15 citations · 31 across the 15 of their papers we have counts for
23 papers
Truthful Meta-Explanations for Local Interpretability of Machine Learning Models
Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas
Automated Machine Learning-based systems' integration into a wide range of tasks has expanded as a result of their performance and speed. Although there are numerous advantages to…
Artificial Disfluency Detection, Uh No, Disfluency Generation for the Masses
T. Passali, T. Mavropoulos, G. Tsoumakas +2
Existing approaches for disfluency detection typically require the existence of large annotated datasets. However, current datasets for this task are limited, suffer from class imb…
Local Explanation of Dimensionality Reduction
Avraam Bardos, Ioannis Mollas, Nick Bassiliades +1
Dimensionality reduction (DR) is a popular method for preparing and analyzing high-dimensional data. Reduced data representations are less computationally intensive and easier to m…
Bayesian Active Summarization
Alexios Gidiotis, Grigorios Tsoumakas
Bayesian Active Learning has had significant impact to various NLP problems, but nevertheless it's application to text summarization has been explored very little. We introduce Bay…
Short-term Renewable Energy Forecasting in Greece using Prophet Decomposition and Tree-based Ensembles
Argyrios Vartholomaios, Stamatis Karlos, Eleftherios Kouloumpris +1
Energy production using renewable sources exhibits inherent uncertainties due to their intermittent nature. Nevertheless, the unified European energy market promotes the increasing…
Harvesting the Public MeSH Note field
Anastasios Nentidis, Anastasia Krithara, Grigorios Tsoumakas +1
In this document, we report an analysis of the Public MeSH Note field of the new descriptors introduced in the MeSH thesaurus between 2006 and 2020. The aim of this analysis was to…