Conditional entropy based classifier chains for multi-label classification
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.01.039
Abstract: Abstract In many real-world problems, data samples are simultaneously associated with multiple labels, instead of a single label. Multi-label classification deals with such problems, and has extensive applications in many fields. Among the many methods… read more here.
Keywords: classification; multi label; classifier chains; conditional entropy ... See more keywords
eccCL: parallelized GPU implementation of Ensemble Classifier Chains
Sign Up to like & getrecommendations! Published in 2017 at "BMC Bioinformatics"
DOI: 10.1186/s12859-017-1783-9
Abstract: BackgroundMulti-label classification has recently gained great attention in diverse fields of research, e.g., in biomedical application such as protein function prediction or drug resistance testing in HIV. In this context, the concept of Classifier Chains… read more here.
Keywords: ensemble classifier; graphics processing; classifier; ecccl parallelized ... See more keywords
Classifier Chains for LOINC Transcoding
Sign Up to like & getrecommendations! Published in 2024 at "Studies in health technology and informatics"
DOI: 10.3233/shti240654
Abstract: PURPOSE Mapping clinical observations and medical test results into the standardized vocabulary LOINC is a prerequisite for exchanging clinical data between health information systems and ensuring efficient interoperability. METHODS We present a comparison of three… read more here.
Keywords: loinc transcoding; language; chains loinc; classifier chains ... See more keywords