Results 11 to 20 of about 23,977,071 (291)
Prediction of protein-protein interaction types using association rule based classification [PDF]
BMC Bioinformatics, 2009 Background Protein-protein interactions (PPI) can be classified according to their characteristics into, for example obligate or transient interactions.
Gilbert David R +4 more
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MapReduce network enabled algorithms for classification based on association rules [PDF]
, 2011 This thesis was submitted for the degree of Doctor of Philosophy and awarded by Brunel University.There is growing evidence that integrating classification and association rule mining can produce more efficient and accurate classifiers than traditional ...
Hammoud, Suhel
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Looking at the class associative classification training algorithm [PDF]
, 2007 Associative classification (AC) is a branch in data mining that utilises association rule discovery methods in classification problems. In this paper, we propose a new training method called Looking at the Class (LC), which can be adapted by any rule ...
McCluskey, T.L. +2 more
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Constructing hierarchical fuzzy rule bases for classification [PDF]
10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297), 2002 Fuzzy rule based systems have been very popular in many control applications. However, when fuzzy control systems are used in real problems, many rules may be required. The number of rules required depends on the number of inputs and the number of fuzzy linguistic terms used. This exponential explosion of fuzzy rules can take too much computing time to
Tamás D. Gedeon +2 more
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Rule-Based Classification of Hyperspectral Imaging Data
CoRR, 2021 Due to its high spatial and spectral information content, hyperspectral imaging opens up new possibilities for a better understanding of data and scenes in a wide variety of applications. An essential part of this process of understanding is the classification part.
Songuel Polat +2 more
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Agronomy, 2022 Farmers are supported by European Union (EU) through contributions related to the common agricultural policy (CAP). To obtain grants, farmers have to apply every year according to the national/regional procedure that, presently, relies on the Geo-Spatial
Filippo Sarvia +5 more
doaj +1 more source
ReG-Rules: An Explainable Rule-Based Ensemble Learner for Classification
IEEE Access, 2021 The learning of classification models to predict class labels of new and previously unseen data instances is one of the most essential tasks in data mining. A popular approach to classification is ensemble learning, where a combination of several diverse
Manal Almutairi +2 more
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A rule-based ontological framework for the classification of molecules [PDF]
Journal of Biomedical Semantics, 2014 A variety of key activities within life sciences research involves integrating and intelligently managing large amounts of biochemical information. Semantic technologies provide an intuitive way to organise and sift through these rapidly growing datasets via the design and maintenance of ontology-supported knowledge bases.
Despoina Magka +2 more
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Reducing the Complexity of Genetic Fuzzy Classifiers in Highly-Dimensional Classification Problems [PDF]
International Journal of Computational Intelligence Systems, 2012 This paper introduces the Fast Iterative Rule-based Linguistic Classifier (FaIRLiC), a Genetic Fuzzy Rule-Based Classification System (GFRBCS) which targets at reducing the structural complexity of the resulting rule base, as well as its learning ...
DimitrisG. Stavrakoudis +3 more
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Analogical Classification: A Rule-Based View [PDF]
, 2014 Analogical proportion-based classification methods have been introduced a few years ago. They look in the training set for suitable triples of examples that are in an analogical proportion with the item to be classified, on a maximal set of attributes. This can be viewed as a lazy classification technique since, like k-nn algorithms, there is no static
Bounhas, Myriam +2 more
openaire +2 more sources