Patoomsiri Songsiri

Publication Activity (10 Years)

Years Active: 2008-2018
Publications (10 Years): 5

Top Topics

Error Estimation

Multi Class Support Vector Machine

Top Venues

Int. J. Appl. Math. Comput. Sci.

Publications

Patoomsiri Songsiri, Boonserm Kijsirikul
Efficient All-and-One Support Vector Machines Based on One-versus-All Data Inseparability. IRI (2018)
Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error Estimation. Int. J. Appl. Math. Comput. Sci. 28 (4) (2018)
Patoomsiri Songsiri, Vladimir Cherkassky, Boonserm Kijsirikul
Universum Selection for Boosting the Performance of Multiclass Support Vector Machines Based on One-versus-One Strategy. Knowl. Based Syst. 159 (2018)
Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
Efficient Decision Trees for Multi-class Support Vector Machines Using Entropy and Generalization Error Estimation. CoRR (2017)
Patoomsiri Songsiri, Thimaporn Phetkaew, Boonserm Kijsirikul
Enhancement of multi-class support vector machine construction from binary learners using generalization performance. Neurocomputing 151 (2015)
Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise, Boonserm Kijsirikul
Sub-classifier construction for error correcting output code using minimum weight perfect matching. IJCNN (2014)
Patoomsiri Songsiri, Thimaporn Phetkaew, Boonserm Kijsirikul
Enhancements of Multi-class Support Vector Machine Construction from Binary Learners using Generalization Performance. CoRR (2013)
Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise, Boonserm Kijsirikul
Sub-Classifier Construction for Error Correcting Output Code Using Minimum Weight Perfect Matching. CoRR (2013)
Patoomsiri Songsiri, Boonserm Kijsirikul, Thimaporn Phetkaew
Information-based dichotomization: A method for multiclass Support Vector Machines. IJCNN (2008)