SUrvey Network for Deep Imaging Analysis and Learning

Risultati finali

Machine Learning Algorithm for classifying galaxies using imaging and spectroscopypublished on our website together with a document describing it

Faint object detection method algorithm

Algorithm for faint object detection with integrated noise, instrument, and background,, published on our website, together with a document describing it.

Catalogue of Simulations

Systematic catalogue of simulations of interacting galaxies including visualizations published on our website with a document describing it

Web release of pictures and movies of simulations

Web releases of pictures of simulations and observations, interesting for the public as well as scientists, with a document describing it.

Connected filter algorithm

Algorithm for trainable connected and morphological COSFIRE filters published on our website together with a document describing it

Database of Fornax Galaxies

Interactive database of galaxies in the Fornax Cluster on our website including an HI fluxes and colour gradients with a document describing it

Filters with trainable connectivity

Algorithm for filters with trainable connectivity published on our website with a document describing it

Classification tools for Citizen Science

Classification tools for nonastronomers to involve the general public in the way that ZooUniverse has been doing published on our website with a document describing them

Course-material for Children

SUNDIAL coursematerial for children published on our website and a document describing it

Data Management Plan
Database of halo properties

Published database of stellar halo properties around massive galaxies with an electronic version published on our website

Promotion Movie

Promotion movie about galaxy classification and the relevant computer algorithms to be developed by SUNDIAL published on our website with a report describing it

Multi wavelength galaxy catalogue

Published multiwavelength catalogue of galaxies in the Fornax Cluster with an electronic version published on our website

Image Decomposition Report

A report of the new analysis method for automatic multicomponent 2D image decomposition published on our website

Galaxy Classification Catalogues

Calatogue of galaxy classifications based on the newly developed methods with an electronic version published on our website and a document describing itThis deliverable will be a publication

Catalogue of streams

Published catalogue of faint stellar streams in the Fornax Cluster, with an electronic version published on our website.

Movies and Pictures of Simulations

Movies and pictures of simulations will be made available on website

Proceedings of International Conference

Proceedings of International Conference to be held in Month 8 So Due Date should be 54

Pubblicazioni

The Fornax Deep Survey with VST

Autori: M. A. Raj, E. Iodice, N. R. Napolitano, M. Hilker, M. Spavone, R. F. Peletier, H-S. Su, J. Falcón-Barroso, G. van de Ven, M. Cantiello, D. Kleiner, A. Venhola, S. Mieske, M. Paolillo, M. Capaccioli, P. Schipani
Pubblicato in: Astronomy & Astrophysics, Numero 640, 2020, Pagina/e A137, ISSN 0004-6361
Editore: Springer Verlag
DOI: 10.1051/0004-6361/202038043

Improving the reliability of photometric redshift with machine learning

Autori: Oleksandra Razim; Stefano Cavuoti; Massimo Brescia; Giuseppe Riccio; Mara Salvato; Giuseppe Longo
Pubblicato in: Monthly Notices of the Royal Astronomical Society, Numero Volume 507, Numero 4, November 2021, 2021, Pagina/e Pages 5034–5052, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stab2334

Signatures of quenching in dwarf galaxies in local galaxy clusters

Autori: Joachim Janz, Heikki Salo, Alan H. Su, Aku Venhola
Pubblicato in: Astronomy & Astrophysics, Numero 647, 2021, Pagina/e A80, ISSN 0004-6361
Editore: Springer Verlag
DOI: 10.1051/0004-6361/202039408

The Fornax Deep Survey (FDS) with the VST

Autori: A. H. Su, H. Salo, J. Janz, E. Laurikainen, A. Venhola, R. F. Peletier, E. Iodice, M. Hilker, M. Cantiello, N. Napolitano, M. Spavone, M. A. Raj, G. van de Ven, S. Mieske, M. Paolillo, M. Capaccioli, E. A. Valentijn, A. E. Watkins
Pubblicato in: Astronomy & Astrophysics, Numero 647, 2021, Pagina/e A100, ISSN 0004-6361
Editore: Springer Verlag
DOI: 10.1051/0004-6361/202039633

A MeerKAT view of pre-processing in the Fornax A group

Autori: D. Kleiner, P. Serra, F. M. Maccagni, A. Venhola, K. Morokuma-Matsui, R. Peletier, E. Iodice, M. A. Raj, W. J. G. de Blok, A. Comrie, G. I. G. Józsa, P. Kamphuis, A. Loni, S. I. Loubser, D. Cs. Molnár, S. S. Passmoor, M. Ramatsoku, A. Sivitilli, O. Smirnov, K. Thorat, F. Vitello
Pubblicato in: Astronomy & Astrophysics, Numero 648, 2021, Pagina/e A32, ISSN 0004-6361
Editore: Springer Verlag
DOI: 10.1051/0004-6361/202039898

Are ultra-diffuse galaxies Milky Way-sized?

Autori: Nushkia Chamba, Ignacio Trujillo, Johan H. Knapen
Pubblicato in: Astronomy & Astrophysics, Numero 633, 2020, Pagina/e L3, ISSN 0004-6361
Editore: Springer Verlag
DOI: 10.1051/0004-6361/201936821

On the accretion of a new group of galaxies on to Virgo: I. Internal kinematics of nine in-falling dEs

Autori: Bahar Bidaran, Anna Pasquali, Thorsten Lisker, Lodovico Coccato, Jesus Falcón-Barroso, Glenn van de Ven, Reynier Peletier, Eric Emsellem, Eva K Grebel, Francesco La Barbera, Joachim Janz, Agnieszka Sybilska, Rukmani Vijayaraghavan, John Gallagher, Dimitri A Gadotti
Pubblicato in: Monthly Notices of the Royal Astronomical Society, Numero 497/2, 2020, Pagina/e 1904-1924, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa2097

Globular cluster detection in the GAIA survey

Autori: M. Mohammadi, N. Petkov, K. Bunte, R.F. Peletier, F.-M. Schleif
Pubblicato in: Neurocomputing, Numero 342, 2019, Pagina/e 164-171, ISSN 0925-2312
Editore: Elsevier BV
DOI: 10.1016/j.neucom.2018.10.081

A physically motivated definition for the size of galaxies in an era of ultradeep imaging

Autori: Ignacio Trujillo, Nushkia Chamba, Johan H Knapen
Pubblicato in: Monthly Notices of the Royal Astronomical Society, Numero 493/1, 2020, Pagina/e 87-105, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa236

The number of globular clusters around the iconic UDG DF44 is as expected for dwarf galaxies

Autori: Teymoor Saifollahi, Ignacio Trujillo, Michael A Beasley, Reynier F Peletier, Johan H Knapen
Pubblicato in: Monthly Notices of the Royal Astronomical Society, Numero 502/4, 2021, Pagina/e 5921-5934, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa3016

The Fornax Deep Survey (FDS) with VST XII: Low surface brightness dwarf galaxies in the Fornax cluster

Autori: Aku Venhola, Reynier F. Peletier, Heikki Salo, Eija Laurikainen, Joachim Janz, Caroline Haigh, Michael H. F. Wilkinson, Enrichetta Iodice, Michael Hilker, Steffen Mieske, Michele Cantiello, Marilena Spavone
Pubblicato in: Astronomy & Astrophysics, 2022, ISSN 0004-6361
Editore: Springer Verlag

A tale of two tails: insights from simulations into the formation of the peculiar dwarf galaxy NGC 1427A

Autori: M Mastropietro, S De Rijcke, R F Peletier
Pubblicato in: Monthly Notices of the Royal Astronomical Society, Numero 504/3, 2021, Pagina/e 3387-3398, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stab1091

ASAP – A sub-sampling approach for preserving topological structures modeled with geodesic topographic mapping

Autori: Taghribi, A. , Canducci, M. , Mastropietro, M. , De Rijcke, S. , Bunte, K. & Tino, P
Pubblicato in: Neurocomputing, Numero Neurocomputing. 470 , p. 376-388, 2022, Pagina/e 376-388, ISSN 0925-2312
Editore: Elsevier BV
DOI: 10.1016/j.neucom.2021.05.108

Photometric Redshifts With Machine Learning, Lights and Shadows on a Complex Data Science Use Case

Autori: Massimo Brescia, Stefano Cavuoti, Oleksandra Razim, Valeria Amaro, Giuseppe Riccio, Giuseppe Longo
Pubblicato in: Frontiers in Astronomy and Space Sciences, Numero 8, 2021, ISSN 2296-987X
Editore: publishing.partnerships@frontiersin.org
DOI: 10.3389/fspas.2021.658229

A new astrophysical solution to the Too Big To Fail problem

Autori: R. Verbeke, E. Papastergis, A. A. Ponomareva, S. Rathi, S. De Rijcke
Pubblicato in: Astronomy & Astrophysics, Numero 607, 2017, Pagina/e A13, ISSN 0004-6361
Editore: Springer Verlag
DOI: 10.1051/0004-6361/201730758

Galaxy classification: A machine learning analysis of GAMA catalogue data

Autori: Aleke Nolte, Lingyu Wang, Maciej Bilicki, Benne Holwerda, Michael Biehl
Pubblicato in: Neurocomputing, Numero 342, 2019, Pagina/e 172-190, ISSN 0925-2312
Editore: Elsevier BV
DOI: 10.1016/j.neucom.2018.12.076

The first sample of spectroscopically confirmed ultra-compact massive galaxies in the Kilo Degree Survey

Autori: C Tortora, N R Napolitano, M Spavone, F La Barbera, G D’Ago, C Spiniello, K H Kuijken, N Roy, M A Raj, S Cavuoti, M Brescia, G Longo, V Pota, C E Petrillo, M Radovich, F Getman, L V E Koopmans, I Trujillo, G Verdoes Kleijn, M Capaccioli, A Grado, G Covone, D Scognamiglio, C Blake, K Glazebrook, S Joudaki, C Lidman, C Wolf
Pubblicato in: Monthly Notices of the Royal Astronomical Society, Numero 481/4, 2018, Pagina/e 4728-4752, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/sty2564

Evolution of galaxy size–stellar mass relation from the Kilo-Degree Survey

Autori: N Roy, N R Napolitano, F La Barbera, C Tortora, F Getman, M Radovich, M Capaccioli, M Brescia, S Cavuoti, G Longo, M A Raj, E Puddu, G Covone, V Amaro, C Vellucci, A Grado, K Kuijken, G Verdoes Kleijn, E Valentijn
Pubblicato in: Monthly Notices of the Royal Astronomical Society, Numero 480/1, 2018, Pagina/e 1057-1080, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/sty1917

The Fornax Deep Survey with the VST

Autori: M. A. Raj, E. Iodice, N. R. Napolitano, M. Spavone, H-S. Su, R. F. Peletier, T. A. Davis, N. Zabel, M. Hilker, S. Mieske, J. Falcon Barroso, M. Cantiello, G. van de Ven, A. E. Watkins, H. Salo, P. Schipani, M. Capaccioli, A. Venhola
Pubblicato in: Astronomy & Astrophysics, Numero 628, 2019, Pagina/e A4, ISSN 0004-6361
Editore: Springer Verlag
DOI: 10.1051/0004-6361/201935433

Historical Perspectives on the Concept of Galaxy Size

Autori: Nushkia Chamba
Pubblicato in: Research Notes of the AAS, Numero 4/7, 2020, Pagina/e 117, ISSN 2515-5172
Editore: AAS Publishing
DOI: 10.3847/2515-5172/aba951

Detection of Globular Clusters in the Halo of Milky Way

Autori: Mohammad Mohammadi, Nicolai Petkov, Reynier Peletier, Pedro Bibiloni Serrano, Kerstin Bunte
Pubblicato in: Frontiers in Artificial Intelligence and Applications (FAIA), Numero 310, 2018, ISSN 2405-6456
Editore: IOS press
DOI: 10.3233/978-1-61499-419-0-27

Ultra-compact dwarfs beyond the centre of the Fornax galaxy cluster: hints of UCD formation in low-density environments

Autori: Teymoor Saifollahi, Joachim Janz, Reynier F Peletier, Michele Cantiello, Michael Hilker, Steffen Mieske, Edwin A Valentijn, Aku Venhola, Gijs Verdoes Kleijn
Pubblicato in: Monthly Notices of the Royal Astronomical Society, Numero 504/3, 2021, Pagina/e 3580-3609, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stab1118

The Fornax Deep Survey with VSTVIII. Connecting the accretion history with the cluster density

Autori: M. Spavone, E. Iodice, G. van de Ven, J. Falcón-Barroso, M. A. Raj, M. Hilker, R. P. Peletier, M. Capaccioli, S. Mieske, A. Venhola, N. R. Napolitano, M. Cantiello, M. Paolillo, P. Schipani
Pubblicato in: Astronomy & Astrophysics (A&A), Numero Volume 639, July 2020, 2020, Pagina/e 16, ISSN 0004-6361
Editore: Springer Verlag

Probabilistic modelling of general noisy multi-manifold data sets

Autori: M. Canducci, P. Tiño, M. Mastropietro
Pubblicato in: Artificial Intelligence, 2021, Pagina/e 103579, ISSN 0004-3702
Editore: Elsevier BV
DOI: 10.1016/j.artint.2021.103579

“Observations” of simulated dwarf galaxies

Autori: Shivangee Rathi, Michele Mastropietro, Sven De Rijcke, Carme Gallart, Edouard Bernard, Robbert Verbeke
Pubblicato in: Astronomy & Astrophysics, Numero 642, 2020, Pagina/e A40, ISSN 0004-6361
Editore: Springer Verlag
DOI: 10.1051/0004-6361/201937142

VEGAS: A VST Early-type GAlaxy Survey

Autori: Rossella Ragusa, Marilena Spavone, Enrichetta Iodice, Sarah Brough, Maria Angela Raj, Maurizio Paolillo, Michele Cantiello, Duncan A. Forbes, Antonio La Marca, Giuseppe D’Ago, Roberto Rampazzo, Pietro Schipani
Pubblicato in: Astronomy & Astrophysics, Numero 651, 2021, Pagina/e A39, ISSN 0004-6361
Editore: Springer Verlag
DOI: 10.1051/0004-6361/202039921

Optimising and comparing source-extraction tools using objective segmentation quality criteria

Autori: Caroline Haigh, Nushkia Chamba, Aku Venhola, Reynier Peletier, Lars Doorenbos, Matthew Watkins, Michael H. F. Wilkinson
Pubblicato in: Astronomy & Astrophysics, Numero 645, 2021, Pagina/e A107, ISSN 0004-6361
Editore: Springer Verlag
DOI: 10.1051/0004-6361/201936561

Building the Largest Spectroscopic Sample of Ultracompact Massive Galaxies with the Kilo Degree Survey

Autori: Diana Scognamiglio, Crescenzo Tortora, Marilena Spavone, Chiara Spiniello, Nicola R. Napolitano, Giuseppe D’Ago, Francesco La Barbera, Fedor Getman, Nivya Roy, Maria Angela Raj, Mario Radovich, Massimo Brescia, Stefano Cavuoti, Léon V. E. Koopmans, Konrad H. Kuijken, Giuseppe Longo, Carlo E. Petrillo
Pubblicato in: The Astrophysical Journal, Numero 893/1, 2020, Pagina/e 4, ISSN 1538-4357
Editore: IOP Publishing
DOI: 10.3847/1538-4357/ab7db3

ASAP : a sub-sampling approach for preserving topological structures

Autori: Abolfazl Taghribi, Kerstin Bunte, Michele Mastropietro, Sven De Rijcke, Peter Tino
Pubblicato in: Proceedings of the 28th European Symposium on Artificial Neural Networks (ESANN), 2020, ISBN 9782875870742
Editore: Ciaco - i6doc.com

CGO: Multiband Astronomical Source Detection With Component-Graphs

Autori: Thanh Xuan Nguyen, Giovanni Chierchia, Laurent Najman, Aku Venhola, Caroline Haigh, Reynier Peletier, Michael H.F. Wilkinson, Hugues Talbot, Benjamin Perret
Pubblicato in: 2020 IEEE International Conference on Image Processing (ICIP), 2020, Pagina/e 16-20, ISBN 978-1-7281-6395-6
Editore: IEEE
DOI: 10.1109/icip40778.2020.9191276

Tracking the Temporal-Evolution of Supernova Bubbles in Numerical Simulations

Autori: Marco Canducci, Abolfazl Taghribi, Michele Mastropietro, Sven de Rijcke, Reynier Peletier, Kerstin Bunte, Peter Tino
Pubblicato in: Intelligent Data Engineering and Automated Learning – IDEAL 2021, 2021, Pagina/e pp 493-501, ISBN 978-3-030-91607-7
Editore: Springer
DOI: 10.1007/978-3-030-91608-4_49

Prototype-based analysis of GAMA galaxy catalogue data

Autori: A. Nolte, L. Wang, M Biehl
Pubblicato in: ESANN, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2018, Pagina/e 339-344, ISBN 978-287-587-048-3
Editore: Ciaco - i6doc.com

Erratum: A physically motivated definition for the size of galaxies in an era of ultra-deep imaging

Autori: Ignacio Trujillo, Nushkia Chamba, Johan H Knapen
Pubblicato in: Monthly Notices of the Royal Astronomical Society, Numero 495/4, 2020, Pagina/e 3777-3779, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa1446

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