Ignacio Martín
Ignacio Martín
Data Scientist at Nommon
E-mail confirmado em nommon.es
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Ano
Machine learning-based routing and wavelength assignment in software-defined optical networks
I Martín, S Troia, JA Hernández, A Rodríguez, F Musumeci, G Maier, ...
IEEE Transactions on Network and Service Management 16 (3), 871-883, 2019
242019
Android malware detection from Google Play meta-data: Selection of important features
A Munoz, I Martin, A Guzman, JA Hernandez
2015 IEEE Conference on Communications and Network Security (CNS), 701-702, 2015
222015
Android malware characterization using metadata and machine learning techniques
I Martín, JA Hernández, A Muñoz, A Guzmán
Security and Communication Networks 2018, 2018
212018
Machine-learning-assisted routing in SDN-based optical networks
S Troia, A Rodriguez, I Martín, JA Hernández, OG De Dios, R Alvizu, ...
2018 European Conference on Optical Communication (ECOC), 1-3, 2018
202018
Machine-Learning based analysis and classification of Android malware signatures
I Martín, JA Hernández, S de los Santos
Future Generation Computer Systems 97, 295-305, 2019
192019
Meeting the traffic requirements of residential users in the next decade with current FTTH standards: how much? how long?
JA Hernández, R Sánchez, I Martín, D Larrabeiti
IEEE Communications Magazine 57 (6), 120-125, 2019
162019
Is machine learning suitable for solving rwa problems in optical networks?
I Martín, JA Hernández, S Troia, F Musumeci, G Maier, OG de Dios
2018 European Conference on Optical Communication (ECOC), 1-3, 2018
102018
Machine learning-assisted planning and provisioning for SDN/NFV-enabled metropolitan networks
S Troia, DE Martinez, I Martín, LMM Zorello, G Maier, JA Hernández, ...
2019 European Conference on Networks and Communications (EuCNC), 438-442, 2019
92019
CloneSpot: Fast detection of Android repackages
I Martín, JA Hernández
Future Generation Computer Systems 94, 740-748, 2019
52019
Salary Prediction in the IT Job Market with Few High-Dimensional Samples: A Spanish Case Study
I Martín, A Mariello, R Batitti, JA Hernández
International Journal of Computational Intelligence Systems, 2018
42018
Poster: Insights of antivirus relationships when detecting android malware: A data analytics approach
I Martín, JA Hernández, S de los Santos, A Guzmán
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications …, 2016
42016
Expanding the measurement of culture with a sample of two billion humans
N Obradovich, Ö Özak, I Martín, I Ortuño-Ortín, E Awad, M Cebrián, ...
National Bureau of Economic Research, 2020
22020
Netgen: A fast and scalable tool for the generation and labeling of networking datasets
I Martín, JA Hernández, ÓG de Dios
2019 21st International Conference on Transparent Optical Networks (ICTON), 1-4, 2019
22019
Full-scale pre-tactical route prediction
M Mateos, I Martín, P García, R Herranz, OG Cantú-Ros, X Prats
9th International Conference for Research in Air Transportation (ICRAT), 2020
12020
SignatureMiner: A Fast Anti-Virus Signature Intelligence Tool
I Martín, JA Hernández, S de los Santos
2018 IEEE Conference on Communications and Network Security (CNS), 1-2, 2018
12018
Cataloging and Assessing City-scale Mobility Data
G Ayfantopoulou, JB Galán, A Masegosa, JMS Grau, N Boufidis, ...
Conference on Sustainable Urban Mobility, 1139-1148, 2020
2020
Machine learning-based routing and wavelength assignment in software-defined optical networks
I Martín Martínez, S Troia, JA Hernández Gutiérrez, A Rodríguez, ...
IEEE, 2019
2019
Applications of data analytics and machine learning tools to the enhanced design of modern communication networks and security applications
I Martín Martínez
2019
Analysis and Evaluation of Antivirus Engines in Detecting Android Malware: A Data Analytics Approach
I Martín, JA Hernández, S De Los Santos, A Guzmán
2018 European Intelligence and Security Informatics Conference (EISIC), 7-14, 2018
2018
On labeling Android malware signatures using minhashing and further classification with Structural Equation Models
I Martín, JA Hernández, S Santos
arXiv preprint arXiv:1709.04186, 2017
2017
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Artigos 1–20