Lívia Almada Cruz

Trajectory Prediction from External Sensor Data using Recurrent Neural Networks

Karine Zeitouni, José A. F. de Macêdo, Lívia Almada Cruz, 2018, BDCSIntell.

A Gravity Model for Speed Estimation over Road Network

José Antônio Fernandes de Macêdo, Roberto Trasarti, Camila Ferreira, 2013, 2013 IEEE 14th International Conference on Mobile Data Management.

Trajectory Prediction from a Mass of Sparse and Missing External Sensor Data

Karine Zeitouni, José Antônio Fernandes de Macêdo, Lívia Almada Cruz, 2019, 2019 20th IEEE International Conference on Mobile Data Management (MDM).

A Distributed Framework for Large-Scale Time-Dependent Graph Analysis

Sabeur Aridhi, Engelbert Mephu Nguifo, Regis Pires Magalhães, 2017, TD-LSG@PKDD/ECML.

Finding the Nearest Service Provider on Time-Dependent Road Networks

Regis Pires Magalhães, Francesco Lettich, José Antônio Fernandes de Macêdo, 2017, TD-LSG@PKDD/ECML.

TrajSense: Trajectory Prediction from Sparse and Missing External Sensor Data

Karine Zeitouni, José Antônio Fernandes de Macêdo, Igo Ramalho Brilhante, 2019, 2019 20th IEEE International Conference on Mobile Data Management (MDM).

Estimating Time-Dependent speed functions using a Gravity Model over Road Network

José Antônio Fernandes de Macêdo, Roberto Trasarti, Camila Ferreira, 2013, Sistemi Evoluti per Basi di Dati.

Aggregate k-nearest neighbors queries in time-dependent road networks

José Antônio Fernandes de Macêdo, Mario A. Nascimento, Lívia Almada Cruz, 2012, J. Inf. Data Manag..

Location prediction: a deep spatiotemporal learning from external sensors data

Lívia Almada Cruz, Ticiana Linhares Coelho da Silva, Karine Zeitouni, 2020, Distributed and Parallel Databases.

Predicting the Next Location for Trajectories From Stolen Vehicles

Regis Pires Magalhães, José Antônio Fernandes de Macêdo, Vinicius Monteiro de Lira, 2021, 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI).

A Natural Language Understanding Model COVID-19 based for chatbots

Regis Pires Magalhães, Ticiana L. Coelho da Silva, Lívia Almada Cruz, 2021, 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE).