Andrian Putina

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 8

Top Topics

Detect Anomalies

Anomaly Detection

Multi Dimensional Time Series

Top Venues

IEEE Trans. Netw. Serv. Manag.

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

Publications

Maroua Bahri, Flavia Salutari, Andrian Putina, Mauro Sozio
AutoML: state of the art with a focus on anomaly detection, challenges, and research directions. Int. J. Data Sci. Anal. 14 (2) (2022)
Andrian Putina, Maroua Bahri, Flavia Salutari, Mauro Sozio
AutoAD: an Automated Framework for Unsupervised Anomaly Detectio. DSAA (2022)
Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, José Manuel Navarro, Dario Rossi, Mauro Sozio
STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams. AICCSA (2022)
Andrian Putina, Dario Rossi
Online Anomaly Detection Leveraging Stream-Based Clustering and Real-Time Telemetry. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Andrian Putina, Mauro Sozio, Dario Rossi, José M. Navarro
Random Histogram Forest for Unsupervised Anomaly Detection. ICDM (2020)
Andrian Putina, Steven Barth, Albert Bifet, Drew Pletcher, Cristina Precup, Patrice Nivaggioli, Dario Rossi
Unsupervised real-time detection of BGP anomalies leveraging high-rate and fine-grained telemetry data. INFOCOM Workshops (2018)
Andrian Putina, Dario Rossi, Albert Bifet, Steven Barth, Drew Pletcher, Cristina Precup, Patrice Nivaggioli
Telemetry-based stream-learning of BGP anomalies. Big-DAMA@SIGCOMM (2018)
Alessandro Ciociola, Michele Cocca, Danilo Giordano, Marco Mellia, Andrea Morichetta, Andrian Putina, Flavia Salutari
UMAP: Urban mobility analysis platform to harvest car sharing data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)