Martin Rajman
martin.rajman@epfl.ch +41 21 693 81 62
+41 21 693 81 62
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Biography
Martin Rajman is the Executive Director of Nano-tera.ch, a large Swiss Research Program funding collaborative multi-disciplinary projects for the engineering of complex systems in Health and the Environment. Since 2008, the Nano-Tera.ch program started more than 100 research projects for a total public funding of more than 95 Mo CHF (~100 Mo USD).Before being appointed as Nano-Tera.ch Executive Director, Martin Rajman was Director of the EPFL Global Computing Center (CGC), an association of research groups and laboratories of the School of Computer and Communication Sciences fostering interdisciplinary research in the general area of internet computing and distributed information systems. In this position, he was managing more than 20 European projects.
In parallel with his research management activities, Martin Rajman is senior researcher at EPF Lausanne, Switzerland (EPFL). His research interests include Artificial Intelligence, Computational Linguistics and Data-driven Probabilistic Machine Learning.
Previously, he was senior researcher at the Computer Science Department of Telecom Paris-Tech, where he was in charge of the development of a research and teaching activity in the domain of Natural Language Processing.
Martin Rajman is also active in various large scale industry-research collaborations with majors economic players. In particular, he has been involved in the improvement of the product ranking technology used by e-Bay and is currently collaborating with Elsevier on enhanced article recommendation techniques.
Martin Rajman is author or co-author of more than 100 publications and former Director of the Computer Science Series of EPFL-Press (PPUR).
Publications
Infoscience publications
Publication list in EPFL Infoscience
K. Konyushkova / P. Fua; R. Sznitman (Dir.) : Learning to Reduce Annotation Load. Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9074.
X. Pu / H. Bourlard; A. Popescu-Belis (Dir.) : Word Sense Consistency in Statistical and Neural Machine Translation. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8743.
P. Mayor; M. Rajman; G. De Micheli : Nano-Tera.ch: Information Technology for Health, Environment, and Energy; IEEE Design and Test. 2017. DOI : 10.1109/MDAT.2017.2757926.
T. Guo / K. Aberer (Dir.) : Distributed Time Series Analytics. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7395.
A. Sironi / P. Fua; V. Lepetit (Dir.) : Multiscale Centerline Extraction Based on Regression and Projection onto the Set of Elongated Structures. Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7241.
M. Habibi / H. Bourlard; A. Popescu-Belis (Dir.) : Modeling Users' Information Needs in a Document Recommender for Meetings. Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6760.
T. Meyer / H. Bourlard; A. Popescu-Belis (Dir.) : Discourse-level features for statistical machine translation. Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6501.
Q. V. H. Nguyen / K. Aberer (Dir.) : Reconciling Schema Matching Networks. Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6033.
P. Felber; P. Kropf; L. Leonini; T. Luu; M. Rajman et al. : CoFeed: privacy-preserving Web search recommendation based on collaborative aggregation of interest feedback; Software-Practice & Experience. 2013. DOI : 10.1002/spe.1127.
S. R. Yerva / K. Aberer (Dir.) : Entities on the Web. Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5897.
M. Veselý / M. Rajman (Dir.) : Selection and Aggregation of Ranking Criteria for Retrieval from Scientific Publication Databases. Lausanne, EPFL, 2012. DOI : 10.5075/epfl-thesis-5460.
L. Marian; J.-Y. L. Meur; M. Rajman; M. Vesely : Citation graph based ranking in Invenio. 2010.
G. Gvianishvili; J.-Y. Le Meur; T. Šimko; J. Caffaro; L. Marian et al. : Capturing and Analyzing User Behavior in Large Digital Libraries. 2010. Very Large Digital Libraries (VLDL), Glasgow, UK, September 10, 2010. p. 24-31.
E. Eckard / M. Rajman; J.-C. Chappelier (Dir.) : Fisher Kernels and Probabilistic Latent Semantic Models. Lausanne, EPFL, 2010. DOI : 10.5075/epfl-thesis-4647.
M. Vesely; M. Rajman : Rank Aggregation in Scientific Publication Databases Based on Logistic Regression. 2009.
M. Ailomaa / M. Rajman (Dir.) : Answering questions about archived, annotated meetings. Lausanne, EPFL, 2009. DOI : 10.5075/epfl-thesis-4512.
G. Skobeltsyn; T. Luu; I. Podnar Zarko; M. Rajman; K. Aberer : Query-Driven Indexing for Scalable Peer-to-Peer Text Retrieval; Future Generation Computer Systems. 2009. DOI : 10.1016/j.future.2008.03.006.
G. Skobeltsyn; T. Luu; I. Podnar Žarko; M. Rajman; K. Aberer : Query-Driven Indexing for Scalable Peer-to-Peer Text Retrieval. 2009. Infoscale: the Second International Conference on Scalable Information Systems, Suzhou, China, June 6-8, 2007. p. 89-99. DOI : 10.1016/j.future.2008.03.006.
M. Puh; T. Luu; I. P. Zarko; M. Rajman : Scalable Content-based Ranking in P2P Information Retrieval. 2008. DOI : 10.1007/978-3-540-85563-7_80.
P. Felber; T. Luu; M. Rajman; E. Riviere : Managing Collaborative Feedback Information for Distributed Retrieval. 2008.
M. Vesely; M. Rajman; J.-Y. Le Meur : Using Bibliographic Knowledge for Ranking in Scientific Publication Databases. 2008. 8th Joint Conference on Knowledge-Based Software Engineering, Piraeus, Greece, 25 - 28 Aug 2008. p. 201-212.
M. Vesely; M. Rajman : Results of the first phase of the d-Rank project. 2008.
T. Luu; G. Skobeltsyn; F. Klemm; M. Puh; I. Podnar Zarko et al. : AlvisP2P: Scalable Peer-to-Peer Text Retrieval in a Structured P2P Network. 2008. 34th International Conference on Very Large Data Bases (VLDB).
M. Melichar / M. Rajman (Dir.) : Design of multimodal dialogue-based systems. Lausanne, EPFL, 2008. DOI : 10.5075/epfl-thesis-4081.
M. Vesely; M. Rajman : Perspectives for Rank Aggregation within Scientific Publication Databases. 2008.
D. Portabella-Clotet / M. Rajman (Dir.) : Improving user confidence in decision support systems for electronic catalogs. Lausanne, EPFL, 2008. DOI : 10.5075/epfl-thesis-3737.
G. Skobeltsyn; T. Luu; I. P. Zarko; M. Rajman; K. Aberer : Web Text Retrieval with a P2P Query-Driven Index. 2007.
I. Podnar; M. Rajman; T. Luu; F. Klemm; K. Aberer : Scalable P2P Search Engine using Highly Discriminative Keys. 2007.
G. Skobeltsyn; T. Luu; I. P. Zarko; M. Rajman; K. Aberer : Query-Driven Indexing for Scalable Peer-to-Peer Text Retrieval. 2007.
G. Skobeltsyn; T. Luu; I. P. Zarko; M. Rajman; K. Aberer : Query-Driven Indexing for Peer-to-Peer Text Retrieval (Poster). 2007.
I. Podnar; M. Rajman; V. T. Luu; F. Klemm; K. Aberer : Scalable Peer-to-Peer Web Retrieval with Highly Discriminative Keys. 2007. IEEE 23rd International Conference on Data Engineering (ICDE 2007) , Istanbul, Turkey, April 15-20, 2007 . p. 1096-1105.
A. Drygajlo : Man-Machine Voice Communication; Speech and Language Engineering; Lausanne: EPFL Press, 2007. p. 433-461.
A. Drygajlo : Speech Coding Techniques and Standards; Speech and Language Engineering; Lausanne: EPFL Press, 2007. p. 125-144.
M. Rajman; J.-C. Chappelier; A. Rozenknop : Syntactic Processing; Speech and Language Engineering; Lausanne: EPFL Press, 2007. p. 177-203.
T. V. Luu / M. Rajman (Dir.) : Scalable peer-to-peer Web search using highly discriminative keys. Lausanne, EPFL, 2007. DOI : 10.5075/epfl-thesis-3945.
G. Skobeltsyn; T. Luu; I. Podnar Zarko; M. Rajman; K. Aberer : Web Text Retrieval with a P2P Query-Driven Index. 2007. SIGIR, Amsterdam, The Netherlands, 23-27 July 2007. p. 679-686.
G. Skobeltsyn; T. Luu; I. Podnar Zarko; M. Rajman; K. Aberer : Query-Driven Indexing for Peer-to-Peer Text Retrieval. 2007. 16th International World Wide Web Conference (WWW'2007), Banff, Canada, May 8-12, 2007.
M. Rajman; M. Ailomaa; A. Lisowska; M. Melichar; S. Armstrong : Extending the Wizard of Oz Methodology for Language-enabled Multimodal Systems. 2006.
D. Portabella-Clotet; M. Rajman : Explicit Passive Analysis in Electronic Catalogs. 2006.
M. Melichar; P. Cenek; M. Ailomaa; A. Lisowska; M. Rajman : From Vocal to Multimodal Dialogue Management. 2006.
T. Luu; F. Klemm; I. Podnar; M. Rajman; K. Aberer : ALVIS Peers: A Scalable Full-text Peer-to-Peer Retrieval Engine. 2006. Workshop on Information Retrieval in Peer-to-Peer Networks P2P-IR at CIKM 2006.
P. Cenek; M. Melichar; A. Lisowska; M. Ailomaa; M. Rajman : Archivus: A multimodal system for multimedia meeting browsing and retrieval. 2006.
M. Ailomaa; A. Lisowska; M. Melichar; A. Susan; M. Rajman : Archivus: A multimodal system for multimedia meeting browsing and retrieval. 2006.
G. Skobeltsyn; T. Luu; I. Podnar; M. Rajman; K. Aberer : Query-Driven Indexing for Peer-to-Peer Text Retrieval. 2006.
D. Portabella-Clotet; M. Rajman : Explicit Trade-off and Prospective Analysis in Electronic Catalogs. 2006. Workshop on Recommender Systems. European Conference on Artificial Intelligence, Riva del Garda, Italy, August 2006.
F. Seydoux / M. Rajman; J.-C. Chappelier (Dir.) : Exploitation de connaissances sémantiques externes dans les représentations vectorielles en recherche documentaire. Lausanne, EPFL, 2006. DOI : 10.5075/epfl-thesis-3654.
I. Podnar; T. Luu; M. Rajman; F. Klemm; K. Aberer : A Peer-to-Peer Architecture for Information Retrieval Across Digital Library Collections. 2006. European conference on research and advanced technology for digital libraries (ECDL 2006), Alicante, Spain, September 2006. p. 14-25. DOI : 10.1007/11863878_2.
I. Podnar; M. Rajman; T. Luu; F. Klemm; K. Aberer : Beyond term indexing: A P2P framework for Web information retrieval; Informatica. 2006.
I. Podnar; M. Rajman; T. Luu; F. Klemm; K. Aberer : Scalable Peer-to-Peer Web Retrieval with Highly Discriminative Keys. 2006.
S. Bähni / R. Guerraoui (Dir.) : Type-based event dissemination. Lausanne, EPFL, 2006. DOI : 10.5075/epfl-thesis-3595.
I. Podnar; T. Luu; M. Rajman; F. Klemm; K. Aberer : A Peer-to-Peer Architecture for Information Retrieval Across Digital Library Collections. 2006.
D. Portabella Clotet; M. Rajman : Explicit Passive Analysis in Electronic Catalogs. 2006.
J. Wu / K. Aberer (Dir.) : Distributed link-based ranking in P2P Web retrieval. Lausanne, EPFL, 2006. DOI : 10.5075/epfl-thesis-3361.
M. Ailomaa; V. Kadlec; M. Rajman; J.-C. Chappelier : Robust Stochastic Parsing: Comparing Two Approaches for Processing Extra-Grammatical Sentences. 2005. p. 1-7.
M. Vesely; M. Rajman; I.-M. Boynton; B. Fridlund; A. Fyhrlund et al. : Evaluating a System for Enhanced Access to Statistical Data on the Web: The StatSearch Evaluation Experiments. 2005.
M. Vesely; M. Rajman : Combining Text Mining and Information Retrieval Techniques for Enhanced Access to Statistical Data on the Web. 2005.
M. Vesely; M. Rajman : Combining Text Mining and Information Retrieval Techniques for Enhanced Access to Statistical Data on the Web: A preliminary report; Knowledge Mining; Springer Verlag, 2005. p. 213-222.
H. Ghorbel; M. Ailomaa; M. Rajman : Answering natural language queries on spoken dialogs in meeting discussions. 2005.
M. Vesely; M. Rajman; I.-M. Boynton; B. Fridlund; A. Fyhrlund et al. : Making Statistical Data More Easily Accessible on the Web : Results of the StatSearch Case Study. 2005. International Marketing and Output Database Conference 2005, The Hague, The Netherlands, 5-9 September 2005.
W. Buntine; K. Aberer; I. Podnar; M. Rajman : Opportunities from Open Source Search. 2005. IEEE/WIC/ACM International Conference on Web Intelligence (WI'05), Compiégne University of Technology, France, Sep 19-22, 2005.
T. Luu; F. Klemm; M. Rajman; K. Aberer : Using Highly Discriminative Keys for Indexing in a Peer-to-Peer Full Text Retrieval System. 2005.
M. Rajman; P. Andrews; M. del Mar Pérez Almenta; F. Seydoux; P. L. Jacques Jansen : Using the EDR large scale semantic dictionary: application to conceptual document indexing. 2005. p. 98-105.
S. Quarteroni; M. Rajman; M. Melichar : Introducing reset patterns: An extension to a Rapid Dialogue Prototyping Methodology. 2005.
D. Portabella Clotet; V. Pallotta; M. Rajman : Systematic definition and assent to eContracts for Web Services. 2005.
M. Melichar; A. Lisowska; S. Armstrong; M. Rajman : Rapid Multimodal Dialogue Design: Application in a Multimodal Meeting Retrieval and Browsing System. 2005.
V. Kadlec; M. Ailomaa; J.-C. Chappelier; M. Rajman : Robust Stochastic Parsing using Optimal Maximum Coverage. 2005. p. 258-263.
P. Cenek; M. Melichar; M. Rajman : A Framework for Rapid Multimodal Application Design. 2005.
M. Ailomaa; V. Kadlec; J.-C. Chappelier; M. Rajman : Efficient Processing of Extra-grammatical Sentences: Comparing and Combining two approaches to Robust Stochastic Parsing. 2005. p. 81-88.
M. Ailomaa; M. Rajman : Natural Language Techniques for Model-driven Semantic Constraint Extraction. 2005.
K. Aberer; F. Klemm; T. Luu; I. Podnar; M. Rajman : Building a peer-to-peer full-text Web search engine with highly discriminative keys. 2005.
T. Luu; F. Klemm; M. Rajman; K. Aberer : Using Highly Discriminative Keys for Indexing in a Peer-to-Peer Full-Text Retrieval System. 2005.
C. Salzmann / D. Gillet (Dir.) : Real-time interaction over the Internet. Lausanne, EPFL, 2005. DOI : 10.5075/epfl-thesis-3224.
A. Trutnev / M. Rajman (Dir.) : Efficient integration of automated speech recognition in the framework of dialogue-based vocal systems. Lausanne, EPFL, 2005. DOI : 10.5075/epfl-thesis-3163.
A. Lisowska; M. Rajman; T. H. Bui : ARCHIVUS: A System for Accessing the Content of Recorded Multimodal Meetings. 2004. JOINT AMI/PASCAL/IM2/M4 Workshop on Multimodal Interaction and Related Machine Learning Algorithms. DOI : 10.1007/978-3-540-30568-2_25.
A. Trutnev; M. Rajman : Comparative evaluations in the domain of automatic speech recognition. 2004.
A. Rozenknop; J.-C. Chappelier; M. Rajman; P. Sojka; I. Kopecek et al. : Discriminative Models of SCFG and STSG. 2004. p. 187-194.
M. Rajman; A. Rozenknop; A. Trutnev : Speech recognition simulation and its application for Wizard-of-Oz experiments. 2004.
M. Rajman; T. H. Bui; A. Rajman; F. Seydoux; A. Trutnev et al. : Assessing the usability of a dialogue management system designed in the framework of a rapid dialogue prototyping methodology; ACTA ACUSTICA united with ACUSTICA, the Journal of the European Acoustics Association (EAA): International Journal on Acoustics. 2004.
M. Rajman; T. H. Bui; D. Portabella : Automated Generation of Finalized Dialogue Based Interfaces. 2004.
S. Moeller; J. Krebber; A. Raake; P. Smeele; M. Rajman et al. : INSPIRE: Evaluation of a Smart-Home System for Infotainment Management and Device Control. 2004. p. 1603-1606.
J. Krebber; S. Möller; R. Pegam; U. Jekosch; M. Melichar et al. : Wizard-of-Oz tests for a dialog system in smart homes. 2004.
T. H. Bui; M. Rajman; M. Melichar : Rapid Dialogue Prototyping Methodology. 2004.
H. Boland; J. Hoonhout; C. van Schijndel; J. Krebber; M. Melichar et al. : Turn on the lights: investigating the Inspire voice controlled smart home system. 2004.
K. Aberer; F. Klemm; M. Rajman; J. Wu : An Architecture for Peer-to-Peer Information Retrieval. 2004. 27th Annual International ACM SIGIR Conference (SIGIR 2004), Workshop on Peer-to-Peer Information Retrieval, 2004.
V. Kadlec; J.-C. Chappelier; M. Rajman : Tool for robust stochastic parsing using optimal maximum coverage. 2004.
D. Portabella; M. Rajman : A Dialogue-based Grounding mechanism and new Service Description Features for adapting Semantic (Web) Services to Personal Assistants. 2004.
P. Andrews; M. Rajman : Thematic Annotation: extracting concepts out of documents. 2004.
S. Quarteroni; M. Rajman : INTRODUCING RESET PATTERNS: AN EXTENSION TO A RAPID DIALOGUE PROTOTYPING METHODOLOGY. 2004.
T. H. Bui; M. Rajman : Rapid Dialogue Prototyping Methodology. 2004.
A. Boukottaya / G. Coray; C. Vanoirbeek (Dir.) : Schema matching for structured document transformations. Lausanne, EPFL, 2004. DOI : 10.5075/epfl-thesis-3108.
J.-C. Chappelier; M. Rajman : Parsing DOP with Monte-Carlo Techniques; Data-Oriented Parsing; Stanford: CSLI Publications, 2003. p. 83-106.
F. Seydoux; A. Trutnev; M. Rajman : Dialogue Management with weak speech recognition : a pragmatic approach. 2003.
A. Rozenknop; J.-C. Chappelier; M. Rajman : Grammaires a Substitution d'Arbres Polynomiales et Discriminantes; Traitement Automatique des Langues. 2003.
A. Rozenknop; J.-C. Chappelier; M. Rajman : Apprentissage discriminant pour les Grammaires a Substitution d'Arbres. 2003. p. 225-234.
A. Rozenknop; J.-C. Chappelier; M. Rajman : Gibbsian Tree Substitution Grammars. 2003. p. 137-148.
M. Rajman; A. Rajman; F. Seydoux; A. Trutnev : Assessing the usability of a dialogue management system designed in the framework of a rapid dialogue prototyping methodology. 2003.
M. Rajman; A. Rajman; F. Seydoux; A. Trutnev : Prototypage rapide et évaluation de modèles de dialogue finalisés. 2003.
J.-C. Chappelier; M. Rajman : Parsing DOP with Monte-Carlo Techniques. 2003.
R. Besançon; M. Rajman; J.-C. Chappelier : Représentation vectorielle de connaissances sémantiques pour la recherche d information; Assistance intelligente à la recherche d'informations; Hermes, 2003.
S. Armstrong; A. Clark; G. Coray; M. Georgescul; V. Pallotta et al. : Natural Language Queries on Natural Language Data: a Database of Meeting Dialogues. 2003.
A. Rozenknop / M. Rajman (Dir.) : Modèles syntaxiques probabilistes non-génératifs. Lausanne, EPFL, 2003. DOI : 10.5075/epfl-thesis-2705.
M. Rajman; V. Peristera; J.-C. Chappelier; F. Seydoux; A. Spinakis : Evaluation of Scientific and Technological Innovations using Statistical Analysis of Patents. 2002. p. 641-652.
J.-C. Chappelier; M. Rajman; A. Rozenknop : Grammaires à substitution d'arbre polynomiales : caractérisation et nouveaux exemples. 2002. p. 359-364.
J.-C. Chappelier; M. Rajman; A. Rozenknop : Polynomial Tree Substitution Grammars: Characterization and New Examples. 2002. Formal Grammar, 2002. p. 29-39.
R. Besançon; M. Rajman : Filtrages syntaxiques de co-occurrences pour la représentation vectorielle de documents. 2002.
R. Besançon; M. Rajman : Evaluation of a Vector Space similarity measure in a multilingual framework. 2002.
R. Besançon; M. Rajman : Validation de la notion de similarité textuelle dans un cadre multilingue. 2002.
V. Pallotta / G. Coray (Dir.) : Cognitive language engineering towards robust human-computer interaction. Lausanne, EPFL, 2002. DOI : 10.5075/epfl-thesis-2630.
J.-S. Monzani / D. Thalmann (Dir.) : An architecture for the behavioural animation of virtual humans. Lausanne, EPFL, 2002. DOI : 10.5075/epfl-thesis-2611.
H. Ghorbel / G. Coray (Dir.) : Alignement multicritères des textes appliqué aux documents médiévaux. Lausanne, EPFL, 2002. DOI : 10.5075/epfl-thesis-2609.
C. R. Ciressan / M. Rajman (Dir.) : An FPGA-based syntactic parser for large size real-life context-free grammars. Lausanne, EPFL, 2002. DOI : 10.5075/epfl-thesis-2522.
R. Besançon / M. Rajman (Dir.) : Intégration de connaissances syntaxiques et sémantiques dans les représentations vectorielles de textes. Lausanne, EPFL, 2002. DOI : 10.5075/epfl-thesis-2508.
C. Cristian-Raul; S. Eduardo; M. Rajman : An FPGA-based syntactic parser for real-life unrestricted context-free grammars. 2001.
C. Ciressan; E. Sanchez; M. Rajman; J.-C. Chappelier : An FPGA-based syntactic parser for real-life almost unrestricted context-free grammars. 2001.
J.-C. Chappelier; M. Rajman : Polynominal tree-substitution grammars: an efficient framework for Data-Oriented Parsing. 2001.
J.-C. Chappelier; M. Rajman : Grammaire à substitution d'arbre de complexité polynomiale : un cadre efficace pour DOP. 2001. p. 133-142.
J.-C. Chappelier; M. Rajman : Polynomial Tree Substitution Grammars: an efficient framework for Data-Oriented Parsing. 2001.
R. Besançon; A. Rozenknop; J.-C. Chappelier; M. Rajman : Intégration probabiliste de sens dans la représentation de textes. 2001. p. 83-91.
R. Besançon; J.-C. Chappelier; M. Rajman; A. Rozenknop : Improving Text representations through Probabilistic Integration of Synonymy Relations. 2001. p. 200-205.
F. Gers / W. Gerstner (Dir.) : Long short-term memory in recurrent neural networks. Lausanne, EPFL, 2001. DOI : 10.5075/epfl-thesis-2366.
M. Rajman; R. Besançon; J.-C. Chappelier : Le modele DSIR : une approche a base de semantique distributionnelle pour la recherche documentaire; Traitement automatique des langues. 2000.
M. Rajman; R. Besançon; J.-C. Chappelier : The DSIR model: a Distributional Semantics approach to Information Retrieval. 2000.
C. Ciressan; E. Sanchez; M. Rajman; J.-C. Chappelier : An FPGA-based coprocessor for the parsing of context-free grammars. 2000.
C. Ciressan; M. Rajman; E. Sanchez; J.-C. Chappelier : Towards NLP-coprocessing: An FPGA implementation of a context-free parser. 2000. p. 91-100.
J.-C. Chappelier; M. Rajman : Monte-Carlo Sampling for NP-Hard Maximization Problems in the Framework of Weighted Parsing. 2000.
G. Bernardis; H. Bourlard; J.-C. Chappelier; M. Rajman : Development of Acoustic and Linguistic Ressources for Research and Development in Interactive Vocal Information Servers. 2000.
A. Ballim; J.-C. Chappelier; M. Rajman; V. Pallotta; P. Sojka et al. : ISIS: Interaction through Speech with Information System. 2000. p. 339-344.
R. Aragües Peleato; J.-C. Chappelier; M. Rajman : Using Information Extraction to Classify Newspapers Advertisements. 2000. p. 309-316.
R. Aragües Peleato; J.-C. Chappelier; M. Rajman : Automated Information Extraction out of Classified Advertisements. 2000. p. 204-214.
C. Ciressan; M. Rajman; E. Sanchez; J.-C. Chappelier : Towards NLP co-processing: An FPGA implementation of a context-free parser. 2000. p. 91-100.
C. Ciressan; E. Sanchez; M. Rajman; J.-C. Chappelier : An FPGA-based coprocessor for the parsing of context-free grammars. 2000. p. 236-245.
R. A. Peleato; J.-C. Chappelier; M. Rajman : Integration of syntactic constraints within a speech recognition system: Coupling a speech recognizer and a stochastic context-free parser. 1999.
M. Rajman; R. Besançon : Stochastic Distributional Models for Textual Information Retrieval. 1999. p. 80-85.
J. Grana Gil; J.-C. Chappelier; M. Rajman : Using Syntactic Constraints in Natural Language Disambiguation. 1999.
J. Grana Gil; M. Rajman : Disambiguation Experiment for Spanish. 1999.
J.-C. Chappelier; M. Rajman; R. Aragües; A. Rozenknop : Lattice Parsing for Speech Recognition. 1999. p. 95-104.
R. Besançon; M. Rajman; J.-C. Chappelier : Textual Similarities based on a Distributional Approach. 1999. p. 180-184.
R. Aragües Peleato; J.-C. Chappelier; M. Rajman : Integration of syntactic constraints within a speech recognition system: Coupling a speech recognizer and a stochastic context-free parser. 1999.
G. Adda; J. Mariani; P. Paroubek; M. Rajman; J. Lecomte : L'action GRACE d'evaluation de l'assignation des parties du discours pour le francais; revue Langues. 1999.
G. Adda; J. Mariani; P. Paroubek; M. Rajman; J. Lecomte : Métriques et premiers résultats de l'évaluation GRACE des étiqueteurs morphosyntaxiques pour le francais. 1999.
G. Bernardis; H. Bourlard; M. Rajman; J.-C. Chappelier : INtegrating SPEech acoustic and linguistic Constraints: Baseline System Development. 1999.
M. Rajman; R. Besançon : Text Mining - Knowledge extraction from unstructured textual data. 1998. p. 473-480.
M. Rajman; L. Lebart : Similarités pour données textuelles. 1998. p. 545-555.
J. Lecomte; N. Lucas; M. Rajman : Linguistic Issues in GRACE (evaluation of Part-Of-Speech tagging for French). 1998.
R. Feldman; M. Fresko; Y. Kinar; Y. Lindell; O. Liphstat et al. : Text Mining at the Term Level. 1998.
R. Feldman; M. Fresko; H. Hirsh; Y. Aumann; O. Liphsta et al. : Knowledge Management: A Text Mining Approach. 1998. p. 9.1-9.10.
J.-C. Chappelier; M. Rajman : A Practical Bottom-Up Algorithm for On-Line Parsing with Stochastic Context-Free Grammars. 1998.
J.-C. Chappelier; M. Rajman : Extraction stochastique d'arbres d'analyse pour le modele DOP. 1998. p. 52-61.
J.-C. Chappelier; M. Rajman : A generalized CYK algorithm for parsing stochastic CFG. 1998. p. 133-137.
G. Adda; J. Mariani; J. Lecomte; P. Paroubek; M. Rajman : The GRACE French Part-Of-Speech Tagging Evaluation Task. 1998. p. 433-441.
A. Rungsawang; M. Rajman : Le Système D-SIR et le projet Amaryllis. 1997.
M. Rajman; R. Besançon : Text Mining: Natural Language techniques and Text Mining applications. 1997.
M. Rajman; T. Delbecque : Verbatim analysis and usability in operational management. 1997.
M. Rajman : Text Mining, knowledge extraction from unstructured textual data. 1997.
P. Paroubek; G. Adda; J. Mariani; M. Rajman : Les procédures de mesure automatique de l'action GRACE pour l'évaluation des assignateurs de Parties du Discours pour le Français. 1997.
J. Mariani; J. Lecomte; P. Paroubek; M. Rajman; G. Adda : Progress report on the GRACE evaluation program for French Part-Of-Speech taggers. 1997.
G. Adda; M. de Calmès; G. Pérennou; L. Lamel; M. Rajman et al. : Ressources pour l'apprentissage, le développement et l'évaluation des systêmes de dictée vocale en français : corpus de texte, de parole et lexical. 1997.
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