Search Results for author: Mohammad Etemad

Found 5 papers, 3 papers with code

Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification

no code implementations25 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.

Classification

Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments

1 code implementation23 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.

Decision Making Q-Learning +2

On feature selection and evaluation of transportation mode prediction strategies

1 code implementation9 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.

Decision Making feature selection +3

Transportation Modes Classification Using Feature Engineering

no code implementations28 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.

Classification Feature Engineering +5

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