with the aim of training defensive RL agents in a simulator representing a subset of an IPMS on a maritime vessel under
Externí odkaz:
http://arxiv.org/abs/2409.10563
This study investigates the use of a large language model system to improve efficiency and quality in emergency department (ED) discharge letter writing. Time constraints and infrastructural deficits make compliance with current discharge letter targ
Externí odkaz:
http://arxiv.org/abs/2408.09193
Autor:
Bhattacharyya, Prarthana, Mitton, Joshua, Page, Ryan, Morgan, Owen, Menzies, Ben, Homewood, Gabriel, Jacobs, Kemi, Baesso, Paolo, Trickett, David, Mair, Chris, Muhonen, Taru, Clark, Rory, Berridge, Louis, Vigars, Richard, Wallace, Iain
This paper introduces Helios, the first extremely low-power, real-time, event-based hand gesture recognition system designed for all-day on smart eyewear. As augmented reality (AR) evolves, current smart glasses like the Meta Ray-Bans prioritize visu
Externí odkaz:
http://arxiv.org/abs/2407.05206
Autor:
Menzies, Tim, Lustosa, Andre
This paper proposes a new challenge problem for software analytics. In the process we shall call "software review", a panel of SMEs (subject matter experts) review examples of software behavior to recommend how to improve that's software's operation.
Externí odkaz:
http://arxiv.org/abs/2405.12920
Autor:
James, Nick, Menzies, Max
Publikováno v:
Chaos 34, 073116 (2024)
This paper develops new mathematical techniques to identify temporal shifts among a collection of US equities partitioned into a new and more detailed set of market sectors. Although conceptually related, our three analyses reveal distinct insights a
Externí odkaz:
http://arxiv.org/abs/2403.15163
Autor:
Wilson, Alec, Menzies, Ryan, Morarji, Neela, Foster, David, Mont, Marco Casassa, Turkbeyler, Esin, Gralewski, Lisa
Publikováno v:
Proceedings of the Conference on Applied Machine Learning in Information Security 2023 (CAMLIS), Arlington VA, USA, October 19-20, 2023, CEUR-WS.org, online CEUR-WS.org/Vol-3652/paper3.pdf
This paper demonstrates the potential for autonomous cyber defence to be applied on industrial control systems and provides a baseline environment to further explore Multi-Agent Reinforcement Learning's (MARL) application to this problem domain. It i
Externí odkaz:
http://arxiv.org/abs/2401.10149
Autor:
Yedida, Rahul, Menzies, Tim
Yes. SE data can have "smoother" boundaries between classes (compared to traditional AI data sets). To be more precise, the magnitude of the second derivative of the loss function found in SE data is typically much smaller. A new hyper-parameter opti
Externí odkaz:
http://arxiv.org/abs/2401.09622
Autor:
Rahman, Md Rayhanur, Wroblewski, Brandon, Matthews, Quinn, Morgan, Brantley, Menzies, Tim, Williams, Laurie
Defending from cyberattacks requires practitioners to operate on high-level adversary behavior. Cyberthreat intelligence (CTI) reports on past cyberattack incidents describe the chain of malicious actions with respect to time. To avoid repeating cybe
Externí odkaz:
http://arxiv.org/abs/2401.01883
Autor:
Huang, Caroline D., Yuan, Wenlong, Riess, Adam G., Hack, Warren, Whitelock, Patricia A., Zakamska, Nadia L., Casertano, Stefano, Macri, Lucas M., Marengo, Massimo, Menzies, John W., Smith, Randall K.
Publikováno v:
The Astrophysical Journal, Volume 963, Issue 2, 2024, id.83, 17 pp.
The giant spiral galaxy M101 is host to the nearest recent Type Ia Supernova (SN 2011fe) and thus has been extensively monitored in the near-infrared to study the late-time lightcurve of the supernova. Leveraging this existing baseline of observation
Externí odkaz:
http://arxiv.org/abs/2312.08423
Synthetic data has been widely applied in the real world recently. One typical example is the creation of synthetic data for privacy concerned datasets. In this scenario, synthetic data substitute the real data which contains the privacy information,
Externí odkaz:
http://arxiv.org/abs/2312.05436