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First High-Level Information Fusion Competition: Feedback and Lessons Learned
Claire Laudy
,
Victoria Alonso
,
Céline Reverdy
,
Johann Dreo
28th Inernational Conference on Information Fusion, International Society of Information Fusion, Jul 2025, Rio de Janeiro, Brazil
Communication dans un congrès
pasteur-05121854
v1
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Analyzing Single-objective Black-box Optimization Algorithms Using the Empirical Attainment Function
Manuel López-Ibáñez
,
Diederick Vermetten
,
Johann Dreo
,
Carola Doerr
Genetic and Evolutionary Computation Conference, Association for Computing Machinery, Jul 2025, Malaga, Spain. ⟨10.1145/3712255.3734242⟩
Communication dans un congrès
pasteur-05121863
v1
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Finding personalized drugs from the integration of clinical and molecular data into a semantic knowledge graph
Matthieu Najm
,
Marko Baric
,
Altti Ilari Maarala
,
Sebastian Lobentanzer
,
Jaana Oikkonen
et al.
Molecular Analysis for Precision Oncology Congress, ESMO European Society For Medical Oncology, Sep 2025, Paris, France
Communication dans un congrès
pasteur-05121971
v1
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IA métissée : quand données et symboles s’enlacent
Johann Dreo
Pint of Science, May 2025, Paris, France
Communication dans un congrès
pasteur-05101533
v1
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Using OntoWeaver to Integrate Heterogeneous Information in the OncodashKB Semantic Knowledge Graph for Finding Personalized Actionable Drugs in Ovarian Cancer
Matthieu Najm
,
Marko Baric
,
Taru Muranen
,
Ekaterina Gaydukova
,
Altti Ilari Maarala
et al.
JOBIM, Journées Ouvertes en Biologie, Informatique et Mathématiques, Jul 2025, Bordeaux, France
Communication dans un congrès
pasteur-05121901
v1
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Engaging the public in scientific research to enhance digital twins of the ocean and their practical applications
Luigi Ceccaroni
,
Stephen Parkinson
,
Dror Angel
,
Johann Dreo
,
Dori Edelist
et al.
OCEAN, IEEE Oceanic Engineering Society, Jun 2025, Brest, France
Communication dans un congrès
pasteur-05121951
v1
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Exploring Explainable Treatments Hypotheses with the Oncodash Decision Support System
Johann Dreo
,
Altti Ilari Maarala
,
Taru Muranen
,
Matthieu Najm
,
Federico Bolelli
et al.
Molecular Analysis for Precision Oncology Congress, ESMO European Society For Medical Oncology, Sep 2025, Paris, France
Communication dans un congrès
pasteur-05121991
v1
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Intégration reproductible d'informations de haut niveau dans des graphes de connaissances sémantiques avec OntoWeaver et BioCypher, application en oncologie et en écologie
Johann Dreo
,
Claire Laudy
,
Sebastian Lobentanzer
,
Marko Baric
,
Ekaterina Gaydukova
et al.
Journées ouvertes en biologie, informatique et mathématiques, Société Française de BioInformatique; Institut Français de Bioinformatique (IFB); Groupement de Recherche Bioinformatique Moléculaire (GDR BIM), Jun 2024, Toulouse, France
Communication dans un congrès
pasteur-05101167
v1
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High-level Biomedical Data Integration in a Semantic Knowledge Graph with OncodashKB for finding Personalized Actionable Drugs in Ovarian Cancer
Johann Dreo
,
Sebastian Lobentanzer
,
Ekaterina Gaydukova
,
Marko Baric
,
Altti Ilari Maarala
et al.
Cancer Genomics, Multiomics and Computational Biology, European Association for Cancer Research, Apr 2024, Bergame, Italy
Communication dans un congrès
hal-04509599
v1
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Ealain: A Camera Simulation Tool to Generate Instances for Multiple Classes of Optimisation Problem
Quentin Renau
,
Johann Dreo
,
Emma Hart
GECCO '24 Companion: Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, Jul 2024, Melbourne VIC Australia, France. pp.151-154, ⟨10.1145/3638530.3654299⟩
Communication dans un congrès
pasteur-05122017
v1
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Interplay of Human and AI Solvers on a Planning Problem
Afshin Ameri E.
,
Branko Miloradovic
,
Baran Çürüklü
,
Alessandro Vittorio Papadopoulos
,
Mikael Ekström
et al.
IEEE International Conference on Systems, Man, and Cybernetics (SMC), IEEE SMC Society, Oct 2023, Maui (Hawaii), United States
Communication dans un congrès
hal-04116806
v1
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Consistent Symbolic Data Integration with OntoWeaver
Johann Dreo
Journée annuelle du groupe de travail sur la biologie systémique symbolique (GT BIOSS), CNRS, Nov 2023, Lille, France
Communication dans un congrès
pasteur-05101157
v1
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Tackling Threatening behavior through a Semantic Approach
Claire Laudy
,
Simon Fossier
,
Johann Dreo
Communication dans un congrès
hal-04128705
v1
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Statistical Discovery of Transcriptomic Cancer Signatures using Multimodal Local Search
Emile Zakiev
,
Johann Dreo
,
Mara Santarelli
,
Benno Schwikowski
PGMO Days, Programme Gaspard Monge pour l’Optimisation, la recherche opérationnelle et leurs interactions avec les sciences des données., Nov 2022, Palaiseau, France
Communication dans un congrès
hal-04110700
v1
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Automated Algorithm Selection for Radar Network Configuration
Quentin Renau
,
Johann Dreo
,
Alain Peres
,
Yann Semet
,
Carola Doerr
et al.
Communication dans un congrès
hal-03718883
v1
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Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics
Johann Dreo
,
Arnaud Liefooghe
,
Sébastien Verel
,
Marc Schoenauer
,
Juan J. Merelo
et al.
GECCO 2021 - Genetic and Evolutionary Computation Conference, ACM Sigevo, Jul 2021, Lille / Virtual, France. pp.1522-1530, ⟨10.1145/3449726.3463276⟩
Communication dans un congrès
pasteur-03220556
v1
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Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions
Quentin Renau
,
Johann Dréo
,
Carola Doerr
,
Benjamin Doerr
Communication dans un congrès
hal-03233676
v1
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Towards Large Scale Automated Algorithm Design by Integrating Modular Benchmarking Frameworks
Amine Aziz-Alaoui
,
Carola Doerr
,
Johann Dreo
Communication dans un congrès
hal-03233932
v1
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Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy
Quentin Renau
,
Carola Doerr
,
Johann Dreo
,
Benjamin Doerr
Communication dans un congrès
hal-02935385
v1
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Netted Multi-Function Radars Positioning and Modes Selection by Non-Holonomic Fast Marching Computation of Highest Threatening Trajectories & by CMA-ES Optimization
Johann Dreo
,
François Desquilbet
,
Frederic Barbaresco
,
Jean-Marie Mirebeau
Communication dans un congrès
hal-03030426
v1
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Making a case for (Hyper-)parameter tuning as benchmark problems
Carola Doerr
,
Johann Dréo
,
Pascal Kerschke
Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.1755-1764, ⟨10.1145/3319619.3326857⟩
Communication dans un congrès
hal-02179587
v1
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Expressiveness and robustness of landscape features (student workshop paper)
Quentin Renau
,
Johann Dréo
,
Carola Doerr
,
Benjamin Doerr
Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.2048-2051, ⟨10.1145/3319619.3326913⟩
Communication dans un congrès
hal-02179612
v1
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Coupling the design of benchmark with algorithm in landscape-aware solver design
Johann Dréo
,
Carola Doerr
,
Yann Semet
Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.1419-1420, ⟨10.1145/3319619.3326821⟩
Communication dans un congrès
hal-02179604
v1
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Per instance algorithm configuration of CMA-ES with limited budget
Nacim Belkhir
,
Johann Dreo
,
Pierre Savéant
,
Marc Schoenauer
GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference , Jul 2017, Berlin, Germany. pp. 681-688
Communication dans un congrès
hal-01613753
v1
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Automatic differentiation of non-holonomic fast marching for computing most threatening trajectories under sensors surveillance
Jean-Marie Mirebeau
,
Johann Dreo
International Conference on Geometric Science of Information, Nov 2017, Paris, France. pp.791-800
Communication dans un congrès
hal-01503607
v1
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Parameter Setting for Multicore CMA-ES with Large Populations
Nacim Belkhir
,
Johann Dréo
,
Pierre Savéant
,
Marc Schoenauer
Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.109-122
Communication dans un congrès
hal-01236025
v1
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Feature Based Algorithm Configuration: A Case Study with Differential Evolution
Nacim Belkhir
,
Johann Dréo
,
Pierre Savéant
,
Marc Schoenauer
Communication dans un congrès
hal-01359539
v1
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Surrogate Assisted Feature Computation for Continuous Problems
Nacim Belkhir
,
Johann Dréo
,
Pierre Savéant
,
Marc Schoenauer
LION 10 Learning and Intelligent OptimizatioN Conference, May 2016, Ischia, Italy. To appear
Communication dans un congrès
hal-01303320
v2
|
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Solving Large MultiZenoTravel Benchmarks with Divide-and-Evolve
Alexandre Quemy
,
Marc Schoenauer
,
Vincent Vidal
,
Johann Dréo
,
Pierre Savéant
Learning and Intelligent OptimizatioN - LION 9, Jan 2015, Lille, France. pp.262-267
Communication dans un congrès
hal-01109776
v1
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Applying MapReduce principle to High level information fusion
Claire Laudy
,
Johann Dreo
,
Christophe Gouguenheim
17th International Conference on Information Fusion, International Society on Information Fusion, Jul 2014, Salamanca, Spain. pp.1--8
Communication dans un congrès
hal-04139064
v1
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Multi-Objective AI Planning: Comparing Aggregation and Pareto Approaches
Mostepha Redouane Khouadjia
,
Marc Schoenauer
,
Vincent Vidal
,
Johann Dréo
,
Pierre Savéant
EvoCOP -- 13th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2013, Vienne, Austria. pp.202-213, ⟨10.1007/978-3-642-37198-1_18⟩
Communication dans un congrès
hal-00820634
v1
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Multi-Objective AI Planning: Evaluating DAE-YAHSP on a Tunable Benchmark
Mostepha Redouane Khouadjia
,
Marc Schoenauer
,
Vincent Vidal
,
Johann Dréo
,
Pierre Savéant
EMO'13 - 7th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2013, Sheffield, United Kingdom. pp.36-50
Communication dans un congrès
hal-00750560
v1
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Quality Measures of Parameter Tuning for Aggregated Multi-Objective Temporal Planning
Mostepha Redouane Khouadjia
,
Marc Schoenauer
,
Vincent Vidal
,
Johann Dréo
,
Pierre Savéant
LION7 - Learning and Intelligent OptimizatioN Conference, Jan 2013, Catane, Italy. pp.341-356
Communication dans un congrès
hal-00820617
v1
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Pareto-Based Multiobjective AI Planning
Mostepha Redouane Khouadjia
,
Marc Schoenauer
,
Vincent Vidal
,
Johann Dréo
,
Pierre Savéant
IJCAI 2013, IJCAI/AAAI, Aug 2013, Beijing, China. pp.2321-2327
Communication dans un congrès
hal-00835003
v2
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