Search Results for author: Konstantinos Blekas

Found 4 papers, 1 papers with code

Multi-Label Sampling based on Local Label Imbalance

1 code implementation7 May 2020 Bin Liu, Konstantinos Blekas, Grigorios Tsoumakas

Experimental results on 13 multi-label datasets demonstrate the effectiveness of the proposed measure and sampling approaches for a variety of evaluation metrics, particularly in the case of an ensemble of classifiers trained on repeated samples of the original data.

Multi-Label Learning

Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods

no code implementations14 Dec 2019 Theocharis Kravaris, Christos Spatharis, Alevizos Bastas, George A. Vouros, Konstantinos Blekas, Gennady Andrienko, Natalia Andrienko, Jose Manuel Cordero Garcia

In this article, we report on the efficiency and effectiveness of multiagent reinforcement learning methods (MARL) for the computation of flight delays to resolve congestion problems in the Air Traffic Management (ATM) domain.

Management reinforcement-learning +1

A Bayesian Ensemble Regression Framework on the Angry Birds Game

no code implementations22 Aug 2014 Nikolaos Tziortziotis, Georgios Papagiannis, Konstantinos Blekas

This has the advantage to establish an informative feature space and modify the task of game playing to a regression analysis problem.

regression

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