13 citations · 19 across the 3 of their papers we have counts for
3 papers
SiameseDuo++: Active Learning from Data Streams with Dual Augmented Siamese Networks
Kleanthis Malialis, Stylianos Filippou, Christos G. Panayiotou +1
Data stream mining, also known as stream learning, is a growing area which deals with learning from high-speed arriving data. Its relevance has surged recently due to its wide rang…
Improving Customer Experience in Call Centers with Intelligent Customer-Agent Pairing
S. Filippou, A. Tsiartas, P. Hadjineophytou +3
Customer experience plays a critical role for a profitable organisation or company. A satisfied customer for a company corresponds to higher rates of customer retention, and better…
Data augmentation on-the-fly and active learning in data stream classification
Kleanthis Malialis, Dimitris Papatheodoulou, Stylianos Filippou +2
There is an emerging need for predictive models to be trained on-the-fly, since in numerous machine learning applications data are arriving in an online fashion. A critical challen…