Search Results - "Wang, J.T.L."
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1
Discovering Frequent Agreement Subtrees from Phylogenetic Data
Published in IEEE transactions on knowledge and data engineering (01-01-2008)“…We study a new data mining problem concerning the discovery of frequent agreement subtrees (FASTs) from a set of phylogenetic trees. A phylogenetic tree, or…”
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Finding patterns in three-dimensional graphs: algorithms and applications to scientific data mining
Published in IEEE transactions on knowledge and data engineering (01-07-2002)“…Presents a method for finding patterns in 3D graphs. Each node in a graph is an undecomposable or atomic unit and has a label. Edges are links between the…”
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MetricMap: an embedding technique for processing distance-based queries in metric spaces
Published in IEEE transactions on systems, man and cybernetics. Part B, Cybernetics (01-10-2005)“…In this paper, we present an embedding technique, called MetricMap, which is capable of estimating distances in a pseudometric space. Given a database of…”
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4
DNA sequence classification via an expectation maximization algorithm and neural networks: a case study
Published in IEEE transactions on systems, man and cybernetics. Part C, Applications and reviews (01-11-2001)“…Presents new techniques for biosequence classification, with a focus on recognizing E. Coli promoters in DNA. Specifically, given an unlabeled DNA sequence S,…”
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An algorithm for finding the largest approximately common substructures of two trees
Published in IEEE transactions on pattern analysis and machine intelligence (01-08-1998)“…Ordered, labeled trees are trees in which each node has a label and the left-to-right order of its children (if it has any) is fixed. Such trees have many…”
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6
Unordered tree mining with applications to phylogeny
Published in Proceedings. 20th International Conference on Data Engineering (2004)“…Frequent structure mining (FSM) aims to discover and extract patterns frequently occurring in structural data, such as trees and graphs. FSM finds many…”
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Conference Proceeding -
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PhyloMiner: A Tool for Evolutionary Data Analysis
Published in 18th International Conference on Scientific and Statistical Database Management (SSDBM'06) (2006)“…Currently, phylogenetic tree techniques are being used in multiple areas, from tree of life problems to pathogen recognition to drug discovery. With all of…”
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Conference Proceeding -
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Discovering active motifs in sets of related protein sequences and using them for classification
Published in Nucleic acids research (25-07-1994)“…We describe a method for discovering active motifs in a set of related protein sequences. The method is an automatic two step process: (1) find candidate…”
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LHM: a logic-based hypertext data model for integrating hypertext and information systems
Published in Proceedings of the Twenty-Eighth Annual Hawaii International Conference on System Sciences (1995)“…The work employs logic modeling as a common language to integrate two independent information domains-document management and hypertext. The paper extends the…”
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Conference Proceeding -
10
The approximate graph matching problem
Published in Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5) (1994)“…Labeled graphs are graphs in which each node and edge has a label. The distance between two labeled graphs is considered to be the weighted sum of the costs of…”
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Conference Proceeding -
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Fast similarity search in databases of 3D objects
Published in Proceedings Tenth IEEE International Conference on Tools with Artificial Intelligence (Cat. No.98CH36294) (1998)“…Given a database D of three dimensional (3D) objects and a target object Q, the similarity search problem (also known as good-match retrieval) is defined as…”
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Conference Proceeding -
12
RADAR: An InteractiveWeb-Based Toolkit for RNA Data Analysis and Research
Published in Sixth IEEE Symposium on BioInformatics and BioEngineering (BIBE'06) (01-10-2006)“…In this paper we present RADAR, a web-based toolkit for RNA data analysis and research. The toolkit is capable of performing database search, multiple…”
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Conference Proceeding -
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ATreeGrep: approximate searching in unordered trees
Published in Proceedings 14th International Conference on Scientific and Statistical Database Management (2002)“…An unordered labeled tree is a tree in which each node has a string label and the parent-child relationship is significant, but the order among siblings is…”
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Conference Proceeding -
14
XML clustering by principal component analysis
Published in 16th IEEE International Conference on Tools with Artificial Intelligence (2004)“…XML is increasingly important in data exchange and information management. A large amount of efforts have been spent in developing efficient techniques for…”
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Conference Proceeding -
15
TreeRank: a similarity measure for nearest neighbor searching in phylogenetic databases
Published in 15th International Conference on Scientific and Statistical Database Management, 2003 (2003)“…Phylogenetic trees are unordered labeled trees in which each leaf node has a label and the order among siblings is unimportant. In this paper we propose a new…”
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Application of hidden Markov models to gene prediction in DNA
Published in Proceedings 1999 International Conference on Information Intelligence and Systems (Cat. No.PR00446) (1999)“…Programs currently available for gene prediction from within genomic DNA are far from being powerful enough to elucidate the gene structure completely. We…”
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17
A New Kernel Method for RNA Classification
Published in Sixth IEEE Symposium on BioInformatics and BioEngineering (BIBE'06) (01-01-2006)“…Support vector machines (SVMs) are a state-of-the-art machine learning tool widely used in speech recognition, image processing and biological sequence…”
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Conference Proceeding -
18
Nested segmentation: an approach for layout analysis in document classification
Published in Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93) (1993)“…Office information systems (OISs) are employed to support office workers in their management of information and to assist them in their daily work. In the…”
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Constrained RNA Structural Alignment: Algorithms and Application to Motif Detection in the Untranslated Regions of Trypanosoma brucei mRNAs
Published in 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering (01-01-2007)“…In this paper we propose a new method for aligning two RNA secondary structures by taking into account the presence of conserved RNA substructures, or…”
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Mining genes in DNA using GeneScout
Published in 2002 IEEE International Conference on Data Mining, 2002. Proceedings (2002)“…In this paper we present a new system, called GeneScout, for predicting gene structures in vertebrate genomic DNA. The system contains specially designed…”
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Conference Proceeding