%0 Journal Article %1 Kumar_2015 %A Saxena, Dr. Amit Kumar %A Dubey, Vimal Kumar %D 2015 %I Auricle Technologies, Pvt., Ltd. %J International Journal on Recent and Innovation Trends in Computing and Communication %K Feature data learning machine mining pattern recognition selection %N 4 %P 1895--1899 %R 10.17762/ijritcc2321-8169.150431 %T A Survey on Feature Selection Algorithms %U http://dx.doi.org/10.17762/ijritcc2321-8169.150431 %V 3 %X One major component of machine learning is feature analysis which comprises of mainly two processes: feature selection and feature extraction. Due to its applications in several areas including data mining, soft computing and big data analysis, feature selection has got a reasonable importance. This paper presents an introductory concept of feature selection with various inherent approaches. The paper surveys historic developments reported in feature selection with supervised and unsupervised methods. The recent developments with the state of the art in the on-going feature selection algorithms have also been summarized in the paper including their hybridizations.

@article{Kumar_2015, abstract = {One major component of machine learning is feature analysis which comprises of mainly two processes: feature selection and feature extraction. Due to its applications in several areas including data mining, soft computing and big data analysis, feature selection has got a reasonable importance. This paper presents an introductory concept of feature selection with various inherent approaches. The paper surveys historic developments reported in feature selection with supervised and unsupervised methods. The recent developments with the state of the art in the on-going feature selection algorithms have also been summarized in the paper including their hybridizations.}, added-at = {2015-08-19T06:26:59.000+0200}, author = {Saxena, Dr. Amit Kumar and Dubey, Vimal Kumar}, biburl = {https://www.bibsonomy.org/bibtex/29d869e28bb300b0f9c4ef7333fca5c31/ijritcc}, doi = {10.17762/ijritcc2321-8169.150431}, interhash = {fcd43f0d01b4b5b38b33253f9b0de28e}, intrahash = {9d869e28bb300b0f9c4ef7333fca5c31}, journal = {International Journal on Recent and Innovation Trends in Computing and Communication}, keywords = {Feature data learning machine mining pattern recognition selection}, month = {april}, number = 4, pages = {1895--1899}, publisher = {Auricle Technologies, Pvt., Ltd.}, timestamp = {2015-08-19T06:26:59.000+0200}, title = {A Survey on Feature Selection Algorithms}, url = {http://dx.doi.org/10.17762/ijritcc2321-8169.150431}, volume = 3, year = 2015 }