Enhancing the Color Set Partitioning in Hierarchical Tree (SPIHT) Algorithm Using Correlation Theory [PDF]
Journal of Computer Science, 2011 Problem statement: Efficient color image compression algorithm is essential for mass storage and the transmission of the image. The compression efficiency of the Set Partitioning in Hierarchical Tree (SPIHT) coding algorithm for color images is improved by using correlation theory.
Santhi
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Event Tree Analysis of Xinda Oil Pipeline Leakage Based on Fuzzy Set Theory [PDF]
The Open Civil Engineering Journal, 2017 Event tree is a logical analysis of probability for outcome events by initiating event and probable subsequent events. However, the evaluation of every single event may contain vague information or cannot be described by a crisp number of probabilities in application.
Di Wang, Enbin Liu, Liyu Huang
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The research of fuzzy decision trees building based on entropy and the theory of fuzzy sets
Collection of selected papers of the IV International Conference on Information Technology and Nanotechnology, 2018 Decision trees are widely used in the field of machine learning and artificial intelligence. Such popularity is due to the fact that with the help of decision trees graphic models, text rules can be built and they are easily understood by the final user.
Samal Begenova, Tatiana Avdeenko
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Constructing Minimal Spanning Tree Based on Rough Set Theory for Gene Selection
, 2012 Microarray gene dataset often contains high dimensionalities which cause difficulty in clustering and classification. Datasets containing huge number of genes lead to increased complexity and therefore, degradation of dataset handling performance. Often,
Soumen Kumar Pati
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Binary classification based on a combination of rough set theory and decision trees
Innovative Technologies and Scientific Solutions for Industries, 2023 The subject of the study is to improve the accuracy and efficiency of classification algorithms using decision trees by integrating the principles of Rough Set theory, a mathematical approach to approximating sets. The aim of the study is to develop a hybrid model that integrates rough set theory with decision tree algorithms, thereby solving the ...
Dmytro Chernyshov, Dmytro Sytnikov
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Integrating Fuzzy Set Theory with Pandora Temporal Fault Trees for Dynamic Failure Analysis of Complex Systems [PDF]
Pandora temporal fault tree, as one notable extension of the fault tree, introduces temporal gates and temporal laws. Pandora Temporal Fault Tree(TFT) enhances the capability of fault trees and enables the modeling of system failure behavior that depends on sequences.
Hitesh Khungla, Mohit Kumar
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About the Strange Tree Paradox and Possible Inconsistency of Set Theory
Advances in Pure Mathematics, 2023 Yury M. Volin
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, 2010 General requirements for knowledge representation in the form of logic rules, applicable to design and control of industrial processes, are formulated. Characteristic behavior of decision trees (DTs) and rough sets theory (RST) in rules extraction from recorded data is discussed and illustrated with simple examples.
M. Perzyk, A. Soroczyński
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Overcoming the uncertainty in a research reactor LOCA in level-1 PSA; Fuzzy based fault-tree/event-tree analysis [PDF]
Journal of Optimization in Industrial Engineering, 2020 Probabilistic safety assessment (PSA) which plays a crucial role in risk evaluation is a quantitative approach intended to demonstrate how a nuclear reactor meets the safety margins as part of the licensing process.
Masoud Mohsendokht +1 more
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Revisiting Call-by-value B\"ohm trees in light of their Taylor expansion [PDF]
Logical Methods in Computer Science, 2020 The call-by-value lambda calculus can be endowed with permutation rules, arising from linear logic proof-nets, having the advantage of unblocking some redexes that otherwise get stuck during the reduction.
Emma Kerinec +2 more
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