DAME Science & Technology Production

This page reports the complete list of downloadable publications related with DAME Project activities together with the list of the codified internal technical documentation of the project.
Other documents (mainly referred to education and lectures) can be consulted here.

Scientific Papers and Contributions

Brescia, M.; Cavuoti, s.; Paolillo, M.; Longo, G.; Puzia, T.; 2012, The detection of Globular Clusters in galaxies as a data mining problem, Monthly Notices of the Royal Astronomical Society, Volume 421, Issue 2, pp. 1155-1165, available at arXiv:1110.2144v1

Brescia, M.; 2011, New Trends in E-Science: Machine Learning and Knowledge Discovery in Databases, Contribution to the Volume Horizons in Computer Science Research, Editors: Thomas S. Clary, Series Horizons in Computer Science, ISBN: 978-1-61942-774-7, available at Nova Science Publishers

Brescia M., Cavuoti, S., Djorgovski, G.S., ,Donalek, C., Longo, G.,,Paolillo, M., 2011, Extracting knowledge from massive astronomical data sets, arXiv:1109.2840v1, to appear in Astrostatistics and data mining in large astronomical databases, L.M. Barrosaro et al. eds, Springer Series on Astrostatistics, 15 pages

Brescia, M.; Longo, G.; Djorgovski, G. S.; Cavuoti, S.; D'Abrusco, R.; Donalek, C.; Di Guido, A.; Fiore, M.; Garofalo, M.; Laurino, O.; Mahabal, A.; Manna, F.; Nocella, A.; d'Angelo, G.; Paolillo, M.; 2010, DAME: A Web Oriented Infrastructure for Scientific Data Mining & Exploration, 2010arXiv1010.4843B, 16 pages, 9 figures

D'Abrusco, R.; Longo, G.; Walton, N.A.; 2009, Quasar candidate selection in the Virtual Observatory era, MNRAS, 396, 223-262

D'Abrusco, R.; Staiano, A.; Longo, G.; Brescia, M.; De Filippis, E.; Paolillo, M.; Tagliaferri, R.; 2007, Mining the SDSS data. I. Photometric redshifts for the nearby universe, ApJ., 663, 752-764

Proceedings

Cavuoti, S.; Garofalo, M.; Brescia, M.; Pescape', A.; Longo, G.; Ventre, G., 2012, Genetic Algorithm Modeling with GPU Parallel Computing Technology, 22nd WIRN, Italian Workshop on Neural Networks, Vietri sul Mare, Salerno, Italy, May 17-19

Djorgovski, S. G.; Longo, G., Brescia, M., Donalek, C., Cavuoti, S., Paolillo, M., D'Abrusco, R., Laurino, O., Mahabal, A., Graham, M., 2012, DAta Mining and Exploration (DAME): New Tools for Knowledge Discovery in Astronomy. American Astronomical Society, AAS Meeting #219, #145.12, Tucson, USA, January 08-12

Schipani, P.; Capaccioli, M.; D'Orsi, S.; Marcozzi, C.; Marty, L.; Fierro, D.; Arcidiacono, C.; Farinato, J.; Magrin, D.; Ragazzoni, R.; Umbriaco, G.; Brescia, M.; Molfese, C.; Perrotta, F.; Ferragina, L., 2012, VST: the telescope progress toward stars. Memorie della Societa Astronomica Italiana Supplement, v.19, p.393

Brescia, M.; Longo, G., 2011, Astroinformatics, data mining and the future of astronomical research. To appear in the Proceedings of the 2-nd International Conference on Frontiers in Diagnostic Technologies, Nuclear Instruments and Methods in Physics Research A, NIMA Elsevier Journal, ENEA Laboratori Nazionali di Frascati, Rome, Italy, November 28-30

Castellani, M.; Brescia, M.; Mancini, E.; Pellecchia, L.; Longo, G.; 2011, VOGCLUSTERS: an example of DAME web application, Proceedings of "Advances in Computational Astrophysics: methods, tools and outcomes" (Cefalu, Sicily, June 2011). To be published on ASP Conference Series, 4 pages

Pasian, F.; Brescia, M.; Longo, G.; 2012, Astronomical Images and Data Mining in the International Virtual Observatory Context, Science - Image in Action. Edited by Bertrand Zavidovique (Universite' Paris-Sud XI, France) and Giosue' Lo Bosco (University of Palermo, Italy) . Published by World Scientific Publishing Co. Pte. Ltd., 2012. ISBN 9789814383295, pp. 230-240

Cavuoti, S.; Brescia, M.; Longo, G.; Garofalo, M.; Nocella, A.; 2012, DAME: A Web Oriented Infrastructure for Scientific Data Mining and Exploration, Science - Image in Action. Edited by Bertrand Zavidovique (Universite' Paris-Sud XI, France) and Giosue' Lo Bosco (University of Palermo, Italy) . Published by World Scientific Publishing Co. Pte. Ltd., 2012. ISBN 9789814383295, pp. 241-247

Brescia, M.; Cavuoti, S.; D'Abrusco, R.; Laurino, O.; Longo, G.; 2010, DAME: A Distributed Data Mining & Exploration Framework within the Virtual Observatory, INGRID 2010 Workshop on Instrumenting the GRID, Poznan, Poland, in Remote Instrumentation for eScience and Related Aspects, F. Davoli et al. (eds.), Springer Science+Business Media, LLC 2011, DOI 10.1007/978-1-4614-0508-5_17

Brescia, M.; Longo, G.; Pasian, F.; 2009, Mining knowledge in Astrophysical Massive Data Sets, Nuclear Instruments and Methods in Physics Research A, NIMA Elsevier Journal, Vol. 51067 (in press), ENEA Laboratori Nazionali di Frascati, International Conference on Frontiers in Diagnostic Technologies, Roma, Italy, November 25-27

Laurino, O.; D'Abrusco, R.; Brescia, M.; Cavuoti, S.; Corazza, A.; d'Angelo, G.; Donalek, C.; Djorgovski, S.G.; Deniskina, N.; Fiore, M.; Garofalo, M.; Longo, G.; Mahabal, A.; Manna, F.; Nocella, A.; Skordovski, B.; 2009, A web application for photometric redshift estimation, FINAL WORKSHOP OF GRID PROJECTS, PON RICERCA 2000-2006, AVVISO 1575, Catania, Italy

Brescia, M.; Corazza, A.; Cavuoti, S.; d'Angelo, G.; D'Abrusco, R.; Donalek, C.; Djorgovski, S.G.; Deniskina, N.; Fiore, M.; Garofalo, M.; Laurino, O.; Longo, G.; Mahabal, A.; Manna, F.; Nocella, A.; Skordovski, B.; 2009; The DAME/VO-Neural infrastructure: an integrated data mining system support for the science community, FINAL WORKSHOP OF GRID PROJECTS, PON RICERCA 2000-2006, AVVISO 1575, Catania, Italy

Brescia, M.; Cavuoti, S.; d'Angelo, G.; D'Abrusco, R.; Donalek, C.; Deniskina, N.; Laurino, O.; Longo, G.; 2009, Astrophysics in S.Co.P.E., Mem. S.A. It. Suppl. Vol 13, p. 56

Brescia, M.; Cavuoti, S.; d'Angelo, G.; D'Abrusco, R.; Deniskina, N.; Garofalo, M.; Laurino, O.; Longo, G.; Nocella, A.; Skordovski, B.; 2008, The VO-Neural project: recent developments and applications, Proceedings of the ESO-GRID workshop, Mem. SAIt, Munich, Germany

Deniskina, N.; Brescia, M.; Cavuoti, S.; d'Angelo, G.; 2008, GRID-Launcher v 1.0, Proceedings of the ESO-GRID workshop, Mem. Sait., Munich, Germany

D'Abrusco, R.; Longo, G.; Paolillo, M.; De Filippis, E.; Brescia, M.; Staiano, A.; Tagliaferri, R.; 2007, The use of neural networks to probe the structure of the nearby universe, Proccedings of the first workshop of astronomy and astrophysics for students, ed. M. Paolillo, INFN, Italy

D'Abrusco, R.; Longo, G.; Paolillo, M.; Brescia, M.; De Filippis E.; Staiano, A.; Tagliaferri R.; 2006, The use of neural networks to probe the structure of the nearby universe, Proceedings of the ADA-IV (Astronomical Data Analysis IV), September, 18-20, Marseille, France

D'Abrusco, R.; Longo, G.; Staiano, A.; De Filippis, E.; Paolillo, M.; Brescia, M.; 2006, Steps towards a map of the nearby universe, NOW - 2006 (Neutrino Oscillation Workshop - 2006, Conca Specchiulla, 9-16 September 2006, Fogli R. et al. eds, to appear in Nucl. Phys. B

Old DAME Group Publications (2005 - 1995)

Staiano, A.; Ciaramella, A.; De Vinco, L.; Donalek, C.; Longo, G.; Raiconi, G.; Tagliaferri, R.; Amato, R.; Del Mondo, C.; Mangano, G.; Miele, G.; 2005, Visualization, Clustering and Classification of Multidimensional Astronomical Data, CAMP 2005

Marmo, R.; Amodio, S.; Tagliaferri, R.; Terreri, V.; Longo, G.; 2005, Textural identification of carbonate rocks by image processing and neural network, Computer & Geosciences, 31, 649-669

Amato, R.; Ciaramella, A.; Deniskina, N.; Del Mondo, C.; Di Bernardo, C.; Donalek, C.; Longo, G.; Mangano, G.; Miele, G.; Raiconi, G.; Staiano, A.; Tagliaferri, R.; 2005, NEC for Gene Expression Analysis, , CIBB 2005, SECOND INTERNATIONAL MEETING ON COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS

Amato, R.; Ciaramella, A.; Staiano, R.; Donalek, C.; Deniskina, N.; Del Mondo, C.; Donalek, C.; Longo, G.; Miele, G.; Raiconi, G.; Tagliaferri, R.; 2005, An Integrated Data Analysis Approach to Preprocessing, Visualization and Clustering of Microarray Data, Chicago

Ciaramella, A.; Donalek, C.; Staiano, A.; Ambrosio, M.; Aramo, C.; Benvenuti, P.; Longo, G.; Milano, L.; Raiconi, G.; Tagliaferri, R.; Volpicelli, A.; 2004, Applications of Neural Networks in Astronomy and Astroparticle Physics , Research System Reviews

Staiano, A.; De Vinco, L.; Ciaramella, A.; Raiconi, G.; Tagliaferri, R.; Longo, G.; Miele, G.; Amato, R.; Del Mondo, C.; Donalek, C.; Mangano, G.; Di Bernardo, D.; 2004, Probabilistic principal surfaces for yeast gene microarray data-mining, ICDM'04 - Fourth IEEE International Conference on Data Mining, Brighton, UK, November

Longo, G.; Donalek, C.; Raiconi, G.; Staiano, A.; Tagliaferri, R.; Pasian, F.; Smareglia, R.; Volpicelli, A.; 2004, Artificial intelligence tools for data mining in large astronomical databases, Atti del Convegno "Toward an International Virtual Observatory", Quinn P.J. and Gorski K.M. Editor, Spinger, Heidelberg, pp.202-21

Staiano, A.; De Vinco, L.; Tagliaferri, R.; Ciaramella, A.; Raiconi, G.; Longo, G.; Miele, G.; Amato, R.; Mangano, R.; Donalek, C.; Di Bernardo, D.; 2004, Mining Yeast Gene Microarray Data with Latent Variable Models, WIRN 2004, Perugia, Italy

Staiano, A.; Tagliaferri, R.; De Vinco, L.; Longo, G.; 2004, High-D data visualization methods via Probabilistic Principal Surfaces for Data Mining Applications, MDIC-2004, Salerno, Italy

Ciaramella, A.; Bongardo, C.; Aller, H.D.; Aller, M.F.; De Zotti, G.; Lähteenmaki, A.; Longo, G.; Milano, L.; Tagliaferri, R.; Teräsranta, H.; Tornikoski, M.; Urpo, S.; 2004, A multifrequency analysis of radio variability of blazars, A&A, 419, pp.485-500

Tagliaferri, R.; Longo, G.; Milano, L.; Acernese, F.; Barone, F.; Ciaramella, A.; De Rosa, R.; Donalek, C.; Eleuteri, A.; Raiconi, G.; Sessa, S.; Staiano, A.; Volpicelli, A.; 2003, Neural Networks in Astronomy, Special Issue on "Neural Network Analysis of Complex Scientific Data: Astronomy and Geosciences", Neural Networks, 16, pp. 297-321

Tagliaferri, R.; Longo, G.; Andreon, S.; Capozziello, S.; Donalek, C.; Giordano, G.; 2003, Neural networks for photometric redshift evaluation, Proceedings of WIRN Vietri 03, in Lecture Notes in Computer Science LNCS 2859, Springer Verlag, pp. 226-234, World Scientific Press, p.13-19

Brescia, M.; Mcncini, D.; Schipani, P.; 2003, A Neural Tool for Ground-Based Telescope Tracking control, AIIA NOTIZIE, periodico dell'Associazione Italiana per l'Intelligenza Artificiale, Anno XVI, December, Nr. 4, pp. 57-65

Tagliaferri, R.; Longo, G.; Andreon, S.; Capozziello, S.; Donalek, C.; Giordano, G.; 2002, Neural networks and photometric redshifts, A&A

Sessa, S.; Tagliaferri, R.; Longo, G.; Ciaramella, A.; Staiano, A.; 2002, Fuzzy similarities in star/galaxy classification, Proceedings of the 2002 IEEE International Conference on "Systems, Man and Cybernetics", Yasmine Hammamet, Tunisia, October 6-9, IEEE Press, Vol. 2, pp. 494 -496

Longo, G.; Donalek, C.; Raiconi, G.; Staiano, A.; Tagliaferri, R.; Sessa, S.; Pasian, F.; Smareglia, R; Volpicelli, A.; 2002, Data Mining on large Astronomical Databases with Neural Tools, Proceedings of "Data Analysis in Astronomy II", Edited by Starck, Jean-Luc; Murtagh, Fionn D., SPIE-4847, 265-276

Tagliaferri, R.; Pelosi, N.; Ciaramella, A.; Longo, G.; Milano, L.; Barone, F.; 2001, Soft computing methodologies for spectral analysis in cyclostratigraphy, Computer & Geosciences, 27, pp. 535-548

Longo, G.; Tagliaferri, R.; Sessa, A.; Ortiz, P.; Capaccioli, M.; Ciaramella, A.; Donalek, C.; Raiconi, G.; Staiano, A.; Volpicelli, A.; 2001, Advanced data mining tools for exploring large astronomical databases, Atti del convegno SPIE "Astronomical Data Analysis - I", J.-L- Starck and F. Murtagh Eds., SPIE-4477, San Diego, CA USA, pp.61-75

Tagliaferri, R.; Longo, G.; Iovane, G.; 2001, Extraction of catalogs from astronomical images, Atti del convegno "Astronomical Data Analysis - I", F. Murtagh and J.-L. Starck Eds., SPIE 4477-06, pp.107-114

Andreon, S.; Capuano, S.; Gargiulo, G.; Tagliaferri, R.; Zaggia, S.; Longo, G.; 1998, Object identification in POSS-II plates by means of neural networks, Proceedings of WIRN 98, Salerno, Italy

Rasile, M.; Tagliaferri, R.; Milano, L.; Longo, G.; 1997, Neural networks for periodicity analysis of unevenly spaced data, Proceedings of the 1997 International Conference on Neural Networks ICNN’97, N.B. Karaayannis et al. Eds., pp. 2257, IEEE Piscataway NJ

Brescia, M.; D'Argenio, B.; Ferreri, V.; Longo, G.; Pelosi, N.; Rampone, S.; Tagliaferri, R.; 1996, Neural net aided detection of astronomical periodicities in geologic records, Earth and Planetary Science Letters, 139, 33-45; P27_bis. (This work was also selected as highlight papers and appeared in The Earth and Planetary Science Express)

Brescia, M.; D'Argenio, B.; Ferreri, V.; Pelosi, N.; Longo, G.; Rampone, S.; Tagliaferri, R.; 1995, A neural network for spectral analysis of stratigraphic records, Proceedings of the 7-th Workshop on Neural Nets - WIRN ’95 , ed. M. Marinaro and R. Tagliaferri, World Scientific, Singapore, p. 232

Brescia, M.; D'Argenio, B.; Ferreri, V.; Longo, G.; Pelosi, N.; Rampone, S.; Tagliaferri, R.; 1995, A Neural Network for the Detection of Astronomical Periodicities in Geologic Records, Proceedings of Int. Conf. on Artificial Neural Networks, ICANN '95, Parigi, Francia, pp. 267-272, October 9-13