Combining supervised term-weighting metrics for SVM text classification with extended term representation
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Hardware and Architecture,Human-Computer Interaction,Information Systems,Software
Link
http://link.springer.com/content/pdf/10.1007/s10115-016-0924-1.pdf
Reference32 articles.
1. Aggarwal CC, Zhai C (2012) A survey of text classification algorithms. In: Aggarwal CC, Zhai C (eds) Mining text data. Springer, New York, pp 163–222
2. Altinçay H, Erenel Z (2010) Analytical evaluation of term weighting schemes for text categorization. Pattern Recognit Lett 31(11):1310–1323
3. Altinçay H, Erenel Z (2012) Using the absolute difference of term occurrence probabilities in binary text categorization. Appl Intell 36(1):148–160
4. Badawi D, Altinçay H (2014) A novel framework for termset selection and weighting in binary text classification. Eng Appl Artif Intell 35:38–53
5. Batal I, Hauskrecht M (2009) Boosting KNN text classification accuracy by using supervised term weighting schemes. In: Cheung DW-L, Song I-Y, Chu WW, Hu X, Lin JJ (eds), Proceedings of the 18th ACM conference on information and knowledge management, CIKM 2009. Hong Kong, China, November 2–6, 2009. ACM, pp 2041–2044
Cited by 57 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Fuzzy Least Squares Support Vector Machine with Fuzzy Hyperplane;Neural Processing Letters;2023-04-13
2. Research on the Classification Method of CTC Alignment Joint-Test Problems Based on RoBERTa-wwm and Deep Learning Integration;IEEE Access;2023
3. Polycentric Intuitionistic Fuzzy Weighted Least Squares Twin Svms;2023
4. An improved term weighting method based on relevance frequency for text classification;Soft Computing;2022-11-10
5. Binned Term Count: An Alternative to Term Frequency for Text Categorization;Mathematics;2022-11-04
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3