Monographs

Recommender Systems
Mit Künstlicher Intelligenz zu mehr Umsatz, dank besserer Empfehlungen

K. Kuhn and M. Pouly
E-Book in German, 2019

Generic Inference
A Unifying Framework for Automated Reasoning

M. Pouly and J. Kohlas
John Wiley & Sons, 2011


Journal Articles

KI in der Bildanalyse – Grundlagen und neue Entwicklungen
M. Pouly and Th. Koller and Ph. Gottfrois and Simone Lionetti
To appear in: Springer – Der Hautarzt, 9/20. 2020.

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 and 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, 2019

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

Generalized Information Theory for Hints
M. Pouly and J. Kohlas and P. Ryan
International Journal of Approximate Reasoning. Volume 54, 2013

Generic Local Computation
J. Kohlas and M. Pouly and C. Schneuwly
Journal of Computer and System Sciences. Volume 78, 2012

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

Information Algebra
J. Kohlas and M. Pouly and C. Schneuwly
Wiley Encyclopedia of Computer Science and Engineering, John Wiley & Sons, 2008


Conference Articles

Applications of Generative Adversarial Networks to Dermatologic Imaging
F. Furger and L. Amruthalingam and A. Navarini and M. Pouly
ANNPR’20: 9th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition
Winterthur, Switzerland, 2020

Automated Smartification of Notices to Airmen
M. Bravin and D. Pfäffli and S. Mazumder and M. Pouly
SDS’20: Proceedings of the 7th Swiss Data Science Conference
Lucerne, Switzerland 2020

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: Proceedings of the 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Minneapolis, USA 2019

A Game-Centric Approach to Teaching Artificial Intelligence
M. Pouly and Th. Koller and R. Arnold
CSEDU’19: Proceedings of the 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: Proceedings of the 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: Proceedings of the 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
Lecture Notes in Computer Science, vol. 9390, Springer
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
Lecture Notes in Computer Science, vol. 8739, Springer
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
Frontiers in Artificial Intelligence and Applications, vol. 263, IOS Press
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
Lecture Notes in Computer Science, vol. 7053, Springer

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
Lecture Notes in Computer Science, vol. 6717, Springer

Belfast, Northern Ireland 2011

Generic Solution Construction in Valuation-Based Systems
M. Pouly
CAI’11: 11th Canadian Conference on Artificial Intelligence
Lecture Notes in Computer Science, vol. 6657, Springer

St. John’s, Canada 2011

A Generic Approach for Solving Sparse Path Problems
M. Pouly
ICAART’10: Proceedings of the 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
MICAI’07: 6th Mexican International Conference on Artificial Intelligence
Lecture Notes in Computer Science, vol. 4827, Springer
Aguascalientes, Mexico 2007

Optimizing Inference in Bayesian Networks and Semiring Valuation Algebras
M. Wachter and R. Haenni and M. Pouly
MICAI’07: 6th Mexican International Conference on Artificial Intelligence
Lecture Notes in Computer Science, vol. 4827, Springer
Aguascalientes, Mexico 2007


Workshop Articles

Minimizing Communication Costs of Distributed Local Computation
M. Pouly
ECAI’06: European Conference on Artificial Intelligence
Proceedings of 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
ECAI’04: European Conference on Artificial Intelligence
Proceedings of Workshop 22: Local Computation for Logics and Uncertainty
Valencia, Spain 2004


Posters and invited Talks

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

Targeted Marketing Using Unsupervised Language Processing
T. vor der Brück and M. Pouly and M. Unternährer
SwissText’17: 2nd Swiss Text Analytics Conference
Winterthur, Switzerland, 2017

Skyline Computation on Commercial Data
M. Pouly and M. Galli and R. Christen and S. Schnürle
SGAICO’15: Hot Topics in Cognitive Science and Artificial Intelligence
Geneva, Switzerland, 2015


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

Von Schutzmasken und anderen Dilemmata
M. Pouly and E. Zitzler
HSLU Informatik Blog

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

Applications of Generative Adversarial Networks to Dermatologic Imaging
F. Furger and L. Amruthalingam and A. Navarini and M. Pouly
Technical Report 5/2020, Lucerne University of Applied Sciences, 2020

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

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

Generic Local Computation
M. Pouly and C. Schneuwly and J. Kohlas
Technical Report, University of Luxembourg, 2011

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

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

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

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


Press Coverage

Weshalb «spielsüchtige Mathematiker» wussten, dass die Maskenpflicht kommt
Zentralplus

BEA: Onlineerlebnis mit Künstlicher Intelligenz
Werbewoche

How to Develop New Products With Artificial Intelligence
LinkedIn Story by Kevin Kuhn

Jetzt muss Künstliche Intelligenz Güsel zählen
20 Minuten on Deep Flying Waste Bags Project, 2019

Luzerner Student revolutioniert die Güsel Abfuhr
Zentralplus on Deep Flying Waste Bags Project, 2019

Künstliche Intelligenz verbessert Müllabfuhr
HSLU Blog on Deep Flying Waste Bags Project, 2019

Künstliche Intelligenz bei der Güselabfuhr
Sunshine Radio on Deep Flying Waste Bags Project, 2019