Germán Capdehourat

Orcid: 0000-0002-3975-2168

According to our database1, Germán Capdehourat authored at least 31 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
Point-of-Gaze Estimation on Embedded Platform.
Proceedings of the 15th IEEE Latin America Symposium on Circuits and Systems, 2024

2023
Federated Learning for Data Analytics in Education.
Data, February, 2023

Reinforcement Learning Based Coexistence in Mixed 802.11ax and Legacy WLANs.
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.
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.
Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

Dom2Vec - Detecting DGA Domains Through Word Embeddings and AI/ML-Driven Lexicographic Analysis.
Proceedings of the 19th International Conference on Network and Service Management, 2023

Teaching Practices Analysis Through Audio Signal Processing.
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.
Wirel. Pers. Commun., 2021

Quality that Matters: QoE Monitoring in Education Service Provider (ESP) Networks.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

2020
Museum Accessibility Through Wi-Fi Indoor Positioning.
CoRR, 2020

DeepMAL - Deep Learning Models for Malware Traffic Detection and Classification.
CoRR, 2020

A Nation-Wide Wi-Fi RSSI Dataset: Statistical Analysis and Resulting Insights.
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.
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.
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.
Sensors, 2019

Deep in the Dark - Deep Learning-Based Malware Traffic Detection Without Expert Knowledge.
Proceedings of the 2019 IEEE Security and Privacy Workshops, 2019

MLSEC - Benchmarking Shallow and Deep Machine Learning Models for Network Security.
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.
Proceedings of the IEEE INFOCOM 2019, 2019

2018
DeepSec meets RawPower - Deep Learning for Detection of Network Attacks Using Raw Representations.
SIGMETRICS Perform. Evaluation Rev., 2018

High density emulation platform for Wi-Fi performance testing.
Ad Hoc Networks, 2018

RawPower: Deep Learning based Anomaly Detection from Raw Network Traffic Measurements.
Proceedings of the ACM SIGCOMM 2018 Conference on Posters and Demos, 2018

2016
Decentralized robust spectrum allocation for cognitive radio wireless mesh networks.
Ad Hoc Networks, 2016

Multi-client emulation platform for performance testing of high density 802.11 networks.
Proceedings of the 2016 Wireless Days, 2016

2014
Optimal multipath forwarding in planned Wireless Mesh Networks.
Comput. Commun., 2014

Predictive Estimation of Wireless Link Performance from Medium Physical Parameters Using Support Vector Regression and k-Nearest Neighbors.
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.
Proceedings of the Latin America Networking Conference on LANC 2014, Montevideo, Uruguay, September 18, 2014

Robust spectrum allocation for cognitive radio networks.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

2012
Minimum queue length load-balancing in planned Wireless Mesh Networks.
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.
Pattern Recognit. Lett., 2011

2009
Pigmented Skin Lesions Classification Using Dermatoscopic Images.
Proceedings of the Progress in Pattern Recognition, 2009

2007
Aguará: An Improved Face Recognition Algorithm through Gabor Filter Adaptation.
Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007


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