Institute of Informatics (II)
Topic: DUDE Lab
Publications for topic "DUDE Lab"
2021
| , and , Improved and Generalized Vine Line Detection on Aerial Images Using Asymmetrical Neural Networks and ML Subclassifiers, ESANN, Bruges, Belgium (Online), i6doc.com publ., 2021 |
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| , and , 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
| , and , 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
| and , 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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| , , , and , Rice grain recognition for quality analysis using KNIME, 2019 |
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2018
| , and , 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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| and , 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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| , , , and , 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
| , , , and , A Sensor Networking Architecture for ENTROPY - Energy-Aware Information and Communication Technologies Infrastructure Enabling Smart Building Solutions (2017), in: ICWMC 2017 : The Thirteenth International Conference on Wireless and Mobile Communications(104-106) |
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| , , , , and , Glaucoma Prognostication Platform, Applied Machine Learning Days 2017, EPFL, Lausanne, Switzerland, 2017 |
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| , and , Improving the tourism marketing strategies by predicting the behavior of travelers using social media networks, ZHAW, Winterthur, Switzerland, 2017 |
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2016
| , , , , and , Economic interest of heating and hot water prediction system for residential district (2016), in: IEEE AINA |
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| , , and , Heating and hot water industrial prediction system for residential district (2016), in: IEEE AINA |
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| , , , , , , and , I-BAT: A Data-Intensive Solution Based on the Internet of Things to Predict Energy Behaviors in Microgrids (2016), in: International Journal of Data Warehousing and Mining (IJDWM), 12:2(39--61) |
| , , and , Intérêt de la simulation paysagère en modélisation géoprospective, SAGEO 2016, 2016 |
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| , , , and , 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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| , , , , , and , 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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| , and , SOFT FALL DETECTION USING MACHINE LEARNING in WEARABLE DEVICES, in: AINA, IEEE, Crans Montana, Switzerland, 2016 |
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2015
| , , , , and , 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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| , , and , 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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| , , , , , and , Big data: the key to energy efficiency in smart buildings (2015), in: Soft computing manuscrit |
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| , , , and , Exploiting IoT-based Sensed Data in Smart Buildings to Model its Energy Consumption, 2015 |
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| , , , , and , 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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| , , , , , , , and , OUTIL DE PREDICTION SOLAIRE BASE SUR UN CALCUL D’ERREUR METEOROLOGIQUE, 2015 |
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| , , and , Prévision des prix spot de l’électricité sur le marché allemand (2015), in: Bulletin electrosuisse/VSE/AES(27) |
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| , , , , , and , 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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| , , , , and , Solar production prediction based on non linear meteo source adaptation (2015), in: IEE(5) |
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2014
| , and , 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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| , and , 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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| , , , , , and , I-BAT : A Data-intensive Solution based on the Internet of Things to Predict Energy Behaviours in Microgrids (2014), in: International Journal of Data Warehousing and Mining (IJDWM) |
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| , , , and , 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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| , , , , , and , 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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| , , , and , Towards Glaucoma Detection Using Intraocular Pressure Monitoring, in: SocPaR 2014, Tunis, Tunisia, 2014 |
| , , , , and , Verification method for home electrical signal disaggregation (2014), in: ESIOT (Extending Seamlessly to the Internet of Things) |
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2013
| , and , 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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| , , , , , , , and , L’Internet des objets au service de la gestion énergétique des bâtiments, Bulletin 10s / 2013 ITG-Sonderausgabe / Numéro spécial ITG, 2013 |
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2012
| and , 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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| and , Microgrid : un réseau électrique à taille humaine !, 2012 |
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