Félix Iglesias

Henrique O. Marques

Data Min. Knowl. Discov., January, 2025

2024

Temporal silhouette: validation of stream clustering robust to concept drift.

[BibT_eX]

[DOI]

Mach. Learn., April, 2024

SDOoop: Capturing Periodical Patterns and Out-of-phase Anomalies in Streaming Data Analysis.

[BibT_eX]

[DOI]

CoRR, 2024

Impact of the Neighborhood Parameter on Outlier Detection Algorithms.

[BibT_eX]

[DOI]

Conrado Martínez

Proceedings of the Similarity Search and Applications - 17th International Conference, 2024

2023

Anomaly detection in streaming data: A comparison and evaluation study.

[BibT_eX]

[DOI]

Expert Syst. Appl., December, 2023

dSalmon: High-Speed Anomaly Detection for Evolving Multivariate Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Performance Evaluation Methodologies and Tools, 2023

SDOclust: Clustering with Sparse Data Observers.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 16th International Conference, 2023

2022

Modeling data with observers.

[BibT_eX]

[DOI]

Intell. Data Anal., 2022

2021

Clustering refinement.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2021

Shedding Light in the Tunnel: Counting Flows in Encrypted Network Traffic.

[BibT_eX]

[DOI]

Proceedings of the 2021 International Conference on Data Mining, 2021

2020

Absolute Cluster Validity.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

MDCStream: Stream Data Generator for Testing Analysis Algorithms.

[BibT_eX]

[DOI]

Proceedings of the VALUETOOLS 2020: 13th EAI International Conference on Performance Evaluation Methodologies and Tools, 2020

Anomaly Detection for Mixed Packet Sequences.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE LCN Symposium on Emerging Topics in Networking, 2020

SDOstream: Low-Density Models for Streaming Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

Interpretability and Refinement of Clustering.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

Cross-Layer Profiling of Encrypted Network Data for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019

Pattern Discovery in Internet Background Radiation.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2019

Fuzzy classification boundaries against adversarial network attacks.

[BibT_eX]

[DOI]

Jelena Milosevic

Fuzzy Sets Syst., 2019

MDCGen: Multidimensional Dataset Generator for Clustering.

[BibT_eX]

[DOI]

J. Classif., 2019

Are Network Attacks Outliers? A Study of Space Representations and Unsupervised Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Extreme Dimensionality Reduction for Network Attack Visualization with Autoencoders.

[BibT_eX]

[DOI]

Daniel C. Ferreira

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Encryption is Futile: Delay Attacks on High-Precision Clock Synchronization.

[BibT_eX]

[DOI]

CoRR, 2018

Outlier Detection Based on Low Density Models.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017

Analytic Study of Features for the Detection of Covert Timing Channels in NetworkTraffic.

[BibT_eX]

[DOI]

Robert Annessi

J. Cyber Secur. Mobil., 2017

A Meta-Analysis Approach for Feature Selection in Network Traffic Research.

[BibT_eX]

[DOI]

Daniel C. Ferreira

Gernot Vormayr

Maximilian Bachl

Proceedings of the Reproducibility Workshop, 2017

Decision Tree Rule Induction for Detecting Covert Timing Channels in TCP/IP Traffic.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Extraction, 2017

Are Network Covert Timing Channels Statistical Anomalies?

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Availability, Reliability and Security, Reggio Calabria, Italy, August 29, 2017

2016

Teaching Network Security With IP Darkspace Data.

[BibT_eX]

[DOI]

Alistair King

Kimberly C. Claffy

IEEE Trans. Educ., 2016

A Network Steganography Lab on Detecting TCP/IP Covert Channels.

[BibT_eX]

[DOI]

Valentin Bernhardt

Davor Frkat

Robert Annessi

IEEE Trans. Educ., 2016

Crucial pitfall of DPA Contest V4.2 implementation.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2016

DAT detectors: uncovering TCP/IP covert channels by descriptive analytics.

[BibT_eX]

[DOI]

Robert Annessi

Secur. Commun. Networks, 2016

Time-activity footprints in IP traffic.

[BibT_eX]

[DOI]

Comput. Networks, 2016

2015

Analysis of network traffic features for anomaly detection.

[BibT_eX]

[DOI]

Mach. Learn., 2015

Entropy-Based Characterization of Internet Background Radiation.

[BibT_eX]

[DOI]

Entropy, 2015

2014

Profile-Based Control for Central Domestic Hot Water Distribution.

[BibT_eX]

[DOI]

Peter Palensky

IEEE Trans. Ind. Informatics, 2014

Modelling IP darkspace traffic by means of clustering techniques.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Communications and Network Security, 2014

2013

Holistic smart homes for air quality and thermal comfort.

[BibT_eX]

[DOI]

Mario Jerome Kofler

Intell. Decis. Technol., 2013

2012

Thermal Comfort Support Application for Smart Home Control.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - Software and Applications, 2012

Detecting user dissatisfaction in ambient intelligence environments.

[BibT_eX]

[DOI]

Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012

2011

ThinkHome Energy Efficiency in Future Smart Homes.

[BibT_eX]

[DOI]

EURASIP J. Embed. Syst., 2011

Behavioral Profiles for Building Energy Performance Using eXclusive SOM.

[BibT_eX]

[DOI]

Sergio Cantos Gaceo

José A. Montero Morales

Proceedings of the Engineering Applications of Neural Networks, 2011

Impact of user habits in smart home control.

[BibT_eX]

[DOI]

Christian Reinisch

Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2010

Usage profiles for sustainable buildings.

[BibT_eX]

[DOI]