Name Card

Full name Familienname, Vorname
Iglesias Vazquez, Felix
 
Main Affiliation Organisations­zuordnung
 

Own Publications Eigene Publikationen

Results 1-20 of 56 (Search time: 0.004 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Iglesias Vazquez, Felix Clustering and Anomaly Detection: Deep or Shallow Learning?Presentation Vortrag13-Mar-2024
2Hartl, Alexander ; Iglesias Vazquez, Felix ; Zseby, Tanja dSalmon: High-Speed Anomaly Detection for Evolving Multivariate Data StreamsInproceedings Konferenzbeitrag 3-Jan-2024
3Iglesias Vazquez, Felix ; Hartl, Alexander ; Zseby, Tanja ; Zimek, Arthur Anomaly detection in streaming data: A comparison and evaluation studyArticle Artikel 15-Dec-2023
4Iglesias Vazquez, Felix Deep and Shallow Unsupervised Learning: Competing or Complementary?Presentation Vortrag28-Nov-2023
5Iglesias Vazquez, Felix ; Zseby, Tanja ; Hartl, Alexander ; Zimek, Arthur SDOclust: Clustering with Sparse Data ObserversInproceedings Konferenzbeitrag 27-Oct-2023
6Iglesias Vazquez, Felix Data Integration Engineering for Boosting Digital Twins AIPresentation Vortrag5-Oct-2023
7Iglesias Vazquez, Felix Unsupervised Learning in Streaming Data Analysis: Insights and ChallengesPresentation Vortrag15-Jun-2023
8Iglesias Vazquez-2023-Machine Learning-vor.pdf.jpgIglesias Vázquez, Félix ; Zseby, Tanja Temporal silhouette: validation of stream clustering robust to concept driftArticle Artikel 2023
9Meghdouri, Fares ; Iglesias Vazquez, Félix ; Zseby, Tanja Modeling Data with ObserversArtikel Article 18-Apr-2022
10Iglesias, Félix ; Meghdouri, Fares ; Annessi, Robert ; Zseby, Tanja CCgen: Injecting Covert Channels into Network TrafficArtikel Article 2022
11Iglesias-2021-International Journal of Data Science and Analytics-vor.pdf.jpgIglesias, Félix ; Zseby, Tanja ; Zimek, Arthur Clustering RefinementArtikel Article Oct-2021
12Meghdouri, Fares ; Vazquez, Felix Iglesias ; Zseby, Tanja Shedding Light in the Tunnel: Counting Flows in Encrypted Network TrafficKonferenzbeitrag Inproceedings 2021
13Iglesias, Félix ; Ferreira, Daniel C. ; Vormayr, Gernot ; Bachl, Maximilian ; Zseby, Tanja NTARC: A Data Model for the Systematic Review of Network Traffic Analysis ResearchArtikel Article 2020
14Iglesias, Félix ; Hartl, Alexander ; Zseby, Tanja ; Zimek, Arthur Are Network Attacks Outliers? A Study of Space Representations and Unsupervised AlgorithmsKonferenzbeitrag Inproceedings 2020
15Meghdouri, Fares ; Iglesias Vazquez, Felix ; Zseby, Tanja Anomaly Detection for Mixed Packet SequencesKonferenzbeitrag Inproceedings 2020
16Hartl, Alexander ; Iglesias Vazquez, Felix ; Zseby, Tanja SDOstream: Low-Density Models for Streaming Outlier DetectionKonferenzbeitrag Inproceedings 2020
17Iglesias Vazquez, Felix ; Zseby, Tanja ; Zimek, Arthur Interpretability and Refinement of ClusteringKonferenzbeitrag Inproceedings 2020
18Iglesias, Félix ; Ojdanic, Denis ; Hartl, Alexander ; Zseby, Tanja MDCStreamKonferenzbeitrag Inproceedings 2020
19Meghdouri, Fares ; Iglesias Vazquez, Felix ; Zseby, Tanja Cross-Layer Profiling of Encrypted Network Data for Anomaly DetectionKonferenzbeitrag Inproceedings2020
20Iglesias Felix - 2019 - MDCGen Multidimensional Dataset Generator for Clustering.pdf.jpgIglesias Vázquez, Félix ; Zseby, Tanja ; Ferreira, Daniel ; Zimek, Arthur MDCGen: Multidimensional Dataset Generator for ClusteringArticle Artikel Oct-2019

Contributing Publications Mitbeteiligte Publikationen

Results 1-10 of 10 (Search time: 0.012 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Glamocak Sasa - 2024 - Feature Importance in Imbalanced Binary Classification...pdf.jpgGlamocak, Sasa Feature importance in imbalanced binary classification with ensemble methodsThesis Hochschulschrift 2024
2Tobisch Adrian - 2023 - Fast Internal Relative Evaluation of Outlier Solutions...pdf.jpgTobisch, Adrian Fast internal relative evaluation of outlier solutions (Fast IREOS)Thesis Hochschulschrift 2023
3Hartl Alexander - 2023 - Anomaly Detection for Network Security based on...pdf.jpgHartl, Alexander Anomaly Detection for Network Security based on Streaming DataThesis Hochschulschrift 2023
4Meusburger Kaspar - 2023 - On the Statistical Detectability of Covert Timing...pdf.jpgMeusburger, Kaspar On the statistical detectability of covert timing channelsThesis Hochschulschrift 2023
5Meghdouri Fares - 2023 - Machine Learning for Network Traffic Analysis.pdf.jpgMeghdouri, Fares Machine learning for network traffic analysis : Feature spaces and model optimizationThesis Hochschulschrift 2023
6Pichler Martin - 2022 - Study of 2D representations of encrypted network traffic...pdf.jpgPichler, Martin Study of 2D representations of encrypted network traffic for attack detection with deep learningThesis Hochschulschrift 2022
7Zeraliu Erjola - 2021 - Comparison of ensemble-based feature selection methods...pdf.jpgZeraliu, Erjola Comparison of ensemble-based feature selection methods for binary classification of imbalanced data setsThesis Hochschulschrift 2021
8Katzengruber Matthias - 2020 - Studying class membership scores in machine...pdf.jpgKatzengruber, Matthias Studying class membership scores in machine learning classification for imbalanced binary dataThesis Hochschulschrift 2020
9Ojdanic Denis - 2019 - MDCStream a stream dataset generator for testing and...pdf.jpgOjdanić, Denis MDCStream: a stream dataset generator for testing and evaluating stream data analysis algorithmsThesis Hochschulschrift 2019
10Meghdouri Fares - 2018 - Comparison of feature sets for detecting attacks in...pdf.jpgMeghdouri, Fares Comparison of feature sets for detecting attacks in network trafficThesis Hochschulschrift 2018