5 papers
Stochastic Multi-Objective Multi-Armed Bandits: Regret Definition and Algorithm
Mansoor Davoodi, Setareh Maghsudi
Multi-armed bandit (MAB) problems are widely applied to online optimization tasks that require balancing exploration and exploitation. In practical scenarios, these tasks often inv…
Stable Trajectory Clustering: An Efficient Split and Merge Algorithm
Atieh Rahmani, Mansoor Davoodi, Justin M. Calabrese
Clustering algorithms fundamentally group data points by characteristics to identify patterns. Over the past two decades, researchers have extended these methods to analyze traject…
Test Center Location Problem: A bi-objective Model and Algorithms
Mansoor Davoodia, Justin M. Calabrese
The optimal placement of healthcare facilities, including the placement of diagnostic test centers, plays a pivotal role in ensuring efficient and equitable access to healthcare se…
Optimal Workplace Occupancy Strategies during the COVID-19 Pandemic
Mansoor Davoodi, Abhishek Senapati, Adam Mertel +2
During the COVID-19 pandemic, many organizations (e.g. businesses, companies, government facilities, etc.) have attempted to reduce infection risk by employing partial home office…
Hole Detection and Healing in Hybrid Sensor Networks
Mansoor Davoodi, Esmaeil Delfaraz, Sajjad Ghobadi +1
Although monitoring and covering are fundamental goals of a wireless sensor network (WSN), the accidental death of sensors or the running out of their energy would result in holes…