From the 1 of 1.3k papers with an AI index.
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25 papers · 1 filter
Exploring the Feasibility and Acceptability of AI-Mediated Serious Illness Conversations in the Emergency Department
Hasibur Rahman, Kenji Numata, Evelyn T Lai +4
Serious illness conversations (SICs) align care with patients' values, goals, and preferences, yet they rarely occur in emergency departments (EDs), where time constraints and emot…
A Unified Framework for Analysis of Randomized Greedy Matching Algorithms
Mahsa Derakhshan, Tao Yu
Randomized greedy algorithms form one of the simplest yet most effective approaches for computing approximate matchings in graphs. In this paper, we focus on the class of vertex-it…
Interpretable Ensemble Learning for Network Traffic Anomaly Detection: A SHAP-based Explainable AI Framework for Embedded Systems Security
Wanru Shao
Network security threats in embedded systems pose significant challenges to critical infrastructure protection. This paper presents a comprehensive framework combining ensemble lea…
CLEAR: A Knowledge-Centric Vessel Trajectory Analysis Platform
Hengyu Liu, Tianyi Li, Haoyu Wang +5
Vessel trajectory data from the Automatic Identification System (AIS) is used widely in maritime analytics. Yet, analysis is difficult for non-expert users due to the incompletenes…
2DIO: A Cache-Accurate Storage Microbenchmark
Yirong Wang, Isaac Khor, Peter Desnoyers
We introduce 2DIO, a microbenchmark creating cache-accurate, stressful I/O traces. While existing tools are limited to generating traces with well-behaved, concave hit ratio curves…
Generation of Human Comprehensible Access Control Policies from Audit Logs
Gautam Kumar, Ravi Sundaram, Shamik Sural
Over the years, access control systems have become increasingly more complex, often causing a disconnect between what is envisaged by the stakeholders in decision-making positions…