36 Publikationen
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2622029Volchenkov, Dimitry, Helbach, Jonathan, Tscherepanow, Marko, and Kühnel, Sina. “Exploration-exploitation trade-off features a saltatory search behaviour”. Journal of the Royal Society Interface 10.85 (2013): 20130352.PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2624824Markowitsch, Hans J., Engelen, Eva-Maria, Tscherepanow, Marko, and Welzer, Harald. “Gedächtnis und Erinnern”. Handbuch Kognitionswissenschaft. Ed. Achim Stephan and Sven Walter. Stuttgart : Verlag J. B. Metzler, 2013. 289-303.PUB
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2579773Berghöfer, Elmar, Schulze, Denis, Rauch, Christian, Tscherepanow, Marko, Köhler, Tim, and Wachsmuth, Sven. “ART-based fusion of multi-modal perception for robots”. Neurocomputing 107 (2013): 11-22.PUB | DOI | Download (ext.) | WoS
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2329837Gaspers, Judith, Thiele, Kristina, Cimiano, Philipp, Foltz, Anouschka, Stenneken, Prisca, and Tscherepanow, Marko. “An evaluation of measures to dissociate language and communication disorders from healthy controls using machine learning techniques”. Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium. ACM, 2012. 209-218.PUB | DOI
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2519122Tscherepanow, Marko, and Riechers, Sören. “An Incremental On-line Classifier for Imbalanced, Incomplete, and Noisy Data”. Proceedings of the ECAI Workshop on Active and Incremental Learning (AIL). Ed. Vincent Lemaire, Jean-Charles Lamirel, and Pascal Cuxac. 2012. 18-23.PUB | PDF | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2498997Tscherepanow, Marko. “Incremental On-line Clustering with a Topology-Learning Hierarchical ART Neural Network Using Hyperspherical Categories”. Poster and Industry Proceedings of the Industrial Conference on Data Mining (ICDM). Ed. Petra Perner. Fockendorf, Germany: ibai-publishing, 2012. 22-34.PUB | PDF
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2519221Tscherepanow, Marko, Kühnel, Sina, and Riechers, Sören. “Episodic Clustering of Data Streams Using a Topology-Learning Neural Network”. Proceedings of the ECAI Workshop on Active and Incremental Learning (AIL). Ed. Vincent Lemaire, Jean-Charles Lamirel, and Pascal Cuxac. 2012. 24-29.PUB | PDF | Download (ext.)
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2279830Berghöfer, Elmar, Schulze, Denis, Tscherepanow, Marko, and Wachsmuth, Sven. “ART-based Fusion of Multi-Modal Information for Mobile Robots”. Proceedings of the International Conference on Engineering Applications of Neural Networks (EANN). Ed. Lazaros Iliadis and Chrisina Jayne. Berlin: Springer, 2011.Vol. 363. IFIP Advances in Information and Communication Technology. 1-10.PUB | DOI
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2579798Kammer, Marc, Schack, Thomas, Tscherepanow, Marko, and Nagai, Yukie. “From Affordances to Situated Affordances in Robotics - Why Context is Important”. Frontiers in Computational Neuroscience 5.30 (2011).PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2279367Tscherepanow, Marko, Kortkamp, Marco, and Kammer, Marc. “A Hierarchical ART Network for the Stable Incremental Learning of Topological Structures and Associations from Noisy Data”. Neural Networks 24.8 (2011): 906-916.PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2579789Narayan, Vikram, Tscherepanow, Marko, and Wrede, Britta. “Impact of Real-time Visual Attention on Computer Vision Products and Cognitive Robotics”. Proceedings of the 2nd European Future Technologies Conference and Exhibition 2011 (FET 11). Elsevier, 2011.Vol. 7. Procedia Computer Science. 332-333.PUB | DOI
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2301191Tscherepanow, Marko. “An Extended TopoART Network for the Stable On-Line Learning of Regression Functions”. Neural Information Processing : 18th International Conference, ICONIP 2011, November 13-17, 2011, Proceedings, Part II. Ed. Bao-Liang Lu, Liqing Zhang, and James Kwok. Berlin: Springer, 2011. Lecture notes in computer science, 7063. 562-571.PUB | PDF | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2579827Narayan, Vikram, Lohan, Katrin Solveig, Tscherepanow, Marko, Rohlfing, Katharina, and Wrede, Britta. “Can state-of-the-art saliency systems model infant gazing behavior in tutoring situations?”. Frontiers in Computational Neuroscience 5.35 (2011).PUB | DOI | Download (ext.)
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2306776Tscherepanow, Marko, Kortkamp, Marco, Kühnel, Sina, Helbach, Jonathan, Schütz, Christoph, and Schack, Thomas. “A Feature Selection Approach for Emulating the Structure of Mental Representations”. Neural information processing : 18th international conference, ICONIP 2011, Shanghai, China, November 13-17, 2011; proceedings. Ed. Bao-Liang Lu, Liqing Zhang, and James Kwok. Springer, 2011. Lecture Notes in Computer Science, 7064. 639-648.PUB | PDF | DOI | Download (ext.)
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2280228Narayan, Vikram, Tscherepanow, Marko, and Wrede, Britta. “A visual saliency map based on random sub-window means”. Proceedings of the 5th Iberian Conference on Pattern Recognition and Image Analysis. Ed. Jordi Vitria, João Miguel Raposo Sanches, and Mario Hernández. Springer, 2011. 33-40.PUB | DOI
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2279386Kammer, Marc, Tscherepanow, Marko, Schack, Thomas, and Nagai, Yukie. “A Perceptual Memory System for Affordance Learning in Humanoid Robots”. Proceedings of the International Conference on Artificial Neural Networks (ICANN). Ed. Timo Honkela, Wlodzislaw Duch, Mark Girolami, and Samuel Kaski. Berlin: Springer, 2011. Lecture Notes in Computer Science, 6792. 349-356.PUB | PDF | DOI
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2034754Narayan, Vikram, Tscherepanow, Marko, and Wrede, Britta. “A Random Center Surround Bottom up Visual Attention Model useful for Salient Region Detection”. IEEE Workshop on Applications of Computer Vision. IEEE Computer Society, 2011.PUB | DOI
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2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1589300Wolter, Steve, Schüttpelz, Mark, Tscherepanow, Marko, Van de Linde, Sebastian, Heilemann, Mike, and Sauer, Markus. “Real-time computation of subdiffraction-resolution fluorescence images”. JOURNAL OF MICROSCOPY-OXFORD 237.1 (2010): 12-22.PUB | DOI | WoS | PubMed | Europe PMC
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1925596Tscherepanow, Marko. “TopoART: A Topology Learning Hierarchical ART Network”. Artificial Neural Networks (ICANN 2010). Ed. Konstantinos Diamantaras, Wlodek Duch, and Lazaros S. Iliadis. Berlin: Springer, 2010. Lecture Notes in Computer Science, 6354. 157-167.PUB | PDF | DOI
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1925655Tscherepanow, Marko, Hillebrand, Matthias, Hegel, Frank, Wrede, Britta, and Kummert, Franz. “Direct Imitation of Human Facial Expressions by a User-Interface Robot”. Proceedings of the IEEE-RAS International Conference on Humanoid Robots (Humanoids). IEEE-RAS, 2009. 154-160.PUB | DOI
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2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1998569Tscherepanow, Marko, Zöllner, Frank, Hillebrand, Matthias, and Kummert, Franz. “Automatic Segmentation of Unstained Living Cells in Bright-Field Microscope Images”. Proceedings of the International Conference on Mass-Data Analysis of Images and Signals (MDA). Ed. Petra Perner and Ovidio Salvetti. Berlin: Springer, 2008. 158-172.PUB | PDF | DOI | Download (ext.)
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1998560Tscherepanow, Marko, and Kummert, Franz. “Subcellular Localisation of Proteins in Living Cells Using a Genetic Algorithm and an Incremental Neural Network”. Proceedings of the Workshop 'Bildverarbeitung für die Medizin' (BVM). Ed. A. Horsch, T. M. Deserno, H. Handels, H.-P. Meinzer, and T. Tolxdorff. Berlin: Springer, 2007. 11-15.PUB
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1998556Tscherepanow, Marko, Jensen, Nickels, and Kummert, Franz. “Recognition of Unstained Live Drosophila Cells in Microscope Images”. Proceedings of the International Machine Vision and Image Processing Conference (IMVIP). IEEE, 2007. 169-176.PUB | DOI
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2298628Tscherepanow, Marko, Zöllner, Frank, and Kummert, Franz. “Segmentierung ungefärbter, lebender Zellen in Hellfeld-Mikroskopbildern”. Proceedings of the Workshop 'Bildverarbeitung für die Medizin' (BVM). Ed. H. Handels, J. Ehrhardt, A. Horsch, H.-P. Meinzer, and T. Tolxdorff. Berlin: Springer, 2006. 359-363.PUB
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2298663Tscherepanow, Marko, Zöllner, Frank, and Kummert, Franz. “Automatic Segmentation of Unstained Living Cells in Bright-Field Microscope Images”. Proceedings of the Workshop on Mass-Data Analysis of Images and Signals (MDA). Ed. Petra Perner. Leipzig: IBaI CD-Report, 2006. 86-95.PUB | Download (ext.)
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2279483Tscherepanow, Marko, Zöllner, Frank, and Kummert, Franz. “Classification of Segmented Regions in Brightfield Microscope Images”. Proceedings of the International Conference on Pattern Recognition (ICPR). IEEE, 2006.Vol. 3. 972-975.PUB | DOI
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2006 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 1599230Jensen, N., Tscherepanow, Marko, Kapp, D., Kummert, Franz, Zehetmayer, P., Joanidopoulos, K., and Niehaus, Karsten. “Towards high-throughput localisation of proteins in the living cell”. European Journal of Cell Biology 85.Suppl. 56 (2006): 27.PUB | WoS
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2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2298668Tscherepanow, Marko, Zöllner, Frank, and Kummert, Franz. “Aktive Konturen für die robuste Lokalisation von Zellen”. Proceedings of the Workshop 'Bildverarbeitung für die Medizin' (BVM). Ed. H.-P. Meinzer, H. Handels, A. Horsch, and T. Tolxdorff. Berlin: Springer, 2005. 375-379.PUB
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2005 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 1891398Zöllner, Frank, Tscherepanow, Marko, and Kummert, Franz. “Towards the Automatic Recognition of Living Cells in Microscope Images”. Presented at the Fourth European Conference on Computational Biology/Sixth Meeting of the Spanish Bioinformatics Network (Jornadas de BioInformática), Madrid, Spain, 2005.PUB
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2618479Tscherepanow, Marko, and Scheidig, Andrea. “FuzzyART-basierte Ansätze für sensomotorische Problemstellungen”. SOAVE 2004 / 3rd Workshop on SelfOrganization of Adaptive Behavior. Ed. Horst-Michael Groß. Düsseldorf: VDI-Verlag, 2004.Vol. 743. Fortschrittberichte VDI. Reihe 10, Informatik, Kommunikation. 68-78.PUB
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2002 | Report | PUB-ID: 1892057Tscherepanow, Marko, and Heinze, Andrea. Bildung bewertungsgesteuerter sensorischer Repräsentationen. 2002. Schriftenreihe des FG Neuroinformatik der TU Ilmenau.PUB