Monographs


Generic Inference: A Unifying Framework for Automated Reasoning. M. Pouly and J. Kohlas. John Wiley and Sons, Inc

Journal Articles


Observer-Independent Assessment of Psoriasis affected Area using Machine Learning. N. Meienberger and F. Anzengruber and L. Amruthalingam and R. Christen and Th. Koller and J. Maul and M. Pouly and V. Djamei and A. Navarini. Journal of the European Academy of Dermatology & Venereology, 2019.

Sufficient and Necessary Conditions for Solution Finding in Valuation-Based Systems. J. Roca-Lacostena and J. Cerquides and M. Pouly. International Journal of Approximate Reasoning. Volume 114, Pages 51-83, 2019

Probabilistic Reasoning with Graphical Security Models. B. Kordy and M. Pouly and P. Schweitzer. Information Sciences. Volume 342, Pages 111 – 131, 2016

Generalized Information Theory for Hints. M. Pouly and J. Kohlas and P. Ryan. International Journal of Approximate Reasoning. Volume 54, Issue 1, Pages 228 – 251, 2013

Generic Local Computation. J. Kohlas and M. Pouly and C. Schneuwly. Journal of Computer and System Sciences. Volume 78, Issue 1, Pages 348 – 369, 2012

NENOK – A Software Architecture for Generic Inference. M. Pouly. International Journal on Artificial Intelligence Tools. Volume: 19, Issue 1, Pages 65 – 99, 2010

Conference Articles


Spectral Text Similarity Measures. T. vor der Brück and M. Pouly. CICLing’19: 20th International Conference on Computational Linguistics and Intelligent Text Processing, La Rochelle, France 2019

Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing. T. vor der Brück and M. Pouly. NAACL’19: Annual Conference of the North American Chapter of the Association for Computational Linguistics, Minneapolis, USA 2019

A Game-Centric Approach to Teaching Artificial Intelligence. M. Pouly and Th. Koller and R. Arnold. CSEDU’19: 11th International Conference on Computer Supported Education, Heraklion, Greece 2019

On using Support Vector Machines for the Detection and Quantification of Hand Eczema. S. Schnürle and M. Pouly and T. vor der Brück and A. Navarini and Th. Koller. ICAART’17: 9th International Conference on Agents and Artificial Intelligence, Porto, Portugal 2017

Skyline Computation on Commercial Data. M. Galli and S. Schnürle and R. Arnold and M. Pouly. ICAART’16: 8th International Conference on Agents and Artificial Intelligence, Rome, Italy 2016

Guided Specification and Analysis of a Loyalty Card System. L. Cuennet and M. Pouly and S. Radomirovic. GraMSec’15: 2nd International Workshop on Graphical Models for Security, Verona, Italy 2015

A Probabilistic Framework for Security Scenarios with Dependent Actions. B. Kordy and M. Pouly and P. Schweitzer. iFM’14: 11th International Conference on Integrated Formal Methods, Bertinoro, Italy 2014

Detection and Quantification of Hand Eczema by Visible Spectrum Skin Pattern Analysis. Ch. Suter and A. Navarini and M. Pouly and R. Arnold and F. Gutzwiller and R. Meier and Th. Koller. ECAI’14: 21st European Conference on Artificial Intelligence, Prague, Czech Republic 2014

Computational Aspects of Attack-Defense Trees. B. Kordy and M. Pouly and P. Schweitzer. S&IIS’11: 2nd International Joint Conference on Security and Intelligent Information Systems,Warsaw, Poland 2011

Generalized Information Theory based on the Theory of Hints. M. Pouly. ECSQARU’11: 11th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Belfast, Northern Ireland 2011

Generic Solution Construction in Valuation-Based Systems. M. Pouly. CAI’11: 11th Canadian Conference on Artificial Intelligence, St. John’s, Canada 2011

A Generic Approach for Solving Sparse Path Problems. M. Pouly. ICAART’10: 2nd International Conference on Agents and Artificial Intelligence, Valencia, Spain 2010

Compiling Solution Configurations in Semiring Valuation Algebras. M. Pouly and R. Haenni and M. Wachter. Pages 248-259 of: A. Gelbukh and A. F. Kuri Morales (eds.). MICAI’07: 6th Mexican International Conference on Artificial Intelligence, Aguascalientes, Mexico 2007

Optimizing Inference in Bayesian Networks and Semiring Valuation Algebras. M. Wachter and R. Haenni and M. Pouly. Pages 236-247 of: A. Gelbukh and A. F. Kuri Morales (eds.). MICAI’07: 6th Mexican International Conference on Artificial Intelligence, Aguascalientes, Mexico. 2007

Minimizing Communication Costs of Distributed Local Computation. M. Pouly. Pages 19-24 of: A. Darwiche and R. Dechter and H. Fargier and J. Kohlas and J. Mengin and G. Verfaillie and N. Wilson (eds.). ECAI’06: Workshop 26: Inference Methods based on Graphical Structures of Knowledge, Riva del Garda, Italy 2006

Implementation of a generic Architecture for Local Computation. M. Pouly. Pages 31-37 of: J. Kohlas and J. Mengin and N. Wilson (eds.). ECAI’04: Workshop 22: Local Computation for Logics and Uncertainty, Valencia, Spain 2004

Collections


Information Algebra. J. Kohlas and M. Pouly and C. Schneuwly. Wiley Encyclopedia of Computer Science and Engineering. Benjamin Wah (ed.). Hoboken, John Wiley & Sons Inc

Theses


A generic Framework for Local Computation. M. Pouly. University of Fribourg. PhD Thesis, 2008

A generic Architecture for Local Computation. M. Pouly. University of Fribourg. Master’s Thesis, 2004

Other Articles


Über die Sicherheit digitaler Coupons. S. Mazumder and M. Pouly and S. Radomirovic. Digma: Zeitschrift für Datenrecht und Informationssicherheit, 2017

Online Marketing mit Machine Learning und Natural Language Processing. M. Pouly. Audimax Medien (33), 2017

New Age Money Machine – Digitale Treueprogramme. S. Mazumder und Marc Pouly. Handelszeitung (22), 43, 2017

Technical Reports


A Modeling and Encoding Method for Relative Layout Generation and Optimization in Manufacturing. M. Pouly and Jana Koehler. Technical Report 1/2017. Lucerne University of Applied Sciences and Arts, 2017

Sufficient and Necessary Conditions for Dynamic Programming in Valuation-Based Systems. J. Roca-Lacostena and J. Cerquides and M. Pouly Report, arXiv.org, 2015

Generic Local Computation. M. Pouly and C. Schneuwly and J. Kohlas. Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg. Technical Report, 2011

Dynamic Programming and Local Computation. M. Pouly and J. Kohlas. University of Fribourg. Technical Report 07-02, 2007

NENOK 1.1 User Guide. M. Pouly. University of Fribourg. Technical Report 06-02, 2006

Minimizing Communication Costs of Distributed Local Computation. M. Pouly and J. Kohlas. University of Fribourg. Technical Report 05-20, 2005

Local Computation in Covering Join Trees. C. Schneuwly and M. Pouly and J. Kohlas. University of Fribourg. Technical Report 04-16, 2004

Conference Talks & Posters


Deep Neural Yodeling. D. Pfäffli and A. Kammermann and M. Pouly and T. vor der Brück. FTAL Conference on Industrial Applied Data Science, Lugano, 2018

Targeted Marketing Using Unsupervised Language Processing. T. vor der Brück and M. Pouly and M. Unternährer. SwissText, Winterthur, 2017

Skyline Computation on Commercial Data. M. Pouly and M. Galli and R. Christen and S. Schnürle. SGAICO 2015: Hot Topics in Cognitive Science & Artificial Intelligence, Geneva, 2015