Comparative analysis of KNN and SVM in multicriteria inventory classification using TOPSIS

Author:

Roy Anik,Islam Mukitul,Karim Mehrab,Ahmed Kazi Arman,Khan Ashiqur Rahman,Uddin Mezbah,Xames Md DoulotuzzamanORCID

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering,Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Networks and Communications,Computer Science Applications,Information Systems

Reference30 articles.

1. Iqbal Q, Malzahn D, Whitman L (2017) Statistical analysis of multi-criteria inventory classification models in the presence of forecast upsides. Prod Manuf Res 5(1):15–39

2. Talapatra S, Shefa J (2019) Application of value stream mapping to improve financial performance of a production floor: a case study. In: Proceedings of the international conference on industrial engineering and operations management, Bangkok, Thailand, March 2019

3. Ng WL (2007) A simple classifier for multiple criteria ABC analysis. Eur J Oper Res 177(1):344–353. https://doi.org/10.1016/j.ejor.2005.11.018

4. Partovi FY, Anandarajan M (2002) Classifying inventory using an artificial neural network approach. Comput Ind Eng 41(4):389–404

5. Torabi SA, Hatefi SM, Saleck Pay B (2012) ABC inventory classification in the presence of both quantitative and qualitative criteria. Comput Ind Eng 63(2):530–537

Cited by 6 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. Improving predictive performance in e-learning through hybrid 2-tier feature selection and hyper parameter-optimized 3-tier ensemble modeling;International Journal of Information Technology;2024-07-13

2. Supervised learning techniques for blood product prediction in patients with hematologic diseases: a multi-centre study in Western Algeria;International Journal of Information Technology;2024-06-01

3. Novel Framework for Dengue Classification and Early Recovery using Machine Learning Algorithms;2024 11th International Conference on Computing for Sustainable Global Development (INDIACom);2024-02-28

4. Wild Animal Recognition: A Vocal Analysis;2024 11th International Conference on Computing for Sustainable Global Development (INDIACom);2024-02-28

5. Fuzzy AHP TOPSIS Methodology for Multicriteria ABC Inventory Classification;Journal of Engineering;2023-12-22

同舟云学术

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