HokieGo at 2017 PM Task: Genetic Programming based re-ranking method In Biomedical Information Retrieval

Created by W.Langdon from gp-bibliography.bib Revision:1.8154

@InProceedings{HokieGo-PM,

• author = "Junyan Wu and Xiaofu Ma and Weiguo Fan",
• title = "{HokieGo at 2017 PM} Task: Genetic Programming based re-ranking method In Biomedical Information Retrieval",
• booktitle = "NIST Special Publication 500-324: The Twenty-Sixth Text REtrieval Conference Proceedings (TREC 2017)",
• year = "2017",
• editor = "Ellen M. Voorhees and Angela Ellis",
• volume = "500-324",
• series = "Special Publication",
• address = "Gaithersburg, Maryland, USA",
• publisher_address = "USA",
• month = nov # " 15--17",
• publisher = "National Institute of Standards and Technology (NIST) and the Defense Advanced Research Projects Agency (DARPA)",
• keywords = "genetic algorithms, genetic programming",
• URL = "https://trec.nist.gov/pubs/trec26/papers/HokieGo-PM.pdf",
• size = "6 pages",
• abstract = "his paper summarizes our efforts on TREC 2017 Precision Medicine Track. We present a genetic programming based learning-to-rank algorithm. We perform two training experiments on 2014 and 2016 TREC CDS data and apply the pre-trained model as re-ranking method to improve the performance. In addition, two utility functions, CHK and FFP4, have been used for the training optimisation",
• notes = "conf/trec/WuMF17, https://trec.nist.gov/pubs/trec26/trec2017.html",

}

Genetic Programming entries for Junyan Wu Xiaofu Ma Weiguo Fan

Citations