KP
Kristiaan Pelckmans
cs.LGcs.SYeess.SYmath.OCstat.MLBlind source separationcs.DCEELSAllometryastro-ph.EP
On Valency
published · living versionsW_nbf2f935·v1 · currentpublished
Launching the VASCO citizen science project
with Beatriz Villarroel, Enrique Solano, Mikael Laaksoharju, Abel Souza +23
1 version
Preprints & journals
25 papers in the corpus · 2007–2025Design, Development and Testing of a Conformal 60 GHz Active Repeater for High Energy Physics Applications2503.18735v1 · Imran Aziz, Yasin Alekajbaf, Dragos Dancila et al.2025 · 0 citationsarXiv
A HPC Co-Scheduler with Reinforcement Learning2401.09706v1 · Abel Souza, Kristiaan Pelckmans, Johan Tordsson2024 · 11 citationsJob Scheduling Strategies for Parallel Processing: 24th International Workshop, JSSPP 2021, Virtual Event, May 21, 2021, Revised Selected Papers 24
ASA -- The Adaptive Scheduling Algorithm2401.09733v1 · Abel Souza, Kristiaan Pelckmans, Devarshi Ghoshal et al.2024 · 0 citationsarXiv
Evolution of schooling drives changes in neuroanatomy and motion characteristics across predation contexts in guppies.37758730 · Corral-Lopez, Alberto, Kotrschal, Alexander, Szorkovszky, Alexander et al.2023 · 9 citationsNature communications. 2023;14(1):6027
Detecting Suspicious Events in Fast Information Flows2101.02424v1 · Kristiaan Pelckmans, Moustafa Aboushady, Andreas Brosemyr2021 · 0 citationsarXiv
Rapid evolution of coordinated and collective movement in response to artificial selection.33268362 · Kotrschal, Alexander, Szorkovszky, Alexander, Herbert-Read, James et al.2022 · 38 citationsScience advances. 2020;6(49)
Launching the VASCO citizen science project2009.10813v4 · Beatriz Villarroel, Kristiaan Pelckmans, Enrique Solano et al.2020 · 2 citationsUniverse, 2022, vol. 8, issue 11, p. 561on Valency
Longitudinal Support Vector Machines for High Dimensional Time Series2002.09763v1 · Kristiaan Pelckmans, Hong-Li Zeng2020 · 0 citationsarXiv
APTER: Aggregated Prognosis Through Exponential Reweighting2002.08731v1 · Kristiaan Pelckmans, Liu Yang2020 · 0 citationsarXiv
Identifying reionization-epoch galaxies with extreme levels of Lyman continuum leakage in James Webb Space Telescope surveys1903.01483v2 · Sambit K. Giri, Erik Zackrisson, Christian Binggeli et al.2019 · 7 citationsarXiv
Brain size does not impact shoaling dynamics in unfamiliar groups of guppies (Poecilia reticulata).29248747 · Kotrschal, Alexander, Szorkovszky, Alexander, Romenskyy, Maksym et al.2018 · 14 citationsBehavioural processes. 2018;147:13-20
Evolution of brain region volumes during artificial selection for relative brain size.28986929 · Kotrschal, Alexander, Zeng, Hong-Li, van der Bijl, Wouter et al.2018 · 42 citationsEvolution; international journal of organic evolution. 2017;71(12):2942-2951
FADO: A Deterministic Detection/Learning Algorithm1711.02361v1 · Kristiaan Pelckmans2017 · 2 citationsarXiv
Unmixing hyperspectral data by using signal subspace sampling.28711769 · Spiegelberg, Jakob, Muto, Shunsuke, Ohtsuka, Masahiro et al.2018 · 14 citationsUltramicroscopy. 2017;182:205-211
Tensor decompositions for the analysis of atomic resolution electron energy loss spectra.28110262 · Spiegelberg, Jakob, Rusz, Ján, Pelckmans, Kristiaan2018 · 14 citationsUltramicroscopy. 2017;175:36-45
Analysis of electron energy loss spectroscopy data using geometric extraction methods.28012371 · Spiegelberg, Jakob, Rusz, Ján, Thersleff, Thomas et al.2018 · 14 citationsUltramicroscopy. 2017;174:14-26
Worst-case Prediction Performance Analysis of the Kalman Filter1611.02050v2 · Sholeh Yasini, Kristiaan Pelckmans2016 · 16 citationsarXiv
An efficient method for sorting and selecting for social behaviour1602.05833v2 · Alex Szorkovszky, Alexander Kotrschal, James E. Herbert Read et al.2016 · 1 citationarXiv
On the Randomized Kaczmarz Algorithm1402.2863v1 · Liang Dai, Mojtaba Soltanalian, Kristiaan Pelckmans2014 · 32 citationsarXiv
Sparse Estimation From Noisy Observations of an Overdetermined Linear System1402.2864v2 · Liang Dai, Kristiaan Pelckmans2014 · 3 citationsarXiv
On the Nuclear Norm heuristic for a Hankel matrix Recovery Problem1207.4420v4 · Liang Dai, Kristiaan Pelckmans2012 · 0 citationsarXiv
Support vector methods for survival analysis: a comparison between ranking and regression approaches.21821401 · Van Belle, Vanya, Pelckmans, Kristiaan, Van Huffel, Sabine et al.2012 · 209 citationsArtificial intelligence in medicine. 2011;53(2):107-18
MINLIP for the Identification of Monotone Wiener Systems1006.4832v1 · Kristiaan Pelckmans2010 · 29 citationsarXiv
Statistical approach of assessing the reliability of glucose sensors: the GLYCENSIT procedure.19885283 · Herpe, Tom Van, Pelckmans, Kristiaan, Brabanter, Jos De et al.2009 · 6 citationsJournal of diabetes science and technology. 2008;2(6):939-47
Support and Quantile Tubescs/0703055v1 · Kristiaan Pelckmans, Jos De Brabanter, Johan A.K. Suykens et al.2007 · 2 citationsarXiv
Career total: 167 works. 25 are in this corpus.
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