@inproceedings{GrzegorzekDeinzerReinholdetal., author = {Grzegorzek, Marcin and Deinzer, Frank and Reinhold, Michael and Denzler, Joachim and Niemann, Heinrich}, title = {How Fusion of Multiple Views Can Improve Object Recognition in Real-World Environments}, series = {Proceedings of the Vision, Modeling, and Visualization Conference 2003}, booktitle = {Proceedings of the Vision, Modeling, and Visualization Conference 2003}, editor = {Ertl, T. and Girod, B. and Greiner, G. and Niemann, Heinrich and Seidl, H.-P. and Steinbach, E. and Westermann, R.}, isbn = {3-89838-048-3}, pages = {553 -- 560}, abstract = {In the past decades most object recognition systems were based on passive approaches. But in the last few years a lot of research was done in the field of active object recognition. In this context there are several unique problems to be solved. One of them is how to fuse a series of images that might differ in their viewpoints. In this paper we present a well-founded approach for the fusion of multiple views based on a recursive density propagation method. It uses particle filters for solving the fusion in a continuous pose space. Furthermore we will show by means of a statistical object recognition system how to integrate such systems into our fusion approach. The experimental result will show, how the fusion can improve classification rates substantial, es-pecially for difficult conditions like heterogeneous background within real world environments.}, language = {en} } @inproceedings{ZollhoeferSieglRiffelmacheretal., author = {Zollh{\"o}fer, Michael and Siegl, Christian and Riffelmacher, Bert and Vetter, Mark and Dreyer, Boris and Stamminger, Marc and Bauer, Frank}, title = {Low-Cost Real-Time 3D Reconstruction of Large-Scale Excavation Sites using an RGB-D Camera}, series = {GCH 2014 - Eurographics Workshop on Graphics and Cultural Heritage}, booktitle = {GCH 2014 - Eurographics Workshop on Graphics and Cultural Heritage}, editor = {Klein, Reinhard and Santos, Pedro}, publisher = {The Eurographics Association}, isbn = {978-3-905674-63-7}, doi = {10.2312/gch.20141298}, pages = {10}, language = {en} } @inproceedings{StrickertSchleifVillmannetal., author = {Strickert, M. and Schleif, Frank-Michael and Villmann, T. and Seiffert, U.}, title = {Derivatives of Pearson Correlation for Gradient based Analysis of Biomedical Data}, series = {Similarity based Clustering, LNCS}, booktitle = {Similarity based Clustering, LNCS}, language = {en} } @article{VillmannSchleifHammeretal., author = {Villmann, T. and Schleif, Frank-Michael and Hammer, B. and Kostrzewa, M.}, title = {Exploration of Mass-Spectrometric Data in Clinical Proteomics Using Learning Vector Quantization Methods}, series = {Briefings in Bioinformatics}, volume = {9}, journal = {Briefings in Bioinformatics}, number = {2}, pages = {129 -- 143}, language = {en} } @inproceedings{SchleifRiemerCrossetal., author = {Schleif, Frank-Michael and Riemer, T. and Cross, M. and Villmann, T.}, title = {Automatic Identification and Quantification of Metabolites in H-NMR Measurements}, series = {In Proceedings of the Workshop on Computational Systems Biology (WCSB) 2008}, booktitle = {In Proceedings of the Workshop on Computational Systems Biology (WCSB) 2008}, isbn = {978-952-15-1988-8}, pages = {165 -- 168}, language = {en} } @incollection{SchleifVillmannHammer, author = {Schleif, Frank-Michael and Villmann, T. and Hammer, B.}, title = {Pattern Recognition by Supervised Relevance Neural Gas and its Application to Spectral Data in Bioinformatics}, series = {Encyclopedia of Artificial Intelligence}, booktitle = {Encyclopedia of Artificial Intelligence}, isbn = {978-1-59904-849-9}, language = {en} } @article{SchleifVillmannHammer, author = {Schleif, Frank-Michael and Villmann, T. and Hammer, B.}, title = {Prototype based Fuzzy Classification in Clinical Proteomics}, series = {International Journal of Approximate Reasoning}, volume = {47}, journal = {International Journal of Approximate Reasoning}, number = {1}, pages = {4 -- 16}, language = {en} } @article{SchleifLindemannMaassetal., author = {Schleif, Frank-Michael and Lindemann, M. and Maass, P. and Diaz, M. and Decker, J. and Elssner, T. and Kuhn, M. and Thiele, H.}, title = {Support Vector Classification of Proteomic Profile Spectra based on Feature Extraction with the Bi-orthogonal Discrete Wavelet Transform}, series = {Computing and Visualization in Science}, volume = {12}, journal = {Computing and Visualization in Science}, pages = {189 -- 199}, language = {en} } @inproceedings{SimmuteitSchleifVillmann, author = {Simmuteit, S. and Schleif, Frank-Michael and Villmann, T.}, title = {Hierarchical evolving trees together with global and local learning for large data sets in MALDI imaging}, series = {Proceedings of WCSB 2010}, booktitle = {Proceedings of WCSB 2010}, pages = {103 -- 106}, language = {en} } @inproceedings{SchleifRiemerBoerneretal., author = {Schleif, Frank-Michael and Riemer, T. and Boerner, U. and Schnapka-Hille, L. and Cross, M.}, title = {Efficient identification and quantification of metabolites in 1-H NMR measurements by a novel data encoding approach}, series = {Proceedings of WCSB 2010}, booktitle = {Proceedings of WCSB 2010}, pages = {91 -- 94}, language = {en} } @inproceedings{SchleifSimmuteitVillmann, author = {Schleif, Frank-Michael and Simmuteit, S. and Villmann, T.}, title = {Hierarchical deconvolution of linear mixtures of high-dimensional mass spectra in micro-biology}, series = {Proceedings of AIA 2011}, booktitle = {Proceedings of AIA 2011}, doi = {http://dx.doi.org/10.2316/P.2011.717-011}, pages = {CD -- publication}, language = {en} } @inproceedings{SchleifHammerVillmann, author = {Schleif, Frank-Michael and Hammer, B. and Villmann, Th.}, title = {Supervised Neural Gas for Functional Data and its Application to the Analysis of Clinical Proteom Spectra}, series = {In Proceedings of the 9th International Work-Conference on Artificial Neural Networks (IWANN) 2007}, booktitle = {In Proceedings of the 9th International Work-Conference on Artificial Neural Networks (IWANN) 2007}, isbn = {978-3-540-73006-4}, pages = {1036 -- 1044}, language = {en} } @inproceedings{HasenfussHammerSchleifetal., author = {Hasenfuss, A. and Hammer, B. and Schleif, Frank-Michael and T. Villmann,}, title = {Neural gas clustering for sparse proximity data}, series = {In Proceedings of the 9th International Work-Conference on Artificial Neural Networks (IWANN) 2007}, booktitle = {In Proceedings of the 9th International Work-Conference on Artificial Neural Networks (IWANN) 2007}, isbn = {978-3-540-73006-4}, pages = {539 -- 546}, language = {en} } @inproceedings{DeiningerGerhardSchleif, author = {Deininger, S.-O. and Gerhard, M. and Schleif, Frank-Michael}, title = {Statistical Classification and Visualization of MALDI-Imaging Data}, series = {Proc. of CBMS 2007}, booktitle = {Proc. of CBMS 2007}, pages = {403 -- 405}, language = {en} } @inproceedings{Schleif, author = {Schleif, Frank-Michael}, title = {Prototypen basiertes maschinelles Lernen in der klinische Proteomik}, series = {Ausgezeichnete Informatikdissertationen 2006}, booktitle = {Ausgezeichnete Informatikdissertationen 2006}, isbn = {978-3-88579-411-0}, pages = {179 -- 188}, language = {en} } @inproceedings{VillmannSchleifHammeretal., author = {Villmann, T. and Schleif, Frank-Michael and Hammer, B. and Strickert, M. and Merenyi, E.}, title = {Class imaging of hyperspectral satellite remote sensing data using Fuzzy labeled Self Organizing Maps}, series = {Proc. of WSOM 2007}, booktitle = {Proc. of WSOM 2007}, isbn = {9783000224}, pages = {http://biecoll.ub.uni -- bielefeld.de//frontdoor.php?source_opus=128\&la=en}, language = {en} } @inproceedings{SchneiderBiehlSchleifetal., author = {Schneider, P. and Biehl, M. and Schleif, Frank-Michael and Hammer, B.}, title = {Advanced metric adaptation in General LVQ for classification of mass spectrometry data}, series = {Proc. of WSOM 2007}, booktitle = {Proc. of WSOM 2007}, isbn = {9783000224}, pages = {http://biecoll.ub.uni -- bielefeld.de//frontdoor.php?source_opus=125\&la=en}, language = {en} } @inproceedings{StrickertSchleifSeiffert, author = {Strickert, M. and Schleif, Frank-Michael and Seiffert, U.}, title = {Gradients of Pearson Correlation for Analysis of Biomedical Data}, series = {Proc. of ASAI 2007}, booktitle = {Proc. of ASAI 2007}, isbn = {18502784}, pages = {139 -- 150}, language = {en} } @inproceedings{StrickertSchleif, author = {Strickert, M. and Schleif, Frank-Michael}, title = {Supervised Attribute Relevance Determination for Protein Identification in Stress Experiments}, series = {Proc. of MLSB 2007}, booktitle = {Proc. of MLSB 2007}, pages = {81 -- 86}, language = {en} } @inproceedings{VillmannSchleifWerffetal., author = {Villmann, T. and Schleif, Frank-Michael and Werff, M. v.d. and Deelder, A. and Tollenaar, R.}, title = {Associative learning in SOMs for Fuzzy-Classification}, series = {Proc. of ICMLA 2007}, booktitle = {Proc. of ICMLA 2007}, isbn = {0-7695-3069-9}, pages = {581 -- 586}, language = {en} } @article{Schleif, author = {Schleif, Frank-Michael}, title = {Maschinelles Lernen mit Prototypmethoden in der klinischen Proteomik}, series = {K{\"u}nstliche Intelligenz (KI)}, volume = {4/07}, journal = {K{\"u}nstliche Intelligenz (KI)}, isbn = {0933-1875}, pages = {65 -- 67}, language = {en} } @misc{Schleif, type = {Master Thesis}, author = {Schleif, Frank-Michael}, title = {Momentbasierte Methoden zur Schriftzeichenerkennung}, language = {en} } @inproceedings{VillmannSchleifHammer, author = {Villmann, Th. and Schleif, Frank-Michael and Hammer, B.}, title = {Supervised Neural Gas and Relevance Learning in Learning Vector Quantisation}, series = {In Proceedings of the 4th Workshop on Self Organizing Maps (WSOM) 2003}, booktitle = {In Proceedings of the 4th Workshop on Self Organizing Maps (WSOM) 2003}, editor = {Yamakawa, Takeshi}, pages = {47 -- 52}, language = {en} } @inproceedings{GruhnHuelderIjouietal., author = {Gruhn, V. and H{\"u}lder, M. and Ijoui, R. and Schleif, Frank-Michael}, title = {A distributed logistic support communication system}, series = {In Proceedings of ISD 2003 - Constructing the Infrastructure for the Knowledge Economy - Methods and Tools, Theory and Practice}, booktitle = {In Proceedings of ISD 2003 - Constructing the Infrastructure for the Knowledge Economy - Methods and Tools, Theory and Practice}, editor = {Linger, H. and Fisher, J. and Wojtkowski, W.G. and Zupancic, J. and Vigo, K. and Arnold, J.}, pages = {705 -- 713}, language = {en} } @article{DoerflerSimmelSchleifetal., author = {D{\"o}rfler, T. and Simmel, A. and Schleif, Frank-Michael and Sommerfeld, E.}, title = {Working memory load and EEG coherence}, series = {Brain Topography}, volume = {15}, journal = {Brain Topography}, number = {4}, isbn = {ISSN 0896-0267}, pages = {269 -- 269}, language = {en} }