output
20182023
most citedBayesian Temporal Factorization for Multidimensional Time Series Prediction

268 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2020Show all

5 papers · 1 filter

cs.GT2020★ 22 cited

Computing Nash equilibria for integer programming games

Margarida Carvalho, Andrea Lodi, João Pedro Pedroso

The recently defined class of integer programming games (IPG) models situations where multiple self-interested decision makers interact, with their strategy sets represented by a f…

cs.NE2020★ 22 cited

Hybrid Genetic Search for the CVRP: Open-Source Implementation and SWAP* Neighborhood

Thibaut Vidal

The vehicle routing problem is one of the most studied combinatorial optimization topics, due to its practical importance and methodological interest. Yet, despite extensive method…

stat.AP2020★ 54 cited

Incorporating travel behavior regularity into passenger flow forecasting

Zhanhong Cheng, Martin Trepanier, Lijun Sun

Accurate forecasting of passenger flow (i.e., ridership) is critical to the operation of urban metro systems. Previous studies mainly model passenger flow as time series by aggrega…

eess.SP2020★ 1 cited

Segmentation and Optimal Region Selection of Physiological Signals using Deep Neural Networks and Combinatorial Optimization

Jorge Oliveira, Margarida Carvalho, Diogo Marcelo Nogueira +1

Physiological signals, such as the electrocardiogram and the phonocardiogram are very often corrupted by noisy sources. Usually, artificial intelligent algorithms analyze the signa…

cs.LG2020★ 3 cited

Identifying Critical Neurons in ANN Architectures using Mixed Integer Programming

Mostafa ElAraby, Guy Wolf, Margarida Carvalho

We introduce a mixed integer program (MIP) for assigning importance scores to each neuron in deep neural network architectures which is guided by the impact of their simultaneous p…