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Gottfrois, Philippe Léon-Marius; Gröger, Fabian; Andriambololoniaina, Herizo; Amruthalingam, Ludovic; Rakotoarisaona, Mendrika; Gonzales-Jimenez, Alvaro; Lionetti, Simone; Ng, Wingston; Hsu, Christophe; Kessy, Agnes; Pouly, Marc; Mavura, Daudi; Faith, Dingase; Traoré, Ibrahima; Rapelanoro, Rabenja & Navarini, Alexander (2024). PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa. Proceedings of the 27th International Conference on Medical Image Computing and Computer Assisted Intervention,
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Gonzales-Jimenez, Alvaro; Lionetti, Simone; Bazazian, Dena; Gottfrois, Philippe Léon-Marius; Gröger, Fabian; Navarini, Alexander & Pouly, Marc (2024). Hyperbolic Metric Learning for Visual Outlier Detection. Proceedings of Beyond Euclidean Workshop: Hyperbolic and Hyperspherical Learning for Computer Vision, ECCV’24: European Conference on Computer Vision 2024,
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Gröger, Fabian; Lionetti, Simone; Gottfrois, Philippe Léon-Marius; Gonzales-Jimenez, Alvaro; Amruthalingam, Ludovic; Groh, Matthew; Navarini, Alexander & Pouly, Marc (2024). Intrinsic Self-Supervision for Data Quality Audits. NeurIPS’24: Proceedings of the 38th Annual Conference on Neural Information Processing Systems,
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Amruthalingam, Ludovic; Mang, Nora; Gottfrois, Philippe Léon-Marius; Gonzalez-Jimenez, Alvaro; Maul, Julia-Tatjana; Kunz, Michael; Pouly, Marc & Navarini, Alexander (2023). Objective Hand Eczema Severity Assessment with Automated Lesion Anatomical Stratification. Experimental Dermatology, 2023, 1. doi: 10.1111/exd.14744
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Bravin, Marc; Clegg, Melanie; Hofstetter, Reto; Pouly, Marc & Berger, Jonah (2023). Trend Following: How Content Prototypicality Drives Liking on TikTok. Proceedings of the European Marketing Academy Conference (EMAC), 1.
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Gonzales-Jimenez, Alvaro; Lionetti, Simone; Pouly, Marc & Navarini, Alexander (2023). SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology. Proceedings of CVPR 2023 Workshop on Visual Anomaly and Novelty Detection, 1.
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Emmenegger, Solange; Egli, Matthias & Pouly, Marc (2023). Mastering Fencing Techniques with Machine Learning: A Video-Based Classification and Correction System. Proceedings of the 10th Swiss Data Science Conference, 1.
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Gonzalez-Jimenez, Alvaro; Lionetti, Simone; Gottfrois, Philippe Léon-Marius; Gröger, Fabian; Pouly, Marc & Navarini, Alexander (2023). Robust T-Loss for Medical Image Segmentation. MICCAI'23: Proceedings of the 26thInternational Conference on Medical Image Computing and Computer Assisted Intervention,
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Gröger, Fabian; Lionetti, Simone; Gottfrois, Philippe Léon-Marius; Gonzales-Jimenez, Alvaro; Groh, Matthew; Daneshjou, Roxana; Consortium, Labelling; Navarini, Alexander & Pouly, Marc (2023). Towards Reliable Dermatology Evaluation Benchmarks. Proceedings of the Machine Learning for Health conference, 2023,
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vor der Brück, Tim & Pouly, Marc (2023). Estimating Text Similarity based on Semantic Concept Embeddings. IARIA'23: Proceedings of the Annual Congress on Frontiers in Science, Technology, Services, and Applications,
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Berger, Jonah; Clegg, Melanie; Hofstetter, Reto & Pouly, Marc (2023). Trend Following: How Content Prototypicality Drives Liking on TikTok. Proceedings of the European Marketing Conference,
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Bravin, Marc; Clegg, Melanie; Hofstetter, Reto; Pouly, Marc & Berger, Jonah (2022). Does it help to be creative on Social Media? A Machine Learning Approach to examine Originality of user-generated Content from TikTok. AMA Winter Academic Conference, 33, 96-99.
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Gröger, Fabian; Pouly, Marc; Tinner, Flavia & Brandes, Leif (2022). Assessing Guest Nationality Composition from Hotel Reviews. Proceedings of the 9th Swiss Data Science Conference, 1.
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Gröger, Fabian; Gottfrois, Philippe Léon-Marius; Amruthalingam, Ludovic; Gonzalez-Jimenez, Alvaro; Lionetti, Simone; Navarini, Alexander & Pouly, Marc (2022). Towards Reducing The Need For Annotations In Digital Dermatology With Self-supervised Learning. ECAI’22: European Conference on Artificial Intelligence, Proceedings of Workshop 31: Scarce Data in Artificial Intelligence for Healthcare, 11-16. doi: 10.5220/0000164800003523
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Gonzalez-Jimenez, Alvaro; Lionetti, Simone; Amruthalingam, Ludovic; Gottfrois, Philippe Léon-Marius; Pouly, Marc & Navarini, Alexander (2022). SANO: Score-based Anomaly Localization for Dermatology. ECAI’22: European Conference on Artificial Intelligence, Proceedings of Workshop 31: Scarce Data in Artificial Intelligence for Healthcare, 53-58. doi: 10.5220/0000164800003523
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Bravin, Marc; Clegg, Melanie; Hofstetter, Reto; Pouly, Marc & Berger, Jonah (2022). Does It Help to Be Creative on Social Media? A Machine Learning Approach to Examine Originality of Video Content from TikTok. Proceedings of the European Marketing Academy Conference (EMAC), 1.
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Amruthalingam, Ludovic; Gökduman, Bulus; Gonzalez-Jimenez, Alvaro; Gottfrois, Philippe Léon-Marius; Koller, Thomas; Kunz, Michael; Navarini, Alexander & Pouly, Marc (2022). Improved Diagnosis by Automated Macro- and Micro-anatomical Region Mapping of Skin Photographs. Journal of European Academy of Dermatology Venereology, 2022, 10. doi: 10.1111/jdv.18476
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Amruthalingam, Ludovic; Buerzle, Oliver; Gonzalez Jimenez, Alvaro; Gottfrois, Philippe Léon-Marius; Koller, Thomas; Navarini, Alexander; Pouly, Marc & Roth, Anastasia (2022). Quantification of Efflorescences in Pustular Psoriasis using Deep Learning. Healthcare Informatics Research, 2022(Volume 28(3)), 222-230. doi: 10.4258/hir.2022.28.3.222
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Berger, Jonah; Bravin, Marc; Clegg, Melanie; Hofstetter, Reto & Pouly, Marc (2022). Does It Help to Be Creative on Social Media? The Value of Originality for User-Generated Content on Social Media. Proceedings of the Society of Consumer Psychology Conference, 1.
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Berger, Jonah; Bravin, Marc; Clegg, Melanie; Hofstetter, Reto & Pouly, Marc (2022). Should You Really be Creative on Social Media? A Machine Learning Approach to Examine Originality of Video Content from TikTok. Proceedings of Association of Consumer Research Conference, 1.
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Koehler, Jana; Bürgler, Josef; Fontana, Urs; Fux, Etienne; Herzog, Florian; Pouly, Marc; Saller, Sophia; Salyaeva, Anastasia; Scheiblechner, Peter & Waelti, Kai (15.06.2021). Cable Tree Wiring - Benchmarking Solvers on a Real-World Scheduling Problem with a Variety of Precedence Constraints. Springer Constraints, 2021, 1-51. doi: https://doi.org/10.1007/s10601-021-09321-w
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Bravin, Marc; Clegg, Melanie; Hofstetter, Reto; Pouly, Marc & Berger, Jonah (2021). Should You Really be Creative on Social Media? An Empirical Investigation of Video Content from TikTok. Proceedings of Association of Consumer Research Conference, 1.
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Lionetti, Simone; Pfäffli, Daniel; Pouly, Marc; vor der Brück, Tim & Wegelin, Philipp (2021). Tourism Forecast with Weather, Event, and Cross-Industry Data. Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 1097-1104. doi: 10.5220/0010323010971104
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Bravin, Marc; Pfäffli, Daniel; Kuhn, Kevin & Pouly, Marc (2021). Towards Crafting Beer with Artificial Intelligence. Proceedings of the 8th Swiss Data Science Conference, 54-55. doi: https://doi.org/10.1109/SDS51136.2021.00017
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Clegg, Melanie; Hofstetter, Reto; Pouly, Marc & Bravin, Marc (2021). Should You Really be Creative on Social Media? An Empirical Investigation of User-Generated Content from TikTok. Proceedings of the European Marketing Academy Conference (EMAC), 94524.
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Bravin, Marc; Pfäffli, Daniel; Mazumder, Sita & Pouly, Marc (2020). Automated Smartification of Notices to Airmen. Proceedings to Swiss Data Science Conference, 2020(Proceedings of the 7th Swiss Data Science Conference), 51-52. doi: 10.1109/SDS49233.2020.00018
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Pouly, Marc; Koller, Thomas; Gottfrois, Philippe Léon-Marius & Lionetti, Simone (2020). KI in der Bildanalyse – Grundlagen und neue Entwicklungen. Springer - Der Hautarzt, 2020(9), 660-668. doi: 10.1007/s00105-020-04663-7
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Furger, Fabian; Amruthalingam, Ludovic; Navarini, Alexander & Pouly, Marc (2020). Applications of Generative Adversarial Networks to Dermatologic Imaging. Proceedings of the ANNPR’20: 9th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition, 187-199. doi: 10.1007/978-3-030-58309-5_15
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Pouly, Marc; Koller, Thomas & Arnold, Ruedi (2019). A Game-Centric Approach to Teaching Artificial Intelligence. Proceedings of the 11th International Conference on Computer Supported Education, 2020, 398-404. doi: 10.5220/0007745203980404
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vor der Brück, Tim & Pouly, Marc (2019). Spectral Text Similarity Measures. Proceedings of the International Conference on Computational Linguistics and Intelligent Text Processing, 1.
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vor der Brück, Tim & Pouly, Marc (2019). Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019(1), 1827-1836. doi: 10.18653/v1/N19-1181
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Pouly, Marc; Cerquides, Jesus & Roca-Lacostena, Jordi (2019). Sufficient and Necessary Conditions for Solution Finding in Valuation-Based Systems. International Journal of Approximate Reasoning, 2019(114), 51-83. doi: https://doi.org/10.1016/j.ijar.2019.08.006
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Meienberger, Nina; Anzengruber, Florian; Amruthalingam, Ludovic; Christen, Roland; Koller, Thomas; Maul, J.; Pouly, Marc; Djamei, Vahid & Navarini, Alexander (2019). Observer-Independent Assessment of Psoriasis affected Area using Machine Learning. Journal of the European Academy of Dermatology & Venerology, 2019 / 34(6), 1362-1368. doi: 10.1111/jdv.16002
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Pfäffli, Daniel; Kammermann, Andrea; Pouly, Marc & vor der Brück, Tim (2018). Deep Neural Yodeling. FTAL CONFERENCE 2018 - INDUSTRIAL APPLIED DATA SCIENCE, 1.
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Koller, Thomas; Navarini, Alexander; Pouly, Marc; Schnürle, Stefan & vor der Brück, Tim (2017). On using Support Vector Machines for the Detection and Quantification of Hand Eczema. Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017, 75-84. doi: 10.5220/0006125000750084
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Mazumder, Sita; Pouly, Marc & Radomirovic, Sasa (2017). Über die Sicherheit digitaler Coupons. Digma: Zeitschrift für Datenrecht und Informationssicherheit, 17(4), 232-236.
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Cuennet, Laurent; Pouly, Marc & Radomirovic, Sasa (2016). Guided Specification and Analysis of a Loyalty Card System. Proceedings of the 2nd International Workshop on Graphical Models for Security, 2016(Springer LNCS 9390), 66-81. doi: https://doi.org/10.1007/978-3-319-29968-6_5
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Galli, Michael; Schnürle, Stefan; Arnold, Ruedi & Pouly, Marc (2016). Skyline Computation on Commercial Data. Proceedings of the 8th International Conference on Agents and Artificial Intelligence, 2016, 465-471. doi: 10.5220/0005766604650471
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Kordy, Barbara; Pouly, Marc & Schweitzer, Patrick (2016). Probabilistic Reasoning with Graphical Security Models. Information Sciences, 2016(Volume 342), 111-131. doi: 10.1016/j.ins.2016.01.010
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Suter, Christoph; Navarini, Alexander; Pouly, Marc; Arnold, Ruedi; Gutzwiller Florian S., Meier; Koller, Thomas & Meier, René (2014). Detection and Quantification of Hand Eczema by Visible Spectrum Skin Pattern Analysis. Frontiers in Artificial Intelligence and Applications, 2014(Frontiers in Artificial Intelligence and Applications, Volume 263: ECAI 2014), 1101-1102. doi: 10.3233/978-1-61499-419-0-1101
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Kordy, Barbara; Pouly, Marc & Schweitzer, Patrick (2014). A Probabilistic Framework for Security Scenarios with Dependent Actions. iFM'14: Proceedings of the 11th International Conference on Integrated Formal Methods, 2014(Integrated Formal Methods, Lecture Notes in Computer Science), 256-271.
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Pouly, Marc; Kohlas, Jürg & Ryan, Peter (2013). Generalized Information Theory for Hints. International Journal of Approximate Reasoning, 2013(Volume 54, Issue 1), 228-251. doi: 10.1016/j.ijar.2012.08.004
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Kordy, Barbara; Pouly, Marc & Schweitzer, Patrick (2011). Computational Aspects of Attack-Defense Trees. SIIS'11 Proceedings of the 2011 International Conference on Security and Intelligent Information Systems, 103-116.