Sébastien Adam

Affiliations:
  • University of Rouen, France


According to our database1, Sébastien Adam authored at least 80 papers between 1999 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Online presence:

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Bibliography

2022
Real-Time Multimodal Emotion Recognition in Conversation for Multi-Party Interactions.
Proceedings of the International Conference on Multimodal Interaction, 2022

2021
Symbols Detection and Classification using Graph Neural Networks.
Pattern Recognit. Lett., 2021

Breaking the Limits of Message Passing Graph Neural Networks.
Proceedings of the 38th International Conference on Machine Learning, 2021

Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective.
Proceedings of the 9th International Conference on Learning Representations, 2021

2020
Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach.
J. Comput. Chem., 2020

Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks.
CoRR, 2020

A Named Entity Extraction System for Historical Financial Data.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019
Graph Neural Network for Symbol Detection on Document Images.
Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019

2018
Subgraph spotting in graph representations of comic book images.
Pattern Recognit. Lett., 2018

Deep neural networks regularization for structured output prediction.
Neurocomputing, 2018

Fully convolutional network with dilated convolutions for handwritten text line segmentation.
Int. J. Document Anal. Recognit., 2018

2017
Graph edit distance contest: Results and future challenges.
Pattern Recognit. Lett., 2017

New binary linear programming formulation to compute the graph edit distance.
Pattern Recognit., 2017

Neural Networks Regularization Through Class-wise Invariant Representation Learning.
CoRR, 2017

Spotting L3 slice in CT scans using deep convolutional network and transfer learning.
Comput. Biol. Medicine, 2017

Handwritten Text Line Segmentation Using Fully Convolutional Network.
Proceedings of the First Workshop of Machine Learning, 2017

2016
Minimum cost subgraph matching using a binary linear program.
Pattern Recognit. Lett., 2016

The Multiclass ROC Front method for cost-sensitive classification.
Pattern Recognit., 2016

Exact Graph Edit Distance Computation Using a Binary Linear Program.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

The Software Architecture Mapping Framework for Managing Architectural Knowledge.
Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

ROC-based cost-sensitive classification with a reject option.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Deep multi-task learning with evolving weights.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Language Identification in Document Images.
Proceedings of the Document Recognition and Retrieval XXIII, 2016

Localisation automatique de champs de saisie sur des images de formulaires couleur par isomorphisme de sous-graphe.
Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

2015
Graph edit distance : a new binary linear programming formulation.
CoRR, 2015

Input/Output Deep Architecture for Structured Output Problems.
CoRR, 2015

An approach for classifying design artifacts.
Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

One-shot field spotting on colored forms using subgraph isomorphism.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

2014
Writing Type and Language Identification in Heterogeneous and Complex Documents.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

A Typed and Handwritten Text Block Segmentation System for Heterogeneous and Complex Documents.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Détection de tableaux dans des documents complexes.
Proceedings of the CORIA 2014, 2014

Extraction de zones informatives dans des images de formulaire en couleur.
Proceedings of the CORIA 2014, 2014

Détection et segmentation des blocs de texte manuscrits et imprimés dans des documents complexes.
Proceedings of the CORIA 2014, 2014

2013
A multi-dimensional approach for analyzing software artifacts.
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

Learning to Detect Tables in Scanned Document Images Using Line Information.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism.
Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

2012
Dynamic Random Forests.
Pattern Recognit. Lett., 2012

An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings.
Pattern Recognit., 2012

2011
Learning graph prototypes for shape recognition.
Comput. Vis. Image Underst., 2011

Documents, Graphes et Optimisation Multi-Objectifs. (Documents, graphs and multiobjective optimization).
, 2011

2010
A multi-model selection framework for unknown and/or evolutive misclassification cost problems.
Pattern Recognit., 2010

Noncost Sensitive SVM Training Using Multiple Model Selection.
J. Circuits Syst. Comput., 2010

A step toward an adaptive composition of query suggestion approaches.
Proceedings of the Information Interaction in Context Symposium, 2010

A Study of Strength and Correlation in Random Forests.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010

Évaluation d'outils de reformulation interactive de requêtes.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2010

2009
Influence of Hyperparameters on Random Forest Accuracy.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

On the selection of decision trees in Random Forests.
Proceedings of the International Joint Conference on Neural Networks, 2009

Towards a Better Understanding of Random Forests through the Study of Strength and Correlation.
Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009

Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
Forest-RK: A New Random Forest Induction Method.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

2007
A general framework for the evaluation of symbol recognition methods.
Int. J. Document Anal. Recognit., 2007

Automatic Ground-truth Generation for Document Image Analysis and Understanding.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Multi-Objective Optimization for SVM Model Selection.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Using Random Forests for Handwritten Digit Recognition.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

A Graph Classification Approach Using a Multi-objective Genetic Algorithm Application to Symbol Recognition.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

2006
Approximation of Digital Curves using a Multi-Objective Genetic Algorithm.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Graph Classification Using Genetic Algorithm and Graph Probing Application to Symbol Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

On defining signatures for the retrieval and the classification of graphical drop caps.
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

2005
Indexation of Document Images Using Frequent Items.
Proceedings of the Pattern Recognition in Information Systems, 2005

Clustering Document Images Using Graph Summaries.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Clustering document images using a bag of symbols representation.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm.
Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005

Symbol Recognition Combining Vectorial and Statistical Features.
Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005

Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases.
Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005

Fouille de graphes et découverte de règles d'association : application à l'analyse d'images de document.
Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

2004
DocMining: A Document Analysis System Builder.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003
A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation.
Proceedings of the Pattern Recognition in Information Systems, 2003

Knowledge Representation and Acquisition for Engineering Document Analysis.
Proceedings of the Graphics Recognition, 2003

2002
A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling.
Proceedings of the Structural, 2002

2001
Interprétation de Documents Techniques : des Outils à leur Intégration dans un Système à Base de Connaissances.
PhD thesis, 2001

A multi-scale and multi-orientation recognition technique applied to document interpretation application to french telephone network maps.
Proceedings of the IEEE International Conference on Acoustics, 2001

A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation.
Proceedings of the Graphics Recognition Algorithms and Applications, 2001

2000
Symbol and character recognition: application to engineering drawings.
Int. J. Document Anal. Recognit., 2000

Character Recognition, Orientation, and Scale Estimation Thanks to the Fourier Mellin Transform.
Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

1999
A Multiscale and Multiorientation Recognition Technique Applied to Document Interpretation: Application to the French Telephone Network Maps.
Int. J. Pattern Recognit. Artif. Intell., 1999

Similitude Invariant Pattern Recognition on Technical Documents.
Proceedings of the 1999 International Conference on Image Processing, 1999

Multi-scaled and Multi-oriented Character Recognition: An Original Strategy.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Combination of Invariant Pattern Recognition Primitives on Technical Documents.
Proceedings of the Graphics Recognition, Recent Advances, Third International Workshop, 1999

Processing of the Connected Shapes in Raster-to-Vector Conversion Process.
Proceedings of the Graphics Recognition, Recent Advances, Third International Workshop, 1999


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