Results 71 to 80 of about 725,482 (185)

Support Vector Machine Implementations for Classification & Clustering

BMC Bioinformatics, 2006
Background We describe Support Vector Machine (SVM) applications to classification and clustering of channel current data. SVMs are variational-calculus based methods that are constrained to have structural risk minimization (SRM), i.e., they provide ...
Winters-Hilt Stephen, Yelundur Anil, McChesney Charlie, Landry Matthew   +3 more
doaj   +1 more source

Performance Analysis of Simplification of Hyperplane Support Vector Machine

Dianxin kexue, 2015
Comparing with traditional support vector machine，hyperplane support vector machine （HPSVM）and hyperplane support vector machine for regression（HPSVMR）not only reduce the number of support vectors and calculation time but also have comparable accuracy ...
Hui Cheng, Jinglong Fang, Daquan Wang, Xingqi Wang   +3 more
doaj   +2 more sources

Chunking with support vector machines [PDF]

, 2001
Taku Kudo, Yūji Matsumoto
openalex   +1 more source

Multi-class protein fold recognition using support vector machines and neural networks [PDF]

, 2001
Chris Ding, Inna Dubchak
openalex   +1 more source

Application of Genetic Algorithm Based Support Vector Machine Model in Second Virial Coefficient Prediction of Pure Compounds [PDF]

Iranian Journal of Chemistry & Chemical Engineering, 2018
In this work, a Genetic Algorithm boosted Least Square Support Vector Machine model by a set of linear equations instead of a quadratic program, which is improved version of Support Vector Machine model, was used for estimation of 98 pure compounds ...
Mohammad Soleimani Lashkenar, Bahman Mehdizadeh, Kamyar Movagharnejad   +2 more
doaj  

Support vector machine as an efficient tool for high‐dimensional data processing: Application to substorm forecasting [PDF]

, 2001
Valeriy Gavrishchaka, Supriya B. Ganguli
openalex   +1 more source

Support vector machine multiuser receiver for DS-CDMA signals in multipath channels [PDF]

, 2001
Sheng Chen, Ahmad Kamsani Samingan, Lajos Hanzo   +2 more
openalex   +1 more source

Karyotyping of comparative genomic hybridization human metaphases by using support vector machines [PDF]

, 2001
Zhenzhen Kou, Liang Ji, Xuegong Zhang
openalex   +1 more source

Granular-Balls based Fuzzy Twin Support Vector Machine for Classification [PDF]

arXiv
The twin support vector machine (TWSVM) classifier has attracted increasing attention because of its low computational complexity. However, its performance tends to degrade when samples are affected by noise. The granular-ball fuzzy support vector machine (GBFSVM) classifier partly alleviates the adverse effects of noise, but it relies solely on the ...
arxiv  

Handwritten digit recognition by combining support vector machines using rule-based reasoning [PDF]

, 2001
D. Gorgevik, D. Cakmakov, Vladimir Radevski   +2 more
openalex   +1 more source