Dimitrios Mavroeidis

发表

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

Michalis Vazirgiannis, Dimitrios Mavroeidis, 2007, ECML.

Improved Distances for Structured Data

Peter A. Flach, Dimitrios Mavroeidis, 2003, ILP.

Using Tri-Training and Support Vector Machines for addressing the ECML-PKDD 2006 Discovery Challenge

Michalis Vazirgiannis, Dimitrios Mavroeidis, Konstantinos Chaidos, 2006 .

Anomaly Detection for imbalanced datasets with Deep Generative Models pdf

Vlado Menkovski, Dimitrios Mavroeidis, Nazly Rocio Santos Buitrago, 2018, ArXiv.

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

Dimitrios Mavroeidis, 2011, IJCAI.

Semantic Distances for Sets of Senses and Applications in Word Sense Disambiguation

Michalis Vazirgiannis, George Tsatsaronis, Dimitrios Mavroeidis, 2005 .

Multiscale event detection in social media

Pascal Frossard, Xiaowen Dong, Francesco Calabrese, 2014, Data Mining and Knowledge Discovery.

Improving Support Vector Machines Performance Using Local Search

Monique Hendriks, Sergio Consoli, Pieter C. Vos, 2017, MOD.

Improving Clinical Subjects Clustering by Learning and Optimizing Feature Weights

Monique Hendriks, Sergio Consoli, Pieter C. Vos, 2018, LOD.

Towards an automated method based on Iterated Local Search optimization for tuning the parameters of Support Vector Machines pdf

Monique Hendriks, Sergio Consoli, Pieter C. Vos, 2017, ArXiv.

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

Ella Bingham, Dimitrios Mavroeidis, 2008, 2008 Eighth IEEE International Conference on Data Mining.

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

Elena Marchiori, Dimitrios Mavroeidis, E. Marchiori, 2011, ECML/PKDD.

DEEN: A Simple and Fast Algorithm for Network Community Detection

Elena Marchiori, Dimitrios Mavroeidis, Pavol Jancura, 2011, CIBB.

Spatiotemporal Clustering of Urban Networks

Dimitrios Mavroeidis, Hoang Thanh Lam, Alessandra Pascale, 2015 .

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

Elena Marchiori, Lejla Batina, Dimitrios Mavroeidis, 2012, ECML/PKDD.

A Sequential Sampling Framework for Spectral k-Means Based on Efficient Bootstrap Accuracy Estimations: Application to Distributed Clustering

Dimitrios Mavroeidis, Panagis Magdalinos, 2012, TKDD.

Towards radiologist-level cancer risk assessment in CT lung screening using deep learning pdf

Tobias Klinder, Stojan Trajanovski, Rafael Wiemker, 2018, Comput. Medical Imaging Graph..

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

Christos Doulkeridis, Michalis Vazirgiannis, Akrivi Vlachou, 2007, Adaptive Multimedia Retrieval.

Simple and Accurate Uncertainty Quantification from Bias-Variance Decomposition pdf

Max Welling, Nicola Pezzotti, Shi Hu, 2020, ArXiv.

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

Elena Marchiori, Dimitrios Mavroeidis, E. Marchiori, 2013, Data Mining and Knowledge Discovery.

Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification

Gerhard Weikum, Michalis Vazirgiannis, George Tsatsaronis, 2005, PKDD.

SaferCity: a System for Detecting Incidents from Social Media

Yiannis Gkoufas, Xiaowen Dong, Francesco Calabrese, 2013, ICDM 2013.

Accelerating spectral clustering with partial supervision

Dimitrios Mavroeidis, 2010, Data Mining and Knowledge Discovery.

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

Ella Bingham, Dimitrios Mavroeidis, 2009, Knowledge and Information Systems.

Introducing Semantics in Web Personalization: The Role of Ontologies

Michalis Vazirgiannis, George Tsatsaronis, Magdalini Eirinaki, 2005, EWMF/KDO.

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

Giovanni Maria Farinella, Antonino Furnari, Dimitrios Mavroeidis, 2020, SmartPhil@IUI.

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

Yiannis Gkoufas, Xiaowen Dong, Francesco Calabrese, 2013, 2013 IEEE 13th International Conference on Data Mining Workshops.