Fast Hare: A Fast Heuristic for Single Individual SNP Haplotype Reconstruction
We study the single individual SNP haplotype reconstruction problem. We introduce a simple heuristic and prove experimentally that is very fast and accurate. In particular, when compared with a dynamic programming of [8] it is much faster and also more accurate. We expect Fast Hare to be very useful...
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creator | Panconesi, Alessandro Sozio, Mauro |
description | We study the single individual SNP haplotype reconstruction problem. We introduce a simple heuristic and prove experimentally that is very fast and accurate. In particular, when compared with a dynamic programming of [8] it is much faster and also more accurate. We expect Fast Hare to be very useful in practical applications. We also introduce a combinatorial problem related to the SNP haplotype reconstruction problem that we call Min Element Removal. We prove its NP-hardness in the gapless case and its O(log n)-approximability in the general case. |
doi_str_mv | 10.1007/978-3-540-30219-3_23 |
format | Conference Proceeding |
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We introduce a simple heuristic and prove experimentally that is very fast and accurate. In particular, when compared with a dynamic programming of [8] it is much faster and also more accurate. We expect Fast Hare to be very useful in practical applications. We also introduce a combinatorial problem related to the SNP haplotype reconstruction problem that we call Min Element Removal. We prove its NP-hardness in the gapless case and its O(log n)-approximability in the general case.</description><identifier>ISSN: 0302-9743</identifier><identifier>ISBN: 3540230181</identifier><identifier>ISBN: 9783540230182</identifier><identifier>EISSN: 1611-3349</identifier><identifier>EISBN: 3540302190</identifier><identifier>EISBN: 9783540302193</identifier><identifier>DOI: 10.1007/978-3-540-30219-3_23</identifier><language>eng</language><publisher>Berlin, Heidelberg: Springer Berlin Heidelberg</publisher><subject>Algorithmics. Computability. Computer arithmetics ; Applied sciences ; Biological and medical sciences ; Computer science; control theory; systems ; Dynamic Programming Algorithm ; Exact sciences and technology ; Fast Heuristic ; Fundamental and applied biological sciences. Psychology ; General aspects ; Mathematics in biology. Statistical analysis. Models. Metrology. 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We introduce a simple heuristic and prove experimentally that is very fast and accurate. In particular, when compared with a dynamic programming of [8] it is much faster and also more accurate. We expect Fast Hare to be very useful in practical applications. We also introduce a combinatorial problem related to the SNP haplotype reconstruction problem that we call Min Element Removal. We prove its NP-hardness in the gapless case and its O(log n)-approximability in the general case.</description><subject>Algorithmics. Computability. Computer arithmetics</subject><subject>Applied sciences</subject><subject>Biological and medical sciences</subject><subject>Computer science; control theory; systems</subject><subject>Dynamic Programming Algorithm</subject><subject>Exact sciences and technology</subject><subject>Fast Heuristic</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>General aspects</subject><subject>Mathematics in biology. 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Data processing in biology (general aspects)</subject><subject>Null Entry</subject><subject>Output Matrix</subject><subject>Reading Error</subject><subject>Theoretical computing</subject><issn>0302-9743</issn><issn>1611-3349</issn><isbn>3540230181</isbn><isbn>9783540230182</isbn><isbn>3540302190</isbn><isbn>9783540302193</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2004</creationdate><recordtype>conference_proceeding</recordtype><recordid>eNotkM1OwzAQhM2fRCl9Aw6-cDTY3iSOuVUVpZWqgiicLdd2KkNIIjtF6tvjNuxltTOzK-2H0B2jD4xS8ShFSYDkGSVAOZMEFIczdANJOQn0HI1YwRgByOTFYHCgrGSXaHSMECkyuEaTGL9oKkYZozBC67mOPV7o4J7wFA-D2wcfe29w1Qa88c2udnjZWP_r7V7XeLN-Swtd3faHzuF3Z9om9mFvet82t-iq0nV0k_8-Rp_z54_ZgqxeX5az6YoYyPKeZLaixnEneA6i0toVXJYFFVUlpS21sMaBdtaV3BbldlsImcv0qOS2dLKQAGN0P9ztdDS6roJujI-qC_5Hh4NKJLKMc55yfMjFZDU7F9S2bb-jYlQdsaqEVYFKrNSJojpihT_SpWU4</recordid><startdate>2004</startdate><enddate>2004</enddate><creator>Panconesi, Alessandro</creator><creator>Sozio, Mauro</creator><general>Springer Berlin Heidelberg</general><general>Springer</general><scope>IQODW</scope></search><sort><creationdate>2004</creationdate><title>Fast Hare: A Fast Heuristic for Single Individual SNP Haplotype Reconstruction</title><author>Panconesi, Alessandro ; Sozio, Mauro</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c345t-4df0ce2e72537faae6298607ff99d8a7dce3aede82d68bb6795940392d8e96933</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2004</creationdate><topic>Algorithmics. Computability. Computer arithmetics</topic><topic>Applied sciences</topic><topic>Biological and medical sciences</topic><topic>Computer science; control theory; systems</topic><topic>Dynamic Programming Algorithm</topic><topic>Exact sciences and technology</topic><topic>Fast Heuristic</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>General aspects</topic><topic>Mathematics in biology. Statistical analysis. Models. Metrology. 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We introduce a simple heuristic and prove experimentally that is very fast and accurate. In particular, when compared with a dynamic programming of [8] it is much faster and also more accurate. We expect Fast Hare to be very useful in practical applications. We also introduce a combinatorial problem related to the SNP haplotype reconstruction problem that we call Min Element Removal. We prove its NP-hardness in the gapless case and its O(log n)-approximability in the general case.</abstract><cop>Berlin, Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/978-3-540-30219-3_23</doi><tpages>12</tpages></addata></record> |
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source | Springer Books |
subjects | Algorithmics. Computability. Computer arithmetics Applied sciences Biological and medical sciences Computer science control theory systems Dynamic Programming Algorithm Exact sciences and technology Fast Heuristic Fundamental and applied biological sciences. Psychology General aspects Mathematics in biology. Statistical analysis. Models. Metrology. Data processing in biology (general aspects) Null Entry Output Matrix Reading Error Theoretical computing |
title | Fast Hare: A Fast Heuristic for Single Individual SNP Haplotype Reconstruction |
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