| 2013 | ESANN | A new metric for dissimilarity data classification based on Support Vector Machines optimization. | Agata Manolova, Anne Gurin-Dugu |
| 2011 | ACSSC | A compact saliency model for video-rate implementation. | Tien Ho-Phuoc, Laurent Alacoque, Antoine Dupret, Anne Gurin-Dugu, Arnaud Verdant |
| 2011 | CogSci | A cognitive computational model of eye movements investigating visual strategies on textual material. | Benot Lemaire, Anne Gurin-Dugu, Thierry Baccino, Myriam Chanceaux, La Pasqualotti |
| 2009 | Interact | A Model to Simulate Web Users' Eye Movements. | Myriam Chanceaux, Anne Gurin-Dugu, Benot Lemaire, Thierry Baccino |
| 2007 | IWANN | A New Adaptation of Self-Organizing Map for Dissimilarity Data. | Tien Ho-Phuoc, Anne Gurin-Dugu |
| 2002 | ESANN | Searching for the embedded manifolds in high-dimensional data, problems and unsolved questions. | Jeanny Hrault, Anne Gurin-Dugu, Pierre Villemain |
| 2001 | AISTATS | Discriminant Analysis on Dissimilarity Data : a New Fast Gaussian like Algorithm. | Anne Gurin-Dugu, Gilles Celeux |
| 2001 | ICIP | Statistical modelling for image retrieval using a biological model of the perceptive colour space. | Anne Gurin-Dugu, Christophe Biernacki, Jeanny Hrault |
| 1999 | IWANN | Curvilinear Component Analysis for High-Dimensional Data Representation: II. Examples of Additional Mapping Constraints in Specific Applications. | Anne Gurin-Dugu, Pascal Teissier, Gaspar Delso Gafaro, Jeanny Hrault |
| 1999 | IWANN | Curvilinear Component Analysis for High-Dimensional Data Representation: I. Theoretical Aspects and Practical Use in the Presence of Noise. | Jeanny Hrault, Claire Jausions-Picaud, Anne Gurin-Dugu |
| 1997 | Interspeech | Non-linear representations, sensor reliability estimation and context-dependent fusion in the audiovisual recognition of speech in noise. | Pascal Teissier, Jean-Luc Schwartz, Anne Gurin-Dugu |
| 1997 | IWANN | Constrained Neural Network for Estimating Sensor Reliability in Sensors Fusion. | Anne Gurin-Dugu, Pascal Teissier, Jean-Luc Schwartz, Jeanny Hrault |
| 1997 | MMSP | Models for audiovisual fusion in a noisy-vowel recognition task. | Pascal Teissier, Jean-Luc Schwartz, Anne Gurin-Dugu |
| 1996 | ESANN | Interpreting data through neural and statistical tools. | Anne Gurin-Dugu, Carlos Avils-Cruz, Patricia Palagi |
| 1995 | IWANN | Implementing Radial Basis Functions Neural Networks on the Systolic MANTRA Machine. | Franois Blayo, Anne Gurin-Dugu, N. Maria |
| 1995 | IWANN | Comparing Implementations of Radial Basis Function Neural Networks on Three Parallel Machines. | N. Maria, Anne Gurin-Dugu, Juan Manuel Moreno, Franois Blayo |
| 1995 | IWANN | An Architecture for Texture Segmentation: from Energy Features to Region Detection. | Patricia M. Palagi, Anne Gurin-Dugu |
| 1991 | IWANN | Adaptive Optimization of Neural Algorithms. | Christian Jutten, Anne Gurin-Dugu, Hoang-Lan Nguyen Thi |