338 citations · 698 across the 54 of their papers we have counts for
4 papers · 1 filter
From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences
Tatiana Passali, Efstathios Chatzikyriakidis, Stelios Andreadis +4
Long sentences have been a persistent issue in written communication for many years since they make it challenging for readers to grasp the main points or follow the initial intent…
Local Interpretability of Random Forests for Multi-Target Regression
Avraam Bardos, Nikolaos Mylonas, Ioannis Mollas +1
Multi-target regression is useful in a plethora of applications. Although random forest models perform well in these tasks, they are often difficult to interpret. Interpretability…
Does Noise Affect Housing Prices? A Case Study in the Urban Area of Thessaloniki
Georgios Kamtziridis, Dimitris Vrakas, Grigorios Tsoumakas
Real estate markets depend on various methods to predict housing prices, including models that have been trained on datasets of residential or commercial properties. Most studies e…
Large-scale investigation of weakly-supervised deep learning for the fine-grained semantic indexing of biomedical literature
Anastasios Nentidis, Thomas Chatzopoulos, Anastasia Krithara +2
Objective: Semantic indexing of biomedical literature is usually done at the level of MeSH descriptors with several related but distinct biomedical concepts often grouped together…