Matches in SemOpenAlex for { <https://semopenalex.org/work/W4319781907> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4319781907 abstract "The extraction of sequence patterns from a collection of functionally linked unlabeled DNA sequences is known as DNA motif discovery, and it is a key task in computational biology. Several deep learning-based techniques have recently been introduced to address this issue. However, these algorithms can not be used in real-world situations because of the need for labeled data. Here, we presented RL-MD, a novel reinforcement learning based approach for DNA motif discovery task. RL-MD takes unlabelled data as input, employs a relative information-based method to evaluate each proposed motif, and utilizes these continuous evaluation results as the reward. The experiments show that RL-MD can identify high-quality motifs in real-world data." @default.
- W4319781907 created "2023-02-11" @default.
- W4319781907 creator A5016038454 @default.
- W4319781907 creator A5032913967 @default.
- W4319781907 creator A5034232964 @default.
- W4319781907 creator A5049242358 @default.
- W4319781907 creator A5074472751 @default.
- W4319781907 date "2022-10-13" @default.
- W4319781907 modified "2023-09-28" @default.
- W4319781907 title "RL-MD: A Novel Reinforcement Learning Approach for DNA Motif Discovery" @default.
- W4319781907 cites W1019830208 @default.
- W4319781907 cites W1590648220 @default.
- W4319781907 cites W1972792790 @default.
- W4319781907 cites W1978173716 @default.
- W4319781907 cites W2001682071 @default.
- W4319781907 cites W2009853003 @default.
- W4319781907 cites W2038093918 @default.
- W4319781907 cites W2049868101 @default.
- W4319781907 cites W2051640319 @default.
- W4319781907 cites W2071037669 @default.
- W4319781907 cites W2080498142 @default.
- W4319781907 cites W2086273821 @default.
- W4319781907 cites W2087700126 @default.
- W4319781907 cites W2097175728 @default.
- W4319781907 cites W2102619694 @default.
- W4319781907 cites W2103777723 @default.
- W4319781907 cites W2110738405 @default.
- W4319781907 cites W2115577355 @default.
- W4319781907 cites W2118258530 @default.
- W4319781907 cites W2121356022 @default.
- W4319781907 cites W2129795133 @default.
- W4319781907 cites W2139398143 @default.
- W4319781907 cites W2145339207 @default.
- W4319781907 cites W2156626022 @default.
- W4319781907 cites W2162530919 @default.
- W4319781907 cites W2171286893 @default.
- W4319781907 cites W2195190137 @default.
- W4319781907 cites W2345512687 @default.
- W4319781907 cites W2751814741 @default.
- W4319781907 cites W2775482448 @default.
- W4319781907 cites W2782544296 @default.
- W4319781907 cites W2785792383 @default.
- W4319781907 cites W2789652838 @default.
- W4319781907 cites W2795735651 @default.
- W4319781907 cites W3090491025 @default.
- W4319781907 cites W3215596355 @default.
- W4319781907 cites W324535036 @default.
- W4319781907 doi "https://doi.org/10.1109/dsaa54385.2022.10032340" @default.
- W4319781907 hasPublicationYear "2022" @default.
- W4319781907 type Work @default.
- W4319781907 citedByCount "0" @default.
- W4319781907 crossrefType "proceedings-article" @default.
- W4319781907 hasAuthorship W4319781907A5016038454 @default.
- W4319781907 hasAuthorship W4319781907A5032913967 @default.
- W4319781907 hasAuthorship W4319781907A5034232964 @default.
- W4319781907 hasAuthorship W4319781907A5049242358 @default.
- W4319781907 hasAuthorship W4319781907A5074472751 @default.
- W4319781907 hasConcept C117745874 @default.
- W4319781907 hasConcept C119857082 @default.
- W4319781907 hasConcept C121332964 @default.
- W4319781907 hasConcept C154945302 @default.
- W4319781907 hasConcept C24890656 @default.
- W4319781907 hasConcept C32276052 @default.
- W4319781907 hasConcept C41008148 @default.
- W4319781907 hasConcept C54355233 @default.
- W4319781907 hasConcept C552990157 @default.
- W4319781907 hasConcept C70721500 @default.
- W4319781907 hasConcept C86803240 @default.
- W4319781907 hasConcept C97541855 @default.
- W4319781907 hasConceptScore W4319781907C117745874 @default.
- W4319781907 hasConceptScore W4319781907C119857082 @default.
- W4319781907 hasConceptScore W4319781907C121332964 @default.
- W4319781907 hasConceptScore W4319781907C154945302 @default.
- W4319781907 hasConceptScore W4319781907C24890656 @default.
- W4319781907 hasConceptScore W4319781907C32276052 @default.
- W4319781907 hasConceptScore W4319781907C41008148 @default.
- W4319781907 hasConceptScore W4319781907C54355233 @default.
- W4319781907 hasConceptScore W4319781907C552990157 @default.
- W4319781907 hasConceptScore W4319781907C70721500 @default.
- W4319781907 hasConceptScore W4319781907C86803240 @default.
- W4319781907 hasConceptScore W4319781907C97541855 @default.
- W4319781907 hasFunder F4320337504 @default.
- W4319781907 hasLocation W43197819071 @default.
- W4319781907 hasOpenAccess W4319781907 @default.
- W4319781907 hasPrimaryLocation W43197819071 @default.
- W4319781907 hasRelatedWork W2057508801 @default.
- W4319781907 hasRelatedWork W2110403456 @default.
- W4319781907 hasRelatedWork W2143837300 @default.
- W4319781907 hasRelatedWork W2168642461 @default.
- W4319781907 hasRelatedWork W2523750745 @default.
- W4319781907 hasRelatedWork W2901786064 @default.
- W4319781907 hasRelatedWork W3003818906 @default.
- W4319781907 hasRelatedWork W3022038857 @default.
- W4319781907 hasRelatedWork W4319083788 @default.
- W4319781907 hasRelatedWork W4319781907 @default.
- W4319781907 isParatext "false" @default.
- W4319781907 isRetracted "false" @default.
- W4319781907 workType "article" @default.