Fuzzy rule-based classification of complex biogas energy projects [PDF]
E3S Web of ConferencesThe work is devoted to the problems analyzing the effectiveness of projects in the field of biogas energy. The purpose of the work is to build an intellectual toolkit for classifying innovative bioenergy projects.
Lomazov Alexander V. +4 more
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Rule-Based Text Classification of Dental Diagnosis
Unstructured medical records boast an abundance of information that could greatly facilitate medical decision-making and improve patient care. With the development of Natural Language Processing (NLP) methodology, the free-text medical data starts to attract more and more research attention.
Mei Wang +4 more
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The microbiome in human skin aging
FEBS Letters, EarlyView.Age‐related skin changes encompass the well‐known visible phenotypic alterations, together with microbiome dysbiosis and a series of molecular aging hallmarks. These hallmarks characterize not only a fully stablished aged phenotype but also the skin aging process itself.
Manuel Huerta Arana +3 more
wiley +1 more source
Improving the interpretability of classification rules discovered by an ant colony algorithm. [PDF]
, 2013 The vast majority of Ant Colony Optimization (ACO) al- gorithms for inducing classification rules use an ACO-based procedure to create a rule in an one-at-a-time fashion. An improved search strategy has been proposed in the cAnt- MinerPB algorithm, where
Otero, Fernando E.B. +3 more
core +1 more source
Fast rule-based bioactivity prediction using associative classification mining
Journal of Cheminformatics, 2012 Relating chemical features to bioactivities is critical in molecular design and is used extensively in the lead discovery and optimization process.
Yu Pulan, Wild David J
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Extracting Useful Emergency Information from Social Media: A Method Integrating Machine Learning and Rule-Based Classification. [PDF]
Int J Environ Res Public Health, 2023 Shen H, Ju Y, Zhu Z.
europepmc +1 more source
FEBS Letters, EarlyView.This review focuses on the role of autophagy and mitophagy in maintaining pancreatic β‐cell function and homeostasis. We discuss how genetic defects affecting these pathways contribute to the development of type 1, type 2, monogenic, and gestational diabetes. We further explore their potential as therapeutic targets. Created in BioRender.
Yunkyeong Lee +2 more
wiley +1 more source
Improving the Interpretability of Classification Rules Discovered by an Ant Colony Algorithm: Extended Results [PDF]
, 2016 The vast majority of Ant Colony Optimization (ACO) algorithms for inducing classification rules use an ACO-based procedure to create a rule in an one-at-a-time fashion. An improved search strategy has been proposed in the cAnt-MinerPB algorithm, where an
Otero, Fernando E.B., Freitas, Alex A.
core +1 more source
F-Classify: Fuzzy Rule Based Classification Method for Privacy Preservation of Multiple Sensitive Attributes. [PDF]
Sensors (Basel), 2021 Attaullah H +8 more
europepmc +1 more source
On Evaluating the Quality of Rule-Based Classification Systems
CoRR, 2017 Two indicators are classically used to evaluate the quality of rule-based classification systems: predictive accuracy, i.e. the system's ability to successfully reproduce learning data and coverage, i.e. the proportion of possible cases for which the logical rules constituting the system apply.
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