Support vector machine-based classification of rock texture images aided by efficient feature selection

The 2012 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2012.6252634 ◽

2012 ◽

Author(s):

Changjing Shang ◽

Dave Barnes

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Support Vector ◽

Download Full-text

Multiclass classification of leukemia cancer data using Fuzzy Support Vector Machine (FSVM) with feature selection using Principal Component Analysis (PCA)

Journal of Physics Conference Series ◽

10.1088/1742-6596/1725/1/012012 ◽

2021 ◽

Vol 1725 ◽

pp. 012012

Author(s):

I R Fauzi ◽

Z Rustam ◽

A Wibowo

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Feature Selection ◽

Principal Component ◽

Component Analysis ◽

Multiclass Classification ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

Download Full-text

ESVM: Evolutionary support vector machine for automatic feature selection and classification of microarray data

10.1016/j.biosystems.2006.12.003 ◽

2007 ◽

Vol 90 (2) ◽

pp. 516-528 ◽

Author(s):

Hui-Ling Huang ◽

Fang-Lin Chang

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Microarray Data ◽

Support Vector ◽

Automatic Feature Selection

Download Full-text

Multiclass Classification of Brain Cancer with Multiple Multiclass Artificial Bee Colony Feature Selection and Support Vector Machine

Journal of Physics Conference Series ◽

10.1088/1742-6596/1417/1/012015 ◽

2019 ◽

Vol 1417 ◽

pp. 012015

Author(s):

S A A Kharis ◽

I Hadi ◽

K A Hasanah

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Brain Cancer ◽

Artificial Bee Colony ◽

Multiclass Classification ◽

Support Vector ◽

Download Full-text

Classification of Solder Joint Using Feature Selection Based on Bayes and Support Vector Machine

IEEE Transactions on Components Packaging and Manufacturing Technology ◽

10.1109/tcpmt.2012.2231902 ◽

2013 ◽

Vol 3 (3) ◽

pp. 516-522 ◽

Author(s):

Hao Wu ◽

Xianmin Zhang ◽

Hongwei Xie ◽

Yongcong Kuang ◽

Gaofei Ouyang

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Solder Joint ◽

Download Full-text

A Novel Hybrid Feature Selection Model for Classification of Neuromuscular Dystrophies Using Bhattacharyya Coefficient, Genetic Algorithm and Radial Basis Function Based Support Vector Machine

Interdisciplinary Sciences Computational Life Sciences ◽

10.1007/s12539-016-0183-6 ◽

2016 ◽

Vol 10 (2) ◽

pp. 244-250

Author(s):

Divya Anand ◽

Babita Pandey ◽

Devendra K. Pandey

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Feature Selection ◽

Radial Basis Function ◽

Basis Function ◽

Selection Model ◽

Support Vector ◽

Bhattacharyya Coefficient ◽

Download Full-text

A genetic algorithm based wrapper feature selection method for classification of hyperspectral images using support vector machine

10.1117/12.813256 ◽

2008 ◽

Author(s):

Li Zhuo ◽

Jing Zheng ◽

Xia Li ◽

Fang Wang ◽

Bin Ai ◽

...

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Feature Selection ◽

Feature Selection Method ◽

Selection Method ◽

Hyperspectral Images ◽

Support Vector ◽

Wrapper Feature Selection

Download Full-text

Classification of data with optimized fuzzy rough set feature selection on Nash equilibrium based kernel support vector machine

Malaya Journal of Matematik ◽

10.26637/mjm0s20/0056 ◽

2020 ◽

Vol S (1) ◽

pp. 299-305

Author(s):

Uma Maheshwari J. ◽

Mithra R.

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Nash Equilibrium ◽

Rough Set ◽

Support Vector ◽

Fuzzy Rough Set ◽

Kernel Support Vector Machine

Download Full-text

Feature Selection Using Neighborhood Component Analysis with Support Vector Machine for Classification of Breast Mammograms

Lecture Notes in Electrical Engineering - International Conference on Communication, Computing and Electronics Systems ◽

10.1007/978-981-15-2612-1_24 ◽

2020 ◽

pp. 253-260

Author(s):

N. Kavya ◽

N. Sriraam ◽

N. Usha ◽

D. Sharath ◽

Bharathi Hiremath ◽

...

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Component Analysis ◽

Download Full-text

An Ensemble-Based Feature Selection and Classification of Gene Expression using Support Vector Machine, K-Nearest Neighbor, Decision Tree

2019 International Conference on Communication and Electronics Systems (ICCES) ◽

10.1109/icces45898.2019.9002041 ◽

2019 ◽

Author(s):

Anu J Nair ◽

Rizwana Rasheed ◽

KM Maheeshma ◽

LS Aiswarya ◽

K R Kavitha

Keyword(s):

Gene Expression ◽

Support Vector Machine ◽

Feature Selection ◽

Decision Tree ◽

Nearest Neighbor ◽

Support Vector ◽

K Nearest Neighbor

Download Full-text

Assessment of Feature Selection Techniques for Support Vector Machine Classification of Satellite Imagery

IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2008.4779662 ◽

2008 ◽

Author(s):

Tarek Habib ◽

Jordi Inglada ◽

Gregoire Mercier ◽

Jocelyn Chanussot

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Satellite Imagery ◽

Support Vector ◽

Support Vector Machine Classification ◽

Feature Selection Techniques

Download Full-text