Maximal Information Coefficient-Based Undersampling Method for Highly-Imbalanced Learning
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DOI: 10.1109/access.2025.3525475
Abstract: Learning from highly-imbalanced datasets is still a big challenge in the field of machine learning because models created by general learning algorithms are weak in recognizing the samples from the minority class correctly. Undersampling is… read more here.
Keywords: maximal information; undersampling method; highly imbalanced; information coefficient ... See more keywords
Maximal Information Coefficient-Based Testing to Identify Epistasis in Case-Control Association Studies
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DOI: 10.1155/2022/7843990
Abstract: Interactions between genetic variants (epistasis) are ubiquitous in the model system and can significantly affect evolutionary adaptation, genetic mapping, and precision medical efforts. In this paper, we proposed a method for epistasis detection, called EpiMIC… read more here.
Keywords: maximal information; epistasis; information coefficient; association ... See more keywords
What Affects Emotional Well-Being during Travel? Identifying the Factors by Maximal Information Coefficient
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph19074326
Abstract: Traveler emotional well-being as a specific domain of subjective well-being has attracted attention across the field of transportation. Studies on identifying factors of travel-related emotional well-being can help policy makers to formulate concrete strategies to… read more here.
Keywords: emotional well; information coefficient; maximal information; identifying factors ... See more keywords