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ORCIDAstroinformatics 2016: Sorrento, Italy
- Massimo Brescia, S. George Djorgovski, Eric D. Feigelson, Giuseppe Longo, Stefano Cavuoti:
Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016. Proceedings of the International Astronomical Union 12(S325), Cambridge University Press 2016
Contributed Papers
- Eric D. Feigelson:
The changing landscape of astrostatistics and astroinformatics. 3-9 - Tomoaki Ishiyama
:
Supercomputer simulations of structure formation in the Universe. 10-16 - Ashish Mahabal, Daniel J. Crichton, S. George Djorgovski, Emily Law, John S. Hughes:
From Sky to Earth: Data Science Methodology Transfer. 17-26 - Andrew W. Green, Elizabeth Mannering, Lloyd Harischandra, Minh Vuong, Simon O'toole, Katrina Sealey, Andrew M. Hopkins:
What will the future of cloud-based astronomical data processing look like? 27-31 - Areg M. Mickaelian, Hayk V. Abrahamyan, Marietta V. Gyulzadyan, Gor A. Mikayelyan, Gurgen M. Paronyan:
Multi-wavelength studies of the statistical properties of active galaxies using Big Data. 32-38 - Maria Süveges, Sotiria Fotopoulou, Jean Coupon, Stéphane Paltani, Laurent Eyer, Lorenzo Rimoldini:
Learn from every mistake! Hierarchical information combination in astronomy. 39-45 - Jim W. Barrett, Ilya Mandel, Coenraad J. Neijssel, Simon Stevenson, Alejandro Vigna-Gómez:
Exploring the Parameter Space of Compact Binary Population Synthesis. 46-50 - Lucas A. Bignone, Patricia B. Tissera, Emanuel Sillero, Susana E. Pedrosa, Leonardo Javier Pellizza, Diego G. Lambas:
Effects of mergers on non-parametric morphologies. 51-54 - David Borncamp, Norman Grogin, Matthew Bourque, Sara Ogaz:
ACS/WFC Pixel History, Bringing the Pixels Back to Science. 55-58 - Olga Botygina, Mykola Gordovskyy, Vsevolod Lozitsky:
Investigation of Spatially Unresolved Magnetic Field Outside Sunspots Using Hinode/SOT Observations. 59-62 - Hasitieer Haerken, Fuqing Duan, Jiannan Zhang, Ping Guo:
An Effective Method for Modeling Two-dimensional Sky Background of LAMOST. 63-66 - Asmita Korde-Patel, Richard K. Barry, Tinoosh Mohsenin:
Application of Compressive Sensing to Gravitational Microlensing Experiments. 67-70 - Pierre Dubath, Nikolaos Apostolakos, Andrea Bonchi, Andrey N. Belikov, Massimo Brescia, Stefano Cavuoti, Peter Capak, Jean Coupon, Christophe Dabin, Hubert Degaudenzi, Shantanu Desai, Florian Dubath, Adriano Fontana, Sotiria Fotopoulou, Marco Frailis, Audrey Galametz, John Hoar, Mark Holliman, Ben Hoyle, Patrick Hudelot, Olivier Ilbert, Martin Kuemmel, Martin Melchior, Yannick Mellier, Joe Mohr, Nicolas Morisset, Stéphane Paltani, Roser Pello, Stefano Pilo, Gianluca Polenta, Maurice Poncet, Roberto Saglia, Mara Salvato, Marc Sauvage, Marc Schefer, Santiago Serrano, Marco Soldati, Andrea Tramacere, O. Rees Williams, Andrea Zacchei:
The Euclid Data Processing Challenges. 73-82 - Emmanuel Gangler:
The European perspective for LSST. 83-92 - Zeljko Ivezic, Andrew J. Connolly, Mario Juric:
Everything we'd like to do with LSST data, but we don't know (yet) how. 93-102 - Ray P. Norris:
Astroinformatics Challenges from Next-generation Radio Continuum Surveys. 103-113 - Stephen H. Lubow:
The Hubble Source Catalog. 114-117 - Nina Hernitschek, Hans-Walter Rix, Branimir Sesar, Edward F. Schlafly:
Pan-STARRS1 as pilot-survey for panoptic time-domain science. 118-121 - Darko Jevremovic, Veljko Vujcic, Vladimir A. Sreckovic, Jovan Aleksic, Sanja Erkapic, Nenad Milovanovic:
AlertSim - Serbian Contribution to the LSST. 122-125 - Michael Biehl, Barbara Hammer, Thomas Villmann:
Prototype-based Models for the Supervised Learning of Classification Schemes. 129-138 - Andrie de Vries:
Classification of galaxy type from images using Microsoft R Server. 139-144 - Fionn Murtagh:
Hierarchical Matching and Regression with Application to Photometric Redshift Estimation. 145-155 - Kai Lars Polsterer:
Dealing with Uncertain Multimodal Photometric Redshift Estimations. 156-165 - Stefano Cavuoti, Crescenzo Tortora, Massimo Brescia, Giuseppe Longo, Mario Radovich, Nicola R. Napolitano, Valeria Amaro, Civita Vellucci:
Cooperative photometric redshift estimation. 166-172 - Qi Feng, Tony T. Y. Lin:
The analysis of VERITAS muon images using convolutional neural networks. 173-179 - Petr Skoda, Andrej Palicka, Jakub Koza, Ksenia Shakurova:
Identification of Interesting Objects in Large Spectral Surveys Using Highly Parallelized Machine Learning. 180-185 - Martin Topinka, Areg M. Mickaelian, Roberto Nesci, Corinne Rossi:
Automatic Source Classification in Digitised First Byurakan Survey. 186-190 - Diego Tuccillo, Marc Huertas-Company, Etienne Decencière, Santiago Velasco-Forero:
Deep learning for studies of galaxy morphology. 191-196 - Valeria Amaro, Stefano Cavuoti, Massimo Brescia, Civita Vellucci, Crescenzo Tortora, Giuseppe Longo:
METAPHOR: Probability density estimation for machine learning based photometric redshifts. 197-200 - Graham Barnes, Nicole Schanche, K. D. Leka, Ashna Aggarwal, Kathy Reeves:
A Comparison of Classifiers for Solar Energetic Events. 201-204 - Fernando Caro, Marc Huertas-Company, Guillermo F. Cabrera:
Morphology and Interaction of Galaxies using Deep Learning. 205-208 - Antonio D'Isanto:
Uncertain Photometric Redshifts with Deep Learning Methods. 209-212 - Elena Fedorova:
Determining the parameters of high amplification microlensing events by means of statistical machine learning techniques. 213-216 - Vesna Lukic, Marcus Brüggen:
Galaxy Classifications with Deep Learning. 217-220 - Jiannan Zhang, Xiaoyan Chen, Yue Wu, Xiangru Li:
An Automated Galaxy Spectra Recognition Method Basing on Spectral Lines Information. 221-224 - Yanxia Zhang, Yang Tu, Yongheng Zhao, Haijun Tian:
ELM-KNN for photometric redshift estimation of quasars. 225-228 - Matthew J. Graham, S. George Djorgovski, Daniel J. Stern, Andrew J. Drake, Ashish Mahabal:
Detection of quasars in the time domain. 231-241 - Jovan Aleksic, Veljko Vujcic, Darko Jevremovic:
Transient events in LSST survey data. 242-246 - Emille E. O. Ishida, Michele Sasdelli, Ricardo Vilalta, Michel Aguena, Vinicius C. Busti, Hugo Camacho, Arlindo M. M. Trindade, Fabian Gieseke, Rafael S. de Souza, Yabebal T. Fantaye, Paolo A. Mazzali:
Exploring the spectroscopic diversity of type Ia supernovae with Deep Learning and Unsupervised Clustering. 247-252 - Rachel A. Street:
Challenges in Timeseries Analysis from Microlensing. 253-258 - Susana Eyheramendy, Felipe Elorrieta, Wilfredo Palma:
An autoregressive model for irregular time series of variable stars. 259-262 - Rustam Guliyev, Ayyub Guliyev:
On the relationship between long-period comets and large trans-Neptunian planetary bodies. 263-265 - Evgeni Semkov, Stoyanka Peneva, Sunay Ibryamov:
Optical light curves of FUor and FUor-like objects. 266-269 - Olga P. Zhelenkova, Elena K. Majorova:
The search of radio transients in the RATAN-600 radio telescope surveys. 270-273 - Bartlomiej Debski, Stanislaw Zola:
Starspot migration in close binaries: A fast parameters evaluation from large sky surveys. 274-277 - Erzsébet Merényi, Joshua Taylor, Andrea Isella:
Deep data: discovery and visualization Application to hyperspectral ALMA imagery. 281-290 - Sergio Molinari, Robert Butora, Stefano Cavuoti, Marco Molinaro, Giuseppe Riccio, 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 - Maarten A. Breddels:
Interactive (statistical) visualisation and exploration of a billion objects with vaex. 299-304 - Jan M. van der Hülst, Davide Punzo, Jos B. T. M. Roerdink:
3-D interactive visualisation tools for Hi spectral line imaging. 305-310 - Dany Vohl, Christopher J. Fluke, Amr H. Hassan, David G. Barnes, Virginia A. Kilborn:
Collaborative visual analytics of radio surveys in the Big Data era. 311-315 - Andrea Longobardo, Maria Teresa Capria, Angelo Zinzi, Stavro Ivanovski, Marco Giardino, Giuseppe Di Persio, Sergio Fonte, Ernesto Palomba, Lucio Angelo Antonelli, Paolo Giommi, Europlanet Vespa 2020 Team:
Data mining and visualization from planetary missions: the VESPA-Europlanet2020 activity. 316-319 - Hailong Yuan, Yanxia Zhang, Yue Wu, Yajuan Lei, Yiqiao Dong, Zongrui Bai, Guangwei Li, Haotong Zhang, Yongheng Zhao:
A team spectral inspection platform based on ASERA. 320-323 - Giuseppe Riccio, Massimo Brescia, Stefano Cavuoti, Amata Mercurio, Anna Maria Di Giorgio, Sergio Molinari:
C3: A Command-line Catalogue Cross-matching tool for modern astrophysical survey data. 327-332 - Edwin Valentijn, K. G. Begeman, Andrey N. Belikov, Danny Boxhoorn, Jarle Brinchmann, John McFarland, H. Holties, K. H. Kuijken, Gijs A. Verdoes Kleijn, Willem-Jan Vriend, O. Rees Williams, Jos B. T. M. Roerdink, Lambert R. B. Schomaker, Morris A. Swertz, A. Tsyganov, G. J. W. van Dijk:
Target and (Astro-)WISE technologies Data federations and its applications. 333-340 - Sergi Blanco-Cuaresma, Emeline Bolmont:
What can the programming language Rust do for astrophysics? 341-344 - Mauro Garofalo, Alessio Botta, Giorgio Ventre:
Astrophysics and Big Data: Challenges, Methods, and Tools. 345-348 - Sergii V. Khlamov, Vadym E. Savanevych, Olexandr B. Briukhovetskyi, Artem V. Pohorelov:
CoLiTec software - detection of the near-zero apparent motion. 349-352 - Changhua Li, Chenzhou Cui, Linying Mi, Boliang He, Dongwei Fan, Shanshan Li, Sisi Yang, Yunfei Xu, Jun Han, Junyi Chen, Hailong Zhang, Ce Yu, Jian Xiao, Chuanjun Wang, Zihuang Cao, Yufeng Fan, Liang Liu, Xiao Chen, Wenming Song, Kangyu Du:
Design and Implement of Astronomical Cloud Computing Environment In China-VO. 353-356 - Christian Muller, Pericles Consortium:
PERICLES: a knowledge management programme applied to solar data from International Space Station-Columbus. 357-360 - Irina B. Vavilova, Yaroslav S. Yatskiv, Ludmila K. Pakuliak, Ivan L. Andronov, Vitaliy M. Andruk, Yu. I. Protsyuk, Vadym E. Savanevych, D. O. Savchenko, Volodymyr S. Savchenko:
UkrVO Astroinformatics Software and Web-services. 361-366 - Panagiotis Gavras, Alceste Z. Bonanos, Ioannis Bellas-Velidis, Vassilis Charmandaris, I. Georgantopoulos, Despina Hatzidimitriou, George Kakaletris, Andreas Karampelas, N. Laskaris, D. J. Lennon, Maria Ida Moretti, E. Pouliasis, Kirill Sokolovsky, Z. T. Spetsieri, Kanaris Tsinganos, B. C. Whitmore, Ming Yang:
The Hubble Catalog of Variables. 369-372 - Sara R. Heap, Alexander S. Szalay, Wfirst Science Archive Team:
The WFIRST Science Archive and Analysis Center. 373-378 - Joseph M. Mazzarella, The Ned Team:
Evolution of the NASA/IPAC Extragalactic Database (NED) into a Data Mining Discovery Engine. 379-384 - Pilar de Teodoro, Sara Nieto Rodriguez, Bruno Altieri:
Data Management in the Euclid Science Archive System. 385-388 - Svitlana V. Kolomiyets:
Meteor Databases in Astronomy. 389-392 - Vladimir A. Sreckovic, Darko Jevremovic, Veljko Vujcic, Ljubinko M. Ignjatovic, Nenad Milovanovic, Sanja Erkapic, Milan S. Dimitrijevic:
Mol-D a Database and a Web Service within the Serbian Virtual Observatory and the Virtual Atomic and Molecular Data Centre. 393-396 - Matthew Bourque, Varun Bajaj, Ariel Bowers, Michael Dulude, Meredith Durbin, Catherine Gosmeyer, Heather Gunning, Harish Khandrika, Catherine Martlin, Ben Sunnquist, Alex Viana:
The HST/WFC3 Quicklook Project: A User Interface to Hubble Space Telescope Wide Field Camera 3 Data. 397-400
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