Matches in SemOpenAlex for { <https://semopenalex.org/work/W2947546265> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W2947546265 abstract "The use of Internet of Things (IoT) technology is growing each day. Its capacity to gather information about the behaviors of things, humans, and process is grabbing researchers’ attention to the opportunity to use data mining technologies to automatically detect these behaviors. Traditionally, data mining technologies were designed to perform on single and centralized environments requiring a data transfer from IoT devices, which increases data traffic. This problem becomes even more critical in an IoT context, in which the sensors or devices generate a huge amount of data and, at the same time, have processing and storage limitations. To deal with this problem, some researchers emphasize the IoT data mining must be distributed. Nevertheless, this approach seems inappropriate once IoT devices have limited capacity in terms of processing and storage. In this paper, we aim to tackle the data traffic load problem by summarization. We propose a novel approach based on a grid-based data summarization that runs in the devices and sends the summarized data to a central node. The proposed solution was experimented using a real dataset and obtained an expressive reduction in the order of 99% without compromising the original dataset distribution’s shape." @default.
- W2947546265 created "2019-06-07" @default.
- W2947546265 creator A5006106551 @default.
- W2947546265 creator A5052811004 @default.
- W2947546265 creator A5078362876 @default.
- W2947546265 date "2019-01-01" @default.
- W2947546265 modified "2023-10-14" @default.
- W2947546265 title "A Data Traffic Reduction Approach Towards Centralized Mining in the IoT Context" @default.
- W2947546265 doi "https://doi.org/10.5220/0007674505630570" @default.
- W2947546265 hasPublicationYear "2019" @default.
- W2947546265 type Work @default.
- W2947546265 sameAs 2947546265 @default.
- W2947546265 citedByCount "0" @default.
- W2947546265 crossrefType "proceedings-article" @default.
- W2947546265 hasAuthorship W2947546265A5006106551 @default.
- W2947546265 hasAuthorship W2947546265A5052811004 @default.
- W2947546265 hasAuthorship W2947546265A5078362876 @default.
- W2947546265 hasBestOaLocation W29475462651 @default.
- W2947546265 hasConcept C111335779 @default.
- W2947546265 hasConcept C111919701 @default.
- W2947546265 hasConcept C120314980 @default.
- W2947546265 hasConcept C124101348 @default.
- W2947546265 hasConcept C151730666 @default.
- W2947546265 hasConcept C154945302 @default.
- W2947546265 hasConcept C170858558 @default.
- W2947546265 hasConcept C2522767166 @default.
- W2947546265 hasConcept C2524010 @default.
- W2947546265 hasConcept C2779343474 @default.
- W2947546265 hasConcept C33923547 @default.
- W2947546265 hasConcept C38652104 @default.
- W2947546265 hasConcept C41008148 @default.
- W2947546265 hasConcept C81860439 @default.
- W2947546265 hasConcept C86803240 @default.
- W2947546265 hasConcept C98045186 @default.
- W2947546265 hasConceptScore W2947546265C111335779 @default.
- W2947546265 hasConceptScore W2947546265C111919701 @default.
- W2947546265 hasConceptScore W2947546265C120314980 @default.
- W2947546265 hasConceptScore W2947546265C124101348 @default.
- W2947546265 hasConceptScore W2947546265C151730666 @default.
- W2947546265 hasConceptScore W2947546265C154945302 @default.
- W2947546265 hasConceptScore W2947546265C170858558 @default.
- W2947546265 hasConceptScore W2947546265C2522767166 @default.
- W2947546265 hasConceptScore W2947546265C2524010 @default.
- W2947546265 hasConceptScore W2947546265C2779343474 @default.
- W2947546265 hasConceptScore W2947546265C33923547 @default.
- W2947546265 hasConceptScore W2947546265C38652104 @default.
- W2947546265 hasConceptScore W2947546265C41008148 @default.
- W2947546265 hasConceptScore W2947546265C81860439 @default.
- W2947546265 hasConceptScore W2947546265C86803240 @default.
- W2947546265 hasConceptScore W2947546265C98045186 @default.
- W2947546265 hasLocation W29475462651 @default.
- W2947546265 hasOpenAccess W2947546265 @default.
- W2947546265 hasPrimaryLocation W29475462651 @default.
- W2947546265 hasRelatedWork W1506532497 @default.
- W2947546265 hasRelatedWork W1523638133 @default.
- W2947546265 hasRelatedWork W1556563770 @default.
- W2947546265 hasRelatedWork W1558947798 @default.
- W2947546265 hasRelatedWork W1991400162 @default.
- W2947546265 hasRelatedWork W2142606227 @default.
- W2947546265 hasRelatedWork W2388342090 @default.
- W2947546265 hasRelatedWork W2970121907 @default.
- W2947546265 hasRelatedWork W2974221470 @default.
- W2947546265 hasRelatedWork W4280494444 @default.
- W2947546265 isParatext "false" @default.
- W2947546265 isRetracted "false" @default.
- W2947546265 magId "2947546265" @default.
- W2947546265 workType "article" @default.