Rotation invariant GPS trajectory mining.
GeoInformatica, January, 2024
IncDTW: An R Package for Incremental Calculation of Dynamic Time Warping.
J. Stat. Softw., 2021
Ensemble-based domain adaptation for transport mode recognition with mobile sensors.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019
Into the Wild - Avoiding Pitfalls in the Evaluation of Travel Activity Classifiers.
Proceedings of the Human Activity Sensing - Corpus and Applications, 2019
Automatic Detection of Warped Patterns in Time Series: The Caterpillar Algorithm.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018
Fast Approximate Hubness Reduction for Large High-Dimensional Data.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018
Top in the Lab, Flop in the Field?: Evaluation of a Sensor-based Travel Activity Classifier with the SHL Dataset.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
Personalized and Situation-Aware Multimodal Route Recommendations: The FAVOUR Algorithm.
IEEE Trans. Intell. Transp. Syst., 2017
Semi-supervised segmentation of accelerometer time series for transport mode classification.
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017
Improving vehicle speed prediction transferability with network centrality.
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017
Estimating travel times from static map attributes.
Proceedings of the 2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2015
Learning mobility profiles: an application to a personalised weather warning system.
Proceedings of the Joint Proceedings of the Posters and Demos Track of 11th International Conference on Semantic Systems - SEMANTiCS 2015 and 1st Workshop on Data Science: Methods, Technology and Applications (DSci15) 11th International Conference on Semantic Systems, 2015