Diagnosing skin cancer using social spider optimization (SSO) and error correcting output codes (ECOC) with weighted hamming distance
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-73219-9
Abstract: Skin cancer is a common disease resulting from genetic defects, and early detection is critical to improve treatment outcomes. Diagnostic programs that use computer aid especially those that use supervised learning are very useful in… read more here.
Keywords: cancer; correcting output; output codes; error correcting ... See more keywords
A Hybrid Reducing Error Correcting Output Code for Lithology Identification
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2019.2950269
Abstract: Lithology information is critical to the adjustment of drilling control strategies, and can be identified by training a classification model from the well logging data. However, achieving accurate lithology identification is rather difficult owing to… read more here.
Keywords: error correcting; correcting output; lithology; reducing error ... See more keywords
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers
Sign Up to like & getrecommendations! Published in 2023 at "International journal of neural systems"
DOI: 10.1142/s0129065723500041
Abstract: Error-correcting output coding (ECOC) is a method for constructing a multi-valued classifier using a combination of given binary classifiers. ECOC can estimate the correct category by other binary classifiers even if the output of some… read more here.
Keywords: output; output coding; correcting output; error correcting ... See more keywords