LEADER 01190nas 2200433- 450 001 9910708683803321 005 20210905224438.0 035 $a(OCoLC)1150901612 035 $a(CKB)5470000002470388 035 $a(CONSER)--2020230243 035 $a(EXLCZ)995470000002470388 100 $a20200416a20149999 -a- a 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAgency financial report 210 1$a[Washington, D.C.] :$cFederal Trade Commission,$d[2014-] 215 $a1 online resource (volumes) 311 $a2693-1591 517 1 $aAFR 606 $aEvaluation$2fast$3(OCoLC)fst00916975 606 $aExpenditures, Public$2fast$3(OCoLC)fst00918345 606 $aManagement$2fast$3(OCoLC)fst01007141 608 $aPeriodicals.$2fast 615 7$aEvaluation. 615 7$aExpenditures, Public. 615 7$aManagement. 676 $a354.730973 801 0$bGPO 801 1$bGPO 801 2$bOCLCF 801 2$bDLC 801 2$bGPO 906 $aJOURNAL 912 $a9910708683803321 996 $a.. Agency financial report$91970425 997 $aUNINA LEADER 04324nam 22007335 450 001 9910865244303321 005 20250807143319.0 010 $a981-9716-31-4 024 7 $a10.1007/978-981-97-1631-9 035 $a(MiAaPQ)EBC31356906 035 $a(Au-PeEL)EBL31356906 035 $a(CKB)32170736400041 035 $a(OCoLC)1436833177 035 $a(DE-He213)978-981-97-1631-9 035 $a(EXLCZ)9932170736400041 100 $a20240528d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMultiobjective Optimization Algorithms for Bioinformatics /$fby Anirban Mukhopadhyay, Sumanta Ray, Ujjwal Maulik, Sanghamitra Bandyopadhyay 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (246 pages) 311 08$a981-9716-30-6 320 $aIncludes bibliographical references and index. 327 $aChapter 1. Introduction -- Chapter 2. Multiobjective Interactive Fuzzy Clustering for Gene Expression Data -- Chapter 3. Multiobjective Rank Aggregation for Gene Prioritization -- Chapter 4. Multiobjective Simultaneous Gene Ranking and Clustering -- Chapter 5. Multiobjective Feature Selection for Identifying MicroRNA Markers -- Chapter 6. Multiobjective Approach to Detection of Differentially Coexpressed Modules -- Chapter 7. Multiobjective Approach to Cancer-Associated MicroRNA Module Detection -- Chapter 8. Multiobjective Approach to Prediction of Protein Subcellular Locations -- Chapter 9. Multiobjective Approach to Gene Ontology-based Protein-Protein Interaction Prediction -- Chapter 10. Multiobjective Approach to Protein Complex Detection -- Chapter 11. Multiobjective Biclustering for Analyzing HIV-1?Human Protein-Protein Interaction Network. 330 $aThis book provides an updated and in-depth introduction to the application of multiobjective optimization techniques in bioinformatics. In particular, it presents multiobjective solutions to a range of complex real-world bioinformatics problems. The authors first provide a comprehensive yet concise and self-contained introduction to relevant preliminary methodical constructions such as genetic algorithms, multiobjective optimization, data mining and several challenges in the bioinformatics domain. This is followed by several systematic applications of these techniques to real-world bioinformatics problems in the areas of gene expression and network biology. The book also features detailed theoretical and mathematical notes to facilitate reader comprehension. The book offers a valuable asset for a broad range of readers ? from undergraduate to postgraduate, and as a textbook or reference work. Researchers and professionals can use the book not only to enrich their knowledge of multiobjective optimization and bioinformatics, but also as a comprehensive reference guide to applying and devising novel methods in bioinformatics and related domains. 606 $aData mining 606 $aMathematical optimization 606 $aBioinformatics 606 $aArtificial intelligence 606 $aBiology$xTechnique 606 $aGene expression 606 $aBiomathematics 606 $aData Mining and Knowledge Discovery 606 $aOptimization 606 $aBioinformatics 606 $aArtificial Intelligence 606 $aGene Expression Analysis 606 $aMathematical and Computational Biology 615 0$aData mining. 615 0$aMathematical optimization. 615 0$aBioinformatics. 615 0$aArtificial intelligence. 615 0$aBiology$xTechnique. 615 0$aGene expression. 615 0$aBiomathematics. 615 14$aData Mining and Knowledge Discovery. 615 24$aOptimization. 615 24$aBioinformatics. 615 24$aArtificial Intelligence. 615 24$aGene Expression Analysis. 615 24$aMathematical and Computational Biology. 676 $a519.3 700 $aMukhopadhyay$b Anirban$01726359 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910865244303321 996 $aMultiobjective Optimization Algorithms for Bioinformatics$94238271 997 $aUNINA