Félix Iglesias

According to our database1, Félix Iglesias authored at least 36 papers between 2010 and 2022.

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Bibliography

2022
Modeling data with observers.
Intell. Data Anal., 2022

2021
Clustering refinement.
Int. J. Data Sci. Anal., 2021

Shedding Light in the Tunnel: Counting Flows in Encrypted Network Traffic.
Proceedings of the 2021 International Conference on Data Mining, 2021

2020
Absolute Cluster Validity.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

MDCStream: Stream Data Generator for Testing Analysis Algorithms.
Proceedings of the VALUETOOLS 2020: 13th EAI International Conference on Performance Evaluation Methodologies and Tools, 2020

Anomaly Detection for Mixed Packet Sequences.
Proceedings of the 45th IEEE LCN Symposium on Emerging Topics in Networking, 2020

SDOstream: Low-Density Models for Streaming Outlier Detection.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

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

Cross-Layer Profiling of Encrypted Network Data for Anomaly Detection.
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019
Pattern Discovery in Internet Background Radiation.
IEEE Trans. Big Data, 2019

Fuzzy classification boundaries against adversarial network attacks.
Fuzzy Sets Syst., 2019

MDCGen: Multidimensional Dataset Generator for Clustering.
J. Classif., 2019

Are Network Attacks Outliers? A Study of Space Representations and Unsupervised Algorithms.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Extreme Dimensionality Reduction for Network Attack Visualization with Autoencoders.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Encryption is Futile: Delay Attacks on High-Precision Clock Synchronization.
CoRR, 2018

Outlier Detection Based on Low Density Models.
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.
J. Cyber Secur. Mobil., 2017

A Meta-Analysis Approach for Feature Selection in Network Traffic Research.
Proceedings of the Reproducibility Workshop, 2017

Decision Tree Rule Induction for Detecting Covert Timing Channels in TCP/IP Traffic.
Proceedings of the Machine Learning and Knowledge Extraction, 2017

Are Network Covert Timing Channels Statistical Anomalies?
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.
IEEE Trans. Educ., 2016

A Network Steganography Lab on Detecting TCP/IP Covert Channels.
IEEE Trans. Educ., 2016

Crucial pitfall of DPA Contest V4.2 implementation.
Secur. Commun. Networks, 2016

DAT detectors: uncovering TCP/IP covert channels by descriptive analytics.
Secur. Commun. Networks, 2016

Time-activity footprints in IP traffic.
Comput. Networks, 2016

2015
Analysis of network traffic features for anomaly detection.
Mach. Learn., 2015

Entropy-Based Characterization of Internet Background Radiation.
Entropy, 2015

2014
Profile-Based Control for Central Domestic Hot Water Distribution.
IEEE Trans. Ind. Informatics, 2014

Modelling IP darkspace traffic by means of clustering techniques.
Proceedings of the IEEE Conference on Communications and Network Security, 2014

2013
Holistic smart homes for air quality and thermal comfort.
Intell. Decis. Technol., 2013

2012
Thermal Comfort Support Application for Smart Home Control.
Proceedings of the Ambient Intelligence - Software and Applications, 2012

Detecting user dissatisfaction in ambient intelligence environments.
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012

2011
ThinkHome Energy Efficiency in Future Smart Homes.
EURASIP J. Embed. Syst., 2011

Behavioral Profiles for Building Energy Performance Using eXclusive SOM.
Proceedings of the Engineering Applications of Neural Networks, 2011

Impact of user habits in smart home control.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2010
Usage profiles for sustainable buildings.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010


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