DATA MINING AND MACHINE LEARNING IN ASTRONOMY

ASTROMETRIC REDSHIFTS FOR QUASARS

(2009) Michael C. Kaczmarczik et al.   ASTRONOMICAL JOURNAL

STARMIND: A FUZZY LOGIC KNOWLEDGE-BASED SYSTEM FOR THE AUTOMATED CLASSIFICATION OF STARS IN THE MK SYSTEM

(2009) M. Manteiga et al.   ASTRONOMICAL JOURNAL

A robust morphological classification of high-redshift galaxies using support vector machines on seeing limited images

(2009) M. Huertas-Company et al.   ASTRONOMY & ASTROPHYSICS

A UNIFIED FRAMEWORK FOR PHOTOMETRIC REDSHIFTS

(2009) Tamás Budavári   ASTROPHYSICAL JOURNAL

WHAT LIES BENEATH: USINGp(z) TO REDUCE SYSTEMATIC PHOTOMETRIC REDSHIFT ERRORS

(2009) D. Wittman   ASTROPHYSICAL JOURNAL

FIRST RESULTS FROM THE CATALINA REAL-TIME TRANSIENT SURVEY

(2009) A. J. Drake et al.   ASTROPHYSICAL JOURNAL

EFFICIENT PHOTOMETRIC SELECTION OF QUASARS FROM THE SLOAN DIGITAL SKY SURVEY. II. ∼1, 000, 000 QUASARS FROM DATA RELEASE 6

(2009) Gordon T. Richards et al.   ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES

Genetic algorithms and supernovae type Ia analysis

(2009) Charalampos Bogdanos et al.   JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS

Estimating the redshift distribution of photometric galaxy samples - II. Applications and tests of a new method

(2009) Carlos E. Cunha et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

A reliable cluster detection technique using photometric redshifts: introducing the 2TecX algorithm

(2009) Caroline van Breukelen et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Background-source separation in astronomical images with Bayesian probability theory - I. The method

(2009) F. Guglielmetti et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Bayesian photometric redshifts with empirical training sets

(2009) Christian Wolf   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Incorporating photometric redshift probability density information into real-space clustering measurements

(2009) Adam D. Myers et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

SAPPORO: A way to turn your graphics cards into a GRAPE-6

(2009) Evghenii Gaburov et al.   NEW ASTRONOMY

Interchanging Interactive 3D Graphics for Astronomy

(2009) C. J. Fluke et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF AUSTRALIA

COMPUTER SCIENCE: Beyond the Data Deluge

(2009) G. Bell et al.   SCIENCE

Application of support vector machine combined with K-nearest neighbors in solar flare and solar proton events forecasting

(2008) Rong Li et al.   ADVANCES IN SPACE RESEARCH

Transient detection and classification

(2008) A.C. Becker   ASTRONOMISCHE NACHRICHTEN

The Palomar-Quest digital synoptic sky survey

(2008) S.G. Djorgovski et al.   ASTRONOMISCHE NACHRICHTEN

Automated probabilistic classification of transients and variables

(2008) A. Mahabal et al.   ASTRONOMISCHE NACHRICHTEN

IMPROVING PHOTOMETRIC REDSHIFTS USINGGALAXY EVOLUTION EXPLOREROBSERVATIONS FOR THE SLOAN DIGITAL SKY SURVEY STRIPE 82 AND THE NEXT GENERATION OF OPTICAL AND SUNYAEV-ZELDOVICH CLUSTER SURVEYS

(2008) Michael D. Niemack et al.   ASTROPHYSICAL JOURNAL

Photometric Redshifts and Signal‐to‐Noise Ratios

(2008) V. E. Margoniner et al.   ASTROPHYSICAL JOURNAL

A Galaxy Photometric Redshift Catalog for the Sloan Digital Sky Survey Data Release 6

(2008) Hiroaki Oyaizu et al.   ASTROPHYSICAL JOURNAL

PHOTOMETRIC REDSHIFT AND CLASSIFICATION FOR THEXMM-COSMOS SOURCES

(2008) M. Salvato et al.   ASTROPHYSICAL JOURNAL

Probabilistic Cross‐Identification of Astronomical Sources

(2008) Tamás Budavári et al.   ASTROPHYSICAL JOURNAL

Robust Machine Learning Applied to Astronomical Data Sets. III. Probabilistic Photometric Redshifts for Galaxies and Quasars in the SDSS andGALEX

(2008) Nicholas M. Ball et al.   ASTROPHYSICAL JOURNAL

FERENGI: Redshifting Galaxies from SDSS to GEMS, STAGES, and COSMOS

(2008) M. Barden et al.   ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES

Automated classification of sloan digital sky survey (SDSS) stellar spectra using artificial neural networks

(2008) Mahdi Bazarghan et al.   ASTROPHYSICS AND SPACE SCIENCE

Photometric redshifts for the Dark Energy Survey and VISTA and implications for large-scale structure

(2008) Manda Banerji et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Revealing components of the galaxy population through non-parametric techniques

(2008) Steven P. Bamford et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Finding rare objects and building pure samples: probabilistic quasar classification from low-resolution Gaia spectra

(2008) C. A. L. Bailer-Jones et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Predicting spectral features in galaxy spectra from broad-band photometry

(2008) F. B. Abdalla et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Foreground analysis of theWilkinson Microwave Anisotropy Probe3-yr data with fastica

(2008) M. Bottino et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Use of neural networks for the identification of newz≥ 3.6 QSOs from FIRST-SDSS DR5

(2008) R. Carballo et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Support vector machines and kd-tree for separating quasars from large survey data bases

(2008) Dan Gao et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Galaxy Zoo: morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey★

(2008) Chris J. Lintott et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

The intrinsic fraction of broad-absorption line quasars

(2008) Christian Knigge et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Initial data release from the INT Photometric H Survey of the Northern Galactic Plane (IPHAS)

(2008) E. A. Gonzlez-Solares et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Morphology classification and photometric redshift measurement of galaxies

(2008) Yanxia Zhang et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Decision table for classifying point sources based on FIRST and 2MASS databases

(2007) Yanxia Zhang et al.   ADVANCES IN SPACE RESEARCH

Comparison of decision tree methods for finding active objects

(2007) Yongheng Zhao et al.   ADVANCES IN SPACE RESEARCH

High performance direct gravitational N-body simulations on graphics processing units II: An implementation in CUDA

(2007) Robert G. Belleman et al.   NEW ASTRONOMY