Kristiaan Pelckmans

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All published works

Action	Title	Year	Authors
+	ASA -- The Adaptive Scheduling Algorithm	2024	Abel Souza Kristiaan Pelckmans Devarshi Ghoshal Lavanya Ramakrishnan Johan Tordsson
+ PDF Chat	Launching the VASCO Citizen Science Project	2022	Beatriz Villarroel Kristiaan Pelckmans E. Solano Mikael Laaksoharju Abel Souza Onyeuwaoma Nnaemeka Dom Khaoula Laggoune J. Mimouni Hichem Guergouri Lars Mattsson
+	Detecting Suspicious Events in Fast Information Flows.	2021	Kristiaan Pelckmans Moustafa Aboushady Andreas Brosemyr
+ PDF Chat	A HPC Co-scheduler with Reinforcement Learning	2021	Abel Souza Kristiaan Pelckmans Johan Tordsson
+	Detecting Suspicious Events in Fast Information Flows	2021	Kristiaan Pelckmans Moustafa Aboushady Andreas Brosemyr
+	Launching the VASCO citizen science project	2020	Beatriz Villarroel Kristiaan Pelckmans E. Solano Mikael Laaksoharju Abel Souza Onyeuwaoma Nnaemeka Dom Khaoula Laggoune J. Mimouni Lars Mattsson Johan Soodla
+	APTER: Aggregated Prognosis Through Exponential Reweighting	2020	Kristiaan Pelckmans Liu Yang
+	Longitudinal Support Vector Machines for High Dimensional Time Series	2020	Kristiaan Pelckmans Hong-Li Zeng
+	Launching the VASCO citizen science project	2020	Beatriz Villarroel Kristiaan Pelckmans E. Solano Mikael Laaksoharju Abel Souza Onyeuwaoma Nnaemeka Dom Khaoula Laggoune J. Mimouni Lars Mattsson Johan Soodla
+ PDF Chat	The Vanishing and Appearing Sources during a Century of Observations Project. I. USNO Objects Missing in Modern Sky Surveys and Follow-up Observations of a “Missing Star”	2019	Beatriz Villarroel Johan Soodla Sébastien Comerón Lars Mattsson Kristiaan Pelckmans M. López‐Corredoira K. Krisciunas Eduardo Guerras O. Kochukhov Josefine Bergstedt
+ PDF Chat	Identifying reionization-epoch galaxies with extreme levels of Lyman continuum leakage in James Webb Space Telescope surveys	2019	Sambit K. Giri Erik Zackrisson Christian Binggeli Kristiaan Pelckmans Rubén Cubo
+ PDF Chat	APTER: Aggregated Prognosis Through Exponential Re-weighting	2019	Liu Yang Kristiaan Pelckmans
+ PDF Chat	Lyman continuum leakage versus quenching with the James Webb Space Telescope: the spectral signatures of quenched star formation activity in reionization-epoch galaxies	2018	Christian Binggeli Erik Zackrisson Kristiaan Pelckmans Rubén Cubo Hannes Jensen Ikko Shimizu
+	FADO: A Deterministic Detection/Learning Algorithm.	2017	Kristiaan Pelckmans
+ PDF Chat	Worst-Case Prediction Performance Analysis of the Kalman Filter	2017	Sholeh Yasini Kristiaan Pelckmans
+	Data from: Evolution of brain region volumes during artificial selection for relative brain size	2017	Alexander Kotrschal Zeng Hong-Li van der Bijl Wouter Oehman-Mägi Caroline Kotrschal Kurt Kristiaan Pelckmans Kolm Niclas
+	Tensor decompositions for the analysis of atomic resolution electron energy loss spectra	2017	Jakob Spiegelberg Ján Rusz Kristiaan Pelckmans
+	FADO: A Deterministic Detection/Learning Algorithm	2017	Kristiaan Pelckmans
+	Worst-case Prediction Performance Analysis of the Kalman Filter	2016	Sholeh Yasini Kristiaan Pelckmans
+ PDF Chat	A MACHINE-LEARNING APPROACH TO MEASURING THE ESCAPE OF IONIZING RADIATION FROM GALAXIES IN THE REIONIZATION EPOCH	2016	Hannes Jensen Erik Zackrisson Kristiaan Pelckmans Christian Binggeli Kristiina Ausmees Ulrika Lundholm
+	An efficient method for sorting and selecting for social behaviour	2016	Alex Szorkovszky Alexander Kotrschal James E. Herbert‐Read David J. T. Sumpter Niclas Kolm Kristiaan Pelckmans
+	Worst-case Prediction Performance Analysis of the Kalman Filter	2016	Sholeh Yasini Kristiaan Pelckmans
+ PDF Chat	On the nuclear norm heuristic for a Hankel matrix completion problem	2014	Liang Dai Kristiaan Pelckmans
+ PDF Chat	Sparse estimation from noisy observations of an overdetermined linear system	2014	Liang Dai Kristiaan Pelckmans
+ PDF Chat	Asymmetric <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si55.gif" display="inline" overflow="scroll"><mml:mi>ν</mml:mi></mml:math>-tube support vector regression	2014	Xiaolin Huang Лей Ши Kristiaan Pelckmans Johan A. K. Suykens
+ PDF Chat	On the Randomized Kaczmarz Algorithm	2014	Liang Dai Mojtaba Soltanalian Kristiaan Pelckmans
+ PDF Chat	Machine Learning Approaches to Survival Analysis: Case Studies in Microarray for Breast Cancer	2014	Yang Liu Kristiaan Pelckmans
+	Sparse Estimation From Noisy Observations of an Overdetermined Linear System	2014	Liang Dai Kristiaan Pelckmans
+	On the Nuclear Norm heuristic for a Hankel matrix Recovery Problem	2012	Liang Dai Kristiaan Pelckmans
+ PDF Chat	MINLIP for the identification of monotone Wiener systems	2011	Kristiaan Pelckmans
+	Support vector methods for survival analysis: a comparison between ranking and regression approaches	2011	Vanya Van Belle Kristiaan Pelckmans Sabine Van Huffel Johan A. K. Suykens
+	Learning Transformation Models for Ranking and Survival Analysis	2011	Vanya Van Belle Kristiaan Pelckmans Johan A. K. Suykens Sabine Van Huffel
+ PDF Chat	Improved performance on high-dimensional survival data by application of Survival-SVM	2010	V. Van Belle Kristiaan Pelckmans Sabine Van Huffel Johan A. K. Suykens
+	MINLIP for the Identification of Monotone Wiener Systems	2010	Kristiaan Pelckmans
+	On Robustness in Kernel Based Regression	2010	Kris De Brabanter Peter Karsmakers Jos De Brabanter Kristiaan Pelckmans Johan A. K. Suykens Bart De Moor
+	MINLIP for the Identification of Monotone Wiener Systems	2010	Kristiaan Pelckmans
+	On the use of a clinical kernel in survival analysis	2010	Vanya Van Belle Kristiaan Pelckmans Johan A. K. Suykens Sabine Van Huffel
+	Additive survival least‐squares support vector machines	2009	V. Van Belle Kristiaan Pelckmans Johan A. K. Suykens Sabine Van Huffel
+	Linear Systems, Sparse Solutions, and Sudoku	2009	Prabhu Babu Kristiaan Pelckmans Petre Stoica Jian Li
+	Least Conservative Support and Tolerance Tubes	2009	Kristiaan Pelckmans Jos De Brabanter Johan A. K. Suykens Bart De Moor
+	Robustness of Kernel Based Regression: A Comparison of Iterative Weighting Schemes	2009	Kris De Brabanter Kristiaan Pelckmans Jos De Brabanter Michiel Debruyne Johan A. K. Suykens Mia Hubert Bart De Moor
+	MINLIP: Efficient Learning of Transformation Models	2009	Vanya Van Belle Kristiaan Pelckmans Johan A. K. Suykens Sabine Van Huffel
+	Quadratically Constrained Quadratic Programming for Subspace Selection in Kernel Regression Estimation	2008	Marco Signoretto Kristiaan Pelckmans Johan A. K. Suykens
+	Functional ANOVA Models: Convex-concave approach and concurvity analysis	2008	Marco Signoretto Kristiaan Pelckmans Johan A. K. Suykens
+	Survival SVM: a Practical Scalable Algorithm	2008	Vanya Van Belle Kristiaan Pelckmans Johan A. K. Suykens Sabine Van Huffel
+	Support and Quantile Tubes	2007	Kristiaan Pelckmans Jos De Brabanter Johan A. K. Suykens Bart De Moor
+	Nonparametric comparison of signals based on statistiscal bootstrap techniques	2006	Joseph De Brabanter Kristiaan Pelckmans Johan A. K. Suykens Philippe Saey Gilbert Verhiest Bart De Moor
+ PDF Chat	Additive Regularization Trade-Off: Fusion of Training and Validation Levels in Kernel Methods	2006	Kristiaan Pelckmans Johan A. K. Suykens Bart De Moor
+	GENERALIZED LIKELIHOOD RATIO STATISTICS BASED ON BOOTSTRAP TECHNIQUES FOR AUTOREGRESSIVE MODELS	2006	Jos De Brabanter Kristiaan Pelckmans Johan A. K. Suykens Bart De Moor
+	Nonparametric Comparison of Signals Based on Statistical Bootstrap Techniques	2006	Joseph De Brabanter Kristiaan Pelckmans Johan A. K. Suykens Bart De Moor
+	Primal-Dual Monotone Kernel Regression	2005	Kristiaan Pelckmans M. Espinoza Jos De Brabanter Johan A. K. Suykens Bart De Moor
+	The differogram: Non-parametric noise variance estimation and its use for model selection	2005	Kristiaan Pelckmans Jos De Brabanter Johan A. K. Suykens Bart De Moor
+	Handling missing values in support vector machine classifiers	2005	Kristiaan Pelckmans Jos De Brabanter Johan A. K. Suykens Bart De Moor
+	Componentwise Least Squares Support Vector Machines	2005	Kristiaan Pelckmans Ivan Goethals Jos De Brabanter Johan A. K. Suykens Bart De Moor
+	Prediction Intervals for NAR Model Structures Using a Bootstrap Method	2005	Joseph De Brabanter Kristiaan Pelckmans Johan A. K. Suykens Bart De Moor
+	Componentwise Least Squares Support Vector Machines	2005	Kristiaan Pelckmans Ivan Goethals Jos De Brabanter Johan A. K. Suykens Bart De Moor
+	Robust complexity criteria for nonlinear regression in NARX models	2003	Jos De Brabanter Kristiaan Pelckmans Johan A. K. Suykens Bart De Moor Joos Vandewalle
+	Robust Cross-Validation Score Function for Non-linear Function Estimation	2002	Jos De Brabanter Kristiaan Pelckmans Johan A. K. Suykens Joos Vandewalle
+	Robust cross-validation score function for non-linear function estimation	2002	Jos De Brabanter Kristiaan Pelckmans Johan A. K. Suykens Joos Vandewalle

Common Coauthors

Coauthor	Papers Together
Johan A. K. Suykens	27
Jos De Brabanter	13
Bart De Moor	13
Sabine Van Huffel	7
Abel Souza	5
Vanya Van Belle	5
Lars Mattsson	4
Liang Dai	4
Beatriz Villarroel	4
Joseph De Brabanter	3
Bart Buelens	3
Mikael Laaksoharju	3
J. Mimouni	3
Rubén Cubo	3
M. J. Ward	3
M. Prieto	3
E. Solano	3
Christian Binggeli	3
Alok C. Gupta	3
Johan Soodla	3
Erik Zackrisson	3
Sholeh Yasini	3
Sébastien Comerón	3
Rudolf E. Bär	3
Onyeuwaoma Nnaemeka Dom	3
Khaoula Laggoune	3
Josefine Bergstedt	3
Joos Vandewalle	3
Rubby Aworka	2
V. Van Belle	2
Liu Yang	2
Hannes Jensen	2
Bart De Moor	2
Marco Signoretto	2
Andreas Brosemyr	2
Johan Tordsson	2
J. Emilio Enriquez	2
Kris De Brabanter	2
Diego Castillo	2
Ivan Goethals	2
Rafael S. de Souza	2
Moustafa Aboushady	2
M. E. Shultz	2
Alexander Kotrschal	2
Dismas Simiyu Wamalwa	2
Geoffrey W. Marcy	2
Stefan Geier	2
Aurora Lago García	1
Petre Stoica	1
M. López‐Corredoira	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	The Elements of Statistical Learning	2001	Trevor Hastie J. Friedman Robert Tibshirani	9
+	Learning Transformation Models for Ranking and Survival Analysis	2011	Vanya Van Belle Kristiaan Pelckmans Johan A. K. Suykens Sabine Van Huffel	8
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	7
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	7
+	Large Margin Rank Boundaries for Ordinal Regression	2000	Ralf Herbrich Thore Graepel Klaus Obermayer	6
+	Robust Regression and Outlier Detection	1989	Gregory F. Piepel Peter J. Rousseeuw Annick M. Leroy	5
+	Componentwise Least Squares Support Vector Machines	2005	Kristiaan Pelckmans Ivan Goethals Jos De Brabanter Johan A. K. Suykens Bart De Moor	5
+ PDF Chat	Robust Estimation of a Location Parameter	1964	Peter J. Huber	5
+ PDF Chat	Cross‐validated Cox regression on microarray gene expression data	2005	Hans C. van Houwelingen Tako J. Bruinsma Augustinus A. M. Hart Laura J. van’t Veer Lodewyk F.A. Wessels	5
+	THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL	1997	Robert Tibshirani	4
+	Survival SVM: a Practical Scalable Algorithm	2008	Vanya Van Belle Kristiaan Pelckmans Johan A. K. Suykens Sabine Van Huffel	4
+	<i>L</i><sub>1</sub> Penalized Estimation in the Cox Proportional Hazards Model	2009	Jelle J. Goeman	4
+ PDF Chat	Bootstrap Methods: Another Look at the Jackknife	1979	B. Efron	4
+	Modeling Survival Data: Extending the Cox Model	2000	Terry M. Therneau Patricia M. Grambsch	4
+	Spline Models for Observational Data.	1991	Hans‐Georg Müller Grace Wahba	4
+ PDF Chat	THE SPECTRAL EVOLUTION OF THE FIRST GALAXIES. I.<i>JAMES WEBB SPACE TELESCOPE</i>DETECTION LIMITS AND COLOR CRITERIA FOR POPULATION III GALAXIES	2011	Erik Zackrisson Claes-Erik Rydberg D. Schaerer Göran Östlin Manan Tuli	3
+	More Comments on<i>C<sub>p</sub></i>	1995	Cohn L. Mallows	3
+ PDF Chat	Predicted UV properties of very metal-poor starburst galaxies	2010	Anna Raiter D. Schaerer R. A. E. Fosbury	3
+ PDF Chat	THE SPECTRAL EVOLUTION OF THE FIRST GALAXIES. II. SPECTRAL SIGNATURES OF LYMAN CONTINUUM LEAKAGE FROM GALAXIES IN THE REIONIZATION EPOCH	2013	Erik Zackrisson Akio Inoue Hannes Jensen	3
+	Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties	2001	Jianqing Fan Runze Li	3
+	Predicting Survival Probabilities with Semiparametric Transformation Models	1997	Sen Cheng L. J. Wei Z. Ying	3
+ PDF Chat	Spectral population synthesis including massive binaries	2009	J. J. Eldridge E. R. Stanway	3
+	Wiley Series in Probability and Statistics	2007		3
+	Regression modelling strategies for improved prognostic prediction	1984	Frank E. Harrell Kerry L. Lee Robert M. Califf David B. Pryor Robert A. Rosati	3
+ PDF Chat	COSMIC REIONIZATION ON COMPUTERS. I. DESIGN AND CALIBRATION OF SIMULATIONS	2014	Nickolay Y. Gnedin	3
+ PDF Chat	Concordance probability and discriminatory power in proportional hazards regression	2005	Mithat Gönen Glenn Heller	3
+ PDF Chat	HUBBLE IMAGING OF THE IONIZING RADIATION FROM A STAR-FORMING GALAXY AT Z = 3.2 WITH *	2016	E. Vanzella S. C. C. Barros Kaveh Vasei Anahita Alavi Mauro Giavalisco Brian Siana A. Grazian G. Hasinger Hyewon Suh N. Cappelluti	3
+ PDF Chat	Eight per cent leakage of Lyman continuum photons from a compact, star-forming dwarf galaxy	2016	Y. I. Izotov Ivana Orlitová D. Schaerer T. X. Thuan Anne Verhamme N. G. Guseva G. Worseck	3
+	Robust Regression and Outlier Detection	1987	Peter J. Rousseeuw Annick M. Leroy	3
+	Applied nonparametric regression	1991	Wolfgang Karl Härdle	3
+ PDF Chat	COSMIC REIONIZATION ON COMPUTERS. II. REIONIZATION HISTORY AND ITS BACK-REACTION ON EARLY GALAXIES	2014	Nickolay Y. Gnedin Alexander A. Kaurov	3
+ PDF Chat	Flexible smoothing with B-splines and penalties	1996	Paul H.C. Eilers Brian D. Marx	3
+ PDF Chat	KECK SPECTROSCOPY OF GRAVITATIONALLY LENSED<i>z</i>≃ 4 GALAXIES: IMPROVED CONSTRAINTS ON THE ESCAPE FRACTION OF IONIZING PHOTONS	2013	Tucker Jones Richard S. Ellis Matthew A. Schenker Daniel P. Stark	3
+	Feed forward neural networks for the analysis of censored survival data: a partial logistic regression approach	1998	Elia Biganzoli Patrizia Boracchi Luigi Mariani Ettore Marubini	3
+	Cross-Validatory Choice and Assessment of Statistical Predictions	1974	M. Stone	3
+	Regression Models in Clinical Studies: Determining Relationships Between Predictors and Response	1988	F. E. Harre K. L. Lee Bruce G. Pollock	3
+	Statistical Predictor Identification	1998	Hirotugu Akaike	3
+ PDF Chat	Sure Independence Screening for Ultrahigh Dimensional Feature Space	2008	Jianqing Fan Jinchi Lv	3
+ PDF Chat	A General Qualitative Definition of Robustness	1971	Frank R. Hampel	2
+ PDF Chat	The Dantzig Selector in Cox's Proportional Hazards Model	2010	Anestis Antoniadis Piotr Fryźlewicz Frédérique Letué	2
+	MINLIP: Efficient Learning of Transformation Models	2009	Vanya Van Belle Kristiaan Pelckmans Johan A. K. Suykens Sabine Van Huffel	2
+ PDF Chat	Spectroscopic detection of C iv λ1548 in a galaxy at<i>z</i> = 7.045: implications for the ionizing spectra of reionization-era galaxies	2015	Daniel P. Stark Gregory Walth S. Charlot Benjamin Clément Anna Feltre Julia Gutkin Johan Richard Ramesh Mainali Brant Robertson Brian Siana	2
+	Ranking and Scoring Using Empirical Risk Minimization	2005	Stéphan Clémençon Gábor Lugosi Nicolas Vayatis	2
+	Modeling Survival Data.	2011	Edward L. Melnick	2
+	Adapting to Unknown Smoothness via Wavelet Shrinkage	1995	David L. Donoho Iain M. Johnstone	2
+	Support Vector Regression for Censored Data (SVRc): A Novel Tool for Survival Analysis	2008	Faisal M. Khan Valentina Bayer Zubek	2
+ PDF Chat	An updated analytic model for attenuation by the intergalactic medium	2014	Akio Inoue Ikkoh Shimizu Ikuru Iwata Masayuki Tanaka	2
+	Residual variance and residual pattern in nonlinear regression	1986	Théo Gasser Lothar Sroka Christine Jennen-Steinmetz	2
+	Sparse estimation based on a validation criterion	2011	Cristian R. Rojas Håkan Hjalmarsson	2
+	Uncertainties for recursive estimators in nonlinear state-space models, with applications to epidemiology	1995	J.L. Maryak James C. Spall Geoffrey L. Silberman	2