Improved Distances for Structured Data. - Dimitrios Mavroeidis; Peter A. Flach (ILP, 2003)

Introducing Semantics in Web Personalization: The Role of Ontologies. - Magdalini Eirinaki; Dimitrios Mavroeidis; George Tsatsaronis 001; Michalis Vazirgiannis (EWMF/KDO, 2005)

Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification. - Dimitrios Mavroeidis; George Tsatsaronis 001; Michalis Vazirgiannis; Martin Theobald; Gerhard Weikum (PKDD, 2005)

Designing a Peer-to-Peer Architecture for Distributed Image Retrieval. - Akrivi Vlachou; Christos Doulkeridis; Dimitrios Mavroeidis; Michalis Vazirgiannis (Adaptive Multimedia Retrieval, 2007)

Stability Based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA. - Dimitrios Mavroeidis; Michalis Vazirgiannis (ECML, 2007)

Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological Data. - Dimitrios Mavroeidis; Ella Bingham (ICDM, 2008)

Stability of spectral learning algorithms: theory, methodologies and applications - Dimitrios Mavroeidis (2009)

Accelerating spectral clustering with partial supervision. - Dimitrios Mavroeidis (Data Min. Knowl. Discov., 2010)

Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection. - Dimitrios Mavroeidis; Ella Bingham (Knowl. Inf. Syst., 2010)

DEEN: A Simple and Fast Algorithm for Network Community Detection. - Pavol Jancura; Dimitrios Mavroeidis; Elena Marchiori (CIBB, 2011)

Mind the Eigen-Gap, or How to Accelerate Semi-Supervised Spectral Learning Algorithms. - Dimitrios Mavroeidis (IJCAI, 2011)

A Novel Stability Based Feature Selection Framework for k-means Clustering. - Dimitrios Mavroeidis; Elena Marchiori (ECML/PKDD (2), 2011)

PCA, Eigenvector Localization and Clustering for Side-Channel Attacks on Cryptographic Hardware Devices. - Dimitrios Mavroeidis; Lejla Batina; Twan van Laarhoven; Elena Marchiori (ECML/PKDD (1), 2012)

A Sequential Sampling Framework for Spectral k-Means Based on Efficient Bootstrap Accuracy Estimations: Application to Distributed Clustering. - Dimitrios Mavroeidis; Panagis Magdalinos (ACM Trans. Knowl. Discov. Data, 2012)

SaferCity: A System for Detecting and Analyzing Incidents from Social Media. - Michele Berlingerio; Francesco Calabrese; Giusy Di Lorenzo; Xiaowen Dong 001; Yiannis Gkoufas; Dimitrios Mavroeidis (ICDM Workshops, 2013)

Feature selection for k-means clustering stability: theoretical analysis and an algorithm. - Dimitrios Mavroeidis; Elena Marchiori (Data Min. Knowl. Discov., 2014)

Multiscale event detection in social media. - Xiaowen Dong 001; Dimitrios Mavroeidis; Francesco Calabrese; Pascal Frossard (Data Min. Knowl. Discov., 2015)

Improving Support Vector Machines Performance Using Local Search. - Sergio Consoli; Jacek Kustra; Pieter C. Vos; Monique Hendriks; Dimitrios Mavroeidis (MOD, 2017)

Towards an automated method based on Iterated Local Search optimization for tuning the parameters of Support Vector Machines. - Sergio Consoli; Jacek Kustra; Pieter C. Vos; Monique Hendriks; Dimitrios Mavroeidis (CoRR, 2017)

Improving Clinical Subjects Clustering by Learning and Optimizing Feature Weights. - Sergio Consoli; Monique Hendriks; Pieter C. Vos; Jacek Kustra; Dimitrios Mavroeidis; Ralf Hoffmann (LOD, 2018)

Towards radiologist-level cancer risk assessment in CT lung screening using deep learning. - Stojan Trajanovski; Dimitrios Mavroeidis; Christine Leon Swisher; Binyam Gebrekidan Gebre; Bas Veeling; Rafael Wiemker; Tobias Klinder; Amir Tahmasebi; Shawn M. Regis; Christoph Wald; Brady J. McKee; Heber MacMahon; et al. (CoRR, 2018)

Anomaly Detection for imbalanced datasets with Deep Generative Models. - Nazly Rocio Santos Buitrago; Loek Tonnaer; Vlado Menkovski; Dimitrios Mavroeidis (CoRR, 2018)

Scene Understanding and Interaction Anticipation from First Person Vision (short paper). - Ivan Rodin; Antonino Furnari; Dimitrios Mavroeidis; Giovanni Maria Farinella (SmartPhil@IUI, 2020)

Simple and Accurate Uncertainty Quantification from Bias-Variance Decomposition. - Shi Hu; Nicola Pezzotti; Dimitrios Mavroeidis; Max Welling (CoRR, 2020)

Towards radiologist-level cancer risk assessment in CT lung screening using deep learning. - Stojan Trajanovski; Dimitrios Mavroeidis; Christine Leon Swisher; Binyam Gebrekidan Gebre; Bastiaan S. Veeling; Rafael Wiemker; Tobias Klinder; Amir Tahmasebi; Shawn M. Regis; Christoph Wald; Brady J. McKee; Sebastian Flacke; et al. (Comput. Medical Imaging Graph., 2021)

Predicting the future from first person (egocentric) vision: A survey. - Ivan Rodin; Antonino Furnari; Dimitrios Mavroeidis; Giovanni Maria Farinella (Comput. Vis. Image Underst., 2021)

Untrimmed Action Anticipation. - Ivan Rodin; Antonino Furnari; Dimitrios Mavroeidis; Giovanni Maria Farinella (ICIAP (3), 2022)

Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant Secondary Features. - Christiaan G. A. Viviers; Mark Ramaekers; Peter H. N. de With; Dimitrios Mavroeidis; Joost Nederend; Misha Luyer; Fons van der Sommen (CaPTion@MICCAI, 2022)

A robust model selection framework for fault detection and system health monitoring with limited failure examples: Heterogeneous data fusion and formal sensitivity bounds. - Roberto Rocchetta; Qi Gao; Dimitrios Mavroeidis; Milan Petkovic (Eng. Appl. Artif. Intell., 2022)

Egocentric Action Anticipation for Personal Health. - Ivan Rodin; Antonino Furnari; Dimitrios Mavroeidis; Giovanni Maria Farinella (ICASSP, 2023)

Advancing Abdominal Organ and PDAC Segmentation Accuracy with Task-Specific Interactive Models. - Sanne E. Okel; Christiaan G. A. Viviers; Mark Ramaekers; Terese Hellström; Nick Tasios; Dimitrios Mavroeidis; Jon R. Pluyter; Igor Jacobs; Misha Luyer; Peter H. N. de With; Fons van der Sommen (AMAI@MICCAI, 2023)