FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2949170546> ?p ?o ?g. }

• W2949170546 abstract "The paper examines the learning mechanism of adaptive agents over weakly-connected graphs and reveals an interesting behavior on how information flows through such topologies. The results clarify how asymmetries in the exchange of data can mask local information at certain agents and make them totally dependent on other agents. A leader-follower relationship develops with the performance of some agents being fully determined by the performance of other agents that are outside their domain of influence. This scenario can arise, for example, due to intruder attacks by malicious agents or as the result of failures by some critical links. The findings in this work help explain why strong-connectivity of the network topology, adaptation of the combination weights, and clustering of agents are important ingredients to equalize the learning abilities of all agents against such disturbances. The results also clarify how weak-connectivity can be helpful in reducing the effect of outlier data on learning performance." @default.
• W2949170546 created "2019-06-27" @default.
• W2949170546 creator A5005538082 @default.
• W2949170546 creator A5091103447 @default.
• W2949170546 date "2014-12-03" @default.
• W2949170546 modified "2023-10-18" @default.
• W2949170546 title "Information Exchange and Learning Dynamics over Weakly-Connected Adaptive Networks" @default.
• W2949170546 cites W1484040084 @default.
• W2949170546 cites W1487444668 @default.
• W2949170546 cites W1574781721 @default.
• W2949170546 cites W1602732414 @default.
• W2949170546 cites W1751209994 @default.
• W2949170546 cites W1769897192 @default.
• W2949170546 cites W1979043738 @default.
• W2949170546 cites W1979112316 @default.
• W2949170546 cites W2012445782 @default.
• W2949170546 cites W2024307985 @default.
• W2949170546 cites W2027481851 @default.
• W2949170546 cites W2034235887 @default.
• W2949170546 cites W2049947817 @default.
• W2949170546 cites W2063681847 @default.
• W2949170546 cites W2066332749 @default.
• W2949170546 cites W2074796812 @default.
• W2949170546 cites W2082904296 @default.
• W2949170546 cites W2086502731 @default.
• W2949170546 cites W2100169223 @default.
• W2949170546 cites W2102751833 @default.
• W2949170546 cites W2105627207 @default.
• W2949170546 cites W2117905067 @default.
• W2949170546 cites W2122955251 @default.
• W2949170546 cites W2123183226 @default.
• W2949170546 cites W2130758224 @default.
• W2949170546 cites W2141648331 @default.
• W2949170546 cites W2143375189 @default.
• W2949170546 cites W2145291156 @default.
• W2949170546 cites W2154834860 @default.
• W2949170546 cites W2159585070 @default.
• W2949170546 cites W2169818402 @default.
• W2949170546 cites W2295500362 @default.
• W2949170546 cites W2610857016 @default.
• W2949170546 cites W2962907301 @default.
• W2949170546 cites W2963446564 @default.
• W2949170546 cites W3122816536 @default.
• W2949170546 doi "https://doi.org/10.48550/arxiv.1412.1523" @default.
• W2949170546 hasPublicationYear "2014" @default.
• W2949170546 type Work @default.
• W2949170546 sameAs 2949170546 @default.
• W2949170546 citedByCount "1" @default.
• W2949170546 countsByYear W29491705462015 @default.
• W2949170546 crossrefType "posted-content" @default.
• W2949170546 hasAuthorship W2949170546A5005538082 @default.
• W2949170546 hasAuthorship W2949170546A5091103447 @default.
• W2949170546 hasBestOaLocation W29491705461 @default.
• W2949170546 hasConcept C105795698 @default.
• W2949170546 hasConcept C111472728 @default.
• W2949170546 hasConcept C114614502 @default.
• W2949170546 hasConcept C118615104 @default.
• W2949170546 hasConcept C120314980 @default.
• W2949170546 hasConcept C123757187 @default.
• W2949170546 hasConcept C134306372 @default.
• W2949170546 hasConcept C138885662 @default.
• W2949170546 hasConcept C139807058 @default.
• W2949170546 hasConcept C154945302 @default.
• W2949170546 hasConcept C15744967 @default.
• W2949170546 hasConcept C169760540 @default.
• W2949170546 hasConcept C184720557 @default.
• W2949170546 hasConcept C189693848 @default.
• W2949170546 hasConcept C199845137 @default.
• W2949170546 hasConcept C27286358 @default.
• W2949170546 hasConcept C31258907 @default.
• W2949170546 hasConcept C33923547 @default.
• W2949170546 hasConcept C36503486 @default.
• W2949170546 hasConcept C41008148 @default.
• W2949170546 hasConcept C73555534 @default.
• W2949170546 hasConcept C76155785 @default.
• W2949170546 hasConcept C79337645 @default.
• W2949170546 hasConcept C89611455 @default.
• W2949170546 hasConceptScore W2949170546C105795698 @default.
• W2949170546 hasConceptScore W2949170546C111472728 @default.
• W2949170546 hasConceptScore W2949170546C114614502 @default.
• W2949170546 hasConceptScore W2949170546C118615104 @default.
• W2949170546 hasConceptScore W2949170546C120314980 @default.
• W2949170546 hasConceptScore W2949170546C123757187 @default.
• W2949170546 hasConceptScore W2949170546C134306372 @default.
• W2949170546 hasConceptScore W2949170546C138885662 @default.
• W2949170546 hasConceptScore W2949170546C139807058 @default.
• W2949170546 hasConceptScore W2949170546C154945302 @default.
• W2949170546 hasConceptScore W2949170546C15744967 @default.
• W2949170546 hasConceptScore W2949170546C169760540 @default.
• W2949170546 hasConceptScore W2949170546C184720557 @default.
• W2949170546 hasConceptScore W2949170546C189693848 @default.
• W2949170546 hasConceptScore W2949170546C199845137 @default.
• W2949170546 hasConceptScore W2949170546C27286358 @default.
• W2949170546 hasConceptScore W2949170546C31258907 @default.
• W2949170546 hasConceptScore W2949170546C33923547 @default.
• W2949170546 hasConceptScore W2949170546C36503486 @default.
• W2949170546 hasConceptScore W2949170546C41008148 @default.
• W2949170546 hasConceptScore W2949170546C73555534 @default.
• W2949170546 hasConceptScore W2949170546C76155785 @default.
• W2949170546 hasConceptScore W2949170546C79337645 @default.

• next