Patoomsiri Songsiri - researchr alias

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Viewing Publication 1 - 6 from 6

2018

Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error EstimationPittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao. amcs, 28(4):705-717, 2018. [doi]

Universum Selection for Boosting the Performance of Multiclass Support Vector Machines Based on One-versus-One StrategyPatoomsiri Songsiri, Vladimir Cherkassky, Boonserm Kijsirikul. kbs, 159:9-19, 2018. [doi]

Efficient All-and-One Support Vector Machines Based on One-versus-All Data InseparabilityPatoomsiri Songsiri, Boonserm Kijsirikul. iri 2018: 233-239 [doi]

2015

Enhancement of multi-class support vector machine construction from binary learners using generalization performancePatoomsiri Songsiri, Thimaporn Phetkaew, Boonserm Kijsirikul. ijon, 151:434-448, 2015. [doi]

2014

Sub-classifier construction for error correcting output code using minimum weight perfect matchingPatoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise, Boonserm Kijsirikul. ijcnn 2014: 3519-3525 [doi]

2008

Information-based dichotomization: A method for multiclass Support Vector MachinesPatoomsiri Songsiri, Boonserm Kijsirikul, Thimaporn Phetkaew. ijcnn 2008: 3284-3291 [doi]

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