Referred Book Chapter

O.NEFLA, I. BRIGUI, M. ÖZTÜRK and P. VIAPPIANI, Intelligent Agents for Multiuser Preference Elicitation, Advances in Deep Learning, IA and Robotics..Springer Verlag, (to be published).

M. ÖZTÜRK, A. TSOUKIAS and S. Guerrand. On the use of a multicriteria decision aiding tool for the evaluation of comfort. In S. Greco, M. Pirlot, and V. Mousseau, editors, MCDA Applications. Springer Verlag, Boston, Dordrecht, London, 475-500, Springer Verlag, 2015.

M. ÖZTÜRK, A. TSOUKIAS and Ph. VINCKE(ÖTV05). Preference Modelling. In J. Figueira, S. Greco, and M. Ehrgott, editors, Multiple Criteria Decision Analysis: State of the Art Surveys, pages 27-72. Springer Verlag, Boston, Dordrecht, London, 2005 (preliminary version).

S. MORETTI, M. ÖZTÜRK and A. TSOUKIAS. Preference Modelling. In J. Figueira, S. Greco, and M. Ehrgott, editors, Multiple Criteria Decision Analysis: State of the Art Surveys, (2nd edition of teh chapter ÖTV05) (preliminary version)

Edition

F. DUPIN DE SAINT-CYR,  N.PITYKA,  M. ÖZTÜRK, Scalable Uncertainty Management 2022, Lecture Notes in Artificial Intelligence, Springer, 2022. 

S. DESTERCK, Ch. LABREUCHE, M. ÖZTÜRK, P. VIAPPIANI, Advances in Preference Handling, Special Issue of AMAI (Annals of Mathematices and Artificial Intelligence), to appear. 

International Journal

D. MEIJER, M.BENNIDIR, C. COLEY, Y. MEJRI,  M. ÖZTÜRK, J. VAN DER HOOFT, M. MEDEMA, A. SKIREDJ, Empowering natural product science with AI: leveraging multimodal data and knowledge graphs,Natural Product Reports, 2025. 

H. GILBERT, M. OUAGUENOUNI, M. ÖZTÜRK and O. SPANJAARD. Robust ordinal regression for subsets comparisons with interactions, EJOR, 320, 146-159, 2025.

O. BESSOUF, A. KHELLADI, M. ÖZTÜRK and A. TSOUKIAS. Bi-oriented Graphs and Four Valued Logics for Preference Modelling, Annals of Operations Research,  2023, vol: 328, 1239-1262.

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M. ÖZTÜRK, Coherence conditions for preference modeling with ordered points,  Journal of Mathematical Psychology, Volume 79, 2017, pages 44–52.

S. DEPARIS, V.MOUSSEAU, M. ÖZTÜRK and C. HURON. The effect of bicriteria conflict on matching-elicited preferences, European Journal of Operational Research, Volume 242, Issue 3, 1 May 2015, Pages 951-959.(preliminary version)

M. ÖZTÜRK and A. TSOUKIAS. A valued Ferrers relation for interval comparison, Fuzzy Sets and Systems, Volume 266, 1 May 2015, Pages 47-66.r.(preliminary version)

S. DEPARIS, V.MOUSSEAU, M. ÖZTÜRK, Ch. PALLIER and C. HURON. How Conflict Induces the Expression of Incomplete Preferences, European Journal of Operational Research 221(3), pages 593-602, 2012. (preliminary version).

M. ÖZTÜRK, M. PIRLOT, A. TSOUKIAS. Representing preferences using intervals, Artificial Intelligence Journal, 175(), pages 1194-1222, 2011(preliminary version).

E. TURUNEN, M. ÖZTÜRK and A. TSOUKIAS.Paraconsistent Semantics for Pavelka Style Fuzzy Sentential Logic, Fuzzy Sets and Systems, 161(), pages 1926-1940, 2010.

P. MARQUIS, M. ÖZTÜRK. Representing interval orders by weighted bases: some complexity results Mathematical Social Science, vol. 57, pages 367-388, 2009 (preliminary version).

M. ÖZTÜRK. Ordered sets with interval representation and (m, n)-Ferrers relation. Annals of Operations Research, vol. 163, pages 177-196, 2008 (preliminary version).

M. ÖZTÜRK and A. TSOUKIAS. Bipolar preference modelling in decision: bilattice approach. International Journal of Information Systems, vol. 23, issue 29, pages 970-984, 2008 (preliminary version).

M. ÖZTÜRK and A. TSOUKIAS. Modelling positive and negative reasons in decision aiding, Decision Support Systems, vol. 43, pages 1512-1526, 2007 (preliminary version).

(Francophone) Journal

L. MARTIN-MORO, F.LAUFER, M. ÖZTÜRK, F., Mesurer le respect des droits fondamentaux : Intérêt et défis -l'exemple du projet de Prison Life Index,Revue Interdisciplinaire d'Etudes Juridiques, VOL:91, 165-198, 2023. 

International Conference (with proceeding)

H. GILBERT, M. OUAGUENOUNI, M. ÖZTÜRK, O. SPANJAARD, Robust Ordinal Regression for Collaborative Preference Learning with Opinion Synergies, AAMAS 2023, 2439-2441.  

H. GILBERT, M. OUAGUENOUNI, M. ÖZTÜRK, O. SPANJAARD, A Hybrid Approach to Preference Learning with Interaction Terms., ECAI 2023, 835-842.  

J-P DOIGNON, S. MORETTI, M. ÖZTÜRK On the Ordinal Invariance of Power Indices on Coalitional Games, IJCAI 2022, 258-264.  

A. RAVIER, H. GILBERT, O. SPANJAARD, M. ÖZTÜRK Ordinal dominance with binary interactions for subset choice: axiomatic analysis and complexity issues, M-Pref/IJCAI 2022.  

M. OUAGUENOUNI, H. GILBERT, O. SPANJAARD, M. ÖZTÜRK Cautious Learning of Multiattribute Preferences, M-pref/IJCAI 2022.  

O.NEFLA, I. BRIGUI, M. ÖZTÜRK, P. VIAPPIANI and O. RABOUN Agent-based ordinal classification for group decision making, WI/IAT 2020, Pages 365-370.  

T. ALLOUCHE, B. ESCOFFIER, S.MORETTI, M. ÖZTÜRK Social Ranking Manipulability for the CP-Majority, Banzhaf and Lexicographic Excellence Solutions, IJCAI 2020, Pages 17-23  

O. NEFLA, M. ÖZTÜRK, P. VIAPPIANI, I. BRIGUI-CHTIOUI, Interactive Elicitation of a Majority Rule Sorting Model with Maximum Margin Optimization, ADT 2019, Pages 141-157.  

H. KHANI, S.MORETTI, M. ÖZTÜRK, An Ordinal Banzhaf Index for Social Ranking, IJCAI 2019, Pages 378-384.  

N.FAYARD, M. ÖZTÜRK, Social ranking: simulation for CP-majority rule, DA2PL 2018.  

A. HARET, H. KHANI, S.MORETTI, M. ÖZTÜRK, Ceteris paribus majority for social ranking, IJCAI 2018, Pages 303-309.  

T. DENAT, M. ÖZTÜRK Dominance Based Monte Carlo algorithm for preference learning in the multi-criteria sorting problem: Some performance tests, ADT2017 

S. MORETTI, M. ÖZTÜRK , Some axiomatic and algorithmic perspectives on the social ranking problem, ADT2017

S. MORETTI, M. ÖZTÜRK, Ordinal power relations and social rankings. Workshop on Computational Social Choice (COMSOC-2016), 2016

T. DENAT, M. ÖZTÜRK, Dominance based Monte Carlo algorithm for preference learning in the multi-criteria sorting problem: Theoretical properties, DA2PL-2016, pages 47-52, Germany, 2016

L.MAMMERI, D. BOUYSSOU, C. GALAIS, M. ÖZTÜRK,C. TALOTTE, Elicitation of decisional parameters for thermal comfort on trains, proceedings of DA2PL 2012, Belgium (preliminary version).

D. LE BERRE, P. MARQUIS, M. ÖZTÜRK, Aggregating interval orders by propositional optimization proceedings of ADT 2009, Italy. (preliminary version).

B. ESCOFFIER, J. LANG, M. ÖZTÜRK, Single-Peaked consistency and its complexity proceedings of ECAI-2008, Patras, Greece, pages 366-370, july 21-25 2008 (preliminary version).

M. ÖZTÜRK, A. TSOUKIAS A, Valued hesitation in intervals comparison, proceedings of SUM-2007, Washington DC Area, USA, pages 157-170, October 10-12 2007 (preliminary version).

P. MARQUIS and M. ÖZTÜRK, Representing interval orders by weigthed bases: Some complexity results, proceedings of Workshop on Advances in Preference Handling in conjunction with VLDB-2007, Vienna Austria, September 23-27 2007.

M. ÖZTÜRK, A. TSOUKIAS A, Preference representation with 3-points intervals, proceedings of ECAI-2006, Riva del Garda, Italy, pages 417-421, August 28-September 1 2006.

M. ÖZTÜRK, A. TSOUKIAS A, Aggregating Preferences with Positive and Negative Reasons, Workshop on Advances in Preference Handling in conjunction with ECAI-2006, Riva del Garda, Italy, pages 102-107, August 28-September 1 2006.

M. ÖZTÜRK and A. TSOUKIAS. Preference on intervals: a general framework, proceedings of the IJCAI-05 Multidisciplinary Workshop on Advances in Preference Handling, Edinburg, Scotland in conjunction with IJCAI-05, July 31- August 1 2005, pages 156-161 (preliminary version).

M. ÖZTÜRK and A. TSOUKIAS. Modelling positive and negative reasons in decision aiding. In Proceedings of Mini EURO Conference, Septembre 22-24 2004, July 4-9 2004. (22 pages)

M. ÖZTÜRK and A. TSOUKIAS. Positive and Negative Reasons in Interval Comparisons: Valued PQI Interval Orders. In Proceedings of IPMU 2004, pages 983-989, July 4-9 2004 (preliminary version).

M. ÖZTÜRK and A. TSOUKIAS. Modelling continuous positive and negative reasons in decision aiding. In Proceedings of NMR 2004, pages 321-326, June 6-8 2004.