✦ LIBER ✦

Least Squares Support Vector Machine Classifiers

✍ Scribed by J.A.K. Suykens; J. Vandewalle

Book ID: 110373503
Publisher: Springer US
Year: 1999
Tongue: English
Weight: 134 KB
Volume: 9
Category: Article
ISSN: 1370-4621
DOI: 10.1023/a:1018628609742

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

Benchmarking Least Squares Support Vecto

Benchmarking Least Squares Support Vector Machine Classifiers

✍ Tony van Gestel; Johan A. K. Suykens; Bart Baesens; Stijn Viaene; Jan Vanthienen 📂 Article 📅 2004 🏛 Springer 🌐 English ⚖ 263 KB

Improved sparse least-squares support ve

Improved sparse least-squares support vector machine classifiers

✍ Yuangui Li; Chen Lin; Weidong Zhang 📂 Article 📅 2006 🏛 Elsevier Science 🌐 English ⚖ 227 KB

Adaptive pruning algorithm for least squ

Adaptive pruning algorithm for least squares support vector machine classifier

✍ Xiaowei Yang; Jie Lu; Guangquan Zhang 📂 Article 📅 2009 🏛 Springer 🌐 English ⚖ 701 KB

Fault diagnosis of power transformers us

Fault diagnosis of power transformers using multi-class least square support vector machines classifiers with particle swarm optimisation

✍ Zheng, H.B.; Liao, R.J.; Grzybowski, S.; Yang, L.J. 📂 Article 📅 2011 🏛 The Institution of Engineering and Technology 🌐 English ⚖ 256 KB

Development of the cubic least squares m

Development of the cubic least squares mapping linear-kernel support vector machine classifier for improving the characterization of breast lesions on ultrasound

✍ N. Piliouras; I. Kalatzis; N. Dimitropoulos; D. Cavouras 📂 Article 📅 2004 🏛 Elsevier Science 🌐 English ⚖ 286 KB

An efficient classification algorithm is proposed for characterizing breast lesions. The algorithm is based on the cubic least squares mapping and the linear-kernel support vector machine (SVM LSM ) classifier. Ultrasound images of 154 confirmed lesions (59 benign and 52 malignant solid masses, 7 si

Improving accuracy in astrocytomas gradi

Improving accuracy in astrocytomas grading by integrating a robust least squares mapping driven support vector machine classifier into a two level grade classification scheme

✍ Dimitris Glotsos; Ioannis Kalatzis; Panagiota Spyridonos; Spiros Kostopoulos; An 📂 Article 📅 2008 🏛 Elsevier Science 🌐 English ⚖ 964 KB