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Akademický článek

A Comparison of Global Sensitivity Analysis Methods for Explainable AI With an Application in Genomic Prediction

Autor: Bas Van Stein, Elena Raponi, Zahra Sadeghi, Niek Bouman, Roeland C. H. J. Van Ham, Thomas Back

Publikováno v: IEEE Access, Vol 10, Pp 103364-103381 (2022)

Explainable Artificial Intelligence (XAI) is an increasingly important field of research required to bring AI to the next level in real-world applications. Global sensitivity analysis (GSA) methods play an important role in XAI, as they can provide a

Externí odkaz: https://doaj.org/article/912602b853f048eea9e8c199e54528ad

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Queues with random back-offs

Autor: Sem Borst, J.S.H. van Leeuwaarden, Niek Bouman, Onno Boxma

Publikováno v: Queueing Systems: Theory and Applications, 77(1), 33-74. Springer

We consider a broad class of queueing models with random state-dependent vacation periods, which arise in the analysis of queue-based back-off algorithms in wireless random-access networks. In contrast to conventional models, the vacation periods may

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::77f3f93ea3640bf538b209cea6e0b801
https://research.tue.nl/en/publications/9fda20fe-5596-4025-a722-3d103b9d4ca1

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Delay performance in random-access networks

Autor: Niek Bouman, Sem Borst, Johan S. Leeuwaarden

Publikováno v: Queueing Systems: Theory and Applications, 77(2), 211-242. Springer

We explore the achievable delay performance in wireless random-access networks. While relatively simple and inherently distributed in nature, suitably designed queue-based random-access schemes provide the striking capability to match the optimal thr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3d849f8334d964a6ecded97e524c82ae
https://doi.org/10.1007/s11134-014-9408-8

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Lingering issues in distributed scheduling

Autor: Sem Borst, Florian Simatos, Niek Bouman

Publikováno v: Queueing Systems: Theory and Applications, 77(2), 243-273. Springer
SIGMETRICS
ACM Sigmetrics International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS'13, Pittsburgh PA, USA, June 17-21, 2013), 141-152
STARTPAGE=141;ENDPAGE=152;TITLE=ACM Sigmetrics International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS'13, Pittsburgh PA, USA, June 17-21, 2013)

Recent advances have resulted in queue-based algorithms for medium access control which operate in a distributed fashion, and yet achieve the optimal throughput performance of centralized scheduling algorithms. However, fundamental performance bounds

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::87851d7b05997e4c665f43193017b56a
https://doi.org/10.1145/2494232.2465758

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Energy minimization of repelling particles on a toric grid

Autor: Jan Draisma, Jsh Johan van Leeuwaarden, Niek Bouman

Publikováno v: SIAM Journal on Discrete Mathematics, 27(3), 1295-1312. Society for Industrial and Applied Mathematics (SIAM)

We explore the minimum energy configurations of repelling particles distributed over $n$ possible locations forming a toric grid. We conjecture that the most energy-efficient way to distribute $n/2$ particles over this space is to place them in a che

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4b8131172a51460ced622388f2744726
https://research.tue.nl/en/publications/535b4763-fef1-43a9-959c-a5a82c3917fc

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Delay performance of backlog based random access

Autor: Niek Bouman, Sem Borst, J.S.H. van Leeuwaarden

Publikováno v: IFIP PERFORMANCE 2011 (29th International Symposium on Computer Performance, Modeling, Measurement and Evaluation, Amsterdam, The Netherlands, October 18-20, 2011. Proceedings), 32-34
STARTPAGE=32;ENDPAGE=34;TITLE=IFIP PERFORMANCE 2011 (29th International Symposium on Computer Performance, Modeling, Measurement and Evaluation, Amsterdam, The Netherlands, October 18-20, 2011. Proceedings)

Backlog-based CSMA strategies provide a popular mechanism for distributed medium access control in wireless networks. When suitably designed, such strategies offer the striking capability to match the optimal throughput performance of centralized sch

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d8c11ffc43eb462d3c3a1d647e3855e6
https://doi.org/10.1145/2034832.2034839

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Delays and mixing times in random-access networks

Autor: Sem Borst, Johan S. H. van Leeuwaarden, Niek Bouman

Publikováno v: ACM Sigmetrics International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS'13, Pittsburgh PA, USA, June 17-21, 2013), 117-128
STARTPAGE=117;ENDPAGE=128;TITLE=ACM Sigmetrics International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS'13, Pittsburgh PA, USA, June 17-21, 2013)
SIGMETRICS

We explore the achievable delay performance in wireless random-access networks. While relatively simple and inherently distributed in nature, suitably designed backlog-based random-access schemes provide the striking capability to match the optimal t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d82359a9db508727593adbbec4b904c8
https://research.tue.nl/nl/publications/a96e494b-34d7-40c3-bf3e-b604b7d92468

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Achievable delay performance in CSMA networks

Autor: Sem Borst, Niek Bouman, Johan S. H. van Leeuwaarden

Publikováno v: 49th Allerton Conference on Communication, Control and Computing (Monticello IL, USA, September 28-30, 2011), 384-391
STARTPAGE=384;ENDPAGE=391;TITLE=49th Allerton Conference on Communication, Control and Computing (Monticello IL, USA, September 28-30, 2011)
Allerton

We explore the achievable delay performance in wireless CSMA networks. While relatively simple and inherently distributed in nature, suitably designed backlog-based CSMA schemes provide the striking capability to match the optimal throughput performa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e00342e7523c326aadd6107d58e2149f
https://research.tue.nl/nl/publications/c498df73-f02c-4e94-9f48-b4d9c49acf8b

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