IEEE - Institute of Electrical and Electronics Engineers, Inc. - Tuning the Parameters of Weighted ELM using IWO and BAT Algorithm to Improve the Classification Performance

2018 2nd International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)

Author(s): S. Priya ; R. Manavalan
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2018
Conference Location: Palladam, India, India
Conference Date: 30 August 2018
Page(s): 547 - 552
ISBN (Electronic): 978-1-5386-1442-6
ISBN (DVD): 978-1-5386-1441-9
DOI: 10.1109/I-SMAC.2018.8653748
Regular:

Weighted Extreme Learning Machine (WELM) is one among the machine learning algorithms with extremely learning and good generalization capabilities. WELM handles the imbalanced dataset efficiently... View More

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