School of Informatics AUTh
Papanikolaou, Y., Tsoumakas, G. (2018) Subset Labeled LDA: A Topic Model for Extreme Multi-Label Classification, In Proceedings of the 20th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2018), Regensburg, Germany, September 3-6, 2018.
E. Papagiannopoulou, Y. Papanikolaou, D. Dimitriadis, S. Lagopoulos, G. Tsoumakas, M. Laliotis, N. Markantonatos, I. Vlahavas (2016) "Large-Scale Semantic Indexing and Question Answering in Biomedicine", In Proceedings of the BioASQ 2016 Workshop.
Papanikolaou, Y., Tsoumakas, G., Laliotis, M., Markantonatos, N., & Vlahavas, I. (2015). AUTH-Atypon at BioASQ 3: Large-Scale Semantic Indexing in Biomedicine. In Working Notes for the Conference and Labs of the Evaluation Forum (CLEF), Toulouse, France.
Y. Papanikolaou, D. Dimitriadis, G. Tsoumakas, M. Laliotis, N. Markantonatos, I. Vlahavas, “Ensemble Approaches for Large-Scale Multi-Label Classification and Question Answering in Biomedicine”, Proceedings BioASQ 2014 Workshop, Sheffield, UK, 2014.
Papanikolaou Y., Tsoumakas, G., Katakis, I. (2018) Hierarchical partitioning of the output space in multi-label data, Data & Knowledge Engineering 116, pp 42-60
Y. Papanikolaou, G. Tsoumakas, M. Laliotis, N. Markantonatos, I. Vlahavas (2017) Large-scale online semantic indexing of biomedical articles via an ensemble of multi-label classification models, Journal of Biomedical Semantics 8:43
E.A. Cherman, Y. Papanikolaou, G. Tsoumakas, M.C. Monard (2017) "Multi-Label Active Learning: Key Issues and a Novel Query Strategy", Evolving Systems
Y. Papanikolaou, J. Foulds, T. Rubin, G. Tsoumakas (2017) "Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA" Journal of Machine Learning Research 8(62):1−58