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68no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristina König, Thomas Hofmann, Jörg Bergner, Ralph Bruder: Inkrementelle nutzergerechte Etablierung eines Towerlotsen-HMI. Mensch & Computer 2009: 63-72
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThorsten Joachims, Thomas Hofmann, Yisong Yue, Chun-Nam John Yu: Predicting structured objects with support vector machines. Commun. ACM 52(11): 97-104 (2009)
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristoph H. Lampert, Matthew B. Blaschko, Thomas Hofmann: Efficient Subwindow Search: A Branch and Bound Framework for Object Localization. IEEE Trans. Pattern Anal. Mach. Intell. 31(12): 2129-2142 (2009)
2008
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristoph H. Lampert, Matthew B. Blaschko, Thomas Hofmann: Beyond sliding windows: Object localization by efficient subwindow search. CVPR 2008
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBhaskar Mehta, Thomas Hofmann: A Survey of Attack-Resistant Collaborative Filtering Algorithms. IEEE Data Eng. Bull. 31(2): 14-22 (2008)
2007
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijuan Cai, Thomas Hofmann: Exploiting Known Taxonomies in Learning Overlapping Concepts. IJCAI 2007: 714-719
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBhaskar Mehta, Thomas Hofmann, Peter Fankhauser: Lies and propaganda: detecting spam users in collaborative filtering. IUI 2007: 14-21
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBhaskar Mehta, Thomas Hofmann, Wolfgang Nejdl: Robust collaborative filtering. RecSys 2007: 49-56
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Gondek, Thomas Hofmann: Non-redundant data clustering. Knowl. Inf. Syst. 12(1): 1-24 (2007)
2006
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Wolf, Benedikt Brors, Thomas Hofmann, Elisabeth Georgii: Global Biclustering of Microarray Data. ICDM Workshops 2006: 125-129
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBhaskar Mehta, Thomas Hofmann: Cross System Personalization and Collaborative Filtering by Learning Manifold Alignments. KI 2006: 244-259
2005
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: From bits and bytes to information and knowledge. CIKM 2005: 3
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Justin Basilico: Collaborative Machine Learning. From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments 2005: 173-182
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Navin Lal, Michael Schröder, N. Jeremy Hill, Hubert Preißl, Thilo Hinterberger, Jürgen Mellinger, Martin Bogdan, Wolfgang Rosenstiel, Thomas Hofmann, Niels Birbaumer, Bernhard Schölkopf: A brain computer interface with online feedback based on magnetoencephalography. ICML 2005: 465-472
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Gondek, Thomas Hofmann: Non-redundant clustering with conditional ensembles. KDD 2005: 70-77
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIoannis Tsochantaridis, Thorsten Joachims, Thomas Hofmann, Yasemin Altun: Large Margin Methods for Structured and Interdependent Output Variables. Journal of Machine Learning Research 6: 1453-1484 (2005)
2004
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijuan Cai, Thomas Hofmann: Hierarchical document categorization with support vector machines. CIKM 2004: 78-87
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHa Quang Minh, Thomas Hofmann: Learning Over Compact Metric Spaces. COLT 2004: 239-254
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Gondek, Thomas Hofmann: Non-Redundant Data Clustering. ICDM 2004: 75-82
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYasemin Altun, Thomas Hofmann, Alex J. Smola: Gaussian process classification for segmenting and annotating sequences. ICML 2004
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIoannis Tsochantaridis, Thomas Hofmann, Thorsten Joachims, Yasemin Altun: Support vector machine learning for interdependent and structured output spaces. ICML 2004
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJustin Basilico, Thomas Hofmann: Unifying collaborative and content-based filtering. ICML 2004
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDengyong Zhou, Bernhard Schölkopf, Thomas Hofmann: Semi-supervised Learning on Directed Graphs. NIPS 2004
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJustin Basilico, Thomas Hofmann: A joint framework for collaborative and content filtering. SIGIR 2004: 550-551
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYasemin Altun, Alexander J. Smola, Thomas Hofmann: Exponential Families for Conditional Random Fields. UAI 2004: 2-9
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: Latent semantic models for collaborative filtering. ACM Trans. Inf. Syst. 22(1): 89-115 (2004)
2003
42no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYasemin Altun, Ioannis Tsochantaridis, Thomas Hofmann: Hidden Markov Support Vector Machines. ICML 2003: 3-10
41no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMassimiliano Ciaramita, Thomas Hofmann, Mark Johnson: Hierarchical Semantic Classification: Word Sense Disambiguation with World Knowledge. IJCAI 2003: 817-822
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStuart Andrews, Thomas Hofmann: Multiple-Instance Learning via Disjunctive Programming Boosting. NIPS 2003
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijuan Cai, Thomas Hofmann: Text categorization by boosting automatically extracted concepts. SIGIR 2003: 182-189
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: Collaborative filtering via gaussian probabilistic latent semantic analysis. SIGIR 2003: 259-266
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames Allan, Jay Aslam, Nicholas J. Belkin, Chris Buckley, James P. Callan, W. Bruce Croft, Susan T. Dumais, Norbert Fuhr, Donna Harman, David J. Harper, Djoerd Hiemstra, Thomas Hofmann, Eduard H. Hovy, Wessel Kraaij, John D. Lafferty, Victor Lavrenko, David D. Lewis, Liz Liddy, R. Manmatha, Andrew McCallum, Jay M. Ponte, John M. Prager, Dragomir R. Radev, Philip Resnik, Stephen E. Robertson, Ronald Rosenfeld, Salim Roukos, Mark Sanderson, Richard M. Schwartz, Amit Singhal, Alan F. Smeaton, Howard R. Turtle, Ellen M. Voorhees, Ralph M. Weischedel, Jinxi Xu, ChengXiang Zhai: Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002. SIGIR Forum 37(1): 31-47 (2003)
2002
36no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStuart Andrews, Thomas Hofmann, Ioannis Tsochantaridis: Multiple Instance Learning with Generalized Support Vector Machines. AAAI/IAAI 2002: 943-944
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIoannis Tsochantaridis, Thomas Hofmann: Support Vector Machines for Polycategorical Classification. ECML 2002: 456-467
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStuart Andrews, Ioannis Tsochantaridis, Thomas Hofmann: Support Vector Machines for Multiple-Instance Learning. NIPS 2002: 561-568
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYasemin Altun, Thomas Hofmann, Mark Johnson: Discriminative Learning for Label Sequences via Boosting. NIPS 2002: 977-984
32no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLScott Doniger, Thomas Hofmann, Miao-Hui Joanne Yeh: Predicting CNS Permeability of Drug Molecules: Comparison of Neural Network and Support Vector Machine Algorithms. Journal of Computational Biology 9(6): 849 (2002)
2001
31no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristina Toutanova, Francine Chen, Kris Popat, Thomas Hofmann: Text Classification in a Hierarchical Mixture Model for Small Training Sets. CIKM 2001: 105-112
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: Learning What People (Don't) Want. ECML 2001: 214-225
29no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: Unsupervised Learning by Probabilistic Latent Semantic Analysis. Machine Learning 42(1/2): 177-196 (2001)
2000
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStéphane Ducasse, Thomas Hofmann, Oscar Nierstrasz: OpenSpaces: An Object-Oriented Framework for Reconfigurable Coordination Spaces. COORDINATION 2000: 1-18
27no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKeith Hall, Thomas Hofmann: Learning Curved Multinomial Subfamilies for Natural Language Processing and Information Retrieval. ICML 2000: 351-358
26no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid A. Cohn, Thomas Hofmann: The Missing Link - A Probabilistic Model of Document Content and Hypertext Connectivity. NIPS 2000: 430-436
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: Learning probabilistic models of the Web. SIGIR 2000: 369-371
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: ProbMap - A probabilistic approach for mapping large document collections. Intell. Data Anal. 4(2): 149-164 (2000)
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Thomas Hofmann, Joachim M. Buhmann: A theory of proximity based clustering: structure detection by optimization. Pattern Recognition 33(4): 617-634 (2000)
1999
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Joachim M. Buhmann, Thomas Hofmann: Histogram Clustering for Unsupervised Image Segmentation. CVPR 1999: 2602-2608
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: Probabilistic Topic Maps: Navigating through Large Text Collections. IDA 1999: 161-172
20no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: The Cluster-Abstraction Model: Unsupervised Learning of Topic Hierarchies from Text Data. IJCAI 1999: 682-687
19no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Jan Puzicha: Latent Class Models for Collaborative Filtering. IJCAI 1999: 688-693
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: Learning the Similarity of Documents: An Information-Geometric Approach to Document Retrieval and Categorization. NIPS 1999: 914-920
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: Probabilistic Latent Semantic Indexing. SIGIR 1999: 50-57
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann: Probabilistic Latent Semantic Analysis. UAI 1999: 289-296
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Thomas Hofmann, Joachim M. Buhmann: Histogram clustering for unsupervised segmentation and image retrieval. Pattern Recognition Letters 20(9): 899-909 (1999)
1998
14no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Joachim M. Buhmann, Thomas Hofmann: Discrete Mixture Models for Unsupervised Image Segmentation. DAGM-Symposium 1998: 135-142
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Jan Puzicha, Michael I. Jordan: Learning from Dyadic Data. NIPS 1998: 466-472
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Jan Puzicha, Joachim M. Buhmann: Unsupervised Texture Segmentation in a Deterministic Annealing Framework. IEEE Trans. Pattern Anal. Mach. Intell. 20(8): 803-818 (1998)
1997
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Thomas Hofmann, Joachim M. Buhmann: Non-parametric Similarity Measures for Unsupervised Texture Segmentation and Image Retrieval. CVPR 1997: 267-272
10no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Jan Puzicha, Joachim M. Buhmann: Deterministic Annealing for Unsupervised Texture Segmentation. EMMCVPR 1997: 213-228
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Jan Puzicha, Joachim M. Buhmann: An Optimization Approach to Unsupervised Hierarchical Texture Segmentation. ICIP (3) 1997: 213-216
8no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: Active Data Clustering. NIPS 1997
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: Pairwise Data Clustering by Deterministic Annealing. IEEE Trans. Pattern Anal. Mach. Intell. 19(1): 1-14 (1997)
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: Correction to "Pairwise Data Clustering by Deterministic Annealing". IEEE Trans. Pattern Anal. Mach. Intell. 19(2): 192 (1997)
1996
5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: An Annealed ``Neural Gas'' Network for Robust Vector Quantization. ICANN 1996: 151-156
4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: Inferring Hierarchical Clustering Structures by Deterministic Annealing. KDD 1996: 363-366
1995
3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Wolfram Burgard, Armin B. Cremers, Dieter Fox, Thomas Hofmann, Frank E. Schneider, Jiannis Strikos, Sebastian Thrun: The Mobile Robot RHINO. AI Magazine 16(2): 31-38 (1995)
1994
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: Multidimensional Scaling and Data Clustering. NIPS 1994: 459-466
1993
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Thomas Hofmann: Central and Pairwise Data Clustering by Competitive Neural Networks. NIPS 1993: 104-111

Coauthor Index

1James Allan [37]
2Yasemin Altun [33] [42] [44] [48] [49] [53]
3Stuart Andrews [34] [36] [40]
4Jay Aslam [37]
5Justin Basilico [45] [47] [56]
6Nicholas J. Belkin [37]
7Jörg Bergner [68]
8Niels Birbaumer [55]
9Matthew B. Blaschko [65] [66]
10Martin Bogdan [55]
11Benedikt Brors [59]
12Ralph Bruder [68]
13Chris Buckley [37]
14Joachim M. Buhmann [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [14] [15] [22] [23]
15Wolfram Burgard [3]
16Lijuan Cai [39] [52] [63]
17James P. Callan (Jamie Callan) [37]
18Francine Chen [31]
19Massimiliano Ciaramita [41]
20David A. Cohn [26]
21Armin B. Cremers [3]
22W. Bruce Croft [37]
23Scott Doniger [32]
24Stéphane Ducasse [28]
25Susan T. Dumais [37]
26Peter Fankhauser [62]
27Dieter Fox [3]
28Norbert Fuhr [37]
29Elisabeth Georgii [59]
30David Gondek [50] [54] [60]
31Keith Hall [27]
32Donna Harman [37]
33David J. Harper [37]
34Djoerd Hiemstra [37]
35N. Jeremy Hill [55]
36Thilo Hinterberger [55]
37Eduard H. Hovy [37]
38Thorsten Joachims [48] [53] [67]
39Mark Johnson [33] [41]
40Michael I. Jordan [13]
41Christina König [68]
42Wessel Kraaij [37]
43John D. Lafferty [37]
44Thomas Navin Lal [55]
45Christoph H. Lampert [65] [66]
46Victor Lavrenko [37]
47David D. Lewis [37]
48Elizabeth D. Liddy (Liz Liddy) [37]
49Raghavan Manmatha (R. Manmatha) [37]
50Andrew McCallum [37]
51Bhaskar Mehta [58] [61] [62] [64]
52Jürgen Mellinger [55]
53Ha Quang Minh [51]
54Wolfgang Nejdl [61]
55Oscar Nierstrasz [28]
56Jay M. Ponte [37]
57Kris Popat [31]
58John M. Prager [37]
59Hubert Preissl (Hubert Preißl) [55]
60Jan Puzicha [9] [10] [11] [12] [13] [14] [15] [19] [22] [23]
61Dragomir R. Radev [37]
62Philip Resnik [37]
63Stephen E. Robertson (Stephen Robertson) [37]
64Ronald Rosenfeld (Roni Rosenfeld) [37]
65Wolfgang Rosenstiel [55]
66Salim Roukos [37]
67Mark Sanderson [37]
68Frank E. Schneider [3]
69Bernhard Schölkopf [46] [55]
70Richard M. Schwartz [37]
71Amit Singhal [37]
72Alan F. Smeaton [37]
73Alexander J. Smola (Alex J. Smola) [44] [49]
74Jiannis Strikos [3]
75Michael Tangermann (Michael Schröder) [55]
76Sebastian Thrun [3]
77Kristina Toutanova [31]
78Ioannis Tsochantaridis [34] [35] [36] [42] [48] [53]
79Howard R. Turtle [37]
80Ellen M. Voorhees [37]
81Ralph M. Weischedel [37]
82Thomas Wolf [59]
83Jinxi Xu [37]
84Miao-Hui Joanne Yeh [32]
85Chun-Nam John Yu [67]
86Yisong Yue [67]
87ChengXiang Zhai (Chengxiang Zhai) [37]
88Dengyong Zhou [46]

Colors in the list of coauthors

Copyright © Fri Mar 12 12:56:28 2010 by Michael Ley (ley@uni-trier.de)