A Data Augmentation Algorithm for Trajectory Data

Author:

J. Haranwala Yaksh1ORCID,Spadon Gabriel2ORCID,Renso Chiara3ORCID,Soares Amilcar4ORCID

Affiliation:

1. Memorial University of Newfoundland, St. John's, Canada

2. Dalhousie University, Halifax, Canada

3. Institute of Science and Technology A. Faedo National Research Council, Pisa, Italy

4. Linnaeus University, Växjö, Sweden

Funder

e Institute for Big Data Analytics (IBDA)

Ocean Frontier Institute (OFI) at Dalhousie University

anada First Research Excellence Fund (CFREF)

Canadian Foundation for Innova- tion MERIDIAN cyberinfrastructure

European Commission

Natural Sciences and Engineering Research Council of Canada (NSERC)

Publisher

ACM

Reference18 articles.

1. Goodfellow , I. , Pouget-Abadie , J. , Mirza , M. , Xu , B. , Warde-Farley , D. , Ozair , S. , Courville , A. , and Bengio , Y . Generative adversarial nets. Advances in neural information processing systems 27 ( 2014 ). Goodfellow, I., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., and Bengio, Y. Generative adversarial nets. Advances in neural information processing systems 27 (2014).

2. PTRAIL — A python package for parallel trajectory data preprocessing

3. A Dashboard Tool for Mobility Data Mining Preprocessing Tasks

4. Júnior , A. S. , Renso , C. , and Matwin , S . Analytic: An active learning system for trajectory classification . IEEE computer graphics and applications 37, 5 ( 2017 ), 28--39. Júnior, A. S., Renso, C., and Matwin, S. Analytic: An active learning system for trajectory classification. IEEE computer graphics and applications 37, 5 (2017), 28--39.

5. Machine Learning for the Geosciences: Challenges and Opportunities

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