Dominique Genoud
First name(s): Dominique
Last name(s): Genoud

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Publications of Dominique Genoud
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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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Mariam Barque, Simon Martin, Jérémie Etienne Norbert Vianin, Dominique Genoud and David Wannier, Improving wind power prediction with retraining machine learning algorithms, 2018 International Workshop on Big Data and Information Security (IWBIS), Jakarta, Indonesia, Indonesia, pages 43-48, IEEE, 2018
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2017
Agianniotis Aristotelis, Dawit Alemu, Dominique Genoud, Christophe Gisler, Jean Hennebert and Thierry Varidel, Glaucoma Prognostication Platform, Applied Machine Learning Days 2017, EPFL, Lausanne, Switzerland, 2017
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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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Antonio J Jara, Yunchuan Sun, Houbing Song, Rongfang Bie, Dominique Genoud and Yann Bocchi, Internet of Things for Cultural Heritage of Smart Cities and Smart Regions, in: 29th {IEEE} International Conference on Advanced Information Networking and Applications Workshops, {AINA} 2015 Workshops, Gwangju, South Korea, March 24-27, 2015, pages 668--675, 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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2014
Antonio J Jara, Dominique Genoud and Yann Bocchi, Big Data for Cyber Physical Systems: An Analysis of Challenges, Solutions and Opportunities, in: Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, {IMIS} 2014, Birmingham, United Kingdom, 2-4 July, 2014, pages 376--380, 2014
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Antonio J Jara, Yann Bocchi and Dominique Genoud, Big Data for Smart Cities with KNIME A Real Experience in the SmartSantander Testbed (2014), in: Software: Practice and Experience
  • []: Impact Factor JCR 2013: 1.148

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Antonio J Jara, Dominique Genoud and Yann Bocchi, Big Data in Smart Cities: From Poisson to Human Dynamics, in: 28th International Conference on Advanced Information Networking and Applications Workshops, {AINA} 2014 Workshops, Victoria, BC, Canada, May 13-16, 2014, pages 785--790, 2014
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Luc Dufour, Dominique Genoud, Gianluca Rizzo, Bruno Ladevie and Jean-Jacques Bezian, Identification method for home electrical signal disaggregation, SET 2014, 25-28.08.2014, Geneva, Switzerland, The 13th International Conference on Sustainable Energy Technologies, 2014
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Antonio J Jara, Yann Bocchi and Dominique Genoud, Social Internet of Things: The Potential of the Internet of Things for Defining Human Behaviours, in: 2014 International Conference on Intelligent Networking and Collaborative Systems, Salerno, Italy, September 10-12, 2014, pages 581--585, 2014
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Luc Dufour, Dominique Genoud, Gianluca Rizzo, Antonio J Jara, Pierre Roduit, Jean-Jacques Bezian and Bruno Ladevie, Test Set Validation for Home Electrical Signal Disaggregation, in: Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, {IMIS} 2014, Birmingham, United Kingdom, 2-4 July, 2014, pages 415--420, 2014
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2013
Antonio J Jara, Yann Bocchi and Dominique Genoud, Determining Human Dynamics through the Internet of Things, in: Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2013 IEEE/WIC/ACM International Joint Conferences on, IEEE, USA, pages 109 - 113, IEEE, 2013
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2012
René Schumann and Dominique Genoud, Demand forecasting and smart devices as building blocks of smart micro grids, in: Proceedings of the Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2012), pages 689 -694, IEEE CPS, 2012
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| 1-50 | 51-56 |