Andrian Putina

According to our database, Andrian Putina authored at least 9 papers between 2017 and 2022.

Collaborative distances:

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

2022

Unsupervised anomaly detection: methods and applications. (Détection d'anomalies non supervisée: méthodes et applications).

Andrian Putina

PhD thesis, 2022

AutoML: state of the art with a focus on anomaly detection, challenges, and research directions.

Maroua Bahri, Flavia Salutari, Andrian Putina, Mauro Sozio

Int. J. Data Sci. Anal., 2022

AutoAD: an Automated Framework for Unsupervised Anomaly Detectio.

Andrian Putina, Maroua Bahri, Flavia Salutari, Mauro Sozio

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams.

Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, José Manuel Navarro, Dario Rossi, Mauro Sozio

Proceedings of the 19th IEEE/ACS International Conference on Computer Systems and Applications, 2022

2021

Online Anomaly Detection Leveraging Stream-Based Clustering and Real-Time Telemetry.

Andrian Putina, Dario Rossi

IEEE Trans. Netw. Serv. Manag., 2021

2020

Random Histogram Forest for Unsupervised Anomaly Detection.

Andrian Putina, Mauro Sozio, Dario Rossi, José Manuel Navarro

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2018

Telemetry-based stream-learning of BGP anomalies.

Andrian Putina, Dario Rossi, Albert Bifet, Steven Barth, Drew Pletcher, Cristina Precup, Patrice Nivaggioli

Proceedings of the 2018 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2018

Unsupervised real-time detection of BGP anomalies leveraging high-rate and fine-grained telemetry data.

Andrian Putina, Steven Barth, Albert Bifet, Drew Pletcher, Cristina Precup, Patrice Nivaggioli, Dario Rossi

Proceedings of the IEEE INFOCOM 2018, 2018

2017

UMAP: Urban mobility analysis platform to harvest car sharing data.

Alessandro Ciociola, Michele Cocca, Danilo Giordano, Marco Mellia, Andrea Morichetta, Andrian Putina, Flavia Salutari

Proceedings of the 2017 IEEE SmartWorld, 2017