iFeature swMATH ID: 27776 Software Authors: Chen, Z.; Zhao, P. Y.; Li, F.; Leier, A.; Marquez-Lago, T. T.; Wang, Y.; Webb, G. I.; Smith, A. I.; Daly, R. J.; Song, J. Description: iFeature: A python package and web server for features extraction and selection from protein and peptide sequences. iFeature is a comprehensive Python-based toolkit for generating various numerical feature representation schemes from protein or peptide sequences. iFeature is capable of calculating and extracting a wide spectrum of 18 major sequence encoding schemes that encompass 53 different types of feature descriptors. Furthermore, iFeature also integrates five kinds of frequently used feature clustering algorithms, four feature selection algorithms and three dimensionality reduction algorithms. Homepage: https://www.ncbi.nlm.nih.gov/pubmed/29528364 Source Code: https://github.com/Superzchen/iFeature/ Dependencies: Python Related Software: pLoc-mHum; iRSpot-PseDNC; iPTM-mLys; PseKNC; Quokka; iKcr-PseEns; pLoc-mGneg; iATC-mHyb; pLoc-mAnimal; iCar-PseCp; Pse-in-One; pLoc-mVirus; iLoc-lncRNA; pLoc-mPlant; pLoc-mEuk; PROSPERous; pLoc_bal-mGneg; iRSpot-Pse6NC; iRO-3wPseKNC; iEnhancer-EL Cited in: 6 Publications all top 5 Cited by 28 Authors 2 Chou, Kuochen 2 Xiao, Xuan 1 Cheng, Xiang 1 Du, Pufeng 1 Gao, Yang 1 Guo, Fei 1 Jia, Cangzhi 1 Jia, Jianhua 1 Li, Guangping 1 Li, Xiaoyan 1 Lin, Zhengkui 1 Lu, Qianzi 1 Pan, Yi 1 Qiu, Wangren 1 Shen, Yinan 1 Shi, Hua 1 Su, Dongqing 1 Tang, Jijun 1 Wang, Jun 1 Wang, Shiyuan 1 Yang, Lei 1 Yin, Shuwan 1 Zhang, Qi 1 Zhao, Wei 1 Zheng, Jia 1 Zhou, Yuan-Ke 1 Zou, Quan 1 Zuo, Yongchun Cited in 2 Serials 5 Journal of Theoretical Biology 1 Mathematical Biosciences and Engineering Cited in 3 Fields 6 Biology and other natural sciences (92-XX) 4 Computer science (68-XX) 2 Statistics (62-XX) Citations by Year