no code implementations • 25 Apr 2022 • Dogan Altan, Mohammad Etemad, Dusica Marijan, Tetyana Kholodna
Vessel navigation is influenced by various factors, such as dynamic environmental factors that change over time or static features such as vessel type or depth of the ocean.
1 code implementation • 23 Mar 2020 • Mohammad Etemad, Nader Zare, Mahtab Sarvmaili, Amilcar Soares, Bruno Brandoli Machado, Stan Matwin
Experimental results show that the proposed method enhanced the performance of VVN by 55. 31 on average for long-distance missions.
1 code implementation • 23 Mar 2020 • Mohammad Etemad, Zahra Etemad, Amilcar Soares, Vania Bogorny, Stan Matwin, Luis Torgo
One of the most critical steps for trajectory data mining is segmentation.
1 code implementation • 9 Aug 2018 • Mohammad Etemad, Amilcar Soares Junior, Stan Matwin
Since the number of features that may be used to predict a user transportation mode can be substantial, finding a subset of features that maximizes a performance measure is worth investigating.
no code implementations • 28 Jul 2018 • Mohammad Etemad
Transportation modes prediction as one of the tasks in human mobility and vehicle mobility applications plays an important role in resource allocation, traffic management systems, tourism planning and accident detection.