LAMSADE
Rukoz Marta
Full Professor
Publications
Articles
Ben Hamida S., Hmida H., Borgi A., Rukoz M. (2021), Adaptive sampling for active learning with genetic programming, Cognitive Systems Research, vol. 65, p. 23-39 
Ben M’Barek M., Hmida H., Borgi A., Rukoz M. (2021), GA-PPI-Net Approach vs Analytical Approaches for Community Detection in PPI Networks, Procedia Computer Science, vol. 192, p. 903-912
Cardinale Y., El Haddad J., Manouvrier M., Rukoz M. (2019), Fuzzy ACID properties for self-adaptive composite cloud services execution, Concurrency and Computation, vol. 31, n°2, p. e4360
Hmida H., Ben Hamida S., Borgi A., Rukoz M. (2018), Scale Genetic Programming for large Data Sets: Case of Higgs Bosons Classification, Procedia Computer Science, vol. 126, p. 302-311
Angarita Arocha R., Rukoz M., Cardinale Y. (2016), Modeling dynamic recovery strategy for composite web services execution, World Wide Web, vol. 19, n°1, p. 89-109
Cardinale Y., Angarita Arocha R., Rukoz M. (2014), Reliable Composite Web Services Execution: Towards a Dynamic Recovery Decision, Electronic Notes in Theoretical Computer Science, vol. 302, p. 5-28
Angarita Arocha R., Cardinale Y., Rukoz M. (2012), FACETA*: Checkpointing for Transactional Composite Web Service Execution based on Petri-Nets, Procedia Computer Science, vol. 10, p. 874-879
Cardinale Y., Manouvrier M., Rukoz M., El Haddad J. (2011), CPN-TWS: A Coloured Petri-Net Approach for Transactional-QoS Driven Web Service Composition, International Journal of Web and Grid Services, vol. 7, n°1, p. 91-115
Rukoz M., Hoang N., Gouet-Brunet V., Manouvrier M. (2010), Embedding spatial information into image content description for scene retrieval, Pattern Recognition, vol. 43, n°9, p. 3013-3024
El Haddad J., Manouvrier M., Rukoz M. (2010), TQoS: Transactional and QoS-Aware Selection Algorithm for Automatic Web Service Composition, IEEE Transactions on Services Computing, vol. 3, n°1, p. 73-85
Gouet-Brunet, V., Manouvrier M., Rukoz M. (2008), Synthèse sur les modèles de représentation des relations spatiales dans les images symboliques, Revue des nouvelles technologies de l'information, vol. vol. RNTI-E-14, p. 18-52
Jomier G., Manouvrier M., Rukoz M. (2006), Delta-distance: A family of dissimilarity metrics between images represented by multi-level feature vectors, Information Retrieval Journal, vol. 9, n°6, p. 633-655
Manouvrier M., Jomier G., Rukoz M. (2002), Quadtree representations for storage and manipulation of clusters of images, Image and Vision Computing, vol. 20, n°7, p. 513--527
Jomier G., Manouvrier M., Rukoz M. (2000), Storage and Management of Similar Images, Journal of the Brazilian Computer Society, vol. 3, n°6, p. 13--26
Chapitres d'ouvrage
Abdessalem T., Bauzer-Medeiros C., Cellary W., Manouvrier M., Rukoz M., Zamfiroiu M. (2019), Les Versions de Bases de Données, in Isabelle Huault, Bruno Bouchard, 50 ans de recherche à Dauphine : Hier, Aujourd'hui et Demain, Paris: Université Paris-Dauphine, p. 44-48
El Haddad J., Manouvrier M., Rukoz M. (2019), Construction Automatique d'Applications Internet Complexes, in Isabelle Huault, Bruno Bouchard, 50 ans de Recherche à Dauphine : HIer, Aujourd'hui et Demain, Paris: Université Paris-Dauphine, p. 184-186
Cardinale Y., El Haddad J., Manouvrier M., Rukoz M. (2011), Transactional-Aware Web Service Composition: A Survey Transactional-Aware Web Service Composition: A Survey, in Stephan Reiff-Marganiec and Marcel Tilly, Handbook of Research on Service-Oriented Systems and Non-Functional Properties: Future Directions IGI Global, p. 116-141
Jomier G., Manouvrier M., Rukoz M. (2005), Quadtree-Based Image Representation and Retrieval, in Vassilakopoulos, M., Spatial Databases: Technologies, Techniques and Trend, Hershey: IGI Global, p. 81-106
Communications avec actes
Braikia H., Ben Hamida S., Rukoz M. (2024), Random Forest Classifier for Marine Biodiversity Analysis, in , 2024 International Conference on Intelligent Systems and Computer Vision (ISCV), IEEE - Institute of Electrical and Electronics Engineers, 1-8 p.
Ben M'barek M., Ben Hamida S., Borgi A., Rukoz M. (2024), Evolutionary Graph-Clustering vs Evolutionary Cluster-Detection Approaches for Community Identification in PPI Networks, in Inès Saad ; Camille Rosenthal-Sabroux ; Faiez Gargouri ; Salem Chakhar ; Nigel Williams ; Ella Haig, Advances in Information Systems, Artificial Intelligence and Knowledge Management, Springer Nature Switzerland, 98-113 p.
Ben M'barek M., Hmida H., Borgi A., Rukoz M. (2024), Evolutionary Graph-Clustering vs Evolutionary Cluster-Detection Approaches for Community Identification in PPI Networks, in Inès Saad ; Camille Rosenthal-Sabroux ; Faiez Gargouri ; Salem Chakhar ; Nigel Williams ; Ella Haig, Advances in Information Systems, Artificial Intelligence and Knowledge Management, Berlin Heidelberg, Springer International Publishing, 98-113 p.
Ben M'barek M., Ben Hamida S., Borgi A., Rukoz M. (2021), GA-PPI-Net Approach vs Analytical Approaches for Community Detection in PPI Networks, in , Amsterdam, Elsevier, 903-912 p.
Bousselmin K., Ben Hamida S., Rukoz M. (2020), Bi-objective CSO for Big Data ScientificWorkflows scheduling in the Cloud: case of LIGO workflow, in , 15th International Conference on Software Technologies (ICSOFT 2020), SciTePress, 615-624 p.
Ben M'barek M., Borgi A., Ben Hmida S., Rukoz M. (2020), Generic GA-PPI-Net: Generic Evolutionary Algorithm to Detect Semantic and Topological Biological Communities, in Marten van Sinderen, Hans-Georg Fill, Leszek Maciaszek, 15th International Conference on Software Technologies (ICSOFT 2020), SciTe Press, 295-306 p.
Manouvrier M., Pautasso C., Rukoz M. (2020), Microservice Disaster Crash Recovery: A Weak Global Referential Integrity Management, in Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, Computational Science – ICCS 2020, Springer International Publishing, 482-495 p.
Ben M'barek M., Borgi A., Ben Hmida S., Rukoz M. (2020), GA-PPI-Net: A Genetic Algorithm for Community Detection in Protein-Protein Interaction Networks, in Marten van Sinderen, Leszek A. Maciaszek, Software Technologies, 14th International Conference, ICSOFT 2019, Springer International Publishing, 133-155 p.
Ben M'barek M., Borgi A., Ben Hamida S., Rukoz M. (2019), Genetic Algorithm to Detect Different Sizes’ Communities from Protein-Protein Interaction Networks, in M. van Sinderen, L. Maciaszek, Proceedings of the 14th International Conference on Software Technologie, SciTe Press, 359-370 p.
Hmida H., Ben Hamida S., Borgi A., Rukoz M. (2019), Genetic Programming over Spark for Higgs Boson Classification, in W. Abramowicz, R. Corchuelo, Business Information Systems, 22nd International Conference, BIS 2019, Paris, Springer, 300-312 p.
Hmida H., Ben Hamida S., Borgi A., Rukoz M. (2019), A new adaptive sampling approach for Genetic Programming, in Plamen Angelov, Jaouad Boumhidi, Hani Hagras, 2019 Third International Conference on Intelligent Computing in Data Sciences (ICDS), Marrakech, IEEE - Institute of Electrical and Electronics Engineers, 1-8 p.
Soltane M., Cardinale Y., Angarita Arocha R., Rosse P., Rukoz M., Makhlouf D. (2018), A Self-adaptive Agent-based System for Cloud Platforms, in Mohammed Amroune, 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS 2018), Tebessa, IEEE - Institute of Electrical and Electronics Engineers, 1-8 p.
Cardinale Y., Guehis S., Rukoz M. (2017), Big Data Analytic Approaches Classification, in Jorge Cardoso; Leszek Maciaszek; Marten van Sinderen; Enrique Cabello, Proceedings of the 12th International Conference on Software Technologies 2017, SciTePress, 151-162 p.
Cardinale Y., Guehis S., Rukoz M. (2017), Classifying Big Data Analytic Approaches: A Generic Architecture, in Enrique Cabello, Jorge Cardoso, Leszek A. Maciaszek, Marten van Sinderen, Software Technologies,12th International Joint Conference (ICSOFT 2017), Berlin Heidelberg, Springer International Publishing, 268-295 p.
Hmida H., Ben Hamida S., Borgi A., Rukoz M. (2017), Sampling Methods in Genetic Programming Learners from Large Datasets: A Comparative Study, in Plamen Angelov, Yannis Manolopoulos, Lazaros Iliadis, Asim Roy, Marley Vellasco, Advances in Big Data : Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece, Springer International Publishing, 50-60 p.
Angarita Arocha R., Manouvrier M., Rukoz M. (2016), An Agent Architecture to Enable Self-healing and Context-aware Web of Things Applications, in Muthu Ramachandran ; Gary Wills; Robert Walters ; Víctor Méndez Muñoz and Victor Chang, Proceedings of the International Conference on Internet of Things and Big Data (IoTBD 2016), SciTePress, 82-87 p.
Angarita R., Rukoz M., Manouvrier M., Cardinale Y. (2016), A Knowledge-based Approach for Self-healing Service-oriented Applications, in Richard Chbeir, Rajeev Agrawal, Ismail Biskri, 8th International ACM Conference on Management of Digital EcoSystems (MEDES'16), New York, Association Française de Marketing, 1-8 p.
Hmida H., Ben Hamida S., Borgi A., Rukoz M. (2016), Hierarchical Data Topology Based Selection for Large Scale Learning, in Didier El Baz, Julien Bourgeois, 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), IEEE - Institute of Electrical and Electronics Engineers, 1221-1226 p.
Cardinale Y., El Haddad J., Manouvrier M., Rukoz M. (2016), Measuring Fuzzy Atomicity for Composite Service Execution, in Irfan Awan and Muhammad Younas, OBD 2016 : The 2nd International Conference on Open and Big Data. Proceedings, IEEE - Institute of Electrical and Electronics Engineers, 62-71 p.
Hmida H., Ben Hamida S., Borgi A., Rukoz M. (2016), Sampling Methods in Genetic Programming Learners from Large Datasets: A Comparative Study, in Plamen Angelov, Yannis Manolopoulos, Lazaros Iliadis, Asim Roy, Marley Vellasco, Advances in Big Data Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece, Springer, 50-60 p.
Ben Hamida Mrabet S., Rukoz M. (2016), Tuning Active Sampling Techniques for Evolutionary Learner from Big Data Sets: Review and Discussion, in Didier El Baz, Julien Bourgeois, Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), 2016 Intl IEEE Conferences, IEEE - Institute of Electrical and Electronics Engineers, 1206-1213 p.
Angarita Arocha R., Manouvrier M., Rukoz M. (2015), Dynamic Composite Web Service Execution by Providing Fault-Tolerance and QoS Monitoring, in Farouk Toumani, Barbara Pernici, Daniela Grigori, Djamal Benslimane, Jan Mendling, Nejib Ben Hadj-Alouane, Brian Blake, Olivier Perrin, Iman Saleh Moustafa, Sami Bhiri, Service-Oriented Computing - ICSOC 2014 Workshops. WESOA; SeMaPS, RMSOC, KASA, ISC, FOR-MOVES, CCSA and Satellite Events, Paris, France, November 3-6, 2014, Revised Selected Papers, Springer, 371-377 p.
Angarita Arocha R., Manouvrier M., Rukoz M. (2015), A Framework for Transactional Service Selection Based on Crowdsourcing, in Muhammad Younas, Irfan Awan, Massimo Mecella, Mobile Web and Intelligent Information Systems. 12th International Conference, MobiWis 2015, Rome, Italy, August 24-26, 2015, Proceedings, Springer, 137-148 p.
Zaragoza D., Cardinale Y., Rukoz M. (2015), SimSearch: similarity search framework based on indexing techniques in metric spaces, in Richard Chbeir, Yannis Manolopoulos, Victor Pellegrini Mammana, Eduardo Antonio Modena, Agma J. M. Traina, Oscar Salviano Silva Filho, Youakim Badr, Frédéric Andrès, MEDES '15 Proceedings of the 7th International Conference on Management of computational and collective intElligence in Digital EcoSystems, Caraguatatuba, Brazil, Association Française de Marketing, 90-97 p.
Cardinale Y., El Haddad J., Manouvrier M., Rukoz M. (2013), Web Service Composition Based on Petri Nets: Review and Contribution, in Zoé Lacroix, Edna Ruckhaus, Maria-Esther Vidal, Resource Discovery. 5th International Workshop, RED 2012, Co-located with the 9th Extended Semantic Web Conference, ESWC 2012, Heraklion, Greece, May 27, 2012, Revised Selected Papers, Berlin Heidelberg, Springer, 83-122 p.
Angarita Arocha R., Cardinale Y., Rukoz M. (2013), Dynamic recovery decision during composite web services execution, in Latif Ladid, Antonio Montes, Peter A. Bruck, Fernando Ferri, Richard Chbeir, MEDES '13 Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems, New York, Association Française de Marketing, 187-194 p.
Cardinale Y., Rukoz M., Angarita Arocha R. (2013), Modeling Snapshot of Composite WS Execution by Colored Petri Nets, in Zoé Lacroix, Edna Ruckhaus, Maria-Esther Vidal, Resource Discovery. 5th International Workshop, RED 2012, Co-located with the 9th Extended Semantic Web Conference, ESWC 2012, Heraklion, Greece, May 27, 2012, Revised Selected Papers, Springer, 23-44 p.
Gouet-Brunet V., Hoang N., Rukoz M. (2013), Object detection and localization using a knowledge graph on spatial relationships, in A. El-Saddik, H. Wang, G. Su, 2013 IEEE International Conference on Multimedia and Expo (ICME), San Jose, CA, USA, IEEE - Institute of Electrical and Electronics Engineers, 1-6 p.
Angarita Arocha R., Cardinale Y., Rukoz M. (2012), FaCETa: Backward and Forward Recovery for Execution of Transactional Composite WS, in Elena Simperl, Barry Norton, Dunja Mladenic, Emanuele Della ValleIrini Fundulaki, Alexandre Passant, Raphaël Troncy, The Semantic Web: ESWC 2012 Satellite Events ESWC 2012 Satellite Events, Heraklion, Crete, Greece, May 27-31, 2012. Revised Selected Papers, Heraklion, Springer, 343-347 p.
Blanco E., Cardinale Y., Vidal M-E., El Haddad J., Manouvrier M., Rukoz M. (2012), A Transactional-QoS Driven Approach for Web Service Composition, in Zoé Lacroix, María Esther Vidal, Resource Discovery. Third International Workshop, RED 2010, Paris, France, November 5, 2010, Revised Selected Papers, Springer, 23-42 p.
Manouvrier M., Blanco E., Cardinale Y., Rukoz M., El Haddad J., Vidal M-E. (2012), A Transactional-QoS Driven Approach for Web Service Composition, in Vidal, Maria-Esther, Third International Workshop on Resource Discovery, RED 2010, Paris, Springer, 23-42 p.
Cardinale Y., Rukoz M. (2011), A framework for reliable execution of transactional composite web services, in , Proceedings of the International Conference on Management of Emergent Digital EcoSystems, San Francisco, ACM, 1-8 p.
Cardinale Y., Rukoz M. (2011), Fault Tolerant Execution of Transactional CompositeWeb Services: An Approach, in Speirs, Neil, UBICOMM 2011, The Fifth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies, Lisbonne, IARIA, 158-164 p.
Rukoz M., Manouvrier M., Cardinale Y., El Haddad J. (2010), Web Service Selection for Transactional Composition, in , ICCS 2010 International Conference on Computational Science, Amsterdam, Procedia Computer Science, 2689-2698 p.
Ramirez G., Rukoz M., Manouvrier M., El Haddad J. (2008), QoS-driven Selection of Web Services for Transactional Composition, in , IEEE 2008 International Conference on Web Services (ICWS 2008), Beijing, IEEE - Institute of Electrical and Electronics Engineers, 653-660 p.
El Haddad J., Rukoz M., Manouvrier M. (2007), A Hierarchical Model for Transactional Web Service Composition in P2P Networks, in , Web Services, 2007. ICWS 2007. IEEE International Conference on, Salt Lake City, IEEE - Institute of Electrical and Electronics Engineers, 346-353 p.
Manouvrier M., Rukoz M., Oria V., Jomier G. (2005), Multilevel Index for Global and Partial Content-Based Image Retrieval, in , 21st International Conference on Data Engineering Workshops, 2005. Proceedings, Tokyo, IEEE - Institute of Electrical and Electronics Engineers, 1176 p.
Jomier G., Manouvrier M., Rukoz M. (2005), A Generalized Metric Distance between Hierarchically Partitioned Images, in Masseglia, Florent, Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data, Chicago, ACM, 33-41 p.
Oria V., Manouvrier M., Jomier G., Rukoz M. (2004), Indexation multi-niveau pour la recherche globale et partielle d'images par le contenu, in Le Maitre, Jacques, 20èmes Journées Bases de Données Avancées, BDA '04, Montpellier, 19 - 22 octobre 2004, Actes (Informal Proceedings), Montpellier, Université Evry, 177-196 p.
Manouvrier M., Rukoz M., Jomier G. (2002), Distances de similarité d'images basées sur les arbres quaternaires, in Philippe Plucheral, 18èmes Journées Bases de Données Avancées BDA'02, Evry, Université Evry, 307-326 p.
Jomier G., Manouvrier M., Rukoz M. (1999), Stockage et Gestion d'Images par un Arbre Quaternaire Générique, in Dieu-Collet, Christine, BDA '99, actes des 15èmes Journées Bases de données avancées, Bordeaux, 25-27 octobre 1999, Bordeaux, Université de Bordeaux, 487 p.
Communications sans actes
Abdessalem T., Bauzer Medeiros C., Cellary W., Gançarski S., Jouini K., Manouvrier M., Rukoz M., Zam M. (2018), The Database Version Approach: Overview and Future directions, 34ème Conférence sur la Gestion de Données – Principes, Technologies et Applications (BDA), Bucarest
Prépublications / Cahiers de recherche
Gouet-Brunet V., Hoang N., Rukoz M. (2012), A representation of contextual relationships knowledge in images, Paris, Cahiers du LAMSADE, 55 p.
Reiff-Marganiec S., El Haddad J., Rukoz M., Manouvrier M. (2010), Context-based transactional service selection approach for service composition?, Paris, Note de recherche du LAMSADE, 15 p.
Jomier G., Manouvrier M., Rukoz M. (2005), Quadtree-Based Distances between Images, Note de recherche du LAMSADE, 36 p.