Marcel Salathé

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 32

Top Topics

Wireless Sensor

Top Venues

Frontiers Artif. Intell.

WWW (Companion Volume)

Publications

Martin Müller, Marcel Salathé, Per Egil Kummervold
COVID-Twitter-BERT: A natural language processing model to analyse COVID-19 content on Twitter. Frontiers Artif. Intell. 6 (2023)
Carmela Troncoso, Dan Bogdanov, Edouard Bugnion, Sylvain Chatel, Cas Cremers, Seda F. Gürses, Jean-Pierre Hubaux, Dennis Jackson, James R. Larus, Wouter Lueks, Rui Oliveira, Mathias Payer, Bart Preneel, Apostolos Pyrgelis, Marcel Salathé, Theresa Stadler, Michael Veale
Deploying decentralized, privacy-preserving proximity tracing. Commun. ACM 65 (9) (2022)
Wouter Lueks, Seda F. Gürses, Michael Veale, Edouard Bugnion, Marcel Salathé, Kenneth G. Paterson, Carmela Troncoso
CrowdNotifier: Decentralized Privacy-Preserving Presence Tracing. Proc. Priv. Enhancing Technol. 2021 (4) (2021)
Sharada Prasanna Mohanty, Gaurav Singhal, Eric Antoine Scuccimarra, Djilani Kebaili, Harris Héritier, Victor Boulanger, Marcel Salathé
The Food Recognition Benchmark: Using DeepLearning to Recognize Food on Images. CoRR (2021)
Wouter Lueks, Justus Benzler, Dan Bogdanov, Göran Kirchner, Raquel Lucas, Rui Oliveira, Bart Preneel, Marcel Salathé, Carmela Troncoso, Viktor von Wyl
Toward a Common Performance and Effectiveness Terminology for Digital Proximity Tracing Applications. Frontiers Digit. Health 3 (2021)
Andrew Durso, Moorthy Gokula Krishnan, Sharada P. Mohanty, Isabelle Bolon, Marcel Salathé, Rafael Luis Ruiz De Castaneda
Supervised Learning Computer Vision Benchmark for Snake Species Identification From Photographs: Implications for Herpetology and Global Health. Frontiers Artif. Intell. 4 (2021)
Tina Eliassi-Rad, Nitesh V. Chawla, Vittoria Colizza, Lauren Gardner, Marcel Salathé, Samuel V. Scarpino, Joseph T. Wu
Fighting a Pandemic: Convergence of Expertise, Data Science and Policy. KDD (2020)
Justus Benzler, Dan Bogdanov, Göran Kirchner, Wouter Lueks, Raquel Lucas, Rui Oliveira, Bart Preneel, Marcel Salathé, Carmela Troncoso, Viktor von Wyl
Towards a common performance and effectiveness terminology for digital proximity tracing applications. CoRR (2020)
Martin Müller, Marcel Salathé
Addressing machine learning concept drift reveals declining vaccine sentiment during the COVID-19 pandemic. CoRR (2020)
Sharada Prasanna Mohanty, Jakub Czakon, Kamil A. Kaczmarek, Andrzej Pyskir, Piotr Tarasiewicz, Saket Kunwar, Janick Rohrbach, Dave Luo, Manjunath Prasad, Sascha Fleer, Jan Philip Göpfert, Akshat Tandon, Guillaume Mollard, Nikhil Rayaprolu, Marcel Salathé, Malte Schilling
Deep Learning for Understanding Satellite Imagery: An Experimental Survey. Frontiers Artif. Intell. 3 (2020)
Carmela Troncoso, Mathias Payer, Jean-Pierre Hubaux, Marcel Salathé, James R. Larus, Edouard Bugnion, Wouter Lueks, Theresa Stadler, Apostolos Pyrgelis, Daniele Antonioli, Ludovic Barman, Sylvain Chatel, Kenneth G. Paterson, Srdjan Capkun, David A. Basin, Jan Beutel, Dennis Jackson, Marc Roeschlin, Patrick Leu, Bart Preneel, Nigel P. Smart, Aysajan Abidin, Seda F. Gürses, Michael Veale, Cas Cremers, Michael Backes, Nils Ole Tippenhauer, Reuben Binns, Ciro Cattuto, Alain Barrat, Dario Fiore, Manuel Barbosa, Rui Oliveira, José Pereira
Decentralized Privacy-Preserving Proximity Tracing. CoRR (2020)
Francesco Durazzi, Martin Müller, Marcel Salathé, Daniel Remondini
International expert communities on Twitter become more isolated during the COVID-19 pandemic. CoRR (2020)
Kristina Gligoric, Manoel Horta Ribeiro, Martin Müller, Olesia Altunina, Maxime Peyrard, Marcel Salathé, Giovanni Colavizza, Robert West
Experts and authorities receive disproportionate attention on Twitter during the COVID-19 crisis. CoRR (2020)
Carmela Troncoso, Mathias Payer, Jean-Pierre Hubaux, Marcel Salathé, James R. Larus, Wouter Lueks, Theresa Stadler, Apostolos Pyrgelis, Daniele Antonioli, Ludovic Barman, Sylvain Chatel, Kenneth G. Paterson, Srdjan Capkun, David A. Basin, Jan Beutel, Dennis Jackson, Marc Roeschlin, Patrick Leu, Bart Preneel, Nigel P. Smart, Aysajan Abidin, Seda Gurses, Michael Veale, Cas Cremers, Michael Backes, Nils Ole Tippenhauer, Reuben Binns, Ciro Cattuto, Alain Barrat, Dario Fiore, Manuel Barbosa, Rui Oliveira, José Pereira
Decentralized Privacy-Preserving Proximity Tracing. IEEE Data Eng. Bull. 43 (2) (2020)
Martin Müller, Marcel Salathé, Per Egil Kummervold
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter. CoRR (2020)
Laura Symul, Katarzyna Wac, Paula Hillard, Marcel Salathé
Assessment of menstrual health status and evolution through mobile apps for fertility awareness. npj Digit. Medicine 2 (2019)
Lukasz Kidzinski, Carmichael F. Ong, Sharada Prasanna Mohanty, Jennifer L. Hicks, Sean F. Carroll, Bo Zhou, Hong-cheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech Jaskowski, Garrett Andersen, Odd Rune Lykkebø, Nihat Engin Toklu, Pranav Shyam, Rupesh Kumar Srivastava, Sergey Kolesnikov, Oleksii Hrinchuk, Anton Pechenko, Mattias Ljungström, Zhen Wang, Xu Hu, Zehong Hu, Minghui Qiu, Jun Huang, Aleksei Shpilman, Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Lance Rane, Aditya Bhatt, Zhengfei Wang, Penghui Qi, Zeyang Yu, Peng Peng, Quan Yuan, Wenxin Li, Yunsheng Tian, Ruihan Yang, Pingchuan Ma, Shauharda Khadka, Somdeb Majumdar, Zach Dwiel, Yinyin Liu, Evren Tumer, Jeremy D. Watson, Marcel Salathé, Sergey Levine, Scott L. Delp
Artificial Intelligence for Prosthetics - challenge solutions. CoRR (2019)
Shanka Subhra Mondal, Sharada Prasanna Mohanty, Benjamin Harlander, Mehmet Köseoglu, Lance Rane, Kirill Romanov, Wei-Kai Liu, Pranoot Hatwar, Marcel Salathé, Joe Byrum
Investment Ranking Challenge: Identifying the best performing stocks based on their semi-annual returns. CoRR (2019)
Marcel Salathé, Thomas Wiegand, Markus Wenzel
Focus Group on Artificial Intelligence for Health. CoRR (2018)
Wieland Brendel, Jonas Rauber, Alexey Kurakin, Nicolas Papernot, Behar Veliqi, Marcel Salathé, Sharada P. Mohanty, Matthias Bethge
Adversarial Vision Challenge. CoRR (2018)
Martin Müller, Marcel Salathé
Crowdbreaks: Tracking Health Trends using Public Social Media Data and Crowdsourcing. CoRR (2018)
Lukasz Kidzinski, Sharada P. Mohanty, Carmichael F. Ong, Jennifer L. Hicks, Sean F. Carroll, Sergey Levine, Marcel Salathé, Scott L. Delp
Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning. CoRR (2018)
Michaël Defferrard, Sharada P. Mohanty, Sean F. Carroll, Marcel Salathé
Learning to Recognize Musical Genre from Audio. CoRR (2018)
Michaël Defferrard, Sharada P. Mohanty, Sean F. Carroll, Marcel Salathé
Learning to Recognize Musical Genre from Audio: Challenge Overview. WWW (Companion Volume) (2018)
Lukasz Kidzinski, Sharada Prasanna Mohanty, Carmichael F. Ong, Zhewei Huang, Shuchang Zhou, Anton Pechenko, Adam Stelmaszczyk, Piotr Jarosik, Mikhail Pavlov, Sergey Kolesnikov, Sergey M. Plis, Zhibo Chen, Zhizheng Zhang, Jiale Chen, Jun Shi, Zhuobin Zheng, Chun Yuan, Zhihui Lin, Henryk Michalewski, Piotr Milos, Blazej Osinski, Andrew Melnik, Malte Schilling, Helge J. Ritter, Sean F. Carroll, Jennifer L. Hicks, Sergey Levine, Marcel Salathé, Scott L. Delp
Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments. CoRR (2018)
Zhen Wang, Chris T. Bauch, Samit Bhattacharyya, Alberto d'Onofrio, Piero Manfredi, Matjaz Perc, Nicola Perra, Marcel Salathé, Dawei Zhao
Statistical physics of vaccination. CoRR (2016)
Xiao Sun, Zongqing Lu, Xiaomei Zhang, Marcel Salathé, Guohong Cao
Infectious Disease Containment Based on a Wireless Sensor System. IEEE Access 4 (2016)
Sharada Prasanna Mohanty, David P. Hughes, Marcel Salathé
Using Deep Learning for Image-Based Plant Disease Detection. CoRR (2016)
Xiao Sun, Zongqing Lu, Xiaomei Zhang, Marcel Salathé, Guohong Cao
Targeted vaccination based on a wireless sensor system. PerCom (2015)
David P. Hughes, Marcel Salathé
An open access repository of images on plant health to enable the development of mobile disease diagnostics through machine learning and crowdsourcing. CoRR (2015)
Suppawong Tuarob, Conrad S. Tucker, Marcel Salathé, Nilam Ram
Modeling Individual-Level Infection Dynamics Using Social Network Information. CIKM (2015)
Effy Vayena, Marcel Salathé, Lawrence C. Madoff, John S. Brownstein
Ethical Challenges of Big Data in Public Health. PLoS Comput. Biol. 11 (2) (2015)
Peifeng Yin, Nilam Ram, Wang-Chien Lee, Conrad S. Tucker, Shashank Khandelwal, Marcel Salathé
Two Sides of a Coin: Separating Personal Communication and Public Dissemination Accounts in Twitter. PAKDD (1) (2014)
Todd J. Bodnar, Victoria C. Barclay, Nilam Ram, Conrad S. Tucker, Marcel Salathé
On the Ground Validation of Online Diagnosis with Twitter and Medical Records. CoRR (2014)
Cosme Adrover, Todd J. Bodnar, Marcel Salathé
Targeting HIV-related Medication Side Effects and Sentiment Using Twitter Data. CoRR (2014)
Suppawong Tuarob, Conrad S. Tucker, Marcel Salathé, Nilam Ram
An ensemble heterogeneous classification methodology for discovering health-related knowledge in social media messages. J. Biomed. Informatics 49 (2014)
Todd J. Bodnar, Victoria C. Barclay, Nilam Ram, Conrad S. Tucker, Marcel Salathé
On the ground validation of online diagnosis with Twitter and medical records. WWW (Companion Volume) (2014)
Suppawong Tuarob, Conrad S. Tucker, Marcel Salathé, Nilam Ram
Discovering health-related knowledge in social media using ensembles of heterogeneous features. CIKM (2013)
Todd J. Bodnar, Marcel Salathé
Validating models for disease detection using twitter. WWW (Companion Volume) (2013)
Todd J. Bodnar, Marcel Salathé
The Social Maintenance of Cooperation through Hypocrisy CoRR (2013)
Zhuojie Huang, Udayan Kumar, Todd J. Bodnar, Marcel Salathé
Understanding population displacements on location-based call records using road data. MobiGIS (2013)
Huadong Xia, Jiangzhuo Chen, Madhav V. Marathe, Henning S. Mortveit, Marcel Salathé
Synthesizing Social Proximity Networks by Combining Subjective Surveys with Digital Traces. CSE (2013)
Marcel Salathé, Duy Quang Vu, Shashank Khandelwal, David R. Hunter
The dynamics of health behavior sentiments on a large online social network. EPJ Data Sci. 2 (1) (2013)
Marcel Salathé, Linus Bengtsson, Todd J. Bodnar, Devon D. Brewer, John S. Brownstein, Caroline O. Buckee, Ellsworth M. Campbell, Ciro Cattuto, Shashank Khandelwal, Patricia L. Mabry, Alessandro Vespignani
Digital Epidemiology. PLoS Comput. Biol. 8 (7) (2012)
Marcel Salathé, Duy Quang Vu, Shashank Khandelwal, David R. Hunter
The Dynamics of Health Behavior Sentiments on a Large Online Social Network CoRR (2012)
Ellsworth M. Campbell, Marcel Salathé
Complex social contagion makes networks more vulnerable to disease outbreaks CoRR (2012)
Marcel Salathé, Shashank Khandelwal
Assessing Vaccination Sentiments with Online Social Media: Implications for Infectious Disease Dynamics and Control. PLoS Comput. Biol. 7 (10) (2011)
Marcel Salathé, Shashank Khandelwal
Assessing Vaccination Sentiments with Online Social Media: Implications for Infectious Disease Dynamics and Control CoRR (2011)
Marcel Salathé, James H. Jones
Dynamics and Control of Diseases in Networks with Community Structure. PLoS Comput. Biol. 6 (4) (2010)
Maria A. Kazandjieva, Jung Woo Lee, Marcel Salathé, Marcus W. Feldman, James H. Jones, Philip Alexander Levis
Experiences in measuring a human contact network for epidemiology research. HotEmNets (2010)
Almut Scherer, Marcel Salathé, Sebastian Bonhoeffer
High Epitope Expression Levels Increase Competition between T Cells. PLoS Comput. Biol. 2 (8) (2006)