Christian Igel

	2011
70		Matthias Tuma, Christian Igel: Improved Working Set Selection for LaRank. CAIP (1) 2011: 327-334
69		Jan Salmen, Lukas Caup, Christian Igel: Real-Time Estimation of Optical Flow Based on Optimized Haar Wavelet Features. EMO 2011: 448-461
68		Verena Heidrich-Meisner, Christian Igel: Non-linearly increasing resampling in racing algorithms. ESANN 2011
67		Asja Fischer, Christian Igel: Training RBMs based on the signs of the CD approximation of the log-likelihood derivatives. ESANN 2011
66		Tobias Friedrich, Karl Bringmann, Thomas Voß, Christian Igel: The logarithmic hypervolume indicator. FOGA 2011: 81-92
65		Johannes Stallkamp, Marc Schlipsing, Jan Salmen, Christian Igel: The German Traffic Sign Recognition Benchmark: A multi-class classification competition. IJCNN 2011: 1453-1460
64		Holger Blume, Bernd Bischl, Martin Botteck, Christian Igel, Rainer Martin, Günther Roetter, Günter Rudolph, Wolfgang M. Theimer, Igor Vatolkin, Claus Weihs: Huge Music Archives on Mobile Devices. IEEE Signal Process. Mag. 28(4): 24-39 (2011)
63		Asja Fischer, Christian Igel: Bounding the Bias of Contrastive Divergence Learning. Neural Computation 23(3): 664-673 (2011)
	2010
62		Thomas Voß, Nikolaus Hansen, Christian Igel: Improved step size adaptation for the MO-CMA-ES. GECCO 2010: 487-494
61		Thomas Voß, Tobias Friedrich, Karl Bringmann, Christian Igel: Scaling up indicator-based MOEAs by approximating the least hypervolume contributor: a preliminary study. GECCO (Companion) 2010: 1975-1978
60		Asja Fischer, Christian Igel: Empirical Analysis of the Divergence of Gibbs Sampling Based Learning Algorithms for Restricted Boltzmann Machines. ICANN (3) 2010: 208-217
59		Matthias Tuma, Christian Igel, Mark Prior: Hydroacoustic Signal Classification Using Kernel Functions for Variable Feature Sets. ICPR 2010: 1011-1014
58		Thomas Voß, Heike Trautmann, Christian Igel: New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization. PPSN (2) 2010: 260-269
57		Christian Igel: Evolutionary Kernel Learning. Encyclopedia of Machine Learning 2010: 369-373
56		Tobias Glasmachers, Christian Igel: Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with Multiple Parameters. IEEE Trans. Pattern Anal. Mach. Intell. 32(8): 1522-1528 (2010)
55		Benjamin Roeschies, Christian Igel: Structure optimization of reservoir networks. Logic Journal of the IGPL 18(5): 635-669 (2010)
54		Valentin Markounikau, Christian Igel, Amiram Grinvald, Dirk Jancke: A Dynamic Neural Field Model of Mesoscopic Cortical Activity Captured with Voltage-Sensitive Dye Imaging. PLoS Computational Biology 6(9): (2010)
53		Jan Salmen, Marc Schlipsing, Christian Igel: Efficient update of the covariance matrix inverse in iterated linear discriminant analysis. Pattern Recognition Letters 31(13): 1903-1907 (2010)
52		Rolf P. Würtz, Kirstie L. Bellman, Hartmut Schmeck, Christian Igel: Editorial: Special issue on organic computing. TAAS 5(3): (2010)
	2009
51		Thomas Voß, Nikolaus Hansen, Christian Igel: Recombination for Learning Strategy Parameters in the MO-CMA-ES. EMO 2009: 155-168
50		Verena Heidrich-Meisner, Christian Igel: Uncertainty handling CMA-ES for reinforcement learning. GECCO 2009: 1211-1218
49		Verena Heidrich-Meisner, Christian Igel: Hoeffding and Bernstein races for selecting policies in evolutionary direct policy search. ICML 2009: 51
48		Verena Heidrich-Meisner, Christian Igel: Neuroevolution strategies for episodic reinforcement learning. J. Algorithms 64(4): 152-168 (2009)
47		Thorsten Suttorp, Nikolaus Hansen, Christian Igel: Efficient covariance matrix update for variable metric evolution strategies. Machine Learning 75(2): 167-197 (2009)
	2008
46		Verena Heidrich-Meisner, Christian Igel: Similarities and differences between policy gradient methods and evolution strategies. ESANN 2008: 149-154
45		Thorsten Suttorp, Christian Igel: Approximation of Gaussian process regression models after training. ESANN 2008: 427-432
44		Verena Heidrich-Meisner, Christian Igel: Variable Metric Reinforcement Learning Methods Applied to the Noisy Mountain Car Problem. EWRL 2008: 136-150
43		Thomas Voß, Nicola Beume, Günter Rudolph, Christian Igel: Scalarization versus indicator-based selection in multi-objective CMA evolution strategies. IEEE Congress on Evolutionary Computation 2008: 3036-3043
42		Tobias Glasmachers, Christian Igel: Uncertainty Handling in Model Selection for Support Vector Machines. PPSN 2008: 185-194
41		Verena Heidrich-Meisner, Christian Igel: Evolution Strategies for Direct Policy Search. PPSN 2008: 428-437
40		Susanne Winter, Bernhard Brendel, Ioannis Pechlivanis, Kirsten Schmieder, Christian Igel: Registration of CT and Intraoperative 3-D Ultrasound Images of the Spine Using Evolutionary and Gradient-Based Methods. IEEE Trans. Evolutionary Computation 12(3): 284-296 (2008)
39		Christian Igel, Verena Heidrich-Meisner, Tobias Glasmachers: Shark. Journal of Machine Learning Research 9: 993-996 (2008)
38		Tobias Glasmachers, Christian Igel: Second-Order SMO Improves SVM Online and Active Learning. Neural Computation 20(2): 374-382 (2008)
	2007
37		Verena Heidrich-Meisner, Martin Lauer, Christian Igel, Martin A. Riedmiller: Reinforcement learning in a nutshell. ESANN 2007: 277-288
36		Jan Salmen, Thorsten Suttorp, Johann Edelbrunner, Christian Igel: Evolutionary Optimization ofWavelet Feature Sets for Real-Time Pedestrian Classification. HIS 2007: 222-227
35		Thorsten Suttorp, Christian Igel: Resilient Approximation of Kernel Classifiers. ICANN (1) 2007: 139-148
34		Christian Igel, Nikolaus Hansen, Stefan Roth: Covariance Matrix Adaptation for Multi-objective Optimization. Evolutionary Computation 15(1): 1-28 (2007)
33		Jens Niehaus, Christian Igel, Wolfgang Banzhaf: Reducing the Number of Fitness Evaluations in Graph Genetic Programming Using a Canonical Graph Indexed Database. Evolutionary Computation 15(2): 199-221 (2007)
32		Christian Igel, Tobias Glasmachers, Britta Mersch, Nico Pfeifer, Peter Meinicke: Gradient-Based Optimization of Kernel-Target Alignment for Sequence Kernels Applied to Bacterial Gene Start Detection. IEEE/ACM Trans. Comput. Biology Bioinform. 4(2): 216-226 (2007)
31		Britta Mersch, Tobias Glasmachers, Peter Meinicke, Christian Igel: Evolutionary Optimization of Sequence Kernels for Detection of bacterial gene Starts. Int. J. Neural Syst. 17(5): 369-381 (2007)
	2006
30		Christian Igel, Thorsten Suttorp, Nikolaus Hansen: Steady-State Selection and Efficient Covariance Matrix Update in the Multi-objective CMA-ES. EMO 2006: 171-185
29		Christian Igel, Thorsten Suttorp, Nikolaus Hansen: A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies. GECCO 2006: 453-460
28		Britta Mersch, Tobias Glasmachers, Peter Meinicke, Christian Igel: Evolutionary Optimization of Sequence Kernels for Detection of Bacterial Gene Starts. ICANN (2) 2006: 827-836
27		Thorsten Suttorp, Christian Igel: Multi-Objective Optimization of Support Vector Machines. Multi-Objective Machine Learning 2006: 199-220
26		Stefan Roth, Alexander Gepperth, Christian Igel: Multi-Objective Neural Network Optimization for Visual Object Detection. Multi-Objective Machine Learning 2006: 629-655
25		Tobias Glasmachers, Christian Igel: Maximum-Gain Working Set Selection for SVMs. Journal of Machine Learning Research 7: 1437-1466 (2006)
	2005
24		Susanne Winter, Bernhard Brendel, Christian Igel: Registrierung von Knochen in 3D-Ultraschall- und CT-Daten: Vergleich verschiedener Optimierungsverfahren. Bildverarbeitung für die Medizin 2005: 345-349
23		Christian Igel: Multi-objective Model Selection for Support Vector Machines. EMO 2005: 534-546
22		Christian Igel, Bernhard Sendhoff: Synergies between Evolutionary and Neural Computation. ESANN 2005: 241-252
21		Antonio Pellecchia, Christian Igel, Johann Edelbrunner, Gregor Schöner: Making Driver Modeling Attractive. IEEE Intelligent Systems 20(2): 8-12 (2005)
20		Tobias Glasmachers, Christian Igel: Gradient-Based Adaptation of General Gaussian Kernels. Neural Computation 17(10): 2099-2105 (2005)
19		Frauke Friedrichs, Christian Igel: Evolutionary tuning of multiple SVM parameters. Neurocomputing 64: 107-117 (2005)
	2004
18		Stefan Wiegand, Christian Igel, Uwe Handmann: Evolutionary Optimization of Neural Networks for Face Detection. ESANN 2004: 139-144
17		Frauke Friedrichs, Christian Igel: Evolutionary tuning of multiple SVM parameters. ESANN 2004: 519-524
16		Stefan Schneider, Christian Igel, Christian Klaes, Hubert R. Dinse, Jan C. Wiemer: Evolutionary Adaptation of Nonlinear Dynamical Systems in Computational Neuroscience. Genetic Programming and Evolvable Machines 5(2): 215-227 (2004)
15		Christian Igel, Karl-Heinz Temme: The chaining syllogism in fuzzy logic. IEEE T. Fuzzy Systems 12(6): 849-853 (2004)
14		Stefan Wiegand, Christian Igel, Uwe Handmann: Evolutionary Multi-Objective Optimisation Of Neural Networks For Face Detection. International Journal of Computational Intelligence and Applications 4(3): 237-254 (2004)
13		Christian Igel, Marc Toussaint: A No-Free-Lunch theorem for non-uniform distributions of target functions. J. Math. Model. Algorithms 3(4): 313-322 (2004)
	2003
12		Christian Igel, Marc Toussaint: Recent Results on No-Free-Lunch Theorems for Optimization CoRR cs.NE/0303032: (2003)
11		Christian Igel, Marc Toussaint: On classes of functions for which No Free Lunch results hold. Inf. Process. Lett. 86(6): 317-321 (2003)
10		Christian Igel, Marc Toussaint: Neutrality and self-adaptation. Natural Computing 2(2): 117-132 (2003)
9		Christian Igel, Michael Hüsken: Empirical evaluation of the improved Rprop learning algorithms. Neurocomputing 50: 105-123 (2003)
8		Christian Igel, Martin Kreutz: Operator adaptation in evolutionary computation and its application to structure optimization of neural networks. Neurocomputing 55(1-2): 347-361 (2003)
	2002
7		Michael Hüsken, Christian Igel: Balancing Learning And Evolution. GECCO 2002: 391-398
6		Marc Toussaint, Christian Igel: Neutrality: A Necessity for Self-Adaptation CoRR nlin.AO/0204038: (2002)
5		Christian Igel, Peter Stagge: Effects of phenotypic redundancy in structure optimization. IEEE Trans. Evolutionary Computation 6(1): 74-85 (2002)
4		Christian Igel, Werner von Seelen, Wolfram Erlhagen, Dirk Jancke: Evolving field models for inhibition effects in early vision. Neurocomputing 44-46: 467-472 (2002)
	2001
3		Christian Igel, Marc Toussaint: On Classes of Functions for which No Free Lunch Results Hold CoRR cs.NE/0108011: (2001)
2		Christian Igel, Wolfram Erlhagen, Dirk Jancke: Optimization of dynamic neural fields. Neurocomputing 36(1-4): 225-233 (2001)
	1997
1		Christian Igel, Karl-Heinz Temme: Chaining Syllogism Applied to Fuzzy IF-THEN Rules and Rule Bases. Fuzzy Days 1997: 179-188

Coauthor Index

1	Wolfgang Banzhaf	[33]
2	Kirstie L. Bellman	[52]
3	Nicola Beume	[43]
4	Bernd Bischl	[64]
5	Holger Blume	[64]
6	Martin Botteck	[64]
7	Bernhard Brendel	[24] [40]
8	Karl Bringmann	[61] [66]
9	Lukas Caup	[69]
10	Hubert R. Dinse	[16]
11	Johann Edelbrunner	[21] [36]
12	Wolfram Erlhagen	[2] [4]
13	Asja Fischer	[60] [63] [67]
14	Tobias Friedrich	[61] [66]
15	Frauke Friedrichs	[17] [19]
16	Alexander Gepperth	[26]
17	Tobias Glasmachers	[20] [25] [28] [31] [32] [38] [39] [42] [56]
18	Amiram Grinvald	[54]
19	Uwe Handmann	[14] [18]
20	Nikolaus Hansen	[29] [30] [34] [47] [51] [62]
21	Verena Heidrich-Meisner	[37] [39] [41] [44] [46] [48] [49] [50] [68]
22	Michael Hüsken	[7] [9]
23	Dirk Jancke	[2] [4] [54]
24	Christian Klaes	[16]
25	Martin Kreutz	[8]
26	Martin Lauer	[37]
27	Valentin Markounikau	[54]
28	Rainer Martin	[64]
29	Peter Meinicke	[28] [31] [32]
30	Britta Mersch	[28] [31] [32]
31	Jens Niehaus	[33]
32	Ioannis Pechlivanis	[40]
33	Antonio Pellecchia	[21]
34	Nico Pfeifer	[32]
35	Mark Prior	[59]
36	Martin A. Riedmiller (Martin Riedmiller)	[37]
37	Benjamin Roeschies	[55]
38	Günther Roetter	[64]
39	Stefan Roth	[26] [34]
40	Günter Rudolph	[43] [64]
41	Jan Salmen	[36] [53] [65] [69]
42	Marc Schlipsing	[53] [65]
43	Hartmut Schmeck	[52]
44	Kirsten Schmieder	[40]
45	Stefan Schneider	[16]
46	Gregor Schöner	[21]
47	Werner von Seelen	[4]
48	Bernhard Sendhoff	[22]
49	Peter Stagge	[5]
50	Johannes Stallkamp	[65]
51	Thorsten Suttorp	[27] [29] [30] [35] [36] [45] [47]
52	Karl-Heinz Temme	[1] [15]
53	Wolfgang M. Theimer	[64]
54	Marc Toussaint	[3] [6] [10] [11] [12] [13]
55	Heike Trautmann	[58]
56	Matthias Tuma	[59] [70]
57	Igor Vatolkin	[64]
58	Thomas Voß	[43] [51] [58] [61] [62] [66]
59	Claus Weihs	[64]
60	Stefan Wiegand	[14] [18]
61	Jan C. Wiemer	[16]
62	Susanne Winter	[24] [40]
63	Rolf P. Würtz	[52]

Colors in the list of coauthors

Last update Sat Jun 2 20:57:36 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page