A Novel Machine Learning Data Preprocessing Method for Enhancing Classification Algorithms Performance-Reference-Cited by-同舟云学术

A Novel Machine Learning Data Preprocessing Method for Enhancing Classification Algorithms Performance

Published:2015-09-25 Issue: Volume: Page:1-5
ISSN:
Container-title:Proceedings of the 16th International Conference on Engineering Applications of Neural Networks (INNS)
language:
Short-container-title:

Author:

Iliou Theodoros¹,Anagnostopoulos Christos-Nikolaos¹,Nerantzaki Marina²,Anastassopoulos George²

Affiliation:

1. University of the Aegean, Department of Cultural Technology and Communication, University Hill, Mytilene, Greece, Phone: +302251036624

2. Democritus University of Thrace Medical School, 8100, Alexandroupolis, Greece, Phone: +302551030503

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/2797143.2797155

Reference8 articles.

1. Data Preprocessing for Supervised Leaning;Kotsiantis S. B.;World Academy of Science, Engineering and Technology,2007

2. https://archive.ics.uci.edu/ml/about.html {Accessed 10 May 2015}. https://archive.ics.uci.edu/ml/about.html {Accessed 10 May 2015}.

3. https://archive.ics.uci.edu/ml/datasets/Mammographic+Mass. {Accessed 10 May 2015}. https://archive.ics.uci.edu/ml/datasets/Mammographic+Mass. {Accessed 10 May 2015}.

4. https://archive.ics.uci.edu/ml/datasets/ILPD+%28Indian+Liver+Patient+Dataset%29 {Accessed 10 May 2015}. https://archive.ics.uci.edu/ml/datasets/ILPD+%28Indian+Liver+Patient+Dataset%29 {Accessed 10 May 2015}.

Cited by 28 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. Machine Learning as an Innovative Engineering Tool for Controlling Concrete Performance: A Comprehensive Review;Archives of Computational Methods in Engineering;2025-04-10

2. Development of data-driven algal bloom alert models with low temporal resolution data and application to Hong Kong rivers;Journal of Hydrology: Regional Studies;2025-02

3. Detecting Cyber and Physical Attacks Against Mobile Robots Using Machine Learning: An Empirical Study;Lecture Notes in Computer Science;2025

4. A Predictive Approach and Recommendation System for Employee Turnover Using Machine Learning Algorithms;Studies in Computational Intelligence;2025

5. Incorporating Feature Fusion Engineering and Ensemble Learning for Effective Credit Card Fraud Detection;2024 27th International Conference on Computer and Information Technology (ICCIT);2024-12-20