FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4311595590> ?p ?o ?g. }

• W4311595590 abstract "Abstract There is an urgent need for developing collaborative process-defect modeling in metal-based additive manufacturing (AM). This mainly stems from the high volume of training data needed to develop reliable machine learning models for in-situ anomaly detection. The requirements for large data are especially challenging for small-to-medium manufacturers (SMMs), for whom collecting copious amounts of data is usually cost prohibitive. The objective of this research is to develop a secured data sharing mechanism for directed energy deposition (DED) based AM without disclosing product design information, facilitating secured data aggregation for collaborative modeling. However, one major obstacle is the privacy concerns that arise from data sharing, since AM process data contain confidential design information, such as the printing path. The proposed adaptive design de-identification for additive manufacturing (ADDAM) methodology integrates AM process knowledge into an adaptive de-identification procedure to mask the printing trajectory information in metal-based AM thermal history, which otherwise discloses substantial printing path information. This adaptive approach applies a flexible data privacy level to each thermal image based on its similarity with the other images, facilitating better data utility preservation while protecting data privacy. A real-world case study was used to validate the proposed method based on the fabrication of two cylindrical parts using a DED process. These results are expressed as a Pareto optimal solution, demonstrating significant improvements in privacy gain and minimal utility loss. The proposed method can facilitate privacy improvements of up to 30% with as little as 0% losses in dataset utility after de-identification." @default.
• W4311595590 created "2022-12-27" @default.
• W4311595590 creator A5017118826 @default.
• W4311595590 creator A5026893647 @default.
• W4311595590 creator A5038634061 @default.
• W4311595590 date "2023-01-19" @default.
• W4311595590 modified "2023-09-27" @default.
• W4311595590 title "Design De-Identification of Thermal History for Collaborative Process-Defect Modeling of Directed Energy Deposition Processes" @default.
• W4311595590 cites W143806433 @default.
• W4311595590 cites W2003921219 @default.
• W4311595590 cites W2030337280 @default.
• W4311595590 cites W2068143382 @default.
• W4311595590 cites W2103958416 @default.
• W4311595590 cites W2117190680 @default.
• W4311595590 cites W2119067110 @default.
• W4311595590 cites W2159024459 @default.
• W4311595590 cites W2165698076 @default.
• W4311595590 cites W2351765604 @default.
• W4311595590 cites W2537385619 @default.
• W4311595590 cites W2621700966 @default.
• W4311595590 cites W2772940940 @default.
• W4311595590 cites W2788276261 @default.
• W4311595590 cites W2799328997 @default.
• W4311595590 cites W2888026150 @default.
• W4311595590 cites W2902776370 @default.
• W4311595590 cites W2943862223 @default.
• W4311595590 cites W2947580351 @default.
• W4311595590 cites W2970634970 @default.
• W4311595590 cites W3007728628 @default.
• W4311595590 cites W3008706135 @default.
• W4311595590 cites W3041133507 @default.
• W4311595590 cites W3043597110 @default.
• W4311595590 cites W3095111469 @default.
• W4311595590 cites W3127152818 @default.
• W4311595590 cites W3128396239 @default.
• W4311595590 cites W3164503557 @default.
• W4311595590 cites W3177689930 @default.
• W4311595590 cites W3198741602 @default.
• W4311595590 cites W4210436948 @default.
• W4311595590 cites W4213262259 @default.
• W4311595590 cites W4228999186 @default.
• W4311595590 cites W4240286307 @default.
• W4311595590 cites W4252606479 @default.
• W4311595590 doi "https://doi.org/10.1115/1.4056488" @default.
• W4311595590 hasPublicationYear "2023" @default.
• W4311595590 type Work @default.
• W4311595590 citedByCount "1" @default.
• W4311595590 countsByYear W43115955902023 @default.
• W4311595590 crossrefType "journal-article" @default.
• W4311595590 hasAuthorship W4311595590A5017118826 @default.
• W4311595590 hasAuthorship W4311595590A5026893647 @default.
• W4311595590 hasAuthorship W4311595590A5038634061 @default.
• W4311595590 hasConcept C111919701 @default.
• W4311595590 hasConcept C112930515 @default.
• W4311595590 hasConcept C116834253 @default.
• W4311595590 hasConcept C124101348 @default.
• W4311595590 hasConcept C127413603 @default.
• W4311595590 hasConcept C13736549 @default.
• W4311595590 hasConcept C137635306 @default.
• W4311595590 hasConcept C142724271 @default.
• W4311595590 hasConcept C204787440 @default.
• W4311595590 hasConcept C21547014 @default.
• W4311595590 hasConcept C2522767166 @default.
• W4311595590 hasConcept C2779965156 @default.
• W4311595590 hasConcept C2780329122 @default.
• W4311595590 hasConcept C41008148 @default.
• W4311595590 hasConcept C524769229 @default.
• W4311595590 hasConcept C59822182 @default.
• W4311595590 hasConcept C71924100 @default.
• W4311595590 hasConcept C78519656 @default.
• W4311595590 hasConcept C86803240 @default.
• W4311595590 hasConcept C98045186 @default.
• W4311595590 hasConceptScore W4311595590C111919701 @default.
• W4311595590 hasConceptScore W4311595590C112930515 @default.
• W4311595590 hasConceptScore W4311595590C116834253 @default.
• W4311595590 hasConceptScore W4311595590C124101348 @default.
• W4311595590 hasConceptScore W4311595590C127413603 @default.
• W4311595590 hasConceptScore W4311595590C13736549 @default.
• W4311595590 hasConceptScore W4311595590C137635306 @default.
• W4311595590 hasConceptScore W4311595590C142724271 @default.
• W4311595590 hasConceptScore W4311595590C204787440 @default.
• W4311595590 hasConceptScore W4311595590C21547014 @default.
• W4311595590 hasConceptScore W4311595590C2522767166 @default.
• W4311595590 hasConceptScore W4311595590C2779965156 @default.
• W4311595590 hasConceptScore W4311595590C2780329122 @default.
• W4311595590 hasConceptScore W4311595590C41008148 @default.
• W4311595590 hasConceptScore W4311595590C524769229 @default.
• W4311595590 hasConceptScore W4311595590C59822182 @default.
• W4311595590 hasConceptScore W4311595590C71924100 @default.
• W4311595590 hasConceptScore W4311595590C78519656 @default.
• W4311595590 hasConceptScore W4311595590C86803240 @default.
• W4311595590 hasConceptScore W4311595590C98045186 @default.
• W4311595590 hasFunder F4320306076 @default.
• W4311595590 hasIssue "5" @default.
• W4311595590 hasLocation W43115955901 @default.
• W4311595590 hasOpenAccess W4311595590 @default.
• W4311595590 hasPrimaryLocation W43115955901 @default.
• W4311595590 hasRelatedWork W2009772222 @default.
• W4311595590 hasRelatedWork W2348097614 @default.
• W4311595590 hasRelatedWork W2363804782 @default.

• next