{"title":"Analysis of Large-Scale mRNA Expression Data Sets by Genetic Algorithms","authors":"C. Ooi, P. Tan","doi":"10.1007/978-1-4020-5811-0_4","DOIUrl":"https://doi.org/10.1007/978-1-4020-5811-0_4","url":null,"abstract":"","PeriodicalId":305979,"journal":{"name":"Artificial Intelligence Methods And Tools For Systems Biology","volume":"17 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126967205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
R. Somorjai, M. Alexander, R. Baumgartner, S. Booth, C. Bowman, A. Demko, B. Dolenko, M. Mandelzweig, Aleksander E. Nikulin, N. Pizzi, Erinija Pranckevičienė, A. R. Summers, P. Zhilkin
{"title":"A Data-Driven, Flexible Machine Learning Strategy for the Classification of Biomedical Data","authors":"R. Somorjai, M. Alexander, R. Baumgartner, S. Booth, C. Bowman, A. Demko, B. Dolenko, M. Mandelzweig, Aleksander E. Nikulin, N. Pizzi, Erinija Pranckevičienė, A. R. Summers, P. Zhilkin","doi":"10.1007/978-1-4020-5811-0_5","DOIUrl":"https://doi.org/10.1007/978-1-4020-5811-0_5","url":null,"abstract":"","PeriodicalId":305979,"journal":{"name":"Artificial Intelligence Methods And Tools For Systems Biology","volume":"219 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116833291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Characterizing Gene Expression Time Series using a Hidden Markov Model","authors":"S. McClean, B. Scotney, Steve Robinson","doi":"10.1007/978-1-4020-5811-0_3","DOIUrl":"https://doi.org/10.1007/978-1-4020-5811-0_3","url":null,"abstract":"","PeriodicalId":305979,"journal":{"name":"Artificial Intelligence Methods And Tools For Systems Biology","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133642844","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Ontologies in Bioinformatics and Systems Biology","authors":"P. Lambrix","doi":"10.1007/978-1-4020-5811-0_8","DOIUrl":"https://doi.org/10.1007/978-1-4020-5811-0_8","url":null,"abstract":"","PeriodicalId":305979,"journal":{"name":"Artificial Intelligence Methods And Tools For Systems Biology","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122085056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"QSAR Modeling of Mutagenicity on Non-Congeneric Sets of Organic Compounds","authors":"U. Maran, S. Sild","doi":"10.1007/978-1-4020-5811-0_2","DOIUrl":"https://doi.org/10.1007/978-1-4020-5811-0_2","url":null,"abstract":"","PeriodicalId":305979,"journal":{"name":"Artificial Intelligence Methods And Tools For Systems Biology","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125013516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Panos Dafas, A. Kozlenkov, A. Robinson, M. Schroeder
{"title":"Integrating Gene Expression Data, Protein Interaction Data, and Ontology-Based Literature Searches","authors":"Panos Dafas, A. Kozlenkov, A. Robinson, M. Schroeder","doi":"10.1007/978-1-4020-5811-0_7","DOIUrl":"https://doi.org/10.1007/978-1-4020-5811-0_7","url":null,"abstract":"","PeriodicalId":305979,"journal":{"name":"Artificial Intelligence Methods And Tools For Systems Biology","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127937711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Marco Loh, M. Szabo, R. Almeida, M. Stetter, G. Deco
{"title":"Computational Neuroscience for Cognitive Brain Functions","authors":"Marco Loh, M. Szabo, R. Almeida, M. Stetter, G. Deco","doi":"10.1007/978-1-84628-943-9_8","DOIUrl":"https://doi.org/10.1007/978-1-84628-943-9_8","url":null,"abstract":"","PeriodicalId":305979,"journal":{"name":"Artificial Intelligence Methods And Tools For Systems Biology","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121928845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Lazy Learning for Predictive Toxicology based on a Chemical Ontology","authors":"Eva Armengol, E. Plaza","doi":"10.1007/978-1-4020-5811-0_1","DOIUrl":"https://doi.org/10.1007/978-1-4020-5811-0_1","url":null,"abstract":"","PeriodicalId":305979,"journal":{"name":"Artificial Intelligence Methods And Tools For Systems Biology","volume":"136 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123245110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Systems Level Modeling of Gene Regulatory Networks","authors":"M. Stetter, B. Schürmann, Mathäus Dejori","doi":"10.1007/978-1-4020-5811-0_10","DOIUrl":"https://doi.org/10.1007/978-1-4020-5811-0_10","url":null,"abstract":"","PeriodicalId":305979,"journal":{"name":"Artificial Intelligence Methods And Tools For Systems Biology","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129110919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Natural Language Processing and Systems Biology","authors":"K. Cohen, L. Hunter","doi":"10.1007/978-1-4020-5811-0_9","DOIUrl":"https://doi.org/10.1007/978-1-4020-5811-0_9","url":null,"abstract":"","PeriodicalId":305979,"journal":{"name":"Artificial Intelligence Methods And Tools For Systems Biology","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131207059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}