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A sequence-based tree similarity search
2015 IEEE 9th International Conference on Research Challenges in Information Science (RCIS), 2015Tree-structured data are pervasively growing and exploiting them based on similarity is essential for a broad number of applications. Therefore, there has been a growing need to develop high-performance techniques to efficiently look for similar trees across a large number of trees.
Alsayed Algergawy
exaly +2 more sources
IEEE Transactions on Knowledge and Data Engineering, 2021
Current decision trees such as C4.5 and CART are widely used in different fields due to their simplicity, accuracy and intuitive interpretation. Similar to other popular classifiers, these tree-based classification algorithms are developed for fixed-length vector data and suffer from intrinsic limitations in handling complex data such as sequences.
Zengyou He +4 more
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Current decision trees such as C4.5 and CART are widely used in different fields due to their simplicity, accuracy and intuitive interpretation. Similar to other popular classifiers, these tree-based classification algorithms are developed for fixed-length vector data and suffer from intrinsic limitations in handling complex data such as sequences.
Zengyou He +4 more
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SIAM Journal on Computing, 1977
The construction problems of optimum sequence trees (or digital search trees) are considered in the following frameworks: 1. construction of optimum trees from a set of keys, 2. transformation of an arbitrary tree into an optimum one, 3. optimum insertions of keys into an optimum tree, 4.
Masahiro Miyakawa +3 more
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The construction problems of optimum sequence trees (or digital search trees) are considered in the following frameworks: 1. construction of optimum trees from a set of keys, 2. transformation of an arbitrary tree into an optimum one, 3. optimum insertions of keys into an optimum tree, 4.
Masahiro Miyakawa +3 more
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Mining Sequential Trees in a Tree Sequence Database
International Journal of Database Theory and Application, 2014Tree structures are used extensively in domains such as XML data management, web log analysis, biological computing, and so on. In this paper we introduce the problem of mining frequent sequential trees in a large tree sequence database. We present a framework for mining frequent sequential trees in a so-called tree sequence database.
Yijun Bei +3 more
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Minimal Mutation Trees of Sequences
SIAM Journal on Applied Mathematics, 1975Given a finite tree, some of whose vertices are identified with given finite sequences, we show how to construct sequences for all the remaining vertices simultaneously, so as to minimize the total edge-length of the tree. Edge-length is calculated by a metric whose biological significance is the mutational distance between two sequences.
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On the Sequencing of Tree Structures for XML Indexing
21st International Conference on Data Engineering (ICDE'05), 2005Sequence-based XML indexing aims at avoiding expensive join operations in query processing. It transforms structured XML data into sequences so that a structured query can be answered holistically through subsequence matching. In this paper, we address the problem of query equivalence with respect to this transformation, and we introduce a performance ...
Haixun Wang, Xiaofeng Meng 0001
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Sequences Characterizing k-Trees
2006A non-decreasing sequence of n integers is the degree sequence of a 1-tree (i.e., an ordinary tree) on n vertices if and only if there are least two 1’s in the sequence, and the sum of the elements is 2(n–1). We generalize this result in the following ways.
Lotker, Z. +3 more
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Database management with sequence trees and tokens
IEEE Transactions on Knowledge and Data Engineering, 1997An approach to organizing storage in database systems is presented that, under a wide range of conditions, saves both storage space and processing time. Text values in a database are replaced by short, fixed-length, rank-preserving numeric tokens. The actual values are stored in separate, non-redundant storage.
Robert C. Goldstein +1 more
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On certain trees with the same degree sequence
Discrete Applied Mathematics, 2022zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Radix Tree for Binary Sequences on GPU
2018In this paper, we present radix tree index structure (R-Trie) able to perform lookup over a set of keys of arbitrary length optimized for GPU processors. We present a fully parallel SIMD organized creation and search strategies. The R-Trie supports configurable bit stride for each level and nodes statistics for optimization purposes.
Krzysztof Kaczmarski, Albert Wolant
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