Thomas Villmann

Citat de

	Toate	Din 2020
Referințe bibliografice	8353	2052
h-index	42	22
i10-index	184	54

580

290

145

435

1997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024202527 56 38 68 63 116 132 148 175 296 358 293 331 345 411 442 380 571 440 402 398 378 326 414 357 470 365 384 59

Acces public

Afișați-le pe toate

20 de articole

5 articole

disponibile

indisponibile

Pe baza cerințelor privind finanțarea

Coautori

Barbara HammerProfessor, Bielefeld UniversityAdresă de e-mail confirmată pe techfak.uni-bielefeld.de
Frank-Michael SchleifProfessor of Computational Intelligence, Technical-UAS Würzburg-SchweinfurtAdresă de e-mail confirmată pe thws.de
Michael BiehlUniversity of Groningen, Bernoulli InstituteAdresă de e-mail confirmată pe rug.nl
Marika KadenHochschule MittweidaAdresă de e-mail confirmată pe hs-mittweida.de
David NebelCI Group MittweidaAdresă de e-mail confirmată pe hs-mittweida.de
Kerstin BunteRosalind Franklin Fellow at the University of GroningenAdresă de e-mail confirmată pe rug.nl
Thomas MartinetzProfessor of Computer Science, University of LübeckAdresă de e-mail confirmată pe inb.uni-luebeck.de
J. Michael HerrmannIPAB, School of Informatics, University of EdinburghAdresă de e-mail confirmată pe ed.ac.uk
marie cottrellSAMM Université Paris 1 Panthéon-SorbonneAdresă de e-mail confirmată pe univ-paris1.fr
Swen HesseUniversität Leipzig, Molekulare Neurobildgebung IFB AdipositasErkrankungen, Klinik und PoliklinikAdresă de e-mail confirmată pe medizin.uni-leipzig.de
Reiner HauptFH NordhausenAdresă de e-mail confirmată pe fh-nordhausen.de
Sven HellbachWestsächsische Hochschule ZwickauAdresă de e-mail confirmată pe fh-zwickau.de
Jens Christian ClaussenSenior Lecturer, University of BirminghamAdresă de e-mail confirmată pe bham.ac.uk
Ernest Tonny MwebazeResearch ScientistAdresă de e-mail confirmată pe sunbird.ai
Alessandro SperdutiUniversity of PadovaAdresă de e-mail confirmată pe math.unipd.it
Andreas SchierwagenProfessor, retired - Computer Science, Leipzig UniversityAdresă de e-mail confirmată pe informatik.uni-leipzig.de
Fabrice RossiProfessor of Data Science, CEREMADE, Université Paris Dauphine PSLAdresă de e-mail confirmată pe dauphine.psl.eu
Andreas KolbComputer Science, University of SiegenAdresă de e-mail confirmată pe uni-siegen.de

Urmăriți

Thomas Villmann

Professor for Mathematics and Computational Intelligence, University of Applied Sciences Mittweida

Adresă de e-mail confirmată pe hs-mittweida.de

machine learning information theory pattern recognition learning vector quantization quantum computing


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
Generalized relevance learning vector quantization B Hammer, T Villmann Neural Networks 15 (8-9), 1059-1068, 2002	584	2002
Topology preservation in self-organizing feature maps: exact definition and measurement T Villmann, R Der, M Herrmann, TM Martinetz IEEE transactions on neural networks 8 (2), 256-266, 1997	448	1997
Neural maps in remote sensing image analysis T Villmann, E Merényi, B Hammer Neural Networks 16 (3-4), 389-403, 2003	235	2003
Serotonin and dopamine transporter imaging in patients with obsessive–compulsive disorder S Hesse, U Müller, T Lincke, H Barthel, T Villmann, MC Angermeyer, ... Psychiatry Research: Neuroimaging 140 (1), 63-72, 2005	212	2005
Prototype‐based models in machine learning M Biehl, B Hammer, T Villmann Wiley Interdisciplinary Reviews: Cognitive Science 7 (2), 92-111, 2016	207	2016
Batch and median neural gas M Cottrell, B Hammer, A Hasenfuß, T Villmann Neural Networks 19 (6-7), 762-771, 2006	204	2006
Growing a hypercubical output space in a self-organizing feature map HU Bauer, T Villmann IEEE transactions on neural networks 8 (2), 218-226, 1997	203	1997
Supervised neural gas with general similarity measure B Hammer, M Strickert, T Villmann Neural Processing Letters 21, 21-44, 2005	198	2005
Limited rank matrix learning, discriminative dimension reduction and visualization K Bunte, P Schneider, B Hammer, FM Schleif, T Villmann, M Biehl Neural Networks 26, 159-173, 2012	155	2012
Neural maps and topographic vector quantization HU Bauer, M Herrmann, T Villmann Neural networks 12 (4-5), 659-676, 1999	145	1999
Stochastic neighbor embedding (SNE) for dimension reduction and visualization using arbitrary divergences K Bunte, S Haase, M Biehl, T Villmann Neurocomputing 90, 23-45, 2012	131	2012
Regularization in matrix relevance learning P Schneider, K Bunte, H Stiekema, B Hammer, T Villmann, M Biehl IEEE Transactions on Neural Networks 21 (5), 831-840, 2010	116	2010
On the generalization ability of GRLVQ networks B Hammer, M Strickert, T Villmann Neural Processing Letters 21, 109-120, 2005	116	2005
Divergence-based vector quantization T Villmann, S Haase Neural Computation 23 (5), 1343-1392, 2011	106	2011
The coming of age of interpretable and explainable machine learning models PJG Lisboa, S Saralajew, A Vellido, R Fernández-Domenech, T Villmann Neurocomputing 535, 25-39, 2023	102	2023
Magnification control in self-organizing maps and neural gas T Villmann, JC Claussen Neural Computation 18 (2), 446-469, 2006	102	2006
Computational aspects of inverse analyses for determining softening curves of concrete V Slowik, B Villmann, N Bretschneider, T Villmann Computer Methods in Applied Mechanics and Engineering 195 (52), 7223-7236, 2006	87	2006
Applications of lp-Norms and their Smooth Approximations for Gradient Based Learning Vector Quantization. M Lange, D Zühlke, O Holz, T Villmann, SG Mittweida ESANN, 271-276, 2014	82	2014
Aspects in classification learning-Review of recent developments in Learning Vector Quantization M Kaden, M Lange, D Nebel, M Riedel, T Geweniger, T Villmann Foundations of Computing and Decision Sciences 39 (2), 79-105, 2014	81	2014
Divergence-based classification in learning vector quantization E Mwebaze, P Schneider, FM Schleif, JR Aduwo, JA Quinn, S Haase, ... Neurocomputing 74 (9), 1429-1435, 2011	77	2011

Sistemul nu poate realiza operația în acest moment. Încercați din nou mai târziu.

Articole 1–20

Referințe bibliografice pe an

Citate duplicat

Citate fuzionate

Adăugați coautoriCoautori

Urmăriți

Citat de

Coautori