LEADER 05003nam 22008775 450 001 9910767587903321 005 20251226203831.0 010 $a3-540-33105-0 024 7 $a10.1007/11691730 035 $a(CKB)1000000000232891 035 $a(SSID)ssj0000317109 035 $a(PQKBManifestationID)11274467 035 $a(PQKBTitleCode)TC0000317109 035 $a(PQKBWorkID)10287192 035 $a(PQKB)11558068 035 $a(DE-He213)978-3-540-33105-6 035 $a(MiAaPQ)EBC3067988 035 $a(PPN)123132843 035 $a(BIP)32373048 035 $a(BIP)13306323 035 $a(EXLCZ)991000000000232891 100 $a20100301d2006 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aData Mining for Biomedical Applications $ePAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006, Proceedings /$fedited by Jinyan Li, Qiang Yang, Ah-Hwee Tan 205 $a1st ed. 2006. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2006. 215 $a1 online resource (VIII, 155 p.) 225 1 $aLecture Notes in Bioinformatics,$x2366-6331 ;$v3916 300 $a"... papers selected for presentation at the First Workshop on Data Mining for Biomedical Applications (BioDM 2006) ... in conjunction with the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006)"--Pref. 311 08$a3-540-33104-2 320 $aIncludes bibliographical references and index. 327 $aKeynote Talk -- Exploiting Indirect Neighbours and Topological Weight to Predict Protein Function from Protein-Protein Interactions -- Database and Search -- A Database Search Algorithm for Identification of Peptides with Multiple Charges Using Tandem Mass Spectrometry -- Filtering Bio-sequence Based on Sequence Descriptor -- Automatic Extraction of Genomic Glossary Triggered by Query -- Frequent Subsequence-Based Protein Localization -- Bio Data Clustering -- gTRICLUSTER: A More General and Effective 3D Clustering Algorithm for Gene-Sample-Time Microarray Data -- Automatic Orthologous-Protein-Clustering from Multiple Complete-Genomes by the Best Reciprocal BLAST Hits -- A Novel Clustering Method for Analysis of Gene Microarray Expression Data -- Heterogeneous Clustering Ensemble Method for Combining Different Cluster Results -- In-silico Diagnosis -- Rule Learning for Disease-Specific Biomarker Discovery from Clinical Proteomic Mass Spectra -- Machine Learning Techniques and Chi-Square Feature Selection for Cancer Classification Using SAGE Gene Expression Profiles -- Generation of Comprehensible Hypotheses from Gene Expression Data -- Classification of Brain Glioma by Using SVMs Bagging with Feature Selection -- Missing Value Imputation Framework for Microarray Significant Gene Selection and Class Prediction -- Informative MicroRNA Expression Patterns for Cancer Classification. 330 $aThis book constitutes the refereed proceedings of the International Workshop on Data Mining for Biomedical Applications, BioDM 2006, held in Singapore in conjunction with the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006). The 14 revised full papers presented together with one keynote talk were carefully reviewed and selected from 35 submissions. The papers are organized in topical sections 410 0$aLecture Notes in Bioinformatics,$x2366-6331 ;$v3916 606 $aArtificial intelligence 606 $aDatabase management 606 $aInformation storage and retrieval systems 606 $aBioinformatics 606 $aComputer science$xMathematics 606 $aMathematical statistics 606 $aMedical informatics 606 $aArtificial Intelligence 606 $aDatabase Management 606 $aInformation Storage and Retrieval 606 $aBioinformatics 606 $aProbability and Statistics in Computer Science 606 $aHealth Informatics 615 0$aArtificial intelligence. 615 0$aDatabase management. 615 0$aInformation storage and retrieval systems. 615 0$aBioinformatics. 615 0$aComputer science$xMathematics. 615 0$aMathematical statistics. 615 0$aMedical informatics. 615 14$aArtificial Intelligence. 615 24$aDatabase Management. 615 24$aInformation Storage and Retrieval. 615 24$aBioinformatics. 615 24$aProbability and Statistics in Computer Science. 615 24$aHealth Informatics. 676 $a610.285 701 $aLi$b Jinyan$cPh. D.$0141283 701 $aYang$b Qiang$f1961-$0867534 701 $aTan$b Ah-Hwee$01752299 712 12$aPacific-Asia Conference on Knowledge Discovery and Data Mining$d(10th :$f2006 :$eSingapore) 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910767587903321 996 $aData mining for biomedical applications$94187553 997 $aUNINA