SUrvey Network for Deep Imaging Analysis and Learning

Rezultaty

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

Publikacje

The Fornax Deep Survey with VST

Autorzy: 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
Opublikowane w: Astronomy & Astrophysics, Numer 640, 2020, Strona(/y) A137, ISSN 0004-6361
Wydawca: Springer Verlag
DOI: 10.1051/0004-6361/202038043

Improving the reliability of photometric redshift with machine learning

Autorzy: Oleksandra Razim; Stefano Cavuoti; Massimo Brescia; Giuseppe Riccio; Mara Salvato; Giuseppe Longo
Opublikowane w: Monthly Notices of the Royal Astronomical Society, Numer Volume 507, Numer 4, November 2021, 2021, Strona(/y) Pages 5034–5052, ISSN 0035-8711
Wydawca: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stab2334

Signatures of quenching in dwarf galaxies in local galaxy clusters

Autorzy: Joachim Janz, Heikki Salo, Alan H. Su, Aku Venhola
Opublikowane w: Astronomy & Astrophysics, Numer 647, 2021, Strona(/y) A80, ISSN 0004-6361
Wydawca: Springer Verlag
DOI: 10.1051/0004-6361/202039408

The Fornax Deep Survey (FDS) with the VST

Autorzy: 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
Opublikowane w: Astronomy & Astrophysics, Numer 647, 2021, Strona(/y) A100, ISSN 0004-6361
Wydawca: Springer Verlag
DOI: 10.1051/0004-6361/202039633

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

Autorzy: 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
Opublikowane w: Astronomy & Astrophysics, Numer 648, 2021, Strona(/y) A32, ISSN 0004-6361
Wydawca: Springer Verlag
DOI: 10.1051/0004-6361/202039898

Are ultra-diffuse galaxies Milky Way-sized?

Autorzy: Nushkia Chamba, Ignacio Trujillo, Johan H. Knapen
Opublikowane w: Astronomy & Astrophysics, Numer 633, 2020, Strona(/y) L3, ISSN 0004-6361
Wydawca: 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

Autorzy: 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
Opublikowane w: Monthly Notices of the Royal Astronomical Society, Numer 497/2, 2020, Strona(/y) 1904-1924, ISSN 0035-8711
Wydawca: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa2097

Globular cluster detection in the GAIA survey

Autorzy: M. Mohammadi, N. Petkov, K. Bunte, R.F. Peletier, F.-M. Schleif
Opublikowane w: Neurocomputing, Numer 342, 2019, Strona(/y) 164-171, ISSN 0925-2312
Wydawca: 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

Autorzy: Ignacio Trujillo, Nushkia Chamba, Johan H Knapen
Opublikowane w: Monthly Notices of the Royal Astronomical Society, Numer 493/1, 2020, Strona(/y) 87-105, ISSN 0035-8711
Wydawca: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa236

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

Autorzy: Teymoor Saifollahi, Ignacio Trujillo, Michael A Beasley, Reynier F Peletier, Johan H Knapen
Opublikowane w: Monthly Notices of the Royal Astronomical Society, Numer 502/4, 2021, Strona(/y) 5921-5934, ISSN 0035-8711
Wydawca: 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

Autorzy: 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
Opublikowane w: Astronomy & Astrophysics, 2022, ISSN 0004-6361
Wydawca: Springer Verlag

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

Autorzy: M Mastropietro, S De Rijcke, R F Peletier
Opublikowane w: Monthly Notices of the Royal Astronomical Society, Numer 504/3, 2021, Strona(/y) 3387-3398, ISSN 0035-8711
Wydawca: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stab1091

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

Autorzy: Taghribi, A. , Canducci, M. , Mastropietro, M. , De Rijcke, S. , Bunte, K. & Tino, P
Opublikowane w: Neurocomputing, Numer Neurocomputing. 470 , p. 376-388, 2022, Strona(/y) 376-388, ISSN 0925-2312
Wydawca: 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

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

A new astrophysical solution to the Too Big To Fail problem

Autorzy: R. Verbeke, E. Papastergis, A. A. Ponomareva, S. Rathi, S. De Rijcke
Opublikowane w: Astronomy & Astrophysics, Numer 607, 2017, Strona(/y) A13, ISSN 0004-6361
Wydawca: Springer Verlag
DOI: 10.1051/0004-6361/201730758

Galaxy classification: A machine learning analysis of GAMA catalogue data

Autorzy: Aleke Nolte, Lingyu Wang, Maciej Bilicki, Benne Holwerda, Michael Biehl
Opublikowane w: Neurocomputing, Numer 342, 2019, Strona(/y) 172-190, ISSN 0925-2312
Wydawca: 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

Autorzy: 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
Opublikowane w: Monthly Notices of the Royal Astronomical Society, Numer 481/4, 2018, Strona(/y) 4728-4752, ISSN 0035-8711
Wydawca: Blackwell Publishing Inc.
DOI: 10.1093/mnras/sty2564

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

Autorzy: 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
Opublikowane w: Monthly Notices of the Royal Astronomical Society, Numer 480/1, 2018, Strona(/y) 1057-1080, ISSN 0035-8711
Wydawca: Blackwell Publishing Inc.
DOI: 10.1093/mnras/sty1917

The Fornax Deep Survey with the VST

Autorzy: 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
Opublikowane w: Astronomy & Astrophysics, Numer 628, 2019, Strona(/y) A4, ISSN 0004-6361
Wydawca: Springer Verlag
DOI: 10.1051/0004-6361/201935433

Historical Perspectives on the Concept of Galaxy Size

Autorzy: Nushkia Chamba
Opublikowane w: Research Notes of the AAS, Numer 4/7, 2020, Strona(/y) 117, ISSN 2515-5172
Wydawca: AAS Publishing
DOI: 10.3847/2515-5172/aba951

Detection of Globular Clusters in the Halo of Milky Way

Autorzy: Mohammad Mohammadi, Nicolai Petkov, Reynier Peletier, Pedro Bibiloni Serrano, Kerstin Bunte
Opublikowane w: Frontiers in Artificial Intelligence and Applications (FAIA), Numer 310, 2018, ISSN 2405-6456
Wydawca: 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

Autorzy: Teymoor Saifollahi, Joachim Janz, Reynier F Peletier, Michele Cantiello, Michael Hilker, Steffen Mieske, Edwin A Valentijn, Aku Venhola, Gijs Verdoes Kleijn
Opublikowane w: Monthly Notices of the Royal Astronomical Society, Numer 504/3, 2021, Strona(/y) 3580-3609, ISSN 0035-8711
Wydawca: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stab1118

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

Autorzy: 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
Opublikowane w: Astronomy & Astrophysics (A&A), Numer Volume 639, July 2020, 2020, Strona(/y) 16, ISSN 0004-6361
Wydawca: Springer Verlag

Probabilistic modelling of general noisy multi-manifold data sets

Autorzy: M. Canducci, P. Tiño, M. Mastropietro
Opublikowane w: Artificial Intelligence, 2021, Strona(/y) 103579, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2021.103579

“Observations” of simulated dwarf galaxies

Autorzy: Shivangee Rathi, Michele Mastropietro, Sven De Rijcke, Carme Gallart, Edouard Bernard, Robbert Verbeke
Opublikowane w: Astronomy & Astrophysics, Numer 642, 2020, Strona(/y) A40, ISSN 0004-6361
Wydawca: Springer Verlag
DOI: 10.1051/0004-6361/201937142

VEGAS: A VST Early-type GAlaxy Survey

Autorzy: 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
Opublikowane w: Astronomy & Astrophysics, Numer 651, 2021, Strona(/y) A39, ISSN 0004-6361
Wydawca: Springer Verlag
DOI: 10.1051/0004-6361/202039921

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

Autorzy: Caroline Haigh, Nushkia Chamba, Aku Venhola, Reynier Peletier, Lars Doorenbos, Matthew Watkins, Michael H. F. Wilkinson
Opublikowane w: Astronomy & Astrophysics, Numer 645, 2021, Strona(/y) A107, ISSN 0004-6361
Wydawca: Springer Verlag
DOI: 10.1051/0004-6361/201936561

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

Autorzy: 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
Opublikowane w: The Astrophysical Journal, Numer 893/1, 2020, Strona(/y) 4, ISSN 1538-4357
Wydawca: IOP Publishing
DOI: 10.3847/1538-4357/ab7db3

ASAP : a sub-sampling approach for preserving topological structures

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

CGO: Multiband Astronomical Source Detection With Component-Graphs

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

Tracking the Temporal-Evolution of Supernova Bubbles in Numerical Simulations

Autorzy: Marco Canducci, Abolfazl Taghribi, Michele Mastropietro, Sven de Rijcke, Reynier Peletier, Kerstin Bunte, Peter Tino
Opublikowane w: Intelligent Data Engineering and Automated Learning – IDEAL 2021, 2021, Strona(/y) pp 493-501, ISBN 978-3-030-91607-7
Wydawca: Springer
DOI: 10.1007/978-3-030-91608-4_49

Prototype-based analysis of GAMA galaxy catalogue data

Autorzy: A. Nolte, L. Wang, M Biehl
Opublikowane w: ESANN, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2018, Strona(/y) 339-344, ISBN 978-287-587-048-3
Wydawca: Ciaco - i6doc.com

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

Autorzy: Ignacio Trujillo, Nushkia Chamba, Johan H Knapen
Opublikowane w: Monthly Notices of the Royal Astronomical Society, Numer 495/4, 2020, Strona(/y) 3777-3779, ISSN 0035-8711
Wydawca: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa1446

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