Dimitrios Mavroeidis

According to our database, Dimitrios Mavroeidis authored at least 31 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Proceedings of the Applications of Medical Artificial Intelligence, 2023

Egocentric Action Anticipation for Personal Health.

Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella

Proceedings of the IEEE International Conference on Acoustics, 2023

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

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

Proceedings of the Cancer Prevention Through Early Detection, 2022

Untrimmed Action Anticipation.

Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

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

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, Heber MacMahon, Homer H. Pien

Comput. Medical Imaging Graph., 2021

2020

Simple and Accurate Uncertainty Quantification from Bias-Variance Decomposition.

Shi Hu, Nicola Pezzotti, Dimitrios Mavroeidis, Max Welling

CoRR, 2020

Scene Understanding and Interaction Anticipation from First Person Vision (short paper).

Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella

Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020

2018

Anomaly Detection for imbalanced datasets with Deep Generative Models.

Nazly Rocio Santos Buitrago, Loek Tonnaer, Vlado Menkovski, Dimitrios Mavroeidis

CoRR, 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, Homer H. Pien

CoRR, 2018

Improving Clinical Subjects Clustering by Learning and Optimizing Feature Weights.

Sergio Consoli, Monique Hendriks, Pieter C. Vos, Jacek Kustra, Dimitrios Mavroeidis, Ralf Hoffmann

Proceedings of the Machine Learning, Optimization, and Data Science, 2018

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 Support Vector Machines Performance Using Local Search.

Sergio Consoli, Jacek Kustra, Pieter C. Vos, Monique Hendriks, Dimitrios Mavroeidis

Proceedings of the Machine Learning, Optimization, and Big Data, 2017

2015

Multiscale event detection in social media.

Xiaowen Dong, Dimitrios Mavroeidis, Francesco Calabrese, Pascal Frossard

Data Min. Knowl. Discov., 2015

2014

Feature selection for k-means clustering stability: theoretical analysis and an algorithm.

Dimitrios Mavroeidis, Elena Marchiori

Data Min. Knowl. Discov., 2014

2013

SaferCity: A System for Detecting and Analyzing Incidents from Social Media.

Michele Berlingerio, Francesco Calabrese, Giusy Di Lorenzo, Xiaowen Dong, Yiannis Gkoufas, Dimitrios Mavroeidis

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

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

PCA, Eigenvector Localization and Clustering for Side-Channel Attacks on Cryptographic Hardware Devices.

Dimitrios Mavroeidis, Lejla Batina, Twan van Laarhoven, Elena Marchiori

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

2011

A Novel Stability Based Feature Selection Framework for k-means Clustering.

Dimitrios Mavroeidis, Elena Marchiori

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Mind the Eigen-Gap, or How to Accelerate Semi-Supervised Spectral Learning Algorithms.

Dimitrios Mavroeidis

Proceedings of the IJCAI 2011, 2011

DEEN: A Simple and Fast Algorithm for Network Community Detection.

Pavol Jancura, Dimitrios Mavroeidis, Elena Marchiori

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2011

2010

Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection.

Dimitrios Mavroeidis, Ella Bingham

Knowl. Inf. Syst., 2010

Accelerating spectral clustering with partial supervision.

Dimitrios Mavroeidis

Data Min. Knowl. Discov., 2010

2009

Stability of spectral learning algorithms: theory, methodologies and applications

Dimitrios Mavroeidis

PhD thesis, 2009

2008

Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological Data.

Dimitrios Mavroeidis, Ella Bingham

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

Stability Based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA.

Dimitrios Mavroeidis, Michalis Vazirgiannis

Proceedings of the Machine Learning: ECML 2007, 2007

Designing a Peer-to-Peer Architecture for Distributed Image Retrieval.

Akrivi Vlachou, Christos Doulkeridis, Dimitrios Mavroeidis, Michalis Vazirgiannis

Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

2005

Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification.

Dimitrios Mavroeidis, George Tsatsaronis, Michalis Vazirgiannis, Martin Theobald, Gerhard Weikum

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Introducing Semantics in Web Personalization: The Role of Ontologies.

Magdalini Eirinaki, Dimitrios Mavroeidis, George Tsatsaronis, Michalis Vazirgiannis

Proceedings of the Semantics, Web and Mining, Joint International Workshops, 2005

2003

Improved Distances for Structured Data.

Dimitrios Mavroeidis, Peter A. Flach

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003