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Jerome Treboux
First name(s): Jerome
Last name(s): Treboux

Publications of Jerome Treboux
2023
2022
Jerome Treboux, Aurore Pittet and Dominique Genoud, An Evaluation of the Generalization Capabilities of Machine Learning Models for Vine Line Detection, 2022 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), Gold Coast, Australia, pages 1-6, IEEE, 2022
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2021
Jerome Treboux, Rolf Ingold and Dominique Genoud, Improved Line Detection in Images using Neural Networks and DTE Subclassifiers, in: 2021 9th European Workshop on Visual Information Processing (EUVIP), IEEE, Paris, France, pages 1-6, IEEE, 2021
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2020
Jerome Treboux, Rolf Ingold and Dominique Genoud, Towards Retraining of Machine Learning Algorithms: An Efficiency Analysis Applied to Smart Agriculture, in: 2020 Global Internet of Things Summit (GIoTS), Dublin, Ireland, pages 1-6, IEEE, 2020
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2019
Jerome Treboux and Dominique Genoud, High Precision Agriculture: An Application Of Improved Machine-Learning Algorithms, Bern, Switzerland, pages 103-108, IEEE 2019 6th Swiss Conference on Data Science (SDS), 2019
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2018
Jerome Treboux, Dominique Genoud and Rolf Ingold, Decision Tree Ensemble vs. N.N. Deep Learning: Efficiency Comparison for a Small Image Dataset, Jakarta, Indonesia, Inproceedings of the 2018 International Workshop on Big Data and Information Security, 2018
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Jerome Treboux and Dominique Genoud, Improved Machine Learning Methodology for High Precision Agriculture, Bilbao, Spain, Inproceedings of the 2018 Global Internet of Things Summit (GIoTS), 2018
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2017
2016
Jerome Treboux, Fabian Cretton, Florian Evéquoz, Anne Le Calvé and Dominique Genoud, Mining and Visualizing Social Data to Inform Marketing Decisions, in: Proceedings of the 2016 IEEE 30th International Conference on Advanced Information Networking and Applications, IEEE, Crans-Montana, Switzerland, pages 66-73, 2016
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Jerome Treboux, Fabian Cretton, Dominique Genoud, Anne Le Calvé, Florian Evéquoz, Antonio J Jara and Blaise Larpin, SoDA - Social Media Data Analysis - Poster, in: SwissText 2016, 1st Swiss Text Analystics Conference, Winterthur, Switzerland, June 8th, 2016, ZHAW, Winterthur, Switzerland, 2016
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2015
Luc Dufour, Dominique Genoud, Antonio J Jara, Jerome Treboux, Bruno Ladevie and Jean-Jacques Bezian, A non-intrusive model to predict the exible energy in a residential building, in: 2015 {IEEE} Wireless Communications and Networking Conference Workshops, {WCNC} Workshops 2015, New Orleans, LA, USA, March 9-12, 2015, pages 69--74, 2015
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Jerome Treboux, Antonio J Jara, Luc Dufour and Dominique Genoud, A predictive data-driven model for traffic-jams forecasting in smart santader city-scale testbed, in: 2015 {IEEE} Wireless Communications and Networking Conference Workshops, {WCNC} Workshops 2015, New Orleans, LA, USA, March 9-12, 2015, pages 64--68, 2015
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Jerome Treboux, Fabian Cretton, Dominique Genoud, Anne Le Calvé, Florian Evéquoz, Antonio J Jara and Blaise Larpin, Social Media Data analysis and Semantics for Tourism Understanding - Poster, in: {ASE@360}The Eighth ASE International Conference on Social Computing, Stanford, CA, USA, August 18-20, 2015, 2015
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