FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895938197> ?p ?o ?g. }

• W2895938197 abstract "Software systems now can replace a vast amount of human resources with their quasi-autonomous features. Adaptive nature helps the system to adjust their behavior in response to their environmental changes. Most of these changes are unknown which put the system under uncertainty while making decisions. Decision-making in the real-time environment requires through observation for searching and analyzing different features of the environment in which the systems are running to understand how humans select relevant information. In this way, a human and a software system can jointly evaluate the situations and make the decision. Earlier visual search (VS) models believe that the eyes move to locations with maximum saliency and every eye movement is planned. It is hard to choose any optimal searching process when the operating characteristics of any visual system vary over time. Furthermore, this method does not account how the brain coordinates its different regions to process information over time. To address these limitations, we propose visual process as an instance of deep reinforcement learning which represents a step towards building autonomous systems to understand the visual world more accurately. In this paper, we begin with different visual search algorithms, including reinforcement learning, followed by probabilistic sequential decision making. In parallel, we focus on various existing areas of related research and their advantages and drawbacks within the domain. Finally, we propose a model which can address the shortcomings of the existing algorithms." @default.
• W2895938197 created "2018-10-26" @default.
• W2895938197 creator A5003881665 @default.
• W2895938197 creator A5039749758 @default.
• W2895938197 date "2018-04-01" @default.
• W2895938197 modified "2023-09-24" @default.
• W2895938197 title "Visual Search as a Probabilistic Sequential Decision Process in Software Autonomous System" @default.
• W2895938197 cites W1539216098 @default.
• W2895938197 cites W1539705164 @default.
• W2895938197 cites W1582204956 @default.
• W2895938197 cites W1681299129 @default.
• W2895938197 cites W1792781395 @default.
• W2895938197 cites W1967797786 @default.
• W2895938197 cites W1977655452 @default.
• W2895938197 cites W1983601652 @default.
• W2895938197 cites W1989497388 @default.
• W2895938197 cites W1998560962 @default.
• W2895938197 cites W2011723717 @default.
• W2895938197 cites W2012587148 @default.
• W2895938197 cites W2049579898 @default.
• W2895938197 cites W2054802006 @default.
• W2895938197 cites W2064628483 @default.
• W2895938197 cites W2071640786 @default.
• W2895938197 cites W2089876633 @default.
• W2895938197 cites W2092554492 @default.
• W2895938197 cites W2095983171 @default.
• W2895938197 cites W2104314037 @default.
• W2895938197 cites W2108217420 @default.
• W2895938197 cites W2110795172 @default.
• W2895938197 cites W2115524942 @default.
• W2895938197 cites W2115812046 @default.
• W2895938197 cites W2117941808 @default.
• W2895938197 cites W2129670787 @default.
• W2895938197 cites W2135624041 @default.
• W2895938197 cites W2139053308 @default.
• W2895938197 cites W2154101742 @default.
• W2895938197 cites W2154844948 @default.
• W2895938197 cites W2156737235 @default.
• W2895938197 cites W2166219296 @default.
• W2895938197 cites W2168359464 @default.
• W2895938197 cites W2296073425 @default.
• W2895938197 cites W2304619091 @default.
• W2895938197 cites W2334752150 @default.
• W2895938197 cites W2401083166 @default.
• W2895938197 cites W2725002425 @default.
• W2895938197 cites W2895974005 @default.
• W2895938197 cites W2914746235 @default.
• W2895938197 cites W2919115771 @default.
• W2895938197 cites W2963184621 @default.
• W2895938197 cites W3100789280 @default.
• W2895938197 cites W52170320 @default.
• W2895938197 cites W88812296 @default.
• W2895938197 cites W2131600418 @default.
• W2895938197 doi "https://doi.org/10.1109/secon.2018.8479127" @default.
• W2895938197 hasPublicationYear "2018" @default.
• W2895938197 type Work @default.
• W2895938197 sameAs 2895938197 @default.
• W2895938197 citedByCount "1" @default.
• W2895938197 countsByYear W28959381972019 @default.
• W2895938197 crossrefType "proceedings-article" @default.
• W2895938197 hasAuthorship W2895938197A5003881665 @default.
• W2895938197 hasAuthorship W2895938197A5039749758 @default.
• W2895938197 hasConcept C107457646 @default.
• W2895938197 hasConcept C111919701 @default.
• W2895938197 hasConcept C119857082 @default.
• W2895938197 hasConcept C120665830 @default.
• W2895938197 hasConcept C121332964 @default.
• W2895938197 hasConcept C134306372 @default.
• W2895938197 hasConcept C149091818 @default.
• W2895938197 hasConcept C154945302 @default.
• W2895938197 hasConcept C158495155 @default.
• W2895938197 hasConcept C192209626 @default.
• W2895938197 hasConcept C199360897 @default.
• W2895938197 hasConcept C2777904410 @default.
• W2895938197 hasConcept C33923547 @default.
• W2895938197 hasConcept C36503486 @default.
• W2895938197 hasConcept C41008148 @default.
• W2895938197 hasConcept C49937458 @default.
• W2895938197 hasConcept C97541855 @default.
• W2895938197 hasConcept C98045186 @default.
• W2895938197 hasConceptScore W2895938197C107457646 @default.
• W2895938197 hasConceptScore W2895938197C111919701 @default.
• W2895938197 hasConceptScore W2895938197C119857082 @default.
• W2895938197 hasConceptScore W2895938197C120665830 @default.
• W2895938197 hasConceptScore W2895938197C121332964 @default.
• W2895938197 hasConceptScore W2895938197C134306372 @default.
• W2895938197 hasConceptScore W2895938197C149091818 @default.
• W2895938197 hasConceptScore W2895938197C154945302 @default.
• W2895938197 hasConceptScore W2895938197C158495155 @default.
• W2895938197 hasConceptScore W2895938197C192209626 @default.
• W2895938197 hasConceptScore W2895938197C199360897 @default.
• W2895938197 hasConceptScore W2895938197C2777904410 @default.
• W2895938197 hasConceptScore W2895938197C33923547 @default.
• W2895938197 hasConceptScore W2895938197C36503486 @default.
• W2895938197 hasConceptScore W2895938197C41008148 @default.
• W2895938197 hasConceptScore W2895938197C49937458 @default.
• W2895938197 hasConceptScore W2895938197C97541855 @default.
• W2895938197 hasConceptScore W2895938197C98045186 @default.
• W2895938197 hasLocation W28959381971 @default.
• W2895938197 hasOpenAccess W2895938197 @default.

• next