Table of Contents

• The changing landscape of astrostatistics and astroinformaticsEric D. Feigelson. 3-9 [doi]
• Supercomputer simulations of structure formation in the UniverseTomoaki Ishiyama. 10-16 [doi]
• From Sky to Earth: Data Science Methodology TransferAshish Mahabal, Daniel J. Crichton, S. George Djorgovski, Emily Law, John S. Hughes. 17-26 [doi]
• What will the future of cloud-based astronomical data processing look like?Andrew W. Green, Elizabeth Mannering, Lloyd Harischandra, Minh Vuong, Simon O'toole, Katrina Sealey, Andrew M. Hopkins. 27-31 [doi]
• Multi-wavelength studies of the statistical properties of active galaxies using Big DataAreg M. Mickaelian, Hayk V. Abrahamyan, Marietta V. Gyulzadyan, Gor A. Mikayelyan, Gurgen M. Paronyan. 32-38 [doi]
• Learn from every mistake! Hierarchical information combination in astronomyMaria Süveges, Sotiria Fotopoulou, Jean Coupon, Stéphane Paltani, Laurent Eyer, Lorenzo Rimoldini. 39-45 [doi]
• Exploring the Parameter Space of Compact Binary Population SynthesisJim W. Barrett, Ilya Mandel, Coenraad J. Neijssel, Simon Stevenson, Alejandro Vigna-Gómez. 46-50 [doi]
• Effects of mergers on non-parametric morphologiesLucas A. Bignone, Patricia B. Tissera, Emanuel Sillero, Susana E. Pedrosa, Leonardo J. Pellizza, Diego G. Lambas. 51-54 [doi]
• ACS/WFC Pixel History, Bringing the Pixels Back to ScienceDavid Borncamp, Norman Grogin, Matthew Bourque, Sara Ogaz. 55-58 [doi]
• Investigation of Spatially Unresolved Magnetic Field Outside Sunspots Using Hinode/SOT ObservationsOlga Botygina, Mykola Gordovskyy, Vsevolod Lozitsky. 59-62 [doi]
• An Effective Method for Modeling Two-dimensional Sky Background of LAMOSTHasitieer Haerken, Fuqing Duan, Jiannan Zhang, Ping Guo. 63-66 [doi]
• Application of Compressive Sensing to Gravitational Microlensing ExperimentsAsmita Korde-Patel, Richard K. Barry, Tinoosh Mohsenin. 67-70 [doi]
• The Euclid Data Processing ChallengesPierre 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. 73-82 [doi]
• The European perspective for LSSTEmmanuel Gangler. 83-92 [doi]
• Everything we'd like to do with LSST data, but we don't know (yet) howZeljko Ivezic, Andrew J. Connolly, Mario Juric. 93-102 [doi]
• Astroinformatics Challenges from Next-generation Radio Continuum SurveysRay P. Norris. 103-113 [doi]
• The Hubble Source CatalogStephen H. Lubow. 114-117 [doi]
• Pan-STARRS1 as pilot-survey for panoptic time-domain scienceNina Hernitschek, Hans-Walter Rix, Branimir Sesar, Edward F. Schlafly. 118-121 [doi]
• AlertSim - Serbian Contribution to the LSSTDarko Jevremovic, Veljko Vujcic, Vladimir A. Sreckovic, Jovan Aleksic, Sanja Erkapic, Nenad Milovanovic. 122-125 [doi]
• Prototype-based Models for the Supervised Learning of Classification SchemesMichael Biehl, Barbara Hammer, Thomas Villmann. 129-138 [doi]
• Classification of galaxy type from images using Microsoft R ServerAndrie de Vries. 139-144 [doi]
• Hierarchical Matching and Regression with Application to Photometric Redshift EstimationFionn Murtagh. 145-155 [doi]
• Dealing with Uncertain Multimodal Photometric Redshift EstimationsKai Lars Polsterer. 156-165 [doi]
• Cooperative photometric redshift estimationStefano Cavuoti, Crescenzo Tortora, Massimo Brescia, Giuseppe Longo, Mario Radovich, Nicola R. Napolitano, Valeria Amaro, Civita Vellucci. 166-172 [doi]
• The analysis of VERITAS muon images using convolutional neural networksQi Feng, Tony T. Y. Lin. 173-179 [doi]
• Identification of Interesting Objects in Large Spectral Surveys Using Highly Parallelized Machine LearningPetr Skoda 0004, Andrej Palicka, Jakub Koza, Ksenia Shakurova. 180-185 [doi]
• Automatic Source Classification in Digitised First Byurakan SurveyMartin Topinka, Areg M. Mickaelian, Roberto Nesci, Corinne Rossi. 186-190 [doi]
• Deep learning for studies of galaxy morphologyDiego Tuccillo, Marc Huertas-Company, Etienne Decencière, Santiago Velasco-Forero. 191-196 [doi]
• METAPHOR: Probability density estimation for machine learning based photometric redshiftsValeria Amaro, Stefano Cavuoti, Massimo Brescia, Civita Vellucci, Crescenzo Tortora, Giuseppe Longo. 197-200 [doi]
• A Comparison of Classifiers for Solar Energetic EventsGraham Barnes, Nicole Schanche, K. D. Leka, Ashna Aggarwal, Kathy Reeves. 201-204 [doi]
• Morphology and Interaction of Galaxies using Deep LearningFernando Caro, Marc Huertas-Company, Guillermo Cabrera. 205-208 [doi]
• Uncertain Photometric Redshifts with Deep Learning MethodsAntonio D'Isanto. 209-212 [doi]
• Determining the parameters of high amplification microlensing events by means of statistical machine learning techniquesElena Fedorova. 213-216 [doi]
• Galaxy Classifications with Deep LearningVesna Lukic, Marcus Brüggen. 217-220 [doi]
• An Automated Galaxy Spectra Recognition Method Basing on Spectral Lines InformationJiannan Zhang, Xiaoyan Chen, Yue Wu, Xiangru Li. 221-224 [doi]
• ELM-KNN for photometric redshift estimation of quasarsYanxia Zhang, Yang Tu, Yongheng Zhao, Haijun Tian. 225-228 [doi]
• Detection of quasars in the time domainMatthew J. Graham, S. George Djorgovski, Daniel J. Stern, Andrew J. Drake, Ashish Mahabal. 231-241 [doi]
• Transient events in LSST survey dataJovan Aleksic, Veljko Vujcic, Darko Jevremovic. 242-246 [doi]
• Exploring the spectroscopic diversity of type Ia supernovae with Deep Learning and Unsupervised ClusteringEmille 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. 247-252 [doi]
• Challenges in Timeseries Analysis from MicrolensingRachel A. Street. 253-258 [doi]
• An autoregressive model for irregular time series of variable starsSusana Eyheramendy, Felipe Elorrieta, Wilfredo Palma. 259-262 [doi]
• On the relationship between long-period comets and large trans-Neptunian planetary bodiesRustam Guliyev, Ayyub Guliyev. 263-265 [doi]
• Optical light curves of FUor and FUor-like objectsEvgeni Semkov, Stoyanka Peneva, Sunay Ibryamov. 266-269 [doi]
• The search of radio transients in the RATAN-600 radio telescope surveysOlga P. Zhelenkova, Elena K. Majorova. 270-273 [doi]
• Starspot migration in close binaries: A fast parameters evaluation from large sky surveysBartlomiej Debski, Stanislaw Zola. 274-277 [doi]
• Deep data: discovery and visualization Application to hyperspectral ALMA imageryErzsébet Merényi, Joshua Taylor, Andrea Isella. 281-290 [doi]
• Integrated data access, visualization and analysis for Galactic Plane surveys: the VIALACTEA caseSergio Molinari, Robert Butora, Stefano Cavuoti, Marco Molinaro, Giuseppe Riccio, Eva Sciacca, Fabio Vitello, Ugo Becciani, Massimo Brescia, Alessandro Costa, Riccardo Smareglia. 291-298 [doi]
• Interactive (statistical) visualisation and exploration of a billion objects with vaexMaarten A. Breddels. 299-304 [doi]
• 3-D interactive visualisation tools for Hi spectral line imagingJ. M. van der Hulst, Davide Punzo, Jos B. T. M. Roerdink. 305-310 [doi]
• Collaborative visual analytics of radio surveys in the Big Data eraDany Vohl, Christopher J. Fluke, Amr H. Hassan, David G. Barnes, Virginia A. Kilborn. 311-315 [doi]
• Data mining and visualization from planetary missions: the VESPA-Europlanet2020 activityAndrea 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. 316-319 [doi]
• A team spectral inspection platform based on ASERAHailong Yuan, Yanxia Zhang, Yue Wu, Yajuan Lei, Yiqiao Dong, Zongrui Bai, Guangwei Li, Haotong Zhang, Yongheng Zhao. 320-323 [doi]
• C3: A Command-line Catalogue Cross-matching tool for modern astrophysical survey dataGiuseppe Riccio, Massimo Brescia, Stefano Cavuoti, Amata Mercurio, Anna Maria Di Giorgio, Sergio Molinari. 327-332 [doi]
• Target and (Astro-)WISE technologies Data federations and its applicationsEdwin Valentijn, K. G. Begeman, Andrey N. Belikov, Danny Boxhoorn, J. Brinchmann, John McFarland, H. Holties, K. H. Kuijken, Gijs A. Verdoes Kleijn, Willem-Jan Vriend, O. Rees Williams, Jos B. T. M. Roerdink, L. R. B. Schomaker, Morris A. Swertz, A. Tsyganov, G. J. W. van Dijk. 333-340 [doi]
• What can the programming language Rust do for astrophysics?Sergi Blanco-Cuaresma, Emeline Bolmont. 341-344 [doi]
• Astrophysics and Big Data: Challenges, Methods, and ToolsMauro Garofalo, Alessio Botta, Giorgio Ventre. 345-348 [doi]
• CoLiTec software - detection of the near-zero apparent motionSergii V. Khlamov, Vadym E. Savanevych, Olexandr B. Briukhovetskyi, Artem V. Pohorelov. 349-352 [doi]
• Design and Implement of Astronomical Cloud Computing Environment In China-VOChanghua 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. 353-356 [doi]
• PERICLES: a knowledge management programme applied to solar data from International Space Station-ColumbusChristian Muller, Pericles Consortium. 357-360 [doi]
• UkrVO Astroinformatics Software and Web-servicesIrina 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. 361-366 [doi]
• The Hubble Catalog of VariablesPanagiotis Gavras, Alceste Z. Bonanos, Ioannis Bellas-Velidis, Vassilis Charmandaris, I. Georgantopoulos, D. Hatzidimitriou, G. Kakaletris, A. Karampelas, N. Laskaris, D. J. Lennon, M. I. Moretti, E. Pouliasis, Kirill Sokolovsky, Z. T. Spetsieri, Kanaris Tsinganos, B. C. Whitmore, M. Yang. 369-372 [doi]
• The WFIRST Science Archive and Analysis CenterSara R. Heap, Alexander S. Szalay, Wfirst Science Archive Team. 373-378 [doi]
• Evolution of the NASA/IPAC Extragalactic Database (NED) into a Data Mining Discovery EngineJoseph M. Mazzarella, The Ned Team. 379-384 [doi]
• Data Management in the Euclid Science Archive SystemPilar de Teodoro, Sara Nieto, Bruno Altieri. 385-388 [doi]
• Meteor Databases in AstronomySvitlana V. Kolomiyets. 389-392 [doi]
• Mol-D a Database and a Web Service within the Serbian Virtual Observatory and the Virtual Atomic and Molecular Data CentreVladimir A. Sreckovic, Darko Jevremovic, Veljko Vujcic, Ljubinko M. Ignjatovic, Nenad Milovanovic, Sanja Erkapic, Milan S. Dimitrijevic. 393-396 [doi]
• The HST/WFC3 Quicklook Project: A User Interface to Hubble Space Telescope Wide Field Camera 3 DataMatthew Bourque, Varun Bajaj, Ariel Bowers, Michael Dulude, Meredith Durbin, Catherine Gosmeyer, Heather Gunning, Harish Khandrika, Catherine Martlin, Ben Sunnquist, Alex Viana. 397-400 [doi]