Search Results - "Donalek, C."
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Cataclysmic variables from the Catalina Real-time Transient Survey
Published in Monthly notices of the Royal Astronomical Society (21-06-2014)“…We present 855 cataclysmic variable candidates detected by the Catalina Real-time Transient Survey (CRTS) of which at least 137 have been spectroscopically…”
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PROBING THE OUTER GALACTIC HALO WITH RR LYRAE FROM THE CATALINA SURVEYS
Published in The Astrophysical journal (20-01-2013)“…We present analysis of 12,227 type-ab RR Lyraes (RRLs) found among the 200 million public light curves in Catalina Surveys Data Release 1. These stars span the…”
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An analysis of feature relevance in the classification of astronomical transients with machine learning methods
Published in Monthly notices of the Royal Astronomical Society (11-04-2016)“…The exploitation of present and future synoptic (multiband and multi-epoch) surveys requires an extensive use of automatic methods for data processing and data…”
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EVIDENCE FOR A MILKY WAY TIDAL STREAM REACHING BEYOND 100 kpc
Published in The Astrophysical journal (10-03-2013)“…We present the analysis of 1207 RR Lyrae found in photometry taken by the Catalina Survey's Mount Lemmon telescope. By combining accurate distances for these…”
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ULTRA-SHORT PERIOD BINARIES FROM THE CATALINA SURVEYS
Published in The Astrophysical journal (01-08-2014)“…We investigate the properties of 367 ultra-short period binary candidates selected from 31,000 sources recently identified from Catalina Surveys data. Based on…”
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CLaSPS: A NEW METHODOLOGY FOR KNOWLEDGE EXTRACTION FROM COMPLEX ASTRONOMICAL DATA SETS
Published in The Astrophysical journal (20-08-2012)“…In this paper, we present the Clustering-Labels-Score Patterns Spotter (CLaSPS), a new methodology for the determination of correlations among astronomical…”
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The Palomar-Quest digital synoptic sky survey
Published in Astronomische Nachrichten (01-03-2008)“…We describe briefly the Palomar‐Quest (PQ) digital synoptic sky survey, including its parameters, data processing, status, and plans. Exploration of the time…”
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A multi-step approach to time series analysis and gene expression clustering
Published in Bioinformatics (01-03-2006)“…Motivation: The huge growth in gene expression data calls for the implementation of automatic tools for data processing and interpretation. Results: We present…”
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Automated probabilistic classification of transients and variables
Published in Astronomische Nachrichten (01-03-2008)“…There is an increasing number of large, digital, synoptic sky surveys, in which repeated observations are obtained over large areas of the sky in multiple…”
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EVIDENCE FOR A MILKY WAY TIDAL STREAM REACHING BEYOND 100 kpc
Published in The Astrophysical journal (27-02-2013)Get full text
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Comparison between methods for the determination of the primary cosmic ray mass composition from the longitudinal profile of atmospheric cascades
Published in Astroparticle physics (01-12-2005)“…The determination of the primary cosmic ray mass composition from the longitudinal development of atmospheric cascades is still a debated issue. In this work…”
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Some Pattern Recognition Challenges in Data-Intensive Astronomy
Published in 18th International Conference on Pattern Recognition (ICPR'06) (2006)“…We review some of the recent developments and challenges posed by the data analysis in modern digital sky surveys, which are representative of the…”
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Conference Proceeding -
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Real-time data mining of massive data streams from synoptic sky surveys
Published in Future generation computer systems (01-06-2016)“…The nature of scientific and technological data collection is evolving rapidly: data volumes and rates grow exponentially, with increasing complexity and…”
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Data visualization methodologies for data mining systems in bioinformatics
Published in Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005 (2005)“…Bioinformatics systems benefit from the use of data mining strategies to locate interesting and pertinent relationships within massive information. For…”
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Conference Proceeding -
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Probabilistic principal surfaces for yeast gene microarray data mining
Published in Fourth IEEE International Conference on Data Mining (ICDM'04) (2004)“…The recent technological advances are producing huge data sets in almost all fields of scientific research, from astronomy to genetics. Although each research…”
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Conference Proceeding -
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Neural networks in astronomy
Published in Neural networks (01-04-2003)“…In the last decade, the use of neural networks (NN) and of other soft computing methods has begun to spread also in the astronomical community which, due to…”
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Visualization, clustering and classification of multidimensional astronomical data
Published in Seventh International Workshop on Computer Architecture for Machine Perception (CAMP'05) (2005)“…Due to the recent technological advances, data mining in massive data sets has evolved as a crucial research field for many if not all areas of research: from…”
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A multi-step approach to time series analysis and gene expression clustering
Published in Bioinformatics (Oxford, England) (2006)Get full text
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Data Driven Discovery in Astrophysics
Published 21-10-2014“…We review some aspects of the current state of data-intensive astronomy, its methods, and some outstanding data analysis challenges. Astronomy is at the…”
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Flashes in a star stream: Automated classification of astronomical transient events
Published in 2012 IEEE 8th International Conference on E-Science (01-10-2012)“…An automated, rapid classification of transient events detected in the modern synoptic sky surveys is essential for their scientific utility and effective…”
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Conference Proceeding