Search Results for author: Eleftherios Spyromitros-Xioufis

Found 4 papers, 0 papers with code

Multi-target regression via output space quantization

no code implementations22 Mar 2020 Eleftherios Spyromitros-Xioufis, Konstantinos Sechidis, Ioannis Vlahavas

Multi-target regression is concerned with the prediction of multiple continuous target variables using a shared set of predictors.

Multi-target regression Quantization

Design and implementation of an open source Greek POS Tagger and Entity Recognizer using spaCy

no code implementations5 Dec 2019 Eleni Partalidou, Eleftherios Spyromitros-Xioufis, Stavros Doropoulos, Stavros Vologiannidis, Konstantinos I. Diamantaras

This paper proposes a machine learning approach to part-of-speech tagging and named entity recognition for Greek, focusing on the extraction of morphological features and classification of tokens into a small set of classes for named entities.

Named Entity Recognition Part-Of-Speech Tagging +1

Multi-Target Regression via Random Linear Target Combinations

no code implementations20 Apr 2014 Grigorios Tsoumakas, Eleftherios Spyromitros-Xioufis, Aikaterini Vrekou, Ioannis Vlahavas

Multi-target regression is concerned with the simultaneous prediction of multiple continuous target variables based on the same set of input variables.

General Classification Multi-Label Classification +1

Multi-Target Regression via Input Space Expansion: Treating Targets as Inputs

no code implementations28 Nov 2012 Eleftherios Spyromitros-Xioufis, Grigorios Tsoumakas, William Groves, Ioannis Vlahavas

When the prediction targets are binary the task is called multi-label classification, while when the targets are continuous the task is called multi-target regression.

General Classification Multi-Label Classification +2

Cannot find the paper you are looking for? You can Submit a new open access paper.