Profil

Schyns Michael

HEC Liège : UER > UER Opérations : Informatique de gestion

HEC Recherche: Business Analytics & Supply Chain Management

See author's contact details
Main Research Fields
Quantitative methods in economics & management
Treatment & clinical psychology
Production, distribution & supply chain management
Mathematics
Computer science
Main Keywords
machine learning; weight and balance; unit load devices; virtual reality; cargo aircraft;
Main Unit & Research Centers
QuantOM
QuantOM, Georgia Institute of Technology
Quantom
GIGA Medical Genomics-Unit of Animal Genomics - ULiège
HEC - QuantOM
Main Co-authors
Limbourg, Sabine 
Lurkin, Virginie 
Paquay, Célia 
Etienne, Elodie 
Leclercq, Anne-Lise 

Publications (total 109)

The most downloaded
5486 downloads
Kleyntssens, T., Limbourg, S., & Schyns, M. (15 December 2011). Chargement d’un avion cargo : le cas des marchandises nécessitant des précautions particulières. Paper presented at 3è Colloque International "Systèmes Industriels et Logistiques" 2011, Casablanca, Morocco. https://hdl.handle.net/2268/107288
The most cited
216 citations (SCOPUS)
Crama, Y., & Schyns, M. (01 November 2003). Simulated annealing for complex portfolio selection problems. European Journal of Operational Research, 150 (3), 546-571. doi:10.1016/S0377-2217(02)00784-1 https://hdl.handle.net/2268/1733

Etienne, E., Leclercq, A.-L., Remacle, A., & Schyns, M. (11 July 2022). Perception of avatar attitudes in Virtual Reality. Paper presented at AIRSI2022, Zaragoza, Spain.
Peer reviewed

De Lemos Esteves, F., Schyns, M., Jacquemin, A., Fettweis, X., & Doutreloup, S. (05 May 2022). Utilisation d’un MOOC et d’une animation 3D interactive en RA pour faciliter la compréhension des mécanismes du climat et de son réchauffement. Paper presented at 9e colloque international en éducation, Montréal, Canada.
Peer reviewed

Etienne, E., Leclercq, A.-L., Remacle, A., & Schyns, M. (29 April 2022). Validation of a virtual framework for public speaking training. Paper presented at 7th International AR-VR Conférence, Lisbon, Portugal.
Peer reviewed

Sepulchre, E., Pittie, G., Stojkovic, V., Haesbroeck, G., Crama, Y., Schyns, M., Paridaens, H., de Marchin, J., Degesves, S., Biemar, C., Boccar, S., Senterre, J.-M., & Minon, J.-M. (2022). Covid-19: contribution of clinical characteristics and laboratory features for early detection of patients with high risk of severe evolution. Acta Clinica Belgica, 77 (2), 261-267. doi:10.1080/17843286.2020.1822078
Peer Reviewed verified by ORBi

Etienne, E., Leclercq, A.-L., Remacle, A., & Schyns, M. (29 November 2021). Validation of a virtual audience in VR environments. Paper presented at SeminVR, Liège, Belgium.

Tonka, J., & Schyns, M. (2021). The digital twin concept: a definition attempt. Eprint/Working paper retrieved from https://orbi.uliege.be/2268/265031.

Etienne, E., Leclercq, A.-L., Remacle, A., & Schyns, M. (28 May 2021). SpeakInVR : validation of a virtual audience. Poster session presented at Annual Meeting of the ​Belgian Association of Psychological Sciences, Louvain-la-Neuve, Belgium.

Menjot, P., Remacle, A., Schyns, M., Etienne, E., & Leclercq, A.-L. (28 May 2021). Validation of a virtual audience for public speaking: Preliminary results. Poster session presented at Annual Meeting of the ​Belgian Association of Psychological Sciences, Louvain-la-Neuve, Belgium.

Etienne, E., Leclercq, A.-L., Remacle, A., & Schyns, M. (2021). Optimization of Business Processes thanks to Machine Learning and Virtual Reality. Use-case : SpeakInVR. Paper presented at Annual Meeting of the ​Belgian Association of Psychological Sciences : Junior Day.

Menjot, P., Remacle, A., Schyns, M., Etienne, E., & Leclercq, A.-L. (2021). Une audience virtuelle pour l’entrainement de la fluence de parole lors d’une prise de parole en public : Etude pilote. Les cahiers de l'ASELF, 18 (2), 13-18.

Chaabane, S., Etienne, A.-M., Schyns, M., & Wagener, A. (2021). The Impact of Virtual Reality Exposure on Stress Level and Sense of Competence in Ambulance Workers. Journal of Traumatic Stress. doi:10.1002/jts.22690
Peer Reviewed verified by ORBi

Menjot, P., Leclercq, A.-L., Schyns, M., Etienne, E., & Remacle, A. (01 December 2020). A virtual audience for public speaking: A pilot study. Poster session presented at Meeting of the Groupe de Contact de Psycholinguistique et Neurolinguistique (GCPN), Bruxelles, Belgium.

Etienne, E., & Schyns, M. (2020). Optimization of Business Processes thanks to Machine Learning and Virtual Reality : Use-case : SpeakInVR. Paper presented at Discussion - Digital Transformation: A Multidisciplinary Research Agenda.

Etienne, E., Leclercq, A.-L., Remacle, A., Peters, F., & Schyns, M. (2020). SpeakInVR : Validation d'une audience virtuelle. Paper presented at Lunch Talk : UER Operations.

Etienne, E., Leclercq, A.-L., Remacle, A., Peters, F., & Schyns, M. (30 April 2020). SPEAKinVR: validation of a virtual audience. Paper presented at 6th International AR VR Conference.

Peters, F., & Schyns, M. (30 April 2020). Improving e-commerce logistics with Augmented Reality and Machine Learning: The case of the 3D bin packing problem. Paper presented at 6th International AR VR Conference.

Etienne, E., Leclercq, A.-L., Remacle, A., Peters, F., & Schyns, M. (12 March 2020). SPEAKInVR : Validation d’une audience virtuelle. Paper presented at Semin VR.

GEORGES, A., Lavergne, A., Mandai, M., Lepiemme, F., Karim, L., Demeulenaere, L., Aguilar Ortmans, D., Schyns, M., Nguyen, L., RAKIC, J.-M., Takahashi, M., Georges, M., & Takeda, H. (2020). Combined analysis of single cell RNA-Seq and ATAC-Seq data reveals putative regulatory toggles operating in native and iPS-derived retina. Eprint/Working paper retrieved from https://orbi.uliege.be/2268/292544. doi:10.1101/2020.03.02.972497

Peters, F., Aerts, S., & Schyns, M. (30 January 2020). Predictive Maintenance of Technical Faults in Aircraft. Paper presented at 34th Annual Conference of the Belgian Operational Research Society, Lille, France.

Peters, F., Aerts, S., & Schyns, M. (2020). Predictive Maintenance of Technical Faults Using Machine Learning : A Case Study in Air Transport. Eprint/Working paper retrieved from https://orbi.uliege.be/2268/251092.

Gantjimirov, H., Leblanc, P., Schyns, M., & Jancart, S. (November 2019). The contribution of augmented reality in architectural education. Paper presented at Matters of Abstraction.

Schyns, M. (2019). Comment placer l'humain au centre de mon projet en réalité augmentée ou virtuelle. Paper presented at Comment et pourquoi intégrer la réalité augmentée/virtuelle dans mon entreprise, Liege, Belgium.

Billen, R., Dozo, B.-O., Etienne, A.-M., & Schyns, M. (19 December 2018). Développer des environnements virtuels pour l'enseignement. Teaching with VR. Paper presented at Séance de cours interdisciplinaire autour des usages de la réalité virtuelle dans l'enseignement, en présence du Ministre de l'Enseignement supérieur de la Fédération Wallonie-Bruxelles.

Ruffault, A., Cloes, M., Schyns, M., Bouchard, S., Fournier, J., Bossard, C., Valembois, Q., Czernichow, S., & Etienne, A.-M. (August 2018). Experimental investigation of decision-making processes in daily physically active behaviors using a virtual reality set-up. Poster session presented at 32nd annual conference of the European Health Psychology Society, Galway, Ireland.

Lurkin, V., Garrow, L. A., Higgins, M. J., Newman, J. P., & Schyns, M. (July 2018). Modeling competition among airline itineraries. Transportation Research. Part A, Policy and Practice, 113, 157-172. doi:10.1016/j.tra.2018.04.001
Peer Reviewed verified by ORBi

Etienne, A.-M., Ruffault, A., Stassart, C., Quertemont, E., Grogna, D., Schyns, M., & Bouchard, S. (June 2018). L’utilisation des nouvelles technologies dans l’étude des comportements de santé. Paper presented at V congrès de Psychologie de la Santé de Langue Française (AFPSA), Metz, France.

Paquay, C., Limbourg, S., & Schyns, M. (16 May 2018). A tailored two-phase constructive heuristic for the three-dimensional Multiple Bin Size Bin Packing Problem with transportation constraints. European Journal of Operational Research, 267 (1), 52-64. doi:10.1016/j.ejor.2017.11.010
Peer Reviewed verified by ORBi

Etienne, A.-M., Bouchard, S., Billen, R., Dozo, B.-O., Schyns, M., & Haubruge, E. (2018). UNITÉ DE RECHERCHE LIÈGE – QUÉBEC SUR LE NUMÉRIQUE EN SANTÉ GLOBALE, EN ENSEIGNEMENT ET EN FORMATION CONTINUE UNIVERSITAIRE. Paper presented at PROJET DE COOPERATION Wallonie-Bruxelles/Québec, Gatineau, Canada.

Hoffait, A.-S., Ittoo, A., & Schyns, M. (2018). Assessing and predicting review helpfulness: Critical review, open challenges and research agenda. Eprint/Working paper retrieved from https://orbi.uliege.be/2268/227691.

Paquay, C., Limbourg, S., Schyns, M., & Oliveira, J. F. (2018). MIP-based constructive heuristics for the three-dimensional Bin Packing Problem with transportation constraints. International Journal of Production Research, 56 (4), 1581-1592. doi:10.1080/00207543.2017.1355577
Peer Reviewed verified by ORBi

Crama, Y., Goossens, D., Leus, R., Schyns, M., & Spieksma, F. (Eds.). (December 2017). Special issue: Twelfth Workshop on Models and Algorithms for Planning and Scheduling Problems (MAPSP 2015). Journal of Scheduling, 20 (6), 543-711. doi:10.1007/s10951-017-0548-7
Peer Reviewed verified by ORBi

Billen, R., Dozo, B.-O., Etienne, A.-M., Schyns, M., & Haubruge, E. (23 November 2017). Teaching with VR. Développer des environnements virtuels pour l'enseignement en sciences humaines. Paper presented at Semaine de l'enseignement. Atelier 2 - Les outils numériques « made in ULiège », Liège, Belgium.

Billen, R., Dozo, B.-O., Etienne, A.-M., & Schyns, M. (2017). Teaching with VR. Développer des environnements virtuels au service de l’enseignement en sciences humaines et sociales. Paper presented at La réalité virtuelle, outil de décloisonnement. Focus sur les environnements 3D : usages et défis.

Hoffait, A.-S., & Schyns, M. (September 2017). Early Detection of University Students with Potential Difficulties. Decision Support Systems, 101, 1-11. doi:10.1016/j.dss.2017.05.003
Peer Reviewed verified by ORBi

Hoffait, A.-S., & Schyns, M. (July 2017). Early detection of university students with potential difficulties. Paper presented at IFORS 2017, Québec, Canada.

Lurkin, V., Garrow, L., Higgins, M., Newman, J., & Schyns, M. (June 2017). Accounting for Price Endogeneity in Airline Itinerary Choice Models: An Application to Continental U.S. Markets. Transportation Research. Part A, Policy and Practice, 100, 228–246. doi:10.1016/j.tra.2017.04.007
Peer Reviewed verified by ORBi

Paquay, C., Limbourg, S., & Schyns, M. (2017). Instances for the 3D Multiple Bin Size Bin Packing Problem.

Paquay, C., Limbourg, S., & Schyns, M. (2017). A best fit heuristic for the three-dimensional Bin Packing Problem with practical constraints from an air transportation application. In Proceedings of the BIVEC-GIBET Transport Research Days 2017.
Peer reviewed

Hoffait, A.-S., & Schyns, M. (July 2016). Early detection of university students in potential difficulty. Paper presented at 28ème conférence européenne sur la recherche opérationnelle (EURO 2016), Poznan, Poland.

Lurkin, V., Garrow, L., Higgins, M., Newman, J., & Schyns, M. (20 May 2016). Accounting for price endogeneity in airline itinerary choice models. Paper presented at AGIFORS RM Study Group, Frankfurt, Germany.

Hoffait, A.-S., & Schyns, M. (2016). Early Detection of University Students in Potential Difficulty. Eprint/Working paper retrieved from https://orbi.uliege.be/2268/196946.

Lurkin, V., Garrow, L., Higgins, M., Newman, J., & Schyns, M. (2016). A Comparison of Departure Time of Day Formulations. Eprint/Working paper retrieved from https://orbi.uliege.be/2268/192498.

Lurkin, V., Garrow, L., Higgins, M., Newman, J., & Schyns, M. (2016). Continuous Departure Time of Day Preferences for Continental U.S. Airline Markets Segmented by Distance, Direction of Travel, Number of Time Zones, Day of Week and Itinerary Type. Eprint/Working paper retrieved from https://orbi.uliege.be/2268/192505.

Paquay, C., Schyns, M., & Limbourg, S. (2016). A Mixed Integer Programming formulation for the three dimensional bin packing problem deriving from an air cargo application. International Transactions in Operational Research, 23 (1-2), 187-213. doi:10.1111/itor.12111
Peer Reviewed verified by ORBi

Schyns, M. (16 September 2015). An Ant Colony System for Responsive Dynamic Vehicle Routing. European Journal of Operational Research, 245 (3), 704-718. doi:10.1016/j.ejor.2015.04.009
Peer Reviewed verified by ORBi

Lurkin, V., Garrow, L. A., Higgins, M. J., & Schyns, M. (2015). Estimation of Airline Itinerary Choice Models Using Disaggregate Ticket Data. In 55th AGIFORS Annual Proceedings 2015 (pp. 1).
Peer reviewed

Lurkin, V., & Schyns, M. (01 August 2015). The Airline Container Loading Problem with Pickup and Delivery. European Journal of Operational Research, 244 (3), 955-965. doi:10.1016/j.ejor.2015.02.027
Peer Reviewed verified by ORBi

Paquay, C., Schyns, M., & Limbourg, S. (July 2015). A best fit decreasing algorithm for the three dimensional bin packing problem. Paper presented at XI International Workshop on Cutting and Packing problems and Related Topics, Portugal.

Marchetti-Spaccamela, A., Crama, Y., Goossens, D., Leus, R., Schyns, M., & Spieksma, F. (Eds.). (2015). Proceedings of the 12th Workshop on Models and Algorithms for Planning and Scheduling Problems. KU Leuven.

Lurkin, V., Schyns, M., & Garrow, L. (08 May 2015). What the heck is Revenue Management. Paper presented at Journée de la recherche, Liège, Belgium.

Lurkin, V., Garrow, L., & Schyns, M. (25 March 2015). What is the impact of ticket-level fare information on classic itinerary choice models ? Paper presented at Revenue Management Colloquium, Aachen, Germany.

Paquay, C., Limbourg, S., Oliveira, J. F., & Schyns, M. (March 2015). Several constructive heuristics for the three dimensional Multiple Bin Size Bin Packing Problem with air transportation constraints. Paper presented at 12th ESICUP Meeting.

Aerts, S., Haesbroeck, G., & Schyns, M. (2015). Doc'Data: mesure de la persévérance au doctorat à l'Université de Liège. ULg - Université de Liège.

Hoffait, A.-S., & Schyns, M. (February 2015). Early detection of university students in potential difficulty. Paper presented at 16e conférence de la Roadef (Société Française de Recherche Opérationelle et Aide à la Décision), Marseille, France.

Lurkin, V., & Schyns, M. (09 November 2014). The Airline Container Loading Problem with Pickup and Delivery. Paper presented at 2014 INFORMS Annual Meeting, San Francisco, United States.

Hoffait, A.-S., & Schyns, M. (November 2014). Early detection of university students in potential difficulty : a case study. Paper presented at 22nd meeting of the Belgian Statistical Society, Louvain-La-Neuve, Belgium.

Lurkin, V., & Schyns, M. (2014). The Airline Container Loading Problem with Pickup and Delivery. In Airline Group of the Intl Federation of Operational Research Soc ( AGIFORS ) (Ed.), 54th AGIFORS Annual Proceedings 2014 (pp. 1-63).
Peer reviewed

Lurkin, V., Schyns, M., Garrow, L. A., & Jacobs, T. L. (16 May 2014). A 'price balance statistic' for optimizing pricing strategies: a better estimation of elasticities and cross-elasticities. Paper presented at Pricing and Revenue Management Workshop, Buenos Aires, Argentina.

Lurkin, V., Schyns, M., Garrow, L. A., & Jacobs, T. L. (15 May 2014). A 'price balance statistic' for optimizing pricing strategies: a better estimation of elasticities and cross-elasticities. Paper presented at AGIFORS Revenue Management 2014, Buenos Aires, Argentina.

Paquay, C., Schyns, M., & Limbourg, S. (30 January 2014). A relax-and- fix heuristic for the three-dimensional bin-packing model with transportation constraints. Paper presented at 28th annual conference of the Belgian Operational Research Society.

Hoffait, A.-S., & Schyns, M. (January 2014). Early detection of university students in potential difficulty. Paper presented at 28th annual conference of the Belgian Operational Research Society, Mons, Belgium.

Paquay, C., Limbourg, S., & Schyns, M. (2014). Instances for 3D bin packing (designed for MILP).

Paquay, C., Schyns, M., & Limbourg, S. (2014). A relax-and- fix heuristic for the three-dimensional bin-packing model with transportation constraints. In 11th ESICUP Meeting proceedings.
Peer reviewed

Paquay, C., Schyns, M., & Limbourg, S. (2014). A constructive heuristic for the three dimensional Bin Packing Problem with transportation constraints. Paper presented at 20th Conference of the International Federation of Operational Research Societies (IFORS), Barcelone, Spain.

Schyns, M., & Lurkin, V. (2013). The Airline Container Loading Problem with Pickup & Delivery and Multi Doors. In 53rd AGIFORS Annual Proceedings 2013: Annual Symposium and Study Group Meeting. AGIFOR.
Peer reviewed

Lurkin, V., & Schyns, M. (02 July 2013). The Airline Container Loading Problem with Pickup and Delivery. Paper presented at 26th European Conference on Operational Research, ROME, Italy.

Schyns, M. (July 2013). A branch and price approach for an airport vehicle routing problem. Paper presented at 26th European Conference on Operational Research (Euro 2013), Roma, Italy.

Paquay, C., Schyns, M., & Limbourg, S. (July 2013). An exact formulation for the three-dimensional bin-packing with transportation constraints. Paper presented at 26th European Conference on Operational Research.

Lurkin, V., & Schyns, M. (15 March 2013). Automatic Aircraft Cargo Load Planning with Pick-up and Delivery. Paper presented at 14ème conférence ROADEF de la Société Française de Recherche Opérationnelle et Aide à la Décision, Troyes, France.

Lurkin, V., & Schyns, M. (07 February 2013). Automatic Aircraft Cargo Load Planning with Pick-up and Delivery. Paper presented at 27th Annual Conference of the Belgian Operational Research Society, Kortrijk, Belgium.

Kleyntssens, T., Limbourg, S., & Schyns, M. (2012). Automatic Cargo Load Planning: Special shipments. In ILS 2012 Proceedings (pp. 7).
Peer reviewed

Paquay, C., Schyns, M., & Limbourg, S. (2012). Three dimensional Bin Packing Problem applied to air cargo. In ILS 2012 Proceedings (pp. 9).
Peer reviewed

Paquay, C., Limbourg, S., & Schyns, M. (2012). Optimisation 3D du chargement de conteneurs pour le transport aérien. In LigéRO (Ed.), Proceedings ROADEF 2013 (LigéRO - Université d'Angers).
Peer reviewed

Schyns, M., Limbourg, S., & Kleyntssens, T. (April 2012). Chargement de marchandises dans un avion cargo: le cas des marchandises nécessitant des précautions particulières. Paper presented at 13ème Congrès de la Société française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF), Angers, France.

Kleyntssens, T., Limbourg, S., & Schyns, M. (02 February 2012). An Integer Programming model for air transport of hazardous and special shipments. Paper presented at 26th annual conference of the Belgian Operations Research Society, Brussels, Belgium.

Paquay, C., Schyns, M., & Limbourg, S. (02 February 2012). Three dimensional Bin Packing Problem applied to air transport. Paper presented at 26th Annual Conference of the Belgian Operations Research Society, Brussels, Belgium.

Schyns, M., Limbourg, S., & Laporte, G. (2012). How to optimally load a set of containers into an aircraft. Eprint/Working paper retrieved from https://orbi.uliege.be/2268/111168.

Limbourg, S., Schyns, M., & Laporte, G. (2012). Automatic Aircraft Load Planning. Journal of the Operational Research Society, 63, 1271–1283. doi:10.1057/jors.2011.134
Peer Reviewed verified by ORBi

Paquay, C., Schyns, M., & Limbourg, S. (15 December 2011). Three Dimensional Bin Packing Problem applied to air cargo. Paper presented at Le Colloque International sur les Systèmes Industriels et Logistiques « SIL 2011 », Casablanca, Morocco.

Kleyntssens, T., Limbourg, S., & Schyns, M. (15 December 2011). Chargement d’un avion cargo : le cas des marchandises nécessitant des précautions particulières. Paper presented at 3è Colloque International "Systèmes Industriels et Logistiques" 2011, Casablanca, Morocco.

Limbourg, S., & Schyns, M. (2011). Les défis du transport de fret. La Libre Belgique.

Limbourg, S., & Schyns, M. (2011). Automatic Cargo Load Planning: Special shipments. In E. Cornelis (Ed.), Proceedings of the BIVEC-GIBET Transport Research Day 2011. Namur, Belgium: University Press.

Limbourg, S., & Schyns, M. (25 May 2011). Automatic Cargo Load Planning: Special shipments. Paper presented at Transport Research Day, Namur, Belgium.

Schyns, M., & Limbourg, S. (May 2011). Aircraft Cargo AutoLoad. Paper presented at UGR-GreatRoad (Interreg IV), Liège, Belgium.

Limbourg, S., & Schyns, M. (18 April 2011). Planification automatique de chargements d'avions cargo. Paper presented at Séminaire du GRT, Namur, Belgium.

Schyns, M. (April 2011). Identification du profil du consommateur par datamining.

Limbourg, S., Schyns, M., & Laporte, G. (2011). Automatic Cargo Load Planning. In Proceedings (pp. 22).
Peer reviewed

Schyns, M. (2010). Introduction à l'informatique en Sciences Sociales. (ULiège - Université de Liège, INFO0112-1 Introduction à l'informatique en sciences sociales). Liège, Belgium: Presses de l'Université de Liège.

Schyns, M., Haesbroeck, G., & Critchley, F. (April 2010). RelaxMCD: smooth optimisation for the Minimum Covariance Determinant estimator. Computational Statistics and Data Analysis, 54 (4), 843-857. doi:10.1016/j.csda.2009.11.005
Peer Reviewed verified by ORBi

Schyns, M., Crama, Y., & Hübner, G. (2010). Optimal selection of a portfolio of options under Value-at-Risk constraints: a scenario approach. Annals of Operations Research, 181, 683-708. doi:10.1007/s10479-009-0636-y
Peer Reviewed verified by ORBi

Critchley, F., Schyns, M., Haesbroeck, G., Fauconnier, C., Lu, G., Atkinson, R. A., & Wang, D. Q. (January 2010). A relaxed approach to combinatorial problems in robustness and diagnostics. Statistics and Computing, 20 (1), 99-115. doi:10.1007/s11222-009-9119-x
Peer Reviewed verified by ORBi

Schyns, M. (2010). A robust heuristic for the optimal selection of a portfolio of stocks. International Journal of Operational Research, 9 (3), 258-271. doi:10.1504/IJOR.2010.035520
Peer Reviewed verified by ORBi

Pironet, T., Crama, Y., Arda, Y., Schyns, M., Rosso, V., Kronus, D., Wauthelet, Y., Lange, J.-C., & Tran, V. (2009). RAPPORT DE RECHERCHE SUR UNE APPLICATION DE GESTION DE LA COLLABORATION DU SERVICE EXPÉDITION DU CHARGEUR AVEC LE TRANSPORTEUR. -.

Schyns, M. (2009). Informatique en Sciences de Gestion et en Sciences Economiques - Niveau 2. (ULiège - Université de Liège, INFO0074-1 Informatique en sciences économiques et de gestion). Liège, Belgium: Presses de l'Université de Liège.

Pironet, T., Crama, Y., Arda, Y., Schyns, M., Rosso, V., & Kronus, D. (2009). RAPPORT INTERNE : REVUE DE LITTERATURE SUR LA GESTION DES RESSOURCES RÉUTILISABLES ET DES MÉTHODES D’OPTIMISATION. RW.

Schyns, M., Hübner, G., & Crama, Y. (2009). Alternative to the Mean-Variance Asset Allocation Analysis: A Scenario Methodology for Portfolio Selection. In G. N. Gregoriou (Ed.), Stock Market Volatility (pp. 231-254). Boca Raton, United States: Taylor & Francis Group. doi:10.1201/9781420099553-18

Pironet, T., Crama, Y., Arda, Y., Schyns, M., Rosso, V., & Kronus, D. (2009). RAPPORT DE RECHERCHE SUR L’OPTIMISATION DU ROUTAGE ET DU CHARGEMENT DE VEHICULES.

Schyns, M. (December 2008). Systèmes d'information de gestion modernes.

Schyns, M. (2008). Robust Portfolio Selection. In JSM Proceedings, Statistical Computing Section. Alexandria, United States: American Statistical Association.
Peer reviewed

Schyns, M. (2005). Informatique en Sciences de Gestion. (ULiège - Université de Liège, INFO2043-1 Introduction à l'informatique en Sciences de Gestion - Niveau 1). Liège, Belgium: Presses de l'Université de Liège.

Schyns, M., Crama, Y., & Hübner, G. (2005). Grafting Information in Scenario Trees: Application to Option Prices. Eprint/Working paper retrieved from https://orbi.uliege.be/2268/117269.

Louveaux, F., & Schyns, M. (2004). Solving the m-TSP Problem with Stochastic or Time Dependent Demands. In S. Opasanon & E. Miller-Hooks (Eds.), Proceedings of TRISTAN V (Triennial Symposium on Transportation Analysis) (pp. 2).
Peer reviewed

Critchley, F., Schyns, M., Haesbroeck, G., Kinns, D., Atkinson, R. A., & Lu, G. (2004). The case sensitivity function approach to diagnostic and robust computation: a relaxation strategy. In J. Antoch, COMPSTAT 2004: Proceedings in Computational Statistics (pp. 113-125). Heidelberg, Germany: Physica-Verlag.
Peer reviewed

Crama, Y., & Schyns, M. (01 November 2003). Simulated annealing for complex portfolio selection problems. European Journal of Operational Research, 150 (3), 546-571. doi:10.1016/S0377-2217(02)00784-1
Peer Reviewed verified by ORBi

Farebrother, R. W., & Schyns, M. (2002). Visualizing Statistical Models and Concepts. New York, United States: Marcel Dekker, Inc.

Schyns, M. (2001). Modelling Financial Data and Portfolio Optimization Problems. Unpublished doctoral thesis, ULiège - Université de Liège.
Jury: Crama, Y. (Promotor), Corhay, A., Hübner, G., Roubens, M., Hallerbach, W. G., & Kolen, A. W. J.

Schyns, M. (1997). Les réseaux de neurones: principes et applicatioàn à la détection financière des faillites. Eprint/Working paper retrieved from https://orbi.uliege.be/2268/115051.

Justens, D., & Schyns, M. (1997). Théorie stochastique de la décision d'investissement. Bruxelles, Belgium: De Boeck & Larcier.

Schyns, M. (1993). Prétraitement de données en reconnaissance de formes par RNA. Unpublished master thesis, ULiège - Université de Liège.
Jury: Destiné, J. (Promotor), Gribomont, P., & Fombellida, M.

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