no code implementations • 2 Jul 2020 • Farshid Varno, Lucas May Petry, Lisa Di Jorio, Stan Matwin
We empirically show that compared to prevailing fine-tuning practices, FAST learns the target task faster and forgets the source task slower.
no code implementations • 13 Jun 2020 • Fateha Khanam Bappee, Lucas May Petry, Amilcar Soares, Stan Matwin
Finding the factors contributing to criminal activities and their consequences is essential to improve quantitative crime research.
no code implementations • 7 Apr 2020 • Lucas May Petry, Amilcar Soares, Vania Bogorny, Bruno Brandoli, Stan Matwin
The global expansion of maritime activities and the development of the Automatic Identification System (AIS) have driven the advances in maritime monitoring systems in the last decade.
no code implementations • 14 Aug 2019 • Lucas May Petry, Amilcar Soares, Vania Bogorny, Stan Matwin
The worldwide growth of maritime traffic and the development of the Automatic Identification System (AIS) has led to advances in monitoring systems for preventing vessel accidents and detecting illegal activities.
no code implementations • 18 Mar 2019 • Carlos Andres Ferrero, Lucas May Petry, Luis Otavio Alvares, Willian Zalewski, Vania Bogorny
In this paper we propose a new parameter-free method for trajectory classification which finds the best trajectory partition and dimension combination for robust trajectory classification.