| 2025 | KDD | ECGrecover: A Deep Learning Approach for Electrocardiogram Signal Completion. | Alex Lence, Federica Granese, Ahmad Fall, Blaise Hanczar, Joe-Elie Salem, Jean-Daniel Zucker, Edi Prifti |
| 2025 | KES | Interpretable Deep Learning for Botanical Traits: A Comparative Study on the Role of Segmentation in Herbarium Image Analysis. | Hanane Ariouat, Eva Perez Pimpar, Eric Chenin, Marc Pignal, Rgine Vignes-Lebbe, Souhila Arib, Edi Prifti, Jean-Daniel Zucker, Youcef Sklab |
| 2024 | PAKDD | Enhancing YOLOv7 for Plant Organs Detection Using Attention-Gate Mechanism. | Hanane Ariouat, Youcef Sklab, Marc Pignal, Florian Jabbour, Rgine Vignes-Lebbe, Edi Prifti, Jean-Daniel Zucker, Eric Chenin |
| 2020 | ACML | Learning Interpretable Models using Soft Integrity Constraints. | Khaled Belahcne, Nataliya Sokolovska, Yann Chevaleyre, Jean-Daniel Zucker |
| 2018 | AISTATS | A Provable Algorithm for Learning Interpretable Scoring Systems. | Nataliya Sokolovska, Yann Chevaleyre, Jean-Daniel Zucker |
| 2017 | ACIIDS | Quantifying the Effect of Metapopulation Size on the Persistence of Infectious Diseases in a Metapopulation. | Cam-Giang Tran-Thi, Marc Choisy, Jean-Daniel Zucker |
| 2017 | IJCNN | Efficient global network learning from local reconstructions. | Sverine Affeldt, Nataliya Sokolovska, Edi Prifti, Jean-Daniel Zucker |
| 2017 | IJCNN | The fused lasso penalty for learning interpretable medical scoring systems. | Nataliya Sokolovska, Yann Chevaleyre, Karine Clment, Jean-Daniel Zucker |
| 2016 | IJCNN | Deep Self-Organising Maps for efficient heterogeneous biomedical signatures extraction. | Nataliya Sokolovska, Nguyen Thanh Hai, Karine Clment, Jean-Daniel Zucker |
| 2015 | IDA | Continuous and Discrete Deep Classifiers for Data Integration. | Nataliya Sokolovska, Salwa Rizkalla, Karine Clment, Jean-Daniel Zucker |
| 2014 | ICPRAM | Stability of Ensemble Feature Selection on High-Dimension and Low-Sample Size Data - Influence of the Aggregation Method. | David Dernoncourt, Blaise Hanczar, Jean-Daniel Zucker |
| 2013 | ICCSA | Online Analysis and Visualization of Agent Based Models. | Arnaud Grignard, Alexis Drogoul, Jean-Daniel Zucker |
| 2013 | ICML | Rounding Methods for Discrete Linear Classification. | Yann Chevaleyre, Frdric Koriche, Jean-Daniel Zucker |
| 2013 | PAAMS | GAMA: A Spatially Explicit, Multi-level, Agent-Based Modeling and Simulation Platform. | Alexis Drogoul, Edouard Amouroux, Philippe Caillou, Benot Gaudou, Arnaud Grignard, Nicolas Marilleau, Patrick Taillandier, Maroussia Vavasseur, Duc-An Vo, Jean-Daniel Zucker |
| 2012 | BIBE | Experimental analysis of feature selection stability for high-dimension and low-sample size gene expression classification task. | David Dernoncourt, Blaise Hanczar, Jean-Daniel Zucker |
| 2012 | PAAMS | Toward a Spatially-Centered Approach to Integrate Heterogeneous and Multi-scales Urban Component Models. | Ins Hassoumi, Christophe Lang, Nicolas Marilleau, Moncef Temani, Khaled Ghdira, Jean-Daniel Zucker |
| 2012 | WETICE | Optimizing the Placement of Evacuation Signs on Road Network with Time and Casualties in Case of a Tsunami. | Thi Anh Ngoc Nguyen, Yann Chevaleyre, Jean-Daniel Zucker |
| 2010 | PRIMA | Towards a Methodology for the Participatory Design of Agent-Based Models. | Thanh-Quang Chu, Alexis Drogoul, Alain Boucher, Jean-Daniel Zucker |
| 2010 | PRIMA | A Modelling Language to Represent and Specify Emerging Structures in Agent-Based Model. | Duc-An Vo, Alexis Drogoul, Jean-Daniel Zucker, Tuong-Vinh Ho |
| 2008 | PKAW | Experiments with Adaptive Transfer Rate in Reinforcement Learning. | Yann Chevaleyre, Aydano Machado, Jean-Daniel Zucker |
| 2008 | PRIMA | Interactive Learning of Expert Criteria for Rescue Simulations. | Thanh-Quang Chu, Alain Boucher, Alexis Drogoul, Duc-An Vo, Hong-Phuong Nguyen, Jean-Daniel Zucker |
| 2004 | ADBIS | How to Integrate Heterogeneous Spatial Databases in a Consistent Way? | David Sheeren, Sbastien Mustire, Jean-Daniel Zucker |
| 2004 | SDH | Consistency Assessment Between Multiple Representations of Geographical Databases: a Specification-Based Approach. | David Sheeren, Sbastien Mustire, Jean-Daniel Zucker |
| 2002 | ILP | Propositionalization for Clustering Symbolic Relational Descriptions. | Isabelle Bournaud, Mlanie Courtine, Jean-Daniel Zucker |
| 2002 | MABS | Multi-agent Patrolling: An Empirical Analysis of Alternative Architectures. | Aydano Machado, Geber L. Ramalho, Jean-Daniel Zucker, Alexis Drogoul |
| 2002 | PRICAI | A Wrapper-Based Approach to Robot Learning Concepts from Images. | Nicolas Bredche, Jean-Daniel Zucker, Yann Chevaleyre |
| 2001 | AI | Solving Multiple-Instance and Multiple-Part Learning Problems with Decision Trees and Rule Sets. Application to the Mutagenesis Problem. | Yann Chevaleyre, Jean-Daniel Zucker |
| 2000 | EKAW | KIDS: An Iterative Algorithm to Organize Relational Knowledge. | Isabelle Bournaud, Mlanie Courtine, Jean-Daniel Zucker |
| 2000 | ICML | Solving the Multiple-Instance Problem: A Lazy Learning Approach. | Jun Wang, Jean-Daniel Zucker |
| 2000 | ISMIS | Abstraction in Cartographic Generalization. | Sbastien Mustire, Lorenza Saitta, Jean-Daniel Zucker |
| 2000 | ISMIS | Perception-Based Granularity Levels in Concept Representation. | Lorenza Saitta, Jean-Daniel Zucker |
| 2000 | MABS | A Multi-Agent Based Simulation of Sand Piles in a Static Equilibrium. | Laurent Breton, Jean-Daniel Zucker, Eric Clment |
| 1998 | ILP | Learning Structurally Indeterminate Clauses. | Jean-Daniel Zucker, Jean-Gabriel Ganascia |
| 1997 | IJCAI | Learning Strategies in Games by Anticipation. | Christophe Meyer, Jean-Gabriel Ganascia, Jean-Daniel Zucker |
| 1996 | ICML | Representation Changes for Efficient Learning in Structural Domains. | Jean-Daniel Zucker, Jean-Gabriel Ganascia |
| 1994 | ICML | Selective Reformulation of Examples in Concept Learning. | Jean-Daniel Zucker, Jean-Gabriel Ganascia |
| 1994 | KDD | DICE: A Discovery Environment Integrating Inductive Bias. | Jean-Daniel Zucker, Vincent Corruble, J. Thomas, Geber L. Ramalho |
| 1992 | CaiSE | A Meta-CASE Environment for Software Process-Centred CASE Environments. | Flvio Oquendo, Jean-Daniel Zucker, Philip Griffiths |