Photometric redshifts for the S-PLUS Survey: Is machine learning up to the task?
Erik Rodrigues de LimaL. Sodré Jr.Clecio Roque De BomGabriel S. M. TeixeiraL. NakazonoMaria Luisa BuzzoCarolina QueirozFabrício HerpichJos Luis Nilo CastellónM. L. L. DantasO. L. Dors Jr.Rodrigo Clemente Thom SouzaStavros AkrasYolanda Jiménez-TejaA. KanaanT. RibeiroW. SchoennellPublished in: Astron. Comput. (2022)
Keyphrases
- machine learning
- data mining
- learning algorithm
- machine learning algorithms
- pattern recognition
- machine learning methods
- data collection
- natural language processing
- machine learning and data mining
- text mining
- computer science
- explanation based learning
- knowledge acquisition
- feature selection
- learning tasks
- information retrieval
- knowledge representation
- case study
- inductive logic programming
- statistical methods
- artificial intelligence
- discriminative power
- computational biology
- color information
- photometric stereo
- learning problems
- genetic algorithm
- learning systems
- reinforcement learning
- model selection
- computational intelligence
- image sequences
- information extraction
- color images
- natural language