no code implementations • 10 Jul 2022 • Udayan Mandal, Amelia Regan, Julian Yarkony
Ng-routes are routes which are permitted to have non-localized cycles in space; this means that at least one intermediate customer (called a breaker) in the cycle must consider the starting customer in the cycle to be spatially far away.
no code implementations • 3 Jul 2021 • Reza Asadi, Amelia Regan
The results show that the proposed Spatial-DEC can find more desired spatio-temporal clusters.
no code implementations • 16 Mar 2021 • Naveed Haghani, Jiaoyang Li, Sven Koenig, Gautam Kunapuli, Claudio Contardo, Amelia Regan, Julian Yarkony
We formulate the problem as a weighted set packing problem where the elements in consideration are items on the warehouse floor that can be picked up and delivered within specified time windows.
no code implementations • 29 Apr 2019 • Reza Asadi, Amelia Regan
When sensors collect spatio-temporal data in a large geographical area, the existence of missing data cannot be escaped.
no code implementations • 2 Feb 2019 • Reza Asadi, Amelia Regan
In neural network architecture, each kernel of a multi-kernel convolution layer is applied to a cluster of time series to extract short-term features in neighboring areas.
no code implementations • 17 Oct 2013 • Tianbing Xu, Jianfeng Gao, Lin Xiao, Amelia Regan
We propose a voted dual averaging method for online classification problems with explicit regularization.
no code implementations • 17 Oct 2013 • Tianbing Xu, Yaming Yu, John Turner, Amelia Regan
For the context bandit problems, Thompson Sampling is adopted based on the underlying posterior distributions of the parameters.