A. Likas

activity

19972024

most citedArtificial Neural Networks for Solving Ordinary and Partial Differential Equations

2.4k citations · 2.6k across the 9 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 1 cited

Global $k$ -means $+ +$ : an effective relaxation of the global $k$ -means clustering algorithm

Georgios Vardakas, Aristidis Likas

The $k$ -means algorithm is a prevalent clustering method due to its simplicity, effectiveness, and speed. However, its main disadvantage is its high sensitivity to the initial posi…

cs.LG2022

A Set Membership Approach to Discovering Feature Relevance and Explaining Neural Classifier Decisions

Stavros P. Adam, Aristidis C. Likas

Neural classifiers are non linear systems providing decisions on the classes of patterns, for a given problem they have learned. The output computed by a classifier for each patter…

Global k-means++: an effective relaxation of the global k-means clustering algorithm

A Set Membership Approach to Discovering Feature Relevance and Explaining Neural Classifier Decisions

Global $k$ -means $+ +$ : an effective relaxation of the global $k$ -means clustering algorithm