sing group http://sing.ei.uvigo.es  

head
sing logo

Here you can find some useful documents about the internal operation of SpamHunting. Moreover, you can download some user documentation about the usage of SpamHunting Light version and SpamHunting Desktop. Finally, we place here some aditional scientific references that presents a deep description about the SpamHunting internal operation and technology.
References
2007-08-27 23:00:31

This section contains some references of scientific papers about the SpamHunting project:

Scientific Journals

  • F. Fdez-Riverola, E. L. Iglesias, F. Díaz, J. R. Méndez, J. M. Corchado (2007). Applying Lazy Learning Algorithms to Tackle Concept Drift in Spam Filtering. ESWA: Expert Syst. With Applications 33(1):36--48
  • F. Fdez-Riverola, E. L. Iglesias, F. Díaz, J. R. Méndez, J. M. Corchado (2007). SpamHunting: An Instance-Based Reasoning System for Spam Labeling and Filtering. DSS: Decision Support Systems 43(3):722--736
  • J. R. Méndez, E. L. Iglesias, F. Fdez-Riverola, F. Díaz, J. M. Corchado (2005). Analyzing the Impact of Corpus Preprocessing on Anti-Spam Filtering Software. RCS: Research on Comp. Science 17:129--138

Springer Lecture Notes Series

  • J. R. Méndez, C. González, D. Glez-Peña, F. Fdez-Riverola, F. Díaz, J. M. Corchado (2007). Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System. Lecture Notes on Artificial Intelligence. (To Appear)
  • J. R. Méndez, B. Corzo, D. Glez-Peña, F. Fdez-Riverola, F. Díaz (2007). Analyzing the Performance of Spam Filtering Methods when Dimensionality of Input Vector Changes. Lecture Notes on Artificial Intelligence. (To Appear)
  • J. R. Méndez, F. Fdez-Riverola, F. Díaz, E. L. Iglesias, J. M. Corchado (2006). Tracking Concept Drift at Feature Selection Stage in SpamHunting: an Anti-Spam Instance-Based Reasoning System. Lecture Notes on Artificial Intelligence. (pp. 504-518 / Volumen: 4106)
  • J. R. Méndez, F. Fdez-Riverola, E. L. Iglesias, F. Díaz, J. M. Corchado (2006). A Comparative Performance Study of Feature Selection Methods for the Anti-Spam Filtering Domain. Lecture Notes on Artificial Intelligence. (pp. 106-120 / Volumen: 4065)
  • J. R. Méndez, E. L. Iglesias, F. Fdez-Riverola, F. Díaz, J. M. Corchado (2006). Tokenising, Stemming and Stopword Removal on the Spam Filtering Domain. Lecture Notes on Computing Science. (pp. 449-458 / Volumen: 4177)

International Conferences and Workshops

  • J. R. Méndez, F. Fdez-Riverola, D. Glez-Peña, F. Díaz, J. M. Corchado (2007). Relaxing Feature Selection in Spam Filtering by using Case-Based Reasoning Systems. Proceedings of the 14th Portuguese Conference on Artificial Intelligence (To Appear)
  • D. Glez-Peña, J. R. Méndez, F. Fdez-Riverola (2006). SPAMHUNTER AGENT: a MultiAgent architecture for the SPAMHUNTING system. Proceedings of the 5th International Workshop on Practical Applications of Agents and Multiagent Systems (pp. 51-62)

 SpamHunting technology applied to other research fields

  • A. Abi-Haidar, J. Kaur1, A. Maguitman, P. Radivojac, A. Retchsteiner, K. Verspoor, Z. Wang , L. M. Rocha (2007). Uncovering Protein-Protein Interactions in the Bibliome. Proceedings of the 2nd BioCreative  Challenge Evaluation Workshop (ISBN 84-933255-6-2), pp. 247-255.