FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2112493108> ?p ?o ?g. }

• W2112493108 abstract "This paper addresses the problem of probability estimation in multiclass classification tasks combining two well known data mining techniques: support vector machines and neural networks. We present an algorithm which uses both techniques in a two-step procedure. The first step employs support vector machines within a one-vs-all reduction from multiclass to binary approach to obtain the distances between each observation and the support vectors representing the classes. The second step uses these distances as inputs for a neural network, built with an entropy cost function and softmax transfer function for the output layer where class membership is used for training. Consequently, this network estimates probabilities of class membership for new observations. A benchmark using different databases demonstrates that the proposed algorithm is highly competitive with the most recent techniques for multiclass probability estimation." @default.
• W2112493108 created "2016-06-24" @default.
• W2112493108 creator A5011142751 @default.
• W2112493108 creator A5047826424 @default.
• W2112493108 creator A5073636067 @default.
• W2112493108 creator A5085037027 @default.
• W2112493108 date "2008-09-01" @default.
• W2112493108 modified "2023-10-01" @default.
• W2112493108 title "A Hybrid System for Probability Estimation in Multiclass Problems Combining SVMs and Neural Networks" @default.
• W2112493108 cites W1510526001 @default.
• W2112493108 cites W1521723576 @default.
• W2112493108 cites W1560724230 @default.
• W2112493108 cites W1564465880 @default.
• W2112493108 cites W1618905105 @default.
• W2112493108 cites W1995583909 @default.
• W2112493108 cites W2012942264 @default.
• W2112493108 cites W2016511206 @default.
• W2112493108 cites W2019575783 @default.
• W2112493108 cites W2099854653 @default.
• W2112493108 cites W2101751459 @default.
• W2112493108 cites W2120846928 @default.
• W2112493108 cites W2124229187 @default.
• W2112493108 cites W2127570188 @default.
• W2112493108 cites W2133864802 @default.
• W2112493108 cites W2141278204 @default.
• W2112493108 cites W2153627206 @default.
• W2112493108 cites W2156909104 @default.
• W2112493108 cites W2160217398 @default.
• W2112493108 cites W2167477483 @default.
• W2112493108 cites W2172000360 @default.
• W2112493108 cites W2282078507 @default.
• W2112493108 cites W2982720039 @default.
• W2112493108 doi "https://doi.org/10.1109/his.2008.112" @default.
• W2112493108 hasPublicationYear "2008" @default.
• W2112493108 type Work @default.
• W2112493108 sameAs 2112493108 @default.
• W2112493108 citedByCount "10" @default.
• W2112493108 countsByYear W21124931082014 @default.
• W2112493108 countsByYear W21124931082015 @default.
• W2112493108 countsByYear W21124931082016 @default.
• W2112493108 countsByYear W21124931082017 @default.
• W2112493108 countsByYear W21124931082023 @default.
• W2112493108 crossrefType "proceedings-article" @default.
• W2112493108 hasAuthorship W2112493108A5011142751 @default.
• W2112493108 hasAuthorship W2112493108A5047826424 @default.
• W2112493108 hasAuthorship W2112493108A5073636067 @default.
• W2112493108 hasAuthorship W2112493108A5085037027 @default.
• W2112493108 hasConcept C106301342 @default.
• W2112493108 hasConcept C119857082 @default.
• W2112493108 hasConcept C121332964 @default.
• W2112493108 hasConcept C12267149 @default.
• W2112493108 hasConcept C123860398 @default.
• W2112493108 hasConcept C124101348 @default.
• W2112493108 hasConcept C13280743 @default.
• W2112493108 hasConcept C153180895 @default.
• W2112493108 hasConcept C154945302 @default.
• W2112493108 hasConcept C185798385 @default.
• W2112493108 hasConcept C188441871 @default.
• W2112493108 hasConcept C205649164 @default.
• W2112493108 hasConcept C33923547 @default.
• W2112493108 hasConcept C38365724 @default.
• W2112493108 hasConcept C41008148 @default.
• W2112493108 hasConcept C48372109 @default.
• W2112493108 hasConcept C50644808 @default.
• W2112493108 hasConcept C62520636 @default.
• W2112493108 hasConcept C94375191 @default.
• W2112493108 hasConceptScore W2112493108C106301342 @default.
• W2112493108 hasConceptScore W2112493108C119857082 @default.
• W2112493108 hasConceptScore W2112493108C121332964 @default.
• W2112493108 hasConceptScore W2112493108C12267149 @default.
• W2112493108 hasConceptScore W2112493108C123860398 @default.
• W2112493108 hasConceptScore W2112493108C124101348 @default.
• W2112493108 hasConceptScore W2112493108C13280743 @default.
• W2112493108 hasConceptScore W2112493108C153180895 @default.
• W2112493108 hasConceptScore W2112493108C154945302 @default.
• W2112493108 hasConceptScore W2112493108C185798385 @default.
• W2112493108 hasConceptScore W2112493108C188441871 @default.
• W2112493108 hasConceptScore W2112493108C205649164 @default.
• W2112493108 hasConceptScore W2112493108C33923547 @default.
• W2112493108 hasConceptScore W2112493108C38365724 @default.
• W2112493108 hasConceptScore W2112493108C41008148 @default.
• W2112493108 hasConceptScore W2112493108C48372109 @default.
• W2112493108 hasConceptScore W2112493108C50644808 @default.
• W2112493108 hasConceptScore W2112493108C62520636 @default.
• W2112493108 hasConceptScore W2112493108C94375191 @default.
• W2112493108 hasLocation W21124931081 @default.
• W2112493108 hasOpenAccess W2112493108 @default.
• W2112493108 hasPrimaryLocation W21124931081 @default.
• W2112493108 hasRelatedWork W1602424920 @default.
• W2112493108 hasRelatedWork W2107496976 @default.
• W2112493108 hasRelatedWork W2132870739 @default.
• W2112493108 hasRelatedWork W2153635508 @default.
• W2112493108 hasRelatedWork W2585245087 @default.
• W2112493108 hasRelatedWork W2802088019 @default.
• W2112493108 hasRelatedWork W2809841383 @default.
• W2112493108 hasRelatedWork W2917922468 @default.
• W2112493108 hasRelatedWork W2963166243 @default.
• W2112493108 hasRelatedWork W2963646530 @default.
• W2112493108 hasRelatedWork W2972481468 @default.
• W2112493108 hasRelatedWork W2976818315 @default.

• next