Multivariate time-series forecasting of ASTRI-Horn monitoring data: A Normal Behavior Model.

Alessandro Costa

Federico Incardona Alessandro Costa Farida Farsian Francesco Franchina Giuseppe Leto Emilio Mastriani Kevin Munari Giovanni Pareschi Salvatore Scuderi Sebastiano Spinello Gino Tosti Multivariate time-series forecasting of ASTRI-Horn monitoring data: A Normal Behavior Model. 2026 101071 55 Astron. Comput. https://doi.org/10.1016/j.ascom.2026.101071 db/journals/ascom/ascom55.html#IncardonaCFFLMMPSST26 streams/journals/ascom

Federico Incardona Alessandro Costa Farida Farsian Francesco Franchina Giuseppe Leto Emilio Mastriani Kevin Munari Giovanni Pareschi Salvatore Scuderi Sebastiano Spinello Gino Tosti Multivariate time-series forecasting of ASTRI-Horn monitoring data: A Normal Behavior Model. 2026 February abs/2602.19984 CoRR https://doi.org/10.48550/arXiv.2602.19984 db/journals/corr/corr2602.html#abs-2602-19984 streams/journals/corr

Alessandro Costa Emilio Mastriani Federico Incardona Kevin Munari Sebastiano Spinello Predictive Maintenance Study for High-Pressure Industrial Compressors: Hybrid Clustering Models. 1-10 2025 HICSS https://doi.org/10.24251/HICSS.2025.118 conf/hicss/2025 db/conf/hicss/hicss2025.html#CostaMIMS25

Emilio Mastriani Alessandro Costa Federico Incardona Kevin Munari Sebastiano Spinello Improving Anomaly Detection in Industrial Time Series: The Role of Segmentation and Heterogeneous Ensemble. 2025 October abs/2510.09079 CoRR https://doi.org/10.48550/arXiv.2510.09079 db/journals/corr/corr2510.html#abs-2510-09079 streams/journals/corr

Emilio Mastriani Alessandro Costa Federico Incardona Kevin Munari Sebastiano Spinello Segmentation over Complexity: Evaluating Ensemble and Hybrid Approaches for Anomaly Detection in Industrial Time Series. 2025 October abs/2510.26159 CoRR https://doi.org/10.48550/arXiv.2510.26159 db/journals/corr/corr2510.html#abs-2510-26159 streams/journals/corr

Emilio Mastriani Alessandro Costa Federico Incardona Kevin Munari Sebastiano Spinello SERVIMON: AI-Driven Predictive Maintenance and Real-Time Monitoring for Astronomical Observatories. 2025 October abs/2510.27146 CoRR https://doi.org/10.48550/arXiv.2510.27146 db/journals/corr/corr2510.html#abs-2510-27146 streams/journals/corr

Alessandro Costa Emilio Mastriani Federico Incardona Kevin Munari Sebastiano Spinello Predictive Maintenance Study for High-Pressure Industrial Compressors: Hybrid Clustering Models. 2024 abs/2411.13919 CoRR https://doi.org/10.48550/arXiv.2411.13919 db/journals/corr/corr2411.html#abs-2411-13919 streams/journals/corr

Eva Sciacca Fabio Vitello Ugo Becciani Cristobal Bordiu Filomena Bufano Antonio Calanducci Alessandro Costa Mario Raciti Simone Riggi Towards Porting Astrophysics Visual Analytics Services in the European Open Science Cloud. 598-606 2020 SAI (3) https://doi.org/10.1007/978-3-030-52243-8_43 conf/sai/2020-3 db/conf/sai/sai2020-3.html#SciaccaVBBBCCRR20

Alessandro Costa Eva Sciacca Fabio Vitello Ugo Becciani Pietro Massimino Simone Riggi David Sanchez An integrated workspace for the Cherenkov Telescope Array. 811-819 2019 94 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2018.04.009 https://www.wikidata.org/entity/Q129993998 db/journals/fgcs/fgcs94.html#CostaSVBMRS19

Eva Sciacca Fabio Vitello Ugo Becciani Alessandro Costa Ákos Hajnal Péter Kacsuk Zoltán Farkas Istvan Marton Sergio Molinari Anna Maria Di Giorgio Eugenio Schisano Scige John Liu Davide Elia Stefano Cavuoti Giuseppe Riccio 0001 Massimo Brescia VIALACTEA science gateway for Milky Way analysis. 947-956 2019 94 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2017.08.038 https://www.wikidata.org/entity/Q117289527 db/journals/fgcs/fgcs94.html#SciaccaVBCHKFMM19

Michelle Barker Sílvia Delgado Olabarriaga Nancy Wilkins-Diehr Sandra Gesing Daniel S. Katz Shayan Shahand Scott Henwood Tristan Glatard Keith G. Jeffery Brian Corrie Andrew E. Treloar Helen M. Glaves Lesley Wyborn Neil P. Chue Hong Alessandro Costa The global impact of science gateways, virtual research environments and virtual laboratories. 240-248 2019 95 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2018.12.026 https://www.wikidata.org/entity/Q111137096 db/journals/fgcs/fgcs95.html#BarkerOWGKSHGJC19

Davide Salomoni Isabel Campos Plasencia Luciano Gaido Jesús E. Marco de Lucas P. Solagna Jorge Gomes 0001 Ludek Matyska P. Fuhrman Marcus Hardt Giacinto Donvito Lukasz Dutka Marcin Plóciennik Roberto Barbera Ignacio Blanquer Andrea Ceccanti Eva Cetinic Mário David Doina Cristina Duma Álvaro López García Germán Moltó Pablo Orviz Fernández Zdenek Sustr Matthew Viljoen Fernando Aguilar Luís Alves Marica Antonacci Lucio Angelo Antonelli Stefano Bagnasco A. Bonving Riccardo Bruno Y. Chen Alessandro Costa Davor Davidovic Benjamin Ertl Marco Fargetta Sandro Fiore S. Gallozzi Z. Kurkcuoglu Lara Lloret Iglesias J. Martins Alessandra Nuzzo Paola Nassisi Cosimo Palazzo João Murta Pina Eva Sciacca Daniele Spiga Marco Antonio Tangaro Michal Urbaniak Sara Vallero Bas Wegh Valentina Zaccolo Federico Zambelli Tomasz Zok INDIGO-DataCloud: a Platform to Facilitate Seamless Access to E-Infrastructures. 381-408 2018 16 J. Grid Comput. 3 https://doi.org/10.1007/s10723-018-9453-3 https://www.wikidata.org/entity/Q57829631 db/journals/grid/grid16.html#SalomoniPGLSGMF18

Ilario Gabriele Gerloni Vincenza Carchiolo Fabio Vitello Eva Sciacca Ugo Becciani Alessandro Costa Simone Riggi Fabio Luca Bonali Elena Russo Luca Fallati Fabio M. Marchese Alessandro Tibaldi Immersive Virtual Reality for Earth Sciences. 527-534 2018 FedCSIS https://doi.org/10.15439/2018F139 conf/fedcsis/2018 db/conf/fedcsis/fedcsis2018.html#GerloniCVSBCRBR18

Alessandro Costa Eva Sciacca Fabio Vitello Ugo Becciani Piero Massimino Simone Riggi David Sanchez An innovative workspace for the Cherenkov Telescope Array. e2817 2017 5 PeerJ Prepr. https://doi.org/10.7287/peerj.preprints.2817v2 db/journals/peerjpre/peerjpre5.html#CostaSVBMRS17

Eva Sciacca Fabio Vitello Ugo Becciani Alessandro Costa Ákos Hajnal Péter Kacsuk Sergio Molinari Anna Maria Di Giorgio Eugenio Schisano Scige John Liu Davide Elia Stefano Cavuoti Giuseppe Riccio 0001 Massimo Brescia Milky way analysis through a Science Gateway: workflows and resource monitoring. e2818 2017 5 PeerJ Prepr. https://doi.org/10.7287/peerj.preprints.2818v2 db/journals/peerjpre/peerjpre5.html#SciaccaVBCHKMGS17

Sergio Molinari Robert Butora Stefano Cavuoti Marco Molinaro 0003 Giuseppe Riccio 0001 Eva Sciacca Fabio Vitello Ugo Becciani Massimo Brescia Alessandro Costa Riccardo Smareglia Integrated data access, visualization and analysis for Galactic Plane surveys: the VIALACTEA case. 291-298 2016 Astroinformatics https://doi.org/10.1017/S1743921317000163 https://www.wikidata.org/entity/Q62775603 conf/astroinf/2016 db/conf/astroinf/astroinf2016.html#MolinariBCMRSVB16 Alessandro Costa Eva Sciacca Ugo Becciani Piero Massimino Simone Riggi David Sanchez Fabio Vitello An Innovative Workspace for The Cherenkov Telescope Array. 2016 IWSG https://ceur-ws.org/Vol-1871/paper4.pdf conf/iwsg/2016 db/conf/iwsg/iwsg2016.html#CostaSBMRSV16 Eva Sciacca Fabio Vitello Ugo Becciani Alessandro Costa Ákos Hajnal Péter Kacsuk Sergio Molinari Anna Maria Di Giorgio Eugenio Schisano Scige John Liu Davide Elia Stefano Cavuoti Giuseppe Riccio 0001 Massimo Brescia Milky Way Analysis through a Science Gateway: Workflows and Resource Monitoring. 2016 IWSG https://ceur-ws.org/Vol-1871/paper11.pdf conf/iwsg/2016 db/conf/iwsg/iwsg2016.html#SciaccaVBCHKMGS16

Giuliano Castelli Giuliano Taffoni Eva Sciacca Ugo Becciani Alessandro Costa Mel Krokos Fabio Pasian Claudio Vuerli VO-compliant workflows and science gateways. 102-108 2015 11 Astron. Comput. https://doi.org/10.1016/j.ascom.2015.02.006 https://www.wikidata.org/entity/Q58921567 db/journals/ascom/ascom11.html#CastelliTSBCKPV15

Giuliano Taffoni Eva Sciacca Adriano Pietrinferni Ugo Becciani Alessandro Costa Santi Cassisi Fabio Pasian Danilo Pelusi Claudio Vuerli Feeding an astrophysical database via distributed computing resources: The case of BaSTI. 109-118 2015 11 Astron. Comput. https://doi.org/10.1016/j.ascom.2015.02.001 https://www.wikidata.org/entity/Q58921563 db/journals/ascom/ascom11.html#TaffoniSPBCCPPV15

Eva Sciacca Ugo Becciani Alessandro Costa Fabio Vitello Pietro Massimino Marilena Bandieramonte Mel Krokos Simone Riggi Costantino Pistagna Giuliano Taffoni An integrated visualization environment for the virtual observatory: Current status and future directions. 146-154 2015 11 Astron. Comput. https://doi.org/10.1016/j.ascom.2015.01.006 https://www.wikidata.org/entity/Q111909721 db/journals/ascom/ascom11.html#SciaccaBCVMBKRP15

Ugo Becciani Eva Sciacca Alessandro Costa Piero Massimino Costantino Pistagna Simone Riggi Fabio Vitello Catia Petta Marilena Bandieramonte Mel Krokos Science gateway technologies for the astrophysics community. 306-327 2015 27 Concurr. Comput. Pract. Exp. 2 https://doi.org/10.1002/cpe.3255 db/journals/concurrency/concurrency27.html#BeccianiSCMPRVPBK15

Fabio Vitello Eva Sciacca Ugo Becciani Alessandro Costa Piero Massimino Éva Takács Balázs Szakál Mobile application development exploiting science gateway technologies. 4361-4376 2015 27 Concurr. Comput. Pract. Exp. 16 https://doi.org/10.1002/cpe.3538 db/journals/concurrency/concurrency27.html#VitelloSBCMTS15

Alessandro Costa Piero Massimino Marilena Bandieramonte Ugo Becciani Mel Krokos Costantino Pistagna Simone Riggi Eva Sciacca Fabio Vitello An Innovative Science Gateway for the Cherenkov Telescope Array. 547-559 2015 13 J. Grid Comput. 4 https://doi.org/10.1007/s10723-015-9330-2 db/journals/grid/grid13.html#CostaMBBKPRSV15

Eva Sciacca Costantino Pistagna Ugo Becciani Alessandro Costa Piero Massimino Simone Riggi Fabio Vitello Marilena Bandieramonte Mel Krokos Towards a big data exploration framework for astronomical archives. 351-357 2014 HPCS https://doi.org/10.1109/HPCSim.2014.6903707 conf/hpcs/2014 db/conf/hpcs/hpcs2014.html#SciaccaPBCMRVBK14 Fabio Vitello Eva Sciacca Ugo Becciani Alessandro Costa Piero Massimino Éva Takács Developing a Mobile Application Connected to a Science Gateway. 12-17 2014 IWSG https://doi.org/10.1109/IWSG.2014.9 https://doi.ieeecomputersociety.org/10.1109/IWSG.2014.9 conf/iwsg/2014 db/conf/iwsg/iwsg2014.html#VitelloSBCMT14 Piero Massimino Alessandro Costa Ugo Becciani Fabio Vitello Eva Sciacca ACID: An Interactive Desktop for CTA Science Gateway. 55-60 2014 IWSG https://doi.org/10.1109/IWSG.2014.16 https://doi.ieeecomputersociety.org/10.1109/IWSG.2014.16 conf/iwsg/2014 db/conf/iwsg/iwsg2014.html#MassiminoCBVS14 Eva Sciacca Fabio Vitello Ugo Becciani Alessandro Costa Piero Massimino VisIVO Gateway and VisIVO Mobile for the Astrophysics Community. 181-194 2014 Science Gateways for Distributed Computing Infrastructures https://doi.org/10.1007/978-3-319-11268-8_13 books/sp/Ka2014 db/books/collections/Ka2014.html#SciaccaVBCM14 Ugo Becciani Eva Sciacca Alessandro Costa Piero Massimino Fabio Vitello Santi Cassisi Adriano Pietrinferni Giuliano Castelli Cristina Knapic Riccardo Smareglia Giuliano Taffoni Claudio Vuerli Marian Jakubik Lubos Neslusan Mel Krokos Gong-Bo Zhao Creating Gateway Alliances Using WS-PGRADE/gUSE. 255-270 2014 Science Gateways for Distributed Computing Infrastructures https://doi.org/10.1007/978-3-319-11268-8_18 books/sp/Ka2014 db/books/collections/Ka2014.html#BeccianiSCMVCPCKSTVJNKZ14 Vagner Figueredo de Santana Rogério Abreu de Paula Claudio S. Pinhanez Silvia Cristina Sardela Bianchi Elaine Naomi Watanabe Alessandro Costa Carina Missae Visual summarization of incidents in the context of service delivery factories. 300-303 2013 IHC http://dl.acm.org/citation.cfm?id=2577174 conf/ihc/2013 db/conf/ihc/ihc2013.html#SantanaPPBWCM13 Eva Sciacca Marilena Bandieramonte Ugo Becciani Alessandro Costa Mel Krokos Piero Massimino Catia Petta Costantino Pistagna Simone Riggi Fabio Vitello VisIVO Science Gateway: a Collaborative Environment for the Astrophysics Community. 2013 IWSG https://ceur-ws.org/Vol-993/paper1.pdf conf/iwsg/2013 db/conf/iwsg/iwsg2013.html#SciaccaBBCKMPPRV13 Eva Sciacca Marilena Bandieramonte Ugo Becciani Alessandro Costa Mel Krokos Piero Massimino Catia Petta Costantino Pistagna Simone Riggi Fabio Vitello VisIVO Workflow-Oriented Science Gateway for Astrophysical Visualization. 164-171 2013 PDP https://doi.org/10.1109/PDP.2013.31 https://doi.ieeecomputersociety.org/10.1109/PDP.2013.31 conf/pdp/2013 db/conf/pdp/pdp2013.html#SciaccaBBCKMPPRV13

Ugo Becciani Vincenzo Antonuccio-Delogu Alessandro Costa Catia Petta Cosmological Simulations and Data Exploration: a Testcase on the Usage of Grid Infrastructure. 265-277 2012 10 J. Grid Comput. 2 https://doi.org/10.1007/s10723-011-9199-7 db/journals/grid/grid10.html#BeccianiACP12

Alessandro Costa Ugo Becciani Paolo Miocchi Vincenzo Antonuccio-Delogu Roberto Capuzzo-Dolcetta Paola Di Matteo Vittorio Rosato Astrocomp: web technologies for high performance computing on a network of supercomputers. 17-25 2005 166 Comput. Phys. Commun. 1 https://doi.org/10.1016/j.cpc.2004.09.010 https://www.wikidata.org/entity/Q58053015 db/journals/cphysics/cphysics166.html#CostaBMACMR05

Ugo Becciani Antonino Francesco Lanza Alessandro Costa M. Rodonò A parallel code for the analysis of light curves of close binary stars with surface inhomogeneities through the Astrocomp-grid portal. 11-30 2005 170 Comput. Phys. Commun. 1 https://doi.org/10.1016/j.cpc.2005.01.015 db/journals/cphysics/cphysics170.html#BeccianiLCR05

Fernando Aguilar Luís Alves Marica Antonacci Lucio Angelo Antonelli Vincenzo Antonuccio-Delogu Stefano Bagnasco Marilena Bandieramonte Roberto Barbera Michelle Barker Ugo Becciani Silvia Cristina Sardela Bianchi Ignacio Blanquer Fabio Luca Bonali A. Bonving Cristobal Bordiu Massimo Brescia Riccardo Bruno Filomena Bufano Robert Butora Antonio Calanducci Roberto Capuzzo-Dolcetta Vincenza Carchiolo Santi Cassisi Giuliano Castelli Stefano Cavuoti Andrea Ceccanti Eva Cetinic Y. Chen Brian Corrie Mário David Davor Davidovic Giacinto Donvito Doina Cristina Duma Lukasz Dutka Davide Elia Benjamin Ertl Luca Fallati Marco Fargetta Zoltán Farkas Farida Farsian Pablo Orviz Fernández Sandro Fiore Francesco Franchina P. Fuhrman Luciano Gaido S. Gallozzi Álvaro López García Ilario Gabriele Gerloni Sandra Gesing Anna Maria Di Giorgio Tristan Glatard Helen M. Glaves Jorge Gomes 0001 Ákos Hajnal Marcus Hardt Scott Henwood Neil P. Chue Hong Lara Lloret Iglesias Federico Incardona Marian Jakubik Keith G. Jeffery Péter Kacsuk Daniel S. Katz Cristina Knapic Mel Krokos Z. Kurkcuoglu Antonino Francesco Lanza Giuseppe Leto Scige John Liu Jesús E. Marco de Lucas Fabio M. Marchese J. Martins István MártonIstvan Marton Piero Massimino Pietro Massimino Emilio Mastriani Paola Di Matteo Ludek Matyska Paolo Miocchi Carina Missae Sergio Molinari Marco Molinaro 0003 Germán Moltó Kevin Munari Paola Nassisi Lubos Neslusan Alessandra Nuzzo Sílvia Delgado Olabarriaga Cosimo Palazzo Giovanni Pareschi Fabio Pasian Rogério Abreu de Paula Danilo Pelusi Catia Petta Adriano Pietrinferni João Murta Pina Claudio S. Pinhanez Costantino Pistagna Isabel Campos Plasencia Marcin Plóciennik Mario Raciti Giuseppe Riccio 0001 Simone Riggi M. Rodonò Vittorio Rosato Elena Russo Davide Salomoni David SánchezDavid Sanchez Vagner Figuerêdo de SantanaVagner Figueredo de Santana Eugenio Schisano Eva Sciacca Salvatore Scuderi Shayan Shahand Riccardo Smareglia P. Solagna Daniele Spiga Sebastiano Spinello Zdenek Sustr Balázs Szakál Giuliano Taffoni Éva Takács Marco Antonio Tangaro Alessandro Tibaldi Gino Tosti Andrew E. Treloar Michal Urbaniak Sara Vallero Matthew Viljoen Fabio Vitello Claudio Vuerli Elaine Naomi Watanabe Bas Wegh Nancy Wilkins-Diehr Lesley Wyborn Valentina Zaccolo Federico Zambelli Gong-Bo Zhao Tomasz Zok