Simon Ruffieux
Senior Researcher
Department of Informatics
Biography
Simon Ruffieux is Senior Researcher and Lecturer in the department of Informatics of the University of Fribourg. He is a member of the Human-IST Institute. He is currently leading the HIP Initiative (Human-IST x SwissPost Initiative), coordinating all academic projects in relation with Swiss Post. His research is focused in the area of machine learning, augmented intelligence, data science, human-computer interactions and augmented & virtual reality. He is particularly interested in leveraging recent advances in technologies to empower individuals, with a specific focus on individuals with special needs.
Research and publications
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Publications
20 publications
Etude exploratoire d'un assistant digital d'aide au montage basé sur la projection en réalité augmentée
Ruffieux, Simon and Torche, Samuel and Caon, Maurizio and Abou Khaled, Omar, New York, NY, USA: ACM (4.2022) | ConferenceClassification of drivers' workload using physiological signals in conditional automation
Frontiers in psychology (2021) | Journal articleTailoring assistive smart glasses according to pathologies of visually impaired individuals: an exploratory investigation on social needs and difficulties experienced by visually impaired individuals
Universal Access in the Information Society (2021) | Journal articlePredictive Modeling for Optimization of Field Operations in Bike-Sharing Systems
Simon Ruffieux and Elena Mugellini and Omar Abou Khaled, 2019 6th Swiss Conference on Data Science (SDS): IEEE (6.2019) | ConferenceBike Usage Forecasting for Optimal Rebalancing Operations in Bike-Sharing Systems
Ruffieux, Simon and Mugellini, Elena and Khaled, Omar Abou, 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI): (2018) | ConferenceAutomatic Embedding of Social Network Profile Links into Knowledge Graphs
Hazimeh, Hussein and Mugellini, Elena and Ruffieux, Simon and Khaled, Omar Abou and Cudré-Mauroux, Philippe, Proceedings of the Ninth International Symposium on Information and Communication Technology: (2018) | ConferenceTAKE—tactical ad-hoc network emulation
Ruffieux, Simon and Gisler, Christophe and Wagen, Jean-Frédéric and Buntschu, Francois and Bovet, Gérome, 2018 International Conference on Military Communications and Information Systems (ICMCIS): (2018) | ConferenceReal-time usage forecasting for bike-sharing systems: A study on random forest and convolutional neural network applicability
Ruffieux, Simon and Spycher, Nicolas and Mugellini, Elena and Khaled, Omar Abou, 2017 Intelligent Systems Conference (IntelliSys): IEEE (9.2017) | ConferenceiKnowU--Exploring the Potential of Multimodal AR Smart Glasses for the Decoding and Rehabilitation of Face Processing in Clinical Populations
Ruffieux, Simon and Ruffieux, Nicolas and Caldara, Roberto and Lalanne, Denis, IFIP Conference on Human-Computer Interaction: (2017) | ConferenceGesture recognition corpora and tools: A scripted ground truthing method
Computer Vision and Image Understanding (2014) | Journal article