Alina Sîrbu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 46

Top Topics

Diffusion Processes

Machine Learning

Top Venues

Int. J. Data Sci. Anal.

Euro-Par Workshops

Publications

Carlos Arcila Calderón, Bilgeçag Aydogdu, Tuba Bircan, Bünyamin Gündüz, Onur Önes, Albert Ali Salah, Alina Sîrbu
Combining Twitter and Mobile Phone Data to Observe Border-Rush: The Turkish-European Border Opening. CoRR (2024)
Giacomo Cignoni, Cristian Scatena, Chiara Frascarelli, Nicola Fusco, Antonio Giuseppe Naccarato, Giuseppe Nicoló Fanelli, Alina Sîrbu
PD-L1 Classification of Weakly-Labeled Whole Slide Images of Breast Cancer. CoRR (2024)
Diletta Goglia, Laura Pollacci, Alina Sîrbu
Dataset of Multi-Aspect Integrated Migration Indicators. Data 8 (9) (2023)
Irene Testa, Giuseppe Prencipe, Corrado Priami, Alina Sîrbu
Comparison of Machine Learning Classifiers on Integrated Transcriptomic Data. BigData (2023)
Jisu Kim, Francesca Pratesi, Giulio Rossetti, Alina Sîrbu, Fosca Giannotti
Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis. Soc. Netw. Anal. Min. 13 (1) (2023)
Laura Pollacci, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi
Measuring the Salad Bowl: Superdiversity on Twitter. CoRR (2022)
D. Goglia, Laura Pollacci, Alina Sîrbu
Dataset of Multi-aspect Integrated Migration Indicators. CoRR (2022)
Jisu Kim, Alina Sîrbu, Fosca Giannotti, Giulio Rossetti, Hillel Rapoport
Origin and destination attachment: study of cultural integration on Twitter. EPJ Data Sci. 11 (1) (2022)
Jisu Kim, Alina Sîrbu, Fosca Giannotti, Giulio Rossetti
Characterising different communities of Twitter users: Migrants and natives. CoRR (2021)
Alina Sîrbu, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma
Human migration: the big data perspective. Int. J. Data Sci. Anal. 11 (4) (2021)
Jisu Kim, Alina Sîrbu, Giulio Rossetti, Fosca Giannotti
Characterising Different Communities of Twitter Users: Migrants and Natives. COMPLEX NETWORKS (2021)
Jisu Kim, Alina Sîrbu, Giulio Rossetti, Fosca Giannotti, Hillel Rapoport
Home and destination attachment: study of cultural integration on Twitter. CoRR (2021)
Alina Sîrbu, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma
Correction to: Human migration: the big data perspective. Int. J. Data Sci. Anal. 12 (1) (2021)
Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
A Machine Learning Approach to Online Fault Classification in HPC Systems. CoRR (2020)
Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
A machine learning approach to online fault classification in HPC systems. Future Gener. Comput. Syst. 110 (2020)
Alessio Rossi, Eleonora Da Pozzo, Dario Menicagli, Chiara Tremolanti, Corrado Priami, Alina Sîrbu, David A. Clifton, Claudia Martini, Davide Morelli
A Public Dataset of 24-h Multi-Levels Psycho-Physiological Responses in Young Healthy Adults. Data 5 (4) (2020)
Jisu Kim, Alina Sîrbu, Fosca Giannotti, Lorenzo Gabrielli
Digital Footprints of International Migration on Twitter. IDA (2020)
Alina Sîrbu, Fosca Giannotti, Dino Pedreschi, János Kertész
Public Opinion and Algorithmic Bias. ERCIM News 2019 (116) (2019)
Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
Online Fault Classification in HPC Systems Through Machine Learning. Euro-Par (2019)
Cristian Galleguillos, Zeynep Kiziltan, Alina Sîrbu, Özalp Babaoglu
Constraint Programming-Based Job Dispatching for Modern HPC Applications. CP (2019)
Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi
NDlib: a Python Library to Model and Analyze Diffusion Processes Over Complex Networks. CoRR (2018)
Alina Sîrbu, Özalp Babaoglu
A data-driven approach to modeling power consumption for a hybrid supercomputer. Concurr. Comput. Pract. Exp. 30 (9) (2018)
Alessio Netti, Cristian Galleguillos, Zeynep Kiziltan, Alina Sîrbu, Özalp Babaoglu
Heterogeneity-Aware Resource Allocation in HPC Systems. ISC (2018)
Özalp Babaoglu, Alina Sîrbu
Cognified Distributed Computing. ICDCS (2018)
Charlotte James, Luca Pappalardo, Alina Sîrbu, Filippo Simini
Prediction of next career moves from scientific profiles. CoRR (2018)
Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
FINJ: A Fault Injection Tool for HPC Systems. Euro-Par Workshops (2018)
Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
Online Fault Classification in HPC Systems through Machine Learning. CoRR (2018)
Alina Sîrbu, Dino Pedreschi, Fosca Giannotti, János Kertész
Algorithmic bias amplifies opinion polarization: A bounded confidence model. CoRR (2018)
Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
FINJ: A Fault Injection Tool for HPC Systems. CoRR (2018)
Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti
NDlib: a python library to model and analyze diffusion processes over complex networks. Int. J. Data Sci. Anal. 5 (1) (2018)
Cristian Galleguillos, Alina Sîrbu, Zeynep Kiziltan, Özalp Babaoglu, Andrea Borghesi, Thomas Bridi
Data-Driven Job Dispatching in HPC Systems. MOD (2017)
Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti
NDlib: Studying Network Diffusion Dynamics. DSAA (2017)
Laura Pollacci, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi, Claudio Lucchese, Cristina Ioana Muntean
Sentiment Spreading: An Epidemic Model for Lexicon-Based Sentiment Analysis on Twitter. AI*IA (2017)
Alina Sîrbu, Özalp Babaoglu
Power Consumption Modeling and Prediction in a Hybrid CPU-GPU-MIC Supercomputer (preliminary version). CoRR (2016)
Alina Sîrbu, Özalp Babaoglu
Power Consumption Modeling and Prediction in a Hybrid CPU-GPU-MIC Supercomputer. Euro-Par (2016)
Alina Sîrbu, Özalp Babaoglu
Towards Operator-less Data Centers Through Data-Driven, Predictive, Proactive Autonomics. CoRR (2016)
Alkida Balliu, Dennis Olivetti, Özalp Babaoglu, Moreno Marzolla, Alina Sîrbu
A Big Data analyzer for large trace logs. Computing 98 (12) (2016)
Alina Sîrbu, Özalp Babaoglu
Towards operator-less data centers through data-driven, predictive, proactive autonomics. Clust. Comput. 19 (2) (2016)
Pietro Gravino, Saverio Caminiti, Alina Sîrbu, Francesca Tria, Vito Domenico Pietro Servedio, Vittorio Loreto
Unveiling Political Opinion Structures with a Web-experiment. COMPLEXIS (2016)
Alina Sîrbu, Özalp Babaoglu
Predicting System-level Power for a Hybrid Supercomputer. CoRR (2016)
Alina Sîrbu, Vittorio Loreto, Vito Domenico Pietro Servedio, Francesca Tria
Opinion dynamics: models, extensions and external effects. CoRR (2016)
Alina Sîrbu, Özalp Babaoglu
Predicting system-level power for a hybrid supercomputer. HPCS (2016)
Alina Sîrbu, Özalp Babaoglu
Towards Data-Driven Autonomics in Data Centers. CoRR (2015)
Alkida Balliu, Dennis Olivetti, Özalp Babaoglu, Moreno Marzolla, Alina Sîrbu
A Big Data Analyzer for Large Trace Logs. CoRR (2015)
Alina Sîrbu, Özalp Babaoglu
Towards Data-Driven Autonomics in Data Centers. ICCAC (2015)
Alina Sîrbu, Özalp Babaoglu
A Holistic Approach to Log Data Analysis in High-Performance Computing Systems: The Case of IBM Blue Gene/Q. Euro-Par Workshops (2015)
Alkida Balliu, Dennis Olivetti, Özalp Babaoglu, Moreno Marzolla, Alina Sîrbu
BiDAl: Big Data Analyzer for Cluster Traces. CoRR (2014)
Alina Sîrbu, Özalp Babaoglu
Towards a systematic analysis of cluster computing log data: the case of IBM BlueGene/Q. CoRR (2014)
Alina Sîrbu, Martin Crane, Heather J. Ruskin
EGIA - Evolutionary Optimisation of Gene Regulatory Networks, an Integrative Approach. CompleNet (2014)
Pierluigi Contucci, Emanuele Panizzi, Federico Ricci-Tersenghi, Alina Sîrbu
A new dimension for democracy: egalitarianism in the rank aggregation problem. CoRR (2014)
Alkida Balliu, Dennis Olivetti, Özalp Babaoglu, Moreno Marzolla, Alina Sîrbu
BiDAl: Big Data Analyzer for Cluster Traces. GI-Jahrestagung (2014)
Saverio Caminiti, Claudio Cicali, Pietro Gravino, Vittorio Loreto, Vito Domenico Pietro Servedio, Alina Sîrbu, Francesca Tria
XTribe: a web-based social computation platform. CoRR (2014)
Saverio Caminiti, Claudio Cicali, Pietro Gravino, Vittorio Loreto, Vito Domenico Pietro Servedio, Alina Sîrbu, Francesca Tria
XTribe: A Web-Based Social Computation Platform. CGC (2013)
Alina Sîrbu, Vittorio Loreto, Vito Domenico Pietro Servedio, Francesca Tria
Cohesion, consensus and extreme information in opinion dynamics CoRR (2013)
Alina Sîrbu, Vittorio Loreto, Vito Domenico Pietro Servedio, Francesca Tria
Cohesion, Consensus and Extreme Information in Opinion Dynamics. Adv. Complex Syst. 16 (6) (2013)
Alina Sîrbu, Vittorio Loreto, Vito Domenico Pietro Servedio, Francesca Tria
Opinion dynamics with disagreement and modulated information CoRR (2012)
Alina Sîrbu, Heather J. Ruskin, Martin Crane
Integrating heterogeneous gene expression data for gene regulatory network modelling. Theory Biosci. 131 (2) (2012)
Alina Sîrbu, Heather J. Ruskin, Martin Crane
Modelling Gene Regulatory Networks - An Integrative Approach. ERCIM News 2010 (81) (2010)
Alina Sîrbu, Heather J. Ruskin, Martin Crane
Comparison of evolutionary algorithms in gene regulatory network model inference. BMC Bioinform. 11 (2010)