Optimal ranking and directional signature classification using the integral strategy of multi-objective optimization-based association rule mining of multi-omics data [PDF]
, 2023 Saurav Mallik +4 more
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Measuring interpretability in rule-based classification systems [PDF]
The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03., 2004 The "unique selling point" of fuzzy systems is usually the interpretability of its rule base. However, very often only the accuracy of the rule base is measured and used to compare a fuzzy system to other solutions. We have suggested an index to measure the interpretability of fuzzy rule bases for classification problems. However, the index can be used
openaire +1 more source
Rule groupings in expert systems using nearest neighbour decision rules, and convex hulls [PDF]
Expert System shells are lacking in many areas of software engineering. Large rule based systems are not semantically comprehensible, difficult to debug, and impossible to modify or validate.
Anastasiadis, Stergios
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A SEMI-AUTOMATIC RULE SET BUILDING METHOD FOR URBAN LAND COVER CLASSIFICATION BASED ON MACHINE LEARNING AND HUMAN KNOWLEDGE [PDF]
, 2017 Haiyan Gu +3 more
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Influence of observations on the misclassification probability in quadratic discriminant analysis. [PDF]
In this paper it is studied how observations in the training sample affect the misclassification probability of a quadratic discriminant rule. An approach based on partial influence functions is followed.
Croux, Christophe, Joossens, Kristel
core
Medical analysis and diagnosis by neural networks [PDF]
, 2010 In its first part, this contribution reviews shortly the application of neural network methods to medical problems and characterizes its advantages and problems in the context of the medical background.
Brause, Rüdiger W.
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Semantic HMC for Big Data Analysis
, 2014 Analyzing Big Data can help corporations to im-prove their efficiency. In this work we present a new vision to derive Value from Big Data using a Semantic Hierarchical Multi-label Classification called Semantic HMC based in a non-supervised Ontology ...
Bertaux, Aurlie +4 more
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Classification of Beef and Pork Images Based on Color Features and Pseudo Nearest Neighbor Rule
, 2023 Ahmad Awaluddin Baiti +2 more
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Rule-based approach for identifying assertions in clinical free-text data [PDF]
, 2010 A rule-based approach for classifying previously identified medical concepts in the clinical free text into an assertion category is presented. There are six different categories of assertions for the task: Present, Absent, Possible, Conditional ...
Geva, Shlomo +3 more
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A study of some nine-element decision rules [PDF]
A nine-element rule is one that makes a classification decision for each pixel based on data from that pixel and its eight immediate neighbors. Three such rules, all fast and simple to use, are defined and tested.
Richardson, W.
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