3 citations · 5 across the 4 of their papers we have counts for
5 papers
ALER: An Active Learning Hybrid System for Efficient Entity Resolution
Dimitrios Karapiperis, Leonidas Akritidis, Panayiotis Bozanis +1
Entity Resolution (ER) is a critical task for data integration, yet state-of-the-art supervised deep learning models remain impractical for many real-world applications due to thei…
A Conditional GAN for Tabular Data Generation with Probabilistic Sampling of Latent Subspaces
Leonidas Akritidis, Panayiotis Bozanis
The tabular form constitutes the standard way of representing data in relational database systems and spreadsheets. But, similarly to other forms, tabular data suffers from class i…
A Clustering-Based Combinatorial Approach to Unsupervised Matching of Product Titles
Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis +1
The constant growth of the e-commerce industry has rendered the problem of product retrieval particularly important. As more enterprises move their activities on the Web, the volum…
Identifying Influential Bloggers: Time Does Matter
Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis
Blogs have recently become one of the most favored services on the Web. Many users maintain a blog and write posts to express their opinion, experience and knowledge about a produc…
Spam: It's Not Just for Inboxes and Search Engines! Making Hirsch h-index Robust to Scientospam
Dimitrios Katsaros, Leonidas Akritidis, Panayiotis Bozanis
What is the 'level of excellence' of a scientist and the real impact of his/her work upon the scientific thinking and practising? How can we design a fair, an unbiased metric -- an…