Germán Capdehourat

According to our database, Germán Capdehourat authored at least 30 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Federated Learning for Data Analytics in Education.

Christian Fachola, Agustín Tornaría, Paola Bermolen, Germán Capdehourat, Lorena Etcheverry, María Inés Fariello

Data, February, 2023

Reinforcement Learning Based Coexistence in Mixed 802.11ax and Legacy WLANs.

Fabián Frommel, Germán Capdehourat, Federico Larroca

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Not all DGAs are Born the Same - Improving Lexicographic based Detection of DGA Domains through AI/ML.

Lucas Torrealba Aravena, Pedro Casas, Javier Bustos-Jiménez, Germán Capdehourat, M. Findrik

Proceedings of the 7th Network Traffic Measurement and Analysis Conference, 2023

Phish Me If You Can - Lexicographic Analysis and Machine Learning for Phishing Websites Detection with PHISHWEB.

Lucas Torrealba Aravena, Pedro Casas, Javier Bustos-Jiménez, Germán Capdehourat, M. Findrik

Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

Dom2Vec - Detecting DGA Domains Through Word Embeddings and AI/ML-Driven Lexicographic Analysis.

Lucas Torrealba Aravena, Pedro Casas, Javier Bustos-Jiménez, Germán Capdehourat, M. Findrik

Proceedings of the 19th International Conference on Network and Service Management, 2023

Teaching Practices Analysis Through Audio Signal Processing.

Braulio Ríos, Emilio Martinez, Diego Silvera, Pablo Cancela, Germán Capdehourat

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2021

Large-Scale 802.11 Wireless Networks Data Analysis Based on Graph Clustering.

Germán Capdehourat, Paola Bermolen, Marcelo Fiori, Nicolás Frevenza, Federico Larroca, Gastón Morales, Claudina Rattaro, Gianina Zunino

Wirel. Pers. Commun., 2021

Quality that Matters: QoE Monitoring in Education Service Provider (ESP) Networks.

Nikolas Wehner, Michael Seufert, Viktoria Wieser, Pedro Casas, Germán Capdehourat

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

2020

Museum Accessibility Through Wi-Fi Indoor Positioning.

Antonio Bracco, Federico Grunwald, Agustin Navcevich, Germán Capdehourat, Federico Larroca

CoRR, 2020

DeepMAL - Deep Learning Models for Malware Traffic Detection and Classification.

Gonzalo Marín, Pedro Casas, Germán Capdehourat

CoRR, 2020

A Nation-Wide Wi-Fi RSSI Dataset: Statistical Analysis and Resulting Insights.

Germán Capdehourat, Federico Larroca, Gastón Morales

Proceedings of the 2020 IFIP Networking Conference, 2020

Large-Scale Internet User Behavior Analysis of a Nationwide K-12 Education Network Based on DNS Queries.

Alexis Arriola, Marcos Pastorini, Germán Capdehourat, Eduardo Grampín, Alberto Castro

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Mind the (QoE) Gap: On the Incompatibility of Web and Video QoE Models in the Wild.

Michael Seufert, Nikolas Wehner, Viktoria Wieser, Pedro Casas, Germán Capdehourat

Proceedings of the 16th International Conference on Network and Service Management, 2020

2019

Managing Devices of a One-to-One Computing Educational Program Using an IoT Infrastructure.

Felipe Osimani, Bruno Stecanella, Germán Capdehourat, Lorena Etcheverry, Eduardo Grampín

Sensors, 2019

Deep in the Dark - Deep Learning-Based Malware Traffic Detection Without Expert Knowledge.

Gonzalo Marín, Pedro Casas, Germán Capdehourat

Proceedings of the 2019 IEEE Security and Privacy Workshops, 2019

MLSEC - Benchmarking Shallow and Deep Machine Learning Models for Network Security.

Pedro Casas, Gonzalo Marín, Germán Capdehourat, Maciej Korczynski

Proceedings of the 2019 IEEE Security and Privacy Workshops, 2019

Unveiling Wi-Fi Usage Profiles: A First Look at a K-12 Education Service Provider.

Germán Capdehourat, Cecilia Aguerrebere, Federica Bascans, Germán Álvarez, Pedro Porteiro

Proceedings of the IEEE INFOCOM 2019, 2019

2018

DeepSec meets RawPower - Deep Learning for Detection of Network Attacks Using Raw Representations.

Gonzalo Marín, Pedro Casas, Germán Capdehourat

SIGMETRICS Perform. Evaluation Rev., 2018

High density emulation platform for Wi-Fi performance testing.

Germán Capdehourat, Germán Álvarez, Martín Álvarez, Pedro Porteiro, Fernando Bagalciague

Ad Hoc Networks, 2018

RawPower: Deep Learning based Anomaly Detection from Raw Network Traffic Measurements.

Gonzalo Marín, Pedro Casas, Germán Capdehourat

Proceedings of the ACM SIGCOMM 2018 Conference on Posters and Demos, 2018

2016

Decentralized robust spectrum allocation for cognitive radio wireless mesh networks.

Germán Capdehourat, Federico Larroca, Pablo Belzarena

Ad Hoc Networks, 2016

Multi-client emulation platform for performance testing of high density 802.11 networks.

Germán Álvarez, Martín Álvarez, Fernando Bagalciague, Germán Capdehourat, Juan Pablo González, Juan Marfia, Pedro Porteiro, Ana Inés Rodríguez

Proceedings of the 2016 Wireless Days, 2016

2014

Optimal multipath forwarding in planned Wireless Mesh Networks.

Germán Capdehourat, Federico Larroca, Pablo Belzarena

Comput. Commun., 2014

Predictive Estimation of Wireless Link Performance from Medium Physical Parameters Using Support Vector Regression and k-Nearest Neighbors.

Guillaume Kremer, Philippe Owezarski, Pascal Berthou, Germán Capdehourat

Proceedings of the Traffic Monitoring and Analysis - 6th International Workshop, 2014

Plan Ceibal's Wireless Network for the Implementation of the 1: 1 Educational Model.

Germán Capdehourat, Gonzalo Marín, Ana Inés Rodríguez

Proceedings of the Latin America Networking Conference on LANC 2014, Montevideo, Uruguay, September 18, 2014

Robust spectrum allocation for cognitive radio networks.

Germán Capdehourat, Federico Larroca, Pablo Belzarena

Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

2012

Minimum queue length load-balancing in planned Wireless Mesh Networks.

Germán Capdehourat, Federico Larroca, Pablo Belzarena

Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012

2011

Toward a combined tool to assist dermatologists in melanoma detection from dermoscopic images of pigmented skin lesions.

Germán Capdehourat, Andrés Corez, Anabella Bazzano, Rodrigo Alonso, Pablo Musé

Pattern Recognit. Lett., 2011

2009

Pigmented Skin Lesions Classification Using Dermatoscopic Images.

Germán Capdehourat, Andrés Corez, Anabella Bazzano, Pablo Musé

Proceedings of the Progress in Pattern Recognition, 2009

2007

Aguará: An Improved Face Recognition Algorithm through Gabor Filter Adaptation.

Cecilia Aguerrebere, Germán Capdehourat, Mauricio Delbracio, Matías Mateu, Alicia Fernández, Federico Lecumberry

Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007