Publ. Astron. Soc. Pacific 131
October 2019
- 2019PASP..131j0101L
- Foreword to the focus issue on machine intelligence in astronomy and astrophysics.
- Longo, G. ; Merenyi, E. ; Tino, P.
- 2019PASP..131j8001H
- Deep learning applied to the asteroseismic modeling of stars with coherent oscillation modes.
- Hendriks, L. ; Aerts, C. (1)
- 2019PASP..131j8002P
- Multiband galaxy morphologies for CLASH: a convolutional neural network transferred from CANDELS.
- Perez-Carrasco, M. ; Cabrera-Vives, G. (1) ; Martinez-Marin, M. ; Cerulo, P. ; Demarco, R. ; Protopapas, P. ; Godoy, J. ; Huertas-Company, M. (5)
- 2019PASP..131j8003L
- Preliminary results of using k-nearest-neighbor regression to estimate the redshift of radio-selected data sets.
- Luken, K.J. (1) ; Norris, R.P. (1) ; Park, L.A.F.
- 2019PASP..131j8004N
- A comparison of photometric redshift techniques for large radio surveys.
- Norris, R.P. (1) ; Salvato, M. (3) ; Longo, G. (5) ; Brescia, M. ; Budavari, T. ; Carliles, S. ; Cavuoti, S. (5) (9) ; Farrah, D. (11) ; Geach, J. ; Luken, K. (1) ; Musaeva, A. (14) ; Polsterer, K. ; Riccio, G. ; Seymour, N. ; Smolcic, V. ; Vaccari, M. (19) ; Zinn, P.
- 2019PASP..131j8005B
- Collaborative nested sampling: Big Data versus complex physical models.
- Buchner, J. (1) (2)
- 2019PASP..131j8006C
- Deep learning for image sequence classification of astronomical events.
- Carrasco-Davis, R. (1) ; Cabrera-Vives, G. (2) ; Forster, F. (6) ; Estevez, P.A. (1) ; Huijse, P. (3) ; Protopapas, P. ; Reyes, I. (1) ; Martinez-Palomera, J. (4) (6) ; Donoso, C.
- 2019PASP..131j8007S
- Identifying complex sources in large astronomical data sets using a coarse-grained complexity measure.
- Segal, G. (1) ; Parkinson, D. (1) ; Norris, R.P. (2) ; Swan, J. (2)
- 2019PASP..131j8008V
- A general approach to domain adaptation with applications in astronomy.
- Vilalta, R. ; Dhar Gupta, K. ; Boumber, D. ; Meskhi, M.M.
- 2019PASP..131j8009G
- Radio Galaxy Zoo: knowledge transfer Using rotationally invariant self-organizing maps.
- Galvin, T.J. (1) ; Huynh, M. (1) ; Norris, R.P. (2) ; Wang, X.R. ; Hopkins, E. ; Wong, O.I. ; Shabala, S. ; Rudnick, L. ; Alger, M.J. (9) ; Polsterer, K.L.
- 2019PASP..131j8010C
- Unsupervised classification of galaxies. I. Independent Component Analysis feature selection.
- Chattopadhyay, T. ; Fraix-Burnet, D. ; Mondal, S.
- 2019PASP..131j8011R
- Radio Galaxy Zoo: unsupervised clustering of convolutionally auto-encoded radio-astronomical images.
- Ralph, N.O. (1) ; Norris, R.P. (1) ; Fang, Gu ; Park, L.A.F. ; Galvin, T.J. ; Alger, M.J. (4) ; Andernach, H. ; Lintott, C. ; Rudnick, L. ; Shabala, S. ; Wong, O.I.
- 2019PASP..131j8012S
- Experience with artificial neural networks applied in multi-object adaptive optics.
- Suarez Gomez, S.L. (1) ; Gonzalez-Gutierrez, C. (2) ; Diez Alonso, E. (2) ; Santos, J.D. (1) ; Sanchez Rodriguez, M.L. (1) ; Morris, T. ; Osborn, J. ; Basden, A. ; Bonavera, L. (1) ; Gonzalez-Nuevo Gonzalez, J. (1) ; de Cos Juez, F.J. (2)
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