Concepedia

Yannis Papanikolaou

YP

8

Publications

198

Citations

8

H-Index

2014

Active since

Affiliations

Aristotle University of Thessaloniki(Current)

Yannis Papanikolaou is an author at Aristotle University of Thessaloniki specializing in knowledge discovery, data science, and engineering.

Top concepts

EngineeringData ScienceKnowledge DiscoveryData MiningText MiningMachine LearningNatural Language ProcessingComputational LinguisticsStatisticsBiostatistics

Publications per year

2014–2020

8

Publications

8

Denoising Autoencoder Self-Organizing Map (DASOM)

Christos Ferles, Yannis Papanikolaou, Kevin J. Naidoo · Neural Networks · 2018 · 53 citations · Full text

Deep Bidirectional Transformers for Relation Extraction without Supervision

Yannis Papanikolaou, Ian Roberts, Andrea Pierleoni · 2019 · 27 citations · Full text

Natural Language Processing, Novel Framework, Deep Bidirectional Transformers +15

Large-scale online semantic indexing of biomedical articles via an ensemble of multi-label classification models

Yannis Papanikolaou, Grigorios Tsoumakas, Manos Laliotis et al. · Journal of Biomedical Semantics · 2017 · 23 citations · Full text

Ensemble Approaches for Large-Scale Multi-Label Classification and Question Answering in Biomedicine.

Yannis Papanikolaou, Nikos Markantonatos, Manos Laliotis et al. · 2014 · 21 citations

Engineering, Machine Learning, Intelligent Information Retrieval +22

Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA

Yannis Papanikolaou, James R. Foulds, Timothy N. Rubin et al. · Journal of Machine Learning Research · 2017 · 21 citations

Collapsed Variational Bayes, Engineering, Bayesian Inference +19

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