Matches in SemOpenAlex for { <https://semopenalex.org/work/W35014902> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W35014902 abstract "Data fusion problems arise frequently in many different fields. This book provides a specific introduction to data fusion problems using support vector machines. In the first part, this book begins with a brief survey of additive models and Rayleigh quotient objectives in machine learning, and then introduces kernel fusion as the additive expansion of support vector machines in the dual problem. The second part presents several novel kernel fusion algorithms and some real applications in supervised and unsupervised learning. The last part of the book substantiates the value of the proposed theories and algorithms in MerKator, an open software to identify disease relevant genes based on the integration of heterogeneous genomic data sources in multiple species. The topics presented in this book are meant for researchers or students who use support vector machines. Several topics addressed in the book may also be interesting to computational biologists who want to tackle data fusion challenges in real applications. The background required of the reader is a good knowledge of data mining, machine learning and linear algebra." @default.
- W35014902 created "2016-06-24" @default.
- W35014902 creator A5018814006 @default.
- W35014902 creator A5028556600 @default.
- W35014902 creator A5041984163 @default.
- W35014902 creator A5068775552 @default.
- W35014902 date "2011-03-26" @default.
- W35014902 modified "2023-09-26" @default.
- W35014902 title "Kernel-based Data Fusion for Machine Learning: Methods and Applications in Bioinformatics and Text Mining" @default.
- W35014902 hasPublicationYear "2011" @default.
- W35014902 type Work @default.
- W35014902 sameAs 35014902 @default.
- W35014902 citedByCount "5" @default.
- W35014902 countsByYear W350149022015 @default.
- W35014902 countsByYear W350149022016 @default.
- W35014902 crossrefType "book" @default.
- W35014902 hasAuthorship W35014902A5018814006 @default.
- W35014902 hasAuthorship W35014902A5028556600 @default.
- W35014902 hasAuthorship W35014902A5041984163 @default.
- W35014902 hasAuthorship W35014902A5068775552 @default.
- W35014902 hasConcept C114614502 @default.
- W35014902 hasConcept C119857082 @default.
- W35014902 hasConcept C122280245 @default.
- W35014902 hasConcept C12267149 @default.
- W35014902 hasConcept C124101348 @default.
- W35014902 hasConcept C154945302 @default.
- W35014902 hasConcept C2522767166 @default.
- W35014902 hasConcept C33923547 @default.
- W35014902 hasConcept C33954974 @default.
- W35014902 hasConcept C41008148 @default.
- W35014902 hasConcept C72634772 @default.
- W35014902 hasConcept C74193536 @default.
- W35014902 hasConcept C8038995 @default.
- W35014902 hasConceptScore W35014902C114614502 @default.
- W35014902 hasConceptScore W35014902C119857082 @default.
- W35014902 hasConceptScore W35014902C122280245 @default.
- W35014902 hasConceptScore W35014902C12267149 @default.
- W35014902 hasConceptScore W35014902C124101348 @default.
- W35014902 hasConceptScore W35014902C154945302 @default.
- W35014902 hasConceptScore W35014902C2522767166 @default.
- W35014902 hasConceptScore W35014902C33923547 @default.
- W35014902 hasConceptScore W35014902C33954974 @default.
- W35014902 hasConceptScore W35014902C41008148 @default.
- W35014902 hasConceptScore W35014902C72634772 @default.
- W35014902 hasConceptScore W35014902C74193536 @default.
- W35014902 hasConceptScore W35014902C8038995 @default.
- W35014902 hasLocation W350149021 @default.
- W35014902 hasOpenAccess W35014902 @default.
- W35014902 hasPrimaryLocation W350149021 @default.
- W35014902 hasRelatedWork W1601740268 @default.
- W35014902 hasRelatedWork W1604555543 @default.
- W35014902 hasRelatedWork W2016247544 @default.
- W35014902 hasRelatedWork W2031823405 @default.
- W35014902 hasRelatedWork W2034914672 @default.
- W35014902 hasRelatedWork W2063492450 @default.
- W35014902 hasRelatedWork W2161444669 @default.
- W35014902 hasRelatedWork W2258094869 @default.
- W35014902 hasRelatedWork W2473394283 @default.
- W35014902 hasRelatedWork W2506890028 @default.
- W35014902 hasRelatedWork W2549507697 @default.
- W35014902 hasRelatedWork W2774843840 @default.
- W35014902 hasRelatedWork W2912709207 @default.
- W35014902 hasRelatedWork W2987485849 @default.
- W35014902 hasRelatedWork W2990299124 @default.
- W35014902 hasRelatedWork W2995201943 @default.
- W35014902 hasRelatedWork W3046435230 @default.
- W35014902 hasRelatedWork W3168156408 @default.
- W35014902 hasRelatedWork W373407302 @default.
- W35014902 hasRelatedWork W598470258 @default.
- W35014902 isParatext "false" @default.
- W35014902 isRetracted "false" @default.
- W35014902 magId "35014902" @default.
- W35014902 workType "book" @default.