Namur Institute for Complex Systems

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    Belgium

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2020

Koopman operator theory for infinite-dimensional systems: Extended Dynamic Mode Decomposition and identification of nonlinear PDEs

Mauroy, A., 2020, [Provisoire] Proceedings of the 24th International Symposium on Mathematical Theory of Networks and Systems (MTNS).

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2019

Developing and deploying a taxi price comparison mobile app in the wild: Insights and challenges

Noulas, A., Salnikov, V., Hristova, D., Mascolo, C. & Lambiotte, R., 31 Jan 2019, Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018. Eliassi-Rad, T., Wang, W., Cattuto, C., Provost, F., Ghani, R. & Bonchi, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 424-430 7 p. 8631455. (Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018).

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Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer

Gulina, M. & Mauroy, A., 19 Mar 2019, Book of Abstracts : 38th Benelux Meeting on Systems and Control. Patrinos, P., Markovsky, I., Michiels, W., Swevers, J. & Waldherr, S. (eds.). KU Leuven, p. 42 211 p.

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Investigation of Cyclic Ligand Inhibiting CD2-CD58 Interactions Using Molecular Dynamics and Molecular Docking Approaches - COMP579

Vercauteren, D., Leherte, L., Laurent, A. & Jacquemin, D., Apr 2019, Abstracts of the 2557th Annual Meeting and Exposition of the American Chemical Society.

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Light scattering spectroscopy combined with Principal Component Analysis for animal species identification in historical parchments

Fernandez Alvarez, A. M., Mayer, A. & Deparis, O., 1 Jan 2019, Novel Optical Materials and Applications, NOMA 2019. OSA - The Optical Society, 2 p. NoT2B.4. (Optics InfoBase Conference Papers; vol. Part F135-NOMA 2019).

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Possible 3D configurations of RV-detected extrasolar systems

Libert, A-S., Volpi, M. & Roisin, A., 2019, Abstracts of Extreme Solar Systems 4 (Reykjavik, Iceland). Bulletin of the American Astronomical Society

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Open Access
2018

Clot waveform analysis for measuring and quantifying fibrin clot formation

Evrard, J., Siriez, R., Themans, P., Laloy, J., Mullier, F., Dogne, J-M. & Douxfils, J., 5 Jul 2018, JTH - Journal of thrombosis and haemostasis: Research and pratice in thrombosis and haemostasis. issue S1 ed. Vol. 2. PB582

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Dual systems identification methods based on Koopman operator theory

Mauroy, A. & Goncalves, J., Sep 2018, Proceedings of the SICE Conference. p. 64-67 4 p.

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Influence of Protein-Solvent Interactions on the Molecular Dynamics of Reduced Point Charge Models of Proteins - COMP5

Leherte, L. & Vercauteren, D., 2018, Abstracts of the 255th Annual Meeting and Exposition of the American Chemical Society. ACS

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Intrinsic Flexibility of the μ Opioid Receptor through Multiscale Modelling Approaches - COMP403

Vercauteren, D., Fossepre, M., Leherte, L. & Laaksonen, A., 2018, Abstracts of the 255th Annual Meeting and Exposition of the American Chemical Society. ACS

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Introduction to the Koopman operator in Systems and Control

Mauroy, A. & Susuki, Y., Sep 2018, Proceedings of the SICE Conference. p. 59-63 5 p.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

On LQG control of stochastic port-Hamiltonian systems on infinite-dimensional spaces

Lamoline, F. & Winkin, J., 2018, On LQG control of stochastic port-Hamiltonian systems on infinite-dimensional spaces. In proceedings of the 23rd Symposium on Mathematical Theory of Networks and Systems, p. 197-203 7 p.

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On the stability of 3D exoplanetary systems

Volpi, M., Libert, A-S. & Roisin, A., 2018, European Planetary Science Congress 2018. Vol. 12. 2 p.

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Physical models from noncommutative causality

Franco, N., 3 Aug 2018, proceedings of the 6th International Conference on New Frontiers in Physics (ICNFP 2017). EPJ Web of Conferences ed. EDP Sciences, Vol. 182. 9 p. 02043

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Quantum Neural Networks Achieving Quantum Algorithms

Nicolay, D. & Carletti, T., 2 May 2018, Artificial Life and Evolutionary Computation - 12th Italian Workshop, WIVACE 2017, Revised Selected Papers. Pelillo, M., Poli, I., Slanzi, D., Serra, R., Villani, M. & Roli, A. (eds.). Springer, Vol. 830. p. 3-15 13 p. (Communications in Computer and Information Science; vol. 830).

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Spectral identification of networks with inputs

Mauroy, A. & Hendrickx, J. M., 18 Jan 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 469–474 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

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Spying on chaos-based cryptosystems with reservoir computing

Antonik, P., Gulina, M., Pauwels, J., Rontani, D., Haelterman, M. & Massar, S., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. IEEE, Vol. 2018-July. p. 1-7 7 p. 8489102. (2018 International Joint Conference on Neural Networks (IJCNN)).

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The Lorentzian distance formula in noncommutative geometry

Franco, N., 22 Feb 2018, Proceedings of the meeting "Non-Regular Spacetime Geometry". 1 ed. IOP Publishing Ltd., Vol. 968. 11 p. 012005. (Journal of Physics: Conference Series).

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UV to near-infrared broadband pyramidal absorbers via a genetic algorithm optimization approach

Mayer, A. & Lobet, M., 2018, Proceedings of SPIE. Zayats, A. V., Boardman, A. D. & MacDonald, K. F. (eds.). Vol. 10671. p. 1067127-1 11 p. 1067127

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Open Access

Worst-case evaluation complexity and optimality of second-order methods for nonconvex smooth optimization

Cartis, C., Gould, N. I. M. & Toint, P., 1 Jan 2018, Invited Lectures. Sirakov, B., de Souza, P. N. & Viana, M. (eds.). World Scientific Publishing Co Pte Ltd, p. 3729-3768 40 p. (Proceedings of the International Congress of Mathematicians, ICM 2018; vol. 4).

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2017

Design of a synthetic population of geostationary space debris by statistical means

Petit, A., Casanova, D., Dumont, M. & Lemaitre, A., 2017, Spaceflight Mechanics 2017. Univelt Inc., Vol. 160. p. 3451-3462 12 p.

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Determination of a weak value in an interferometric experiment and connection with non-Hermitian operators.

Remy, M., Cormann, M., Kolaric, B. & Caudano, Y., 2017, Quantum Information and Measurement (QIM) 2017. OSA - The Optical Society, Vol. Part F73-QIM 2017. 2 p. QT6A.28

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How can periodic orbits puzzle out the coexistence of terrestrial planets with giant eccentric ones?

Antoniadou, K. I. & Libert, A-S., 2017, European Planetary Science Congress 2017, held 17-22 September, 2017 in Riga Latvia. 2 p.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Importance of the order of the modules in TransMob [Huynh et al., 2015]

Dumont, M., Barthelemy, J., Carletti, T. & Huynh, N., 1 Jan 2017, Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017: Modelling and Simulation Society of Australia and New Zealand. Syme, G., MacDonald, D. H., Fulton, B. & Piantadosi, J. (eds.). p. 811-817 7 p. (Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017).

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Influence of resonant periodic orbits on the formation of giant planetary systems

Libert, A-S., Sotiriadis, S. & Antoniadou, K., 2017, DDA meeting #48, id.102.02.

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Nice port-Hamiltonian systems are Riesz-spectral systems

Lamoline, F. & Winkin, J., 2017, Preprints of the 20th IFAC Wolrd Congress. IFAC, p. 695-699 5 p.

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Polarization entangled photons reveal a geometric origin of weak values in a quantum eraser experiment

Cormann, M., Remy, M., Kolaric, B. & Caudano, Y., 2017, Quantum Information and Measurement, QIM 2017. The Optical Society, Vol. Part F73-QIM 2017.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Robustness of artificial neural network and discrete choice modelling in presence of unobserved variables

Dumont, M., Barthelemy, J. & Carletti, T., 1 Jan 2017, Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017: Modelling and Simulation Society of Australia and New Zealand. Syme, G., MacDonald, D. H., Fulton, B. & Piantadosi, J. (eds.). p. 480-486 7 p. (Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017).

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Temporal Pattern of (Re)Tweets Reveal Cascade Migration

Bhowmick, A. K., Gueuning, M., Delvenne, J-C., Lambiotte, R. & Mitra, B., 31 Jul 2017, Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017. Diesner, J., Ferrari, E. & Xu, G. (eds.). New York, NY, USA: ACM Press, p. 483-488 6 p. (ASONAM '17).

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‘Dark Germany’: Hidden patterns of participation in online far-right protests against refugee housing

Schelter, S. & Kunegis, J., 2017, Social Informatics - 9th International Conference, SocInfo 2017, Proceedings. Springer Verlag, Vol. 10539 LNCS. p. 277-288 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10539 LNCS).

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

2016

Coupled tensor decomposition: A step towards robust components

Genicot, M., Absil, P. A., Lambiotte, R. & Sami, S., 28 Nov 2016, 2016 24th European Signal Processing Conference, EUSIPCO 2016. European Signal Processing Conference, EUSIPCO, Vol. 2016-November. p. 1308-1312 5 p. 7760460

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Does Training Lead to the Formation of Modules in Threshold Networks?

Nicolay, D., Andrea, R. & Carletti, T., 1 May 2016, Proceedings of ECCS 2014: European Conference on Complex Systems. Springer, p. 181-192 12 p. (Springer Proceedings in Complexity).

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Formation of terrestrial planets in eccentric and inclined giant-planet systems

Sotiriadis, S., Libert, A-S. & Raymond, S. N., 2016, DPS meeting #48, id.105.01.

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Going beyond GDP to nowcast Well-Being using retail market data

Guidotti, R., Coscia, M., Pedreschi, D. & Pennacchioli, D., 2016, Advances in Network Science - 12th International Conference and School, NetSci-X 2016, Proceedings. Springer Verlag, Vol. 9564. p. 29-42 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9564).

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Habitability of planets on eccentric orbits: limits of the mean flux approximation

Bolmont, É., Libert, A-S., Leconte, J., Selsis, F., Turbet, M. & Forget, F., 2016, Geophysical Research Abstracts, volume 18, EGU2016-382-1.

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The Haka network: Evaluating rugby team performance with dynamic graph analysis

Cintia, P., Coscia, M. & Pappalardo, L., 21 Nov 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1095-1102 8 p. 7752377

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“Le dialogue science-théologie chez Pierre Teilhard de Chardin et Jean Ladrière”

Lambert, D., 2016, Pierre Teilhard de Chardin face à ses contradicteurs. Actes du colloque des 18 et 19 mars 2016, Centre Sèvres (sous la direction de Ph. Capelle-Dumont et F. Euvé) . Paris: Parole et Silence, p. 83-101

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2015

Analysis of metapopulation Epidemic process on arbitrary networks

Takaguchi, T. & Lambiotte, R., 1 Nov 2015, IFAC Proceedings Volumes (IFAC-PapersOnline). 18 ed. IFAC Secretariat, Vol. 48. p. 141-145 5 p.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Behavioral entropy and profitability in retail

Guidotti, R., Coscia, M., Pedreschi, D. & Pennacchioli, D., 2 Dec 2015, Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015. Institute of Electrical and Electronics Engineers Inc., 7344821

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Dynamical analysis of a biochemical reactor distributed parameter model with time delay

Drame, A. K., Dochain, D. & Winkin, J. J., 25 Mar 2015, 2007 European Control Conference, ECC 2007. Institute of Electrical and Electronics Engineers Inc., p. 5003-5007 5 p. 7069030

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Formation of giant planetary systems: effect of the eccentricity and inclination damping

Sotiriadis, S., Libert, A-S., Bitsch, B. & Crida, A., 2015, id.EPSC2015-322.

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Formation of giant planetary systems with consistent eccentricity and inclination damping

Libert, A-S., Sotiriadis, S., Bitsch, B. & Crida, A., 2015, American Astronomical Society, ESS meeting #3, id.105.01. BAAS volume 47 #6.

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Habitability of planets on eccentric orbits: limits of the mean flux approximation?

Bolmont, É., Libert, A-S., Leconte, J. & Selsis, F., 2015, id.EPSC2015-172.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Habitability of planets on eccentric orbits: limits of the mean flux approximation?

Bolmont, É., Libert, A-S., Leconte, J. & Selsis, F., 2015, Pathways Towards Habitable Planets, id.34.

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Local variation of collective attention in hashtag spike trains

Sanli Cakir, C. & Lambiotte, R., 22 Apr 2015, AAAI Workshop - Technical Report: Ninth International AAAI Conference on Web and Social Media: Papers from the 2015 ICWSM Workshop. AI Access Foundation, Vol. WS-15-17. p. 8-12 5 p.

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RankMerging: Apprentissage supervisé de classements pour la prédiction de liens dans les grands réseaux sociaux

Translated title of the contribution: RankMerging: A supervised learning-to-rank for predicting links in large-scale social networksTabourier, L., Libert, A-S. & Lambiotte, R., 1 Jan 2015, Extraction et Gestion des Connaissances, EGC 2015. Cambridge University Press, Vol. E.28. p. 395-400 6 p.

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Tidal formation of Hot Jupiters in binary star systems

Bataille, M., Libert, A-S. & Correia, A. C. M., 2015, id.EPSC2015-142.

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Un modèle liant caractéristiques socio-économiques et territoriales et mobilité : quelques résultats

Cornelis, E., Hollaert, L., GRANDJEAN, M. & LECLERCQ, A., Jan 2015, Proceedings congrès ATEC ITS France 2015 : les rencontres de la mobilité intelligente. Paris: ATEC-ITS France, 10 p.

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Open Access
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2014

Are anomalous cosmic flows a challenge for LCDM?

Bouillot, V., Alimi, J. M., Rasera, Y. & Füzfa, A., 2014, Springer Proceedings in Physics. Springer Science and Business Media, LLC, Vol. 145. p. 89-95 7 p.

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Face-to-Face Discussions: Networking or Opinions Exchange?

Righi, S. & Carletti, T., Jan 2014, Proceedings of the European Conference on Complex Systems 2012. Gilbert, T., Kirkilionis, M. & Nicolis, G. (eds.). Springer, Vol. XVII. p. 819-826 7 p. (Springer Proceedings in Complexity).

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