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ORCIDFélix Iglesias
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2020 – today
- 2025
[j20]Félix Iglesias Vázquez, Henrique O. Marques, Arthur Zimek, Tanja Zseby:
What do anomaly scores actually mean? Dynamic characteristics beyond accuracy. Data Min. Knowl. Discov. 39(1): 1-59 (2025)- 2024
- [j19]Félix Iglesias Vázquez
, Tanja Zseby:
Temporal silhouette: validation of stream clustering robust to concept drift. Mach. Learn. 113(4): 2067-2091 (2024) - [c21]Félix Iglesias, Conrado Martínez, Tanja Zseby:
Impact of the Neighborhood Parameter on Outlier Detection Algorithms. SISAP 2024: 88-96 - [i2]Alexander Hartl, Félix Iglesias Vázquez, Tanja Zseby:
SDOoop: Capturing Periodical Patterns and Out-of-phase Anomalies in Streaming Data Analysis. CoRR abs/2409.02973 (2024) - 2023
- [j18]Félix Iglesias Vázquez, Alexander Hartl, Tanja Zseby, Arthur Zimek:
Anomaly detection in streaming data: A comparison and evaluation study. Expert Syst. Appl. 233: 120994 (2023) - [c20]Félix Iglesias, Tanja Zseby, Alexander Hartl, Arthur Zimek:
SDOclust: Clustering with Sparse Data Observers. SISAP 2023: 185-199 - [c19]Alexander Hartl, Félix Iglesias, Tanja Zseby:
dSalmon: High-Speed Anomaly Detection for Evolving Multivariate Data Streams. VALUETOOLS 2023: 153-169 - 2022
- [j17]Fares Meghdouri, Félix Iglesias Vázquez, Tanja Zseby:
Modeling data with observers. Intell. Data Anal. 26(3): 785-803 (2022) - 2021
- [j16]Félix Iglesias, Tanja Zseby, Arthur Zimek:
Clustering refinement. Int. J. Data Sci. Anal. 12(4): 333-353 (2021) - [c18]Fares Meghdouri, Félix Iglesias Vázquez, Tanja Zseby:
Shedding Light in the Tunnel: Counting Flows in Encrypted Network Traffic. ICDM (Workshops) 2021: 798-804 - 2020
- [j15]Félix Iglesias, Tanja Zseby, Arthur Zimek:
Absolute Cluster Validity. IEEE Trans. Pattern Anal. Mach. Intell. 42(9): 2096-2112 (2020) - [c17]Félix Iglesias Vázquez, Tanja Zseby, Arthur Zimek:
Interpretability and Refinement of Clustering. DSAA 2020: 21-29 - [c16]Fares Meghdouri, Félix Iglesias Vázquez, Tanja Zseby:
Cross-Layer Profiling of Encrypted Network Data for Anomaly Detection. DSAA 2020: 469-478 - [c15]Alexander Hartl, Félix Iglesias, Tanja Zseby:
SDOstream: Low-Density Models for Streaming Outlier Detection. ESANN 2020: 661-666 - [c14]Fares Meghdouri, Félix Iglesias Vázquez, Tanja Zseby:
Anomaly Detection for Mixed Packet Sequences. LCN Symposium 2020: 120-130 - [c13]Félix Iglesias, Denis Ojdanic, Alexander Hartl, Tanja Zseby:
MDCStream: Stream Data Generator for Testing Analysis Algorithms. VALUETOOLS 2020: 56-63
2010 – 2019
- 2019
- [j14]Félix Iglesias, Tanja Zseby, Daniel C. Ferreira, Arthur Zimek:
MDCGen: Multidimensional Dataset Generator for Clustering. J. Classif. 36(3): 599-618 (2019) - [j13]Félix Iglesias, Jelena Milosevic, Tanja Zseby:
Fuzzy classification boundaries against adversarial network attacks. Fuzzy Sets Syst. 368: 20-35 (2019) - [j12]Félix Iglesias, Tanja Zseby:
Pattern Discovery in Internet Background Radiation. IEEE Trans. Big Data 5(4): 467-480 (2019) - [c12]Daniel C. Ferreira, Félix Iglesias Vázquez, Tanja Zseby:
Extreme Dimensionality Reduction for Network Attack Visualization with Autoencoders. IJCNN 2019: 1-10 - [c11]Félix Iglesias, Alexander Hartl, Tanja Zseby, Arthur Zimek:
Are Network Attacks Outliers? A Study of Space Representations and Unsupervised Algorithms. PKDD/ECML Workshops (2) 2019: 159-175 - 2018
- [c10]Félix Iglesias Vázquez, Tanja Zseby, Arthur Zimek:
Outlier Detection Based on Low Density Models. ICDM Workshops 2018: 970-979 - [i1]Robert Annessi, Joachim Fabini, Félix Iglesias, Tanja Zseby:
Encryption is Futile: Delay Attacks on High-Precision Clock Synchronization. CoRR abs/1811.08569 (2018) - 2017
- [j11]Félix Iglesias Vázquez, Robert Annessi, Tanja Zseby:
Analytic Study of Features for the Detection of Covert Timing Channels in NetworkTraffic. J. Cyber Secur. Mobil. 6(3): 225-270 (2017) - [c9]Félix Iglesias, Tanja Zseby:
Are Network Covert Timing Channels Statistical Anomalies? ARES 2017: 81:1-81:9 - [c8]Félix Iglesias, Valentin Bernhardt, Robert Annessi, Tanja Zseby:
Decision Tree Rule Induction for Detecting Covert Timing Channels in TCP/IP Traffic. CD-MAKE 2017: 105-122 - [c7]Daniel C. Ferreira, Félix Iglesias Vázquez, Gernot Vormayr, Maximilian Bachl, Tanja Zseby:
A Meta-Analysis Approach for Feature Selection in Network Traffic Research. Reproducibility@SIGCOMM 2017: 17-20 - 2016
- [j10]Félix Iglesias, Tanja Zseby:
Time-activity footprints in IP traffic. Comput. Networks 107: 64-75 (2016) - [j9]Félix Iglesias, Robert Annessi, Tanja Zseby:
DAT detectors: uncovering TCP/IP covert channels by descriptive analytics. Secur. Commun. Networks 9(15): 3011-3029 (2016) - [j8]Zdenek Martinasek, Félix Iglesias, Lukas Malina, Josef Martinasek:
Crucial pitfall of DPA Contest V4.2 implementation. Secur. Commun. Networks 9(18): 6094-6110 (2016) - [j7]Tanja Zseby, Félix Iglesias Vázquez, Alistair King, Kimberly C. Claffy:
Teaching Network Security With IP Darkspace Data. IEEE Trans. Educ. 59(1): 1-7 (2016) - [j6]Tanja Zseby, Félix Iglesias Vázquez, Valentin Bernhardt, Davor Frkat, Robert Annessi:
A Network Steganography Lab on Detecting TCP/IP Covert Channels. IEEE Trans. Educ. 59(3): 224-232 (2016) - 2015
- [j5]Félix Iglesias, Tanja Zseby:
Entropy-Based Characterization of Internet Background Radiation. Entropy 17(1): 74-101 (2015) - [j4]Félix Iglesias, Tanja Zseby:
Analysis of network traffic features for anomaly detection. Mach. Learn. 101(1-3): 59-84 (2015) - 2014
- [j3]Félix Iglesias, Peter Palensky:
Profile-Based Control for Central Domestic Hot Water Distribution. IEEE Trans. Ind. Informatics 10(1): 697-705 (2014) - [c6]Félix Iglesias, Tanja Zseby:
Modelling IP darkspace traffic by means of clustering techniques. CNS 2014: 166-174 - 2013
- [j2]Félix Iglesias Vázquez, Wolfgang Kastner, Mario Jerome Kofler:
Holistic smart homes for air quality and thermal comfort. Intell. Decis. Technol. 7(1): 23-43 (2013) - 2012
- [c5]Félix Iglesias Vázquez, Wolfgang Kastner:
Detecting user dissatisfaction in ambient intelligence environments. ETFA 2012: 1-4 - [c4]Félix Iglesias Vázquez, Wolfgang Kastner:
Thermal Comfort Support Application for Smart Home Control. ISAmI 2012: 109-118 - 2011
- [j1]Christian Reinisch, Mario Jerome Kofler, Félix Iglesias, Wolfgang Kastner:
ThinkHome Energy Efficiency in Future Smart Homes. EURASIP J. Embed. Syst. 2011 (2011) - [c3]Félix Iglesias Vázquez, Wolfgang Kastner, Christian Reinisch:
Impact of user habits in smart home control. ETFA 2011: 1-8 - [c2]Félix Iglesias Vázquez, Sergio Cantos Gaceo, Wolfgang Kastner, José A. Montero Morales:
Behavioral Profiles for Building Energy Performance Using eXclusive SOM. EANN/AIAI (1) 2011: 31-40 - 2010
- [c1]Félix Iglesias Vázquez, Wolfgang Kastner:
Usage profiles for sustainable buildings. ETFA 2010: 1-8
Coauthor Index
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