S. Van Huffel

Artificial Intelligence · 2000–2018

A researcher in the Science corpus: 20 papers; trusts 53 researchers and is trusted by 22 researchers here, as inferred from the citation graph.

Subfields

Artificial Intelligence — 56 citations into it; #19,050 of 35,345 by trust here, #20,836 by citations
Signal Processing — 40 citations into it; #3,704 of 7,572 by trust here, #2,990 by citations
Computational Mathematics — 34 citations into it; #209 of 612 by trust here, #180 by citations
Statistics and Probability — 33 citations into it; #6,269 of 12,932 by trust here, #8,279 by citations
Computational Theory and Mathematics — 27 citations into it; #11,395 of 12,182 by trust here, #4,199 by citations
Computer Vision and Pattern Recognition — 27 citations into it; #14,868 of 21,575 by trust here, #15,162 by citations
Computational Mechanics — 26 citations into it; #7,563 of 10,001 by trust here, #4,600 by citations
Control and Systems Engineering — 20 citations into it; #5,260 of 8,257 by trust here, #4,045 by citations

Whom S. Van Huffel trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

Who trusts S. Van Huffel overall

Papers from S. Van Huffel's perspective

Ordered by how strongly the researchers S. Van Huffel trusts endorse each paper. Same corpus, a different order for every researcher.

ImageNet classification with deep convolutional neural networks
The Elements of Statistical Learning
Gradient-based learning applied to document recognition
Support-Vector Networks
Neural Networks for Pattern Recognition
Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
Pattern Recognition and Machine Learning
Regression Shrinkage and Selection via the Lasso
The Nature of Statistical Learning Theory
Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)

Their papers

Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme (2011) — 137 citations
Differential-geometric Newton method for the best rank-(R1, R2, R3) approximation of tensors (2008) — 66 citations
Interval Coded Scoring Index with Interaction Effects - A Sensitivity Study (2016) — 4 citations
Risk group detection and survival function estimation for interval coded survival methods (2013) — 5 citations
Consistency of elementwise-weighted total least squares estimator in a multivariate errors-in-variables model AX=B (2004) — 73 citations
A tutorial on support vector machine-based methods for classification problems in chemometrics. (2010) — 315 citations
Interval Coded Scoring: a toolbox for interpretable scoring systems (2018) — 16 citations
Interval Coded Scoring extensions for larger problems (2017) — 6 citations
A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG (2015) — 314 citations
A Mathematical Model for Interpretable Clinical Decision Support with Applications in Gynecology (2012) — 39 citations
Source Separation From Single-Channel Recordings by Combining Empirical-Mode Decomposition and Independent Component Analysis (2010) — 379 citations
On the best low multilinear rank approximation of higher-order tensors (2010) — 35 citations
Overview of total least-squares methods (2007) — 879 citations
Comparing Analytical Decision Support Models Through Boolean Rule Extraction: A Case Study of Ovarian Tumour Malignancy (2007) — 11 citations
Canonical Correlation Analysis Applied to Remove Muscle Artifacts From the Electroencephalogram (2006) — 521 citations
Consistency of the structured total least squares estimator in a multivariate errors-in-variables model (2005) — 60 citations
On the equivalence between total least squares and maximum likelihood PCA (2005) — 57 citations
Preoperative prediction of malignancy of ovarian tumors using least squares support vector machines (2003) — 319 citations
Total Least Squares and Errors-in-Variables Modeling : Analysis, Algorithms and Applications (2002) — 121 citations
Bayesian networks in ovarian cancer diagnosis: potentials and limitations (2000) — 34 citations