Computing Frequent Itemsets in Parallel Using Partial Support Trees. - Dora Souliou; Aris Pagourtzis; Nikolaos Drosinos (PVM/MPI, 2005)

Computing frequent itemsets in parallel using partial support trees. - Dora Souliou; Aris Pagourtzis; Nikolaos Drosinos; Panayotis Tsanakas (J. Syst. Softw., 2006)

A fast parallel algorithm for frequent itemsets mining. - Dora Souliou; Aris Pagourtzis; Panayotis Tsanakas (AIAI, 2007)

On Estimating Semantic Loss in Peer Data Management Systems. - Yannis Delveroudis; Paraskevas V. Lekeas; Dora Souliou (AP2PS, 2009)

Improved methods for extracting frequent itemsets from interim-support trees. - Frans Coenen; Paul H. Leng; Aris Pagourtzis; Wojciech Rytter; Dora Souliou (Softw. Pract. Exp., 2009)

Combining probabilistic neural networks and decision trees for maximally accurate and efficient accident prediction. - Tatiana Tambouratzis; Dora Souliou; Miltiadis S. Chalikias; Andreas Gregoriades (IJCNN, 2010)

Dimensionality Reduction of Accident Databases for Minimal Tradeoff in Prediction Accuracy. - Tatiana Tambouratzis; Miltiadis S. Chalikias; Dora Souliou; Andreas Gregoriades (IKE, 2010)

A New Framework for Join Product Skew. - Victor Kyritsis; Paraskevas V. Lekeas; Dora Souliou; Foto N. Afrati (RED, 2010)

Maximising Accuracy and Efficiency of Traffic Accident Prediction Combining Information Mining with Computational Intelligence Approaches and Decision Trees. - Tatiana Tambouratzis; Dora Souliou; Miltiadis S. Chalikias; Andreas Gregoriades (J. Artif. Intell. Soft Comput. Res., 2014)

Community Detection via Neighborhood Overlap and Spanning Tree Computations. - Ketki Kulkarni; Aris Pagourtzis; Katerina Potika; Petros Potikas; Dora Souliou (ALGOCLOUD, 2018)

Weight assignment on edges towards improved community detection. - Dora Souliou; Petros Potikas; Katerina Potika; Aris Pagourtzis (IDEAS, 2019)

Overlapping Community Detection via Minimum Spanning Tree Computations. - Aris Pagourtzis; Dora Souliou; Petros Potikas; Katerina Potika (BigDataService, 2020)

A parallel community detection algorithm based on spanning trees. - Petros Potikas; Dora Souliou; Aris Pagourtzis; Katerina Potika (BigDataService, 2022)

Overlapping community detection using graph attention networks. - Konstantinos Sismanis; Petros Potikas; Dora Souliou; Aris Pagourtzis (Future Gener. Comput. Syst., 2025)