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Pouly Marc HSLU I
Lecturer
www.hslu.ch
Room 7.56 Campus Zug-Rotkreuz Suurstoffi 1 6343 Rotkreuz
Co-Head Algorithmic Business Research Lab
+41 41 757 68 25
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Education
Professional Activities
Private Homepage & Publikationsliste
Algorithmic Business Research Group
Jaywalker Digital AG
Care4Cardio
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Strategic Collaboration with Prepress Media AG
Recommender Systems for Food, Recipes and Kitchen Supplies
HSLU Medtech Joint Venture
Eventfrog Recommender Technologies
Museum Exposition on Food & Artificial Intelligence
Stakeholder-orientiertes Reporting für Institutionen mit sozialem Auftrag
Methodenwettbewerb Kartell-Screening
Churn Prediction and Recommender Systems for Telecom Industry
Umgang mit Geld
Transparenz im Temporary Housing Markt
Auswirkungen hybride Vorlesungsformate
AI Ice Cream
Recommender Systems for Event Industry
IAC
Betty Bossi Zutaten-Thesaurus und Rezeptgenerator
Artificial Yodel
Tariff analysis for ELCOM
Optimierung Offertwesen
B2B Recommender System
Smart Energies - Energiemanagement der Zukunft
Textbasierte Recommender Systeme
Customer forecast with cross-industry data
Bewertungs-Tool für die Web-Recherche
NLP Model and Embedding Toolchain
Sicherheit digitaler Coupons
Erkennung von Handekzemen mit Machine Learning
Datenauswertung bei der EnAW
Notice to Airmen
Deep Neural Yodeling
Kurzfristige Prognose und Steuerung des Gästeaufkommens im Freizeit- und Tourismusmarkt
Automated Milk Analysis
Büroflächen intelligent suchen
Skin-App: Medical Severity Grading of Hand Eczema by Automated Image Analysis
Unterstützung und Optimierung von Design- und Produktionsprozessen durch Künstliche Intelligenz
Stucard Recommender System
Automatisierte Filterung von Benutzer-Kommentaren
Preference-Based Medtech
JassBot: Ein intelligentes Jass Programm
Preference-based E-Commerce and Enhanced User Profile Generator
SkinApp-Web: Harnessing Training Data from the Crowd
Objektive Messung der Handhygiene mit Machine Learning
Matching von Suchanfragen auf Experten-Profile
FAST
Skin-App
Advanced Software for Operations
Information Flow & Preferences
Pouly, Marc & Kuhn, Kevin (2019). Recommender Systems: Mit Künstlicher Intelligenz zu mehr Umsatz, dank besserer Empfehlungen. Luzern: E-Book.
Pouly, Marc & Kohlas, Jürg (2011). Generic Inference: A unifying Theory for Automated Reasoning. Hoboken, NY: Wiley Publishing.
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.
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.
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, 1.
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, 1.
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.
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
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
Berger, Jonah; Bravin, Marc; Clegg, Melanie; Hofstetter, Reto & Pouly, Marc (2022). Does it help to be creative on TikTok? Proceedings of the Marketing Science Conference, 1.
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.
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
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.
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
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
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.
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
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
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
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
vor der Brück, Tim & Pouly, Marc (2019). Spectral Text Similarity Measures. Proceedings of the International Conference on Computational Linguistics and Intelligent Text Processing, 1.
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
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
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
Pfäffli, Daniel; Kammermann, Andrea; Pouly, Marc & vor der Brück, Tim (2018). Deep Neural Yodeling. FTAL CONFERENCE 2018 - INDUSTRIAL APPLIED DATA SCIENCE, 1.
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
Mazumder, Sita; Pouly, Marc & Radomirovic, Sasa (2017). Über die Sicherheit digitaler Coupons. Digma: Zeitschrift für Datenrecht und Informationssicherheit, 17(4), 232-236.
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
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
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
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
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.
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
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.
Pouly, Marc; Mazumder, Sita & Gröger, Fabian (2021). Künstliche Intelligenz für KMUs. Unternehmerzeitung, 18-19.
Pouly, Marc & Lionetti, Simone (2021). Eine Kürzestgeschichte des Deep Learnings. Bulletin des Schweizerischen Verbands der Telekommunikation, 1.
Bravin, Marc; Mazumder, Sita & Pouly, Marc (13.11.2020). In der Zukunft kommt der Arztbericht von der KI. Die Welt, 1.
Bravin, Marc; Mazumder, Sita & Pouly, Marc (13.11.2020). In der Zukunft kommt der Arztbericht von der KI. Die Welt online, 1.
Bravin, Marc; Mazumder, Sita & Pouly, Marc (30.10.2020). i-Dötzchen Computer: Auch Kochrezepte helfen dabei, Rechnersystemen das Schreiben anzutrainieren. Die Welt, 16-16.
Pouly, Marc (13.10.2017). Online Marketing mit Machine Learning und Natural Language Processing. audimax Medien, 33.
Mazumder, Sita & Pouly, Marc (01.06.2017). New Age Money Machine - Digitale Treueprogramme. Handelszeitung, (22), 43.
Furger, Fabian; Amruthalingam, Ludovic; Navarini, Alexander & Pouly, Marc (2020). Applications of Generative Adversarial Networks to Dermatologic Imaging (Bericht).
Koehler, Jana; Bürgler, Josef; Fontana, Urs; Fux, Etienne; Herzog, Florian; Pouly, Marc; Saller, Sophia; Salyaeva, Anastasia; Scheiblechner, Peter & Waelti, Kai (2020). Cable Tree Wiring - Benchmarking Solvers on a Real-World Scheduling Problem with a Variety of Precedence Constraints (Bericht).
Pouly, Marc & Koehler, Jana (2017). A Modeling and Encoding Method for Relative Layout Generation and Optimization in Manufacturing (Technical Report No. 1/2017). Lucerne University of Applied Sciences and Arts, Lucerne.
Koehler, Jana; Bürgler, Josef; Fontana, Urs; Fux, Etienne; Herzog, Florian; Pouly, Marc; Saller, Sophia; Salyaeva, Anastasia; Scheiblechner, Peter & Waelti, Kai (05.07.2021). Cable Tree Wiring - Benchmarking Solvers on a Real-World Scheduling Problem with a Variety of Precedence Constraints. 18th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, Vienna.
vor der Brück, Tim; Pouly, Marc & Unternährer, Markus (10.06.2017). Targeted Marketing Using Unsupervised Language Processing. SwissText, Winterthur, Schweiz.
Pouly, Marc; Galli, Michael; Christen, Roland & Schnürle, Stefan (12.11.2015). Skyline Computation on Commercial Data. SGAICO 2015: Hot Topics in Cognitive Science & Artificial Intelligence, Geneva, Switzerland.
Bravin, Marc; Clegg, Melanie; Hofstetter, Reto; Pouly, Marc & Berger, Jonah (20.02.2022). Best Paper in Track at AMA Winter Academic Conference für Best Paper in Big Data, Analytics, AI & Machine Learning Track.
Hofstetter, Jörg; Koller, Thomas; Pouly, Marc; Schnürle, Stefan & vor der Brück, Tim (26.10.2017). aha! Award des Allergiezentrums Schweiz 2017 für SkinApp – Digitale Sicht zur Schweregrad-Messung für Ekzempatienten.
Arnold, Ruedi; Bürli, Andrin; Birbaumer, Mirko; Bravin, Marc; Daly, Donnacha; Kakooee, Reza; Koller, Thomas; Lionetti, Simone; Mazumder, Sita; Mérinat, Tobias; Pfäffli, Daniel; Pouly, Marc; Salzmann, Joel & Wullschleger, Pascal. Member of the Team that crafted the first Beer along an AI generated Recipe. 6. Hochschule Luzern - Informatik.
Birbaumer, Mirko; Bravin, Marc; Mazumder, Sita; Mérinat, Tobias; Pfäffli, Daniel; Pouly, Marc; Salzmann, Joel & Ulmi, Cyrille. Pizzaiolo Crash Course. ABIZ Social Event. Richemont Luzern.
Arnold, Ruedi; Christen, Roland; Hofstetter, Jörg; Koller, Thomas; Mazumder, Sita; Pfäffli, Daniel; Pouly, Marc; Schnürle, Stefan & vor der Brück, Tim. ABIZ Jodelkurs. Forschungsprojekt: Deep Neural Yodeling. Algorithmic Business Research Team.
