Dimitrios Mavroeidis

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 16

Top Topics

Tumor Detection

Feature Weights

Support Vector Machine

Top Venues

Data Min. Knowl. Discov.

Publications

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
Advancing Abdominal Organ and PDAC Segmentation Accuracy with Task-Specific Interactive Models. AMAI@MICCAI (2023)
Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella
Egocentric Action Anticipation for Personal Health. ICASSP (2023)
Christiaan G. A. Viviers, Mark Ramaekers, Peter H. N. de With, Dimitrios Mavroeidis, Joost Nederend, Misha Luyer, Fons van der Sommen
Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant Secondary Features. CoRR (2022)
Roberto Rocchetta, Qi Gao, Dimitrios Mavroeidis, Milan Petkovic
A robust model selection framework for fault detection and system health monitoring with limited failure examples: Heterogeneous data fusion and formal sensitivity bounds. Eng. Appl. Artif. Intell. 114 (2022)
Christiaan G. A. Viviers, Mark Ramaekers, Peter H. N. de With, Dimitrios Mavroeidis, Joost Nederend, Misha Luyer, Fons van der Sommen
Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant Secondary Features. CaPTion@MICCAI (2022)
Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella
Untrimmed Action Anticipation. ICIAP (3) (2022)
Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella
Untrimmed Action Anticipation. CoRR (2022)
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
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning. Comput. Medical Imaging Graph. 90 (2021)
Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella
Predicting the future from first person (egocentric) vision: A survey. Comput. Vis. Image Underst. 211 (2021)
Shi Hu, Nicola Pezzotti, Dimitrios Mavroeidis, Max Welling
Simple and Accurate Uncertainty Quantification from Bias-Variance Decomposition. CoRR (2020)
Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella
Scene Understanding and Interaction Anticipation from First Person Vision (short paper). SmartPhil@IUI (2020)
Sergio Consoli, Monique Hendriks, Pieter C. Vos, Jacek Kustra, Dimitrios Mavroeidis, Ralf Hoffmann
Improving Clinical Subjects Clustering by Learning and Optimizing Feature Weights. LOD (2018)
Nazly Rocio Santos Buitrago, Loek Tonnaer, Vlado Menkovski, Dimitrios Mavroeidis
Anomaly Detection for imbalanced datasets with Deep Generative Models. CoRR (2018)
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
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning. CoRR (2018)
Sergio Consoli, Jacek Kustra, Pieter C. Vos, Monique Hendriks, Dimitrios Mavroeidis
Improving Support Vector Machines Performance Using Local Search. MOD (2017)
Sergio Consoli, Jacek Kustra, Pieter C. Vos, Monique Hendriks, Dimitrios Mavroeidis
Towards an automated method based on Iterated Local Search optimization for tuning the parameters of Support Vector Machines. CoRR (2017)
Xiaowen Dong, Dimitrios Mavroeidis, Francesco Calabrese, Pascal Frossard
Multiscale event detection in social media. Data Min. Knowl. Discov. 29 (5) (2015)
Xiaowen Dong, Dimitrios Mavroeidis, Francesco Calabrese, Pascal Frossard
Multiscale Event Detection in Social Media. CoRR (2014)
Dimitrios Mavroeidis, Elena Marchiori
Feature selection for k-means clustering stability: theoretical analysis and an algorithm. Data Min. Knowl. Discov. 28 (4) (2014)
Michele Berlingerio, Francesco Calabrese, Giusy Di Lorenzo, Xiaowen Dong, Yiannis Gkoufas, Dimitrios Mavroeidis
SaferCity: A System for Detecting and Analyzing Incidents from Social Media. ICDM Workshops (2013)
Dimitrios Mavroeidis, Panagis Magdalinos
A Sequential Sampling Framework for Spectral k-Means Based on Efficient Bootstrap Accuracy Estimations: Application to Distributed Clustering. ACM Trans. Knowl. Discov. Data 6 (2) (2012)
Dimitrios Mavroeidis, Lejla Batina, Twan van Laarhoven, Elena Marchiori
PCA, Eigenvector Localization and Clustering for Side-Channel Attacks on Cryptographic Hardware Devices. ECML/PKDD (1) (2012)
Dimitrios Mavroeidis, Elena Marchiori
A Novel Stability Based Feature Selection Framework for k-means Clustering. ECML/PKDD (2) (2011)
Pavol Jancura, Dimitrios Mavroeidis, Elena Marchiori
DEEN: A Simple and Fast Algorithm for Network Community Detection. CIBB (2011)
Dimitrios Mavroeidis
Mind the Eigen-Gap, or How to Accelerate Semi-Supervised Spectral Learning Algorithms. IJCAI (2011)
Dimitrios Mavroeidis, Ella Bingham
Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection. Knowl. Inf. Syst. 23 (2) (2010)
Dimitrios Mavroeidis
Accelerating spectral clustering with partial supervision. Data Min. Knowl. Discov. 21 (2) (2010)
Dimitrios Mavroeidis, Ella Bingham
Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological Data. ICDM (2008)
Dimitrios Mavroeidis, Michalis Vazirgiannis
Stability Based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA. ECML (2007)
Akrivi Vlachou, Christos Doulkeridis, Dimitrios Mavroeidis, Michalis Vazirgiannis
Designing a Peer-to-Peer Architecture for Distributed Image Retrieval. Adaptive Multimedia Retrieval (2007)
Dimitrios Mavroeidis, George Tsatsaronis, Michalis Vazirgiannis, Martin Theobald, Gerhard Weikum
Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification. PKDD (2005)
Magdalini Eirinaki, Dimitrios Mavroeidis, George Tsatsaronis, Michalis Vazirgiannis
Introducing Semantics in Web Personalization: The Role of Ontologies. EWMF/KDO (2005)
Dimitrios Mavroeidis, Peter A. Flach
Improved Distances for Structured Data. ILP (2003)