[CEUR Workshop Proceedings] Vol-761

Copyright © 2011 for the individual papers by the papers' authors. Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors.

DDIExtraction 2011
First Challenge Task on Drug-Drug Interaction Extraction 2011

Proceedings of the 1st Challenge Task on Drug-Drug Interaction Extraction 2011

SEPLN 2011 satellite workshop

Huelva, Spain, September 7, 2011.

Edited by

Isabel Segura-Bedmar *
Paloma Martinez *
Daniel Sanchez-Cisneros *

* University Carlos III of Madrid, Computer Science Department, Av. Universidad, 30 - 28911 LeganÚs (Madrid), Spain

Table of Contents

  1. The 1st DDIExtraction-2011 Challenge Task: Extraction of Drug-Drug Interactions from Biomedical Texts 1-9
    Isabel Segura-Bedmar, Paloma Martinez, Daniel Sanchez-Cisneros
  2. Relation Extraction for Drug-Drug Interactions using Ensemble Learning 11-18
    Philippe Thomas, Mariana Neves, Illes Solt, Domonkos Tikk, Ulf Leser
  3. Two Different Machine Learning Techniques for Drug-Drug Interaction Extraction 19-26
    Md. Faisal Mahbub Chowdhury, Asma Ben Abacha, Alberto Lavelli, Pierre Zweigenbaum
  4. Drug-drug Interaction Extraction Using Composite Kernels 27-33
    Md. Faisal Mahbub Chowdhury, Alberto Lavelli
  5. Drug-Drug Interaction Extraction with RLS and SVM Classiffers 35-42
    Jari Björne, Antti Airola, Tapio Pahikkala, Tapio Salakoski
  6. Feature Selection for Drug-Drug Interaction Detection Using Machine-Learning Based Approaches 43-50
    Anne-Lyse Minard, Anne-Laure Ligozat, Brigitte Grau, Lamia Makour
  7. Automatic Drug-Drug Interaction Detection: A Machine Learning Approach with Maximal Frequent Sequence Extraction 51-58
    Sandra Garcia-Blasco, Santiago M. Mola-Velasco, Roxana Danger, Paolo Rosso
  8. A Machine Learning Approach to Extract Drug - Drug Interactions in an Unbalanced Dataset 59-65
    Jacinto Mata Vázquez, Ramón Santano, Daniel Blanco, Marcos Lucero, Manuel J. Maña López
  9. Drug-Drug Interactions Discovery Based on CRFs SVMs and Rule-Based Methods 67-74
    Stefania Rubrichi, Matteo Gabetta, Riccardo Bellazzi, Cristiana Larizza, Silvana Quaglini
  10. An Experimental Exploration of Drug-Drug Interaction Extraction from Biomedical Texts 75-82
    Man Lan, Jiang Zhao, Kezun Zhang, Honglei Shi, Jingli Cai
  11. Extraction of Drug-Drug Interactions Using All Paths Graph Kernel 83-88
    Shreyas Karnik, Abhinita Subhadarshini, Zhiping Wang, Luis Rocha, Lang Li
The whole proceedings can also be downloaded as a single file pdf.

28-Jul-2011: submitted by Daniel Sanchez-Cisneros
28-Jul-2011: published on CEUR-WS.org