Idioma:

The Pandora software development kit for pattern recognition

Marshall, J. S. ; Thomson, M. A.

The European physical journal. C, Particles and fields, 2015-09, Vol.75 (9), p.1-16, Article 439 [Periódico revisado por pares]

Berlin/Heidelberg: Springer Berlin Heidelberg

Texto completo disponível

Citações Citado por

Enviar para

Título:
The Pandora software development kit for pattern recognition
Autor: Marshall, J. S. ; Thomson, M. A.
Assuntos: Algorithms ; Applications programming ; Astronomy ; Astrophysics and Cosmology ; Automation ; Collisions (Nuclear physics) ; Data structures ; Elementary Particles ; Hadrons ; Heavy Ions ; Logic ; Measurement Science and Instrumentation ; Nuclear Energy ; Nuclear Physics ; Pandora ; Pattern recognition ; Physics ; Physics and Astronomy ; Program development software ; Quantum Field Theories ; Quantum Field Theory ; Reconstruction ; Regular Article - Experimental Physics ; Software development ; String Theory
É parte de: The European physical journal. C, Particles and fields, 2015-09, Vol.75 (9), p.1-16, Article 439
Notas: ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
Descrição: The development of automated solutions to pattern recognition problems is important in many areas of scientific research and human endeavour. This paper describes the implementation of the Pandora software development kit, which aids the process of designing, implementing and running pattern recognition algorithms. The Pandora Application Programming Interfaces ensure simple specification of the building-blocks defining a pattern recognition problem. The logic required to solve the problem is implemented in algorithms. The algorithms request operations to create or modify data structures and the operations are performed by the Pandora framework. This design promotes an approach using many decoupled algorithms, each addressing specific topologies. Details of algorithms addressing two pattern recognition problems in High Energy Physics are presented: reconstruction of events at a high-energy e + e - linear collider and reconstruction of cosmic ray or neutrino events in a liquid argon time projection chamber.
Editor: Berlin/Heidelberg: Springer Berlin Heidelberg
Idioma: Inglês

Voltar para lista de resultados

Anterior Resultado 5 Avançar Ir para próxima página

Realização: Logos de Redes Sociais:

The Pandora software development kit for pattern recognition

Marshall, J. S. ; Thomson, M. A.

Berlin/Heidelberg: Springer Berlin Heidelberg

Buscando em bases de dados remotas. Favor aguardar.