1992 …2022

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  • 2013

    Identifying unproven cancer treatments on the health Web: Addressing accuracy, generalizability and scalability

    Aphinyanaphongs, Y., Fu, L. D. & Aliferis, C. F., 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. IOS Press, p. 667-671 5 p. (Studies in Health Technology and Informatics; vol. 192, no. 1-2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • 2007

    A causal modeling framework for generating clinical practice guidelines from data

    Mani, S. & Aliferis, C., Oct 15 2007, Artificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings. p. 446-450 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4594 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • A comparison of impact factor, clinical query filters, and pattern recognition query filters in terms of sensitivity to topic

    Fu, L. D., Wang, L., Aphinyanagphongs, Y. & Aliferis, C. F., Dec 1 2007, MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics: Building Sustainable Health Systems. Vol. 129. p. 716-720 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Learning causal and predictive clinical practice guidelines from data

    Mani, S., Aliferis, C., Krishnaswami, S. & Kotchen, T., 2007, Studies in Health Technology and Informatics: Building Sustainable Health Systems. Pt 2 ed. IOS Press, Vol. 129. p. 850-854 5 p. (Studies in Health Technology and Informatics; vol. 129).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • Text categorization models for identifying unproven cancer treatments on the web

    Aphinyanaphongs, Y. & Aliferis, C., Dec 1 2007, MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics: Building Sustainable Health Systems. Vol. 129. p. 968-972 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2006

    Generating realistic large bayesian networks by tiling

    Tsamardinos, I., Statnikov, A., Brown, L. E. & Aliferis, C. F., Jul 24 2006, FLAIRS 2006 - Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference. Vol. 2006. p. 592-597 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    20 Scopus citations
  • 2004

    A theoretical characterization of linear SVM-based feature selection

    Hardin, D., Tsamardinos, I. & Aliferis, C. F., Dec 1 2004, Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004. Greiner, R. & Schuurmans, D. (eds.). p. 377-384 8 p. (Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    48 Scopus citations
  • 2003

    Causal Explorer: A Causal Probabilistic Network Learning Toolkit for Biomedical Discovery

    Aliferis, C. F., Statnikov, A. R., Tsamardinos, I. & Brown, L. E., Dec 1 2003, Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, METMBS 03. Valafar, F. & Valafar, H. (eds.). p. 371-376 6 p. (Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    73 Scopus citations
  • Identifying markov blankets with decision tree induction

    Frey, L., Fisher, D., Tsamardinos, I., Aliferis, C. F. & Statnikov, A., Dec 1 2003, Proceedings - 3rd IEEE International Conference on Data Mining, ICDM 2003. p. 59-66 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    25 Scopus citations
  • Time and sample efficient discovery of Markov blankets and direct causal relations

    Tsamardinos, I., Aliferis, C. F. & Statnikov, A., Dec 1 2003, Proceedings of the 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '03. p. 673-678 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    200 Scopus citations
  • Why Classification Models Using Array Gene Expression Data Perform So Well: A Preliminary Investigation Of Explanatory Factors

    Aliferis, C. F., Tsamardinos, I., Massion, P., Statnikov, A. R. & Hardin, D., Dec 1 2003, Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, METMBS 03. Valafar, F. & Valafar, H. (eds.). p. 47-53 7 p. (Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations