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Discord Stateoftheart AI
GitHub

Publications

98

Cited by

6409

Soeren Sonnenburg

machine learningcomputational biologytraffic
Max Planck Society

Germany

Papers and Citations

1 - 50
Large scale multiple kernel learning
2006
Bernhard Schölkopf
Christin Sch�fer
Soeren Sonnenburg
+1
Cited by 1599
Support vector machines and kernels for computational biology
2008
Bernhard Schölkopf
Gunnar Rätsch
Soeren Sonnenburg
+2
Cited by 606
l-Norm Multiple Kernel Learning
2011
A Zien
Ulf Brefeld
Marius Kloft
+1
Cited by 400
The SHOGUN machine learning toolbox
2010
Gunnar Rätsch
Christian Widmer
Alexander Binder
+7
Cited by 337
Efficient and accurate lp-norm multiple kernel learning
2009
Klaus-Robert Müller
Pavel Laskov
Marius Kloft
+3
Cited by 308
Accurate splice site prediction using support vector machines
2007
Jonas Behr
Soeren Sonnenburg
Gunnar Rätsch
+2
Cited by 220
A general and efficient multiple kernel learning algorithm
2006
Gunnar Rätsch
Christin Sch�fer
Soeren Sonnenburg
Cited by 209
The need for open source software in machine learning
2007
Fernando Pereira
Yann LeCun
Klaus-Robert Müller
+13
Cited by 201
A new discriminative kernel from probabilistic models
2002
Gunnar Rätsch
Koji Tsuda
Soeren Sonnenburg
+2
Cited by 195
Optimized cutting plane algorithm for support vector machines
2008
Soeren Sonnenburg
Vojtech Franc
Cited by 172
ARTS: accurate recognition of transcription starts in human
2006
Gunnar Rätsch
Soeren Sonnenburg
A Zien
Cited by 164
Non-sparse multiple kernel learning
2008
Ulf Brefeld
Soeren Sonnenburg
Marius Kloft
+1
Cited by 118
mGene: accurate SVM-based gene finding with an application to nematode genomes
2009
Gunnar Rätsch
Georg Zeller
Jonas Behr
+10
Cited by 108
MultiBoost: a multi-purpose boosting package
2012
François-David Collin
Norman Casagrande
Djalel Benbouzid
+3
Cited by 98
Improving the Caenorhabditis elegans genome annotation using machine learning
2007
Bernhard Schölkopf
Soeren Sonnenburg
Jagan Srinivasan
+4
Cited by 98
COFFIN: A Computational Framework for Linear SVMs.
2010
Soeren Sonnenburg
Vojtech Franc
Cited by 92
New methods for splice site recognition
2002
Klaus-Robert Müller
Gunnar Rätsch
Soeren Sonnenburg
+1
Cited by 92
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization.
2009
Soeren Sonnenburg
Vojtech Franc
Cited by 91
POIMs: positional oligomer importance matrices—understanding support vector machine-based signal detectors
2008
Soeren Sonnenburg
Gunnar Rätsch
A Zien
+1
Cited by 82
Learning interpretable SVMs for biological sequence classification
2006
Christin Sch�fer
Gunnar Rätsch
Soeren Sonnenburg
Cited by 74
Large scale genomic sequence SVM classifiers
2005
Soeren Sonnenburg
Gunnar Rätsch
Bernhard Schölkopf
Cited by 66
Large scale learning with string kernels
2007
Gunnar Rätsch
Konrad Rieck
Soeren Sonnenburg
Cited by 65
The feature importance ranking measure
2009
Dr. Nicole Kr�mer
Gunnar Rätsch
Soeren Sonnenburg
+1
Cited by 57
Variable Sparsity Kernel Learning.
2011
Chiranjib Bhattacharyya
J. Saketha Nath
Soeren Sonnenburg
+3
Cited by 55
Non-sparse regularization and efficient training with multiple kernels
2010
Alexander Zien
Soeren Sonnenburg
Marius Kloft
+2
Cited by 33
Hierarchical Multitask Structured Output Learning for Large-scale Sequence Segmentation.
2011
Soeren Sonnenburg
Nico Goernitz
Andre Kahles
+2
Cited by 32
Hierarchical multitask structured output learning for large-scale sequence segmentation
2011
Andre Kahles
Georg Zeller
Gunnar Rätsch
+3
Cited by 31
Combining multiple hypothesis testing with machine learning increases the statistical power of genome-wide association studies
2016
Gilles Blanchard
Bettina Mieth
Marius Kloft
+11
Cited by 31
Cutting plane methods in machine learning
2011
Vojtech Franc
Tomáš Werner
Soeren Sonnenburg
Cited by 20
Computation of similarity measures for sequential data using generalized suffix trees
2007
Pavel Laskov
Konrad Rieck
Soeren Sonnenburg
Cited by 18
Machine learning for genomic sequence analysis
2009
Soeren Sonnenburg
Cited by 11
Non-sparse regularization for multiple kernel learning
2010
Ulf Brefeld
Soeren Sonnenburg
Marius Kloft
+1
Cited by 9
A scatter-based prototype framework and multi-class extension of support vector machines
2012
A Zien
Soeren Sonnenburg
Robert Jenssen
+2
Cited by 9
Computing positional oligomer importance matrices (POIMs)
2007
P Philips
A Zien
Soeren Sonnenburg
Cited by 7
mTim: rapid and accurate transcript reconstruction from RNA-Seq data
2013
Pramod Kaushik Mudrakarta
Andre Kahles
Soeren Sonnenburg
+4
Cited by 4
A Multi-Class Support Vector Machine based on Scatter Criteria
2009
A Zien
Soeren Sonnenburg
Marius Kloft
+2
Cited by 3
Comparing sparse and non-sparse multiple kernel learning
2009
A Zien
Ulf Brefeld
Marius Kloft
+1
Cited by 2
POIMs: Positional Oligomer Importance Matrices
2007
A Zien
P Philips
Soeren Sonnenburg
+1
Cited by 1
A new scatter-based multi-class support vector machine
2011
A Zien
Robert Jenssen
Marius Kloft
+2
Cited by 1
Maschinelles Lernen zur Genom-Sequenzanalyse
2009
Soeren Sonnenburg
Cited by
Non-Sparse Regularization with Multiple Kernels
2010
A Zien
Ulf Brefeld
Marius Kloft
+1
Cited by
d3-kebidanan. 1hehe. com 17 Hours Information Services
S Lisitsyn
Soeren Sonnenburg
Gunnar Rätsch
+1
Cited by
kelas-karyawan-internasional-unfari. programperkuliahankaryawan. com Layanan Informasi 17 Jam
S Lisitsyn
Heiko Strathmann
Soeren Sonnenburg
+1
Cited by
SHOGUN-A Large Scale Machine Learning Toolbox
F De Bona
Soeren Sonnenburg
Gunnar Rätsch
Cited by
sma-muhammadiyah-7-sawangan. untag. net Layanan Informasi 17 Jam
S Lisitsyn
Gunnar Rätsch
Heiko Strathmann
+1
Cited by
informatics-lessons. lukisan. web. id Layanan Informasi 17 Jam
S Lisitsyn
Soeren Sonnenburg
Gunnar Rätsch
+1
Cited by
kelas-karyawan-stmikmj. kuliah-karyawan. org Layanan Informasi 17 Jam
S Lisitsyn
Gunnar Rätsch
Heiko Strathmann
+1
Cited by
mTIM: A Margin-based Transcript Identification Method
Nico Gornitz
Pramod Madrukarta
Jonas Behr
+4
Cited by
komputer-grafik-ecp. jurnal-pertanian-peternakan. com Layanan Informasi 17 Jam
S Lisitsyn
Gunnar Rätsch
Heiko Strathmann
+1
Cited by
pasir. doktor. web. id 17 Hours Information Services
S Lisitsyn
Gunnar Rätsch
Heiko Strathmann
+1
Cited by