Michael R. Berthold

2009
55	EE	Nicolas Cebron, Michael R. Berthold: Active learning for object classification: from exploration to exploitation. Data Min. Knowl. Discov. 18(2): 283-299 (2009)
2008
54		Jean-François Boulicaut, Michael R. Berthold, Tamás Horváth: Discovery Science, 11th International Conference, DS 2008, Budapest, Hungary, October 13-16, 2008. Proceedings Springer 2008
53	EE	Michael R. Berthold, Fabian Dill, Tobias Kötter, Kilian Thiel: Supporting Creativity: Towards Associative Discovery of New Insights. PAKDD 2008: 14-25
52	EE	Nicolas Cebron, Michael R. Berthold: Adaptive prototype-based fuzzy classification. Fuzzy Sets and Systems 159(21): 2806-2818 (2008)
51	EE	Thomas R. Gabriel, Michael R. Berthold: Corrigendum to: Influence of fuzzy norms and other heuristics on "Mixed fuzzy rule formation" [Int. J. Approx. Reasoning 35 (2004) 195-202]. Int. J. Approx. Reasoning 47(2): 265 (2008)
2007
50		Michael R. Berthold, Katharina Morik, Arno Siebes: Parallel Universes and Local Patterns, 01.05. - 04.05.2007 Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2007
49		Michael R. Berthold, John Shawe-Taylor, Nada Lavrac: Advances in Intelligent Data Analysis VII, 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings Springer 2007
48	EE	Michael R. Berthold, Katharina Morik, Arno Siebes: 07181 Abstracts Collection -- Parallel Universes and Local Patterns . Parallel Universes and Local Patterns 2007
47	EE	Michael R. Berthold, Katharina Morik, Arno Siebes: 07181 Introduction -- Parallel Universes and Local Patterns . Parallel Universes and Local Patterns 2007
46	EE	Michael R. Berthold, Bernd Wiswedel: Learning in Parallel Universes. Parallel Universes and Local Patterns 2007
45	EE	Kilian Thiel, Fabian Dill, Tobias Kötter, Michael R. Berthold: Towards Visual Exploration of Topic Shifts. SMC 2007: 522-527
44	EE	Bernd Wiswedel, Michael R. Berthold: Fuzzy clustering in parallel universes. Int. J. Approx. Reasoning 45(3): 439-454 (2007)
43	EE	Giuseppe Di Fatta, Michael R. Berthold: Decentralized load balancing for highly irregular search problems. Microprocessors and Microsystems 31(4): 273-281 (2007)
2006
42		Michael R. Berthold, Robert C. Glen, Ingrid Fischer: Computational Life Sciences II, Second International Symposium, CompLife 2006, Cambridge, UK, September 27-29, 2006, Proceedings Springer 2006
41	EE	Giuseppe Di Fatta, Antonino Fiannaca, Riccardo Rizzo, Alfonso Urso, Michael R. Berthold, Salvatore Gaglio: Context-Aware Visual Exploration of Molecular Datab. ICDM Workshops 2006: 136-141
40	EE	Giuseppe Di Fatta, Michael R. Berthold: Decentralized Load Balancing for Highly Irregular Search Problems. ISCC 2006: 220-226
39	EE	Nicolas Cebron, Michael R. Berthold: Adaptive Active Classification of Cell Assay Images. PKDD 2006: 79-90
38	EE	Giuseppe Di Fatta, Michael R. Berthold: Dynamic Load Balancing for the Distributed Mining of Molecular Structures. IEEE Trans. Parallel Distrib. Syst. 17(8): 773-785 (2006)
2005
37		Michael R. Berthold, Robert C. Glen, Kay Diederichs, Oliver Kohlbacher, Ingrid Fischer: Computational Life Sciences, First International Symposium, CompLife 2005, Konstanz, Germany, September 25-27, 2005, Proceedings Springer 2005
36	EE	Christian Borgelt, Michael R. Berthold, David E. Patterson: Molecular Fragment Mining for Drug Discovery. ECSQARU 2005: 1002-1013
35	EE	Giuseppe Di Fatta, Michael R. Berthold: High Performance Subgraph Mining in Molecular Compounds. HPCC 2005: 866-877
34		Giuseppe Di Fatta, Michael R. Berthold: Efficient Mining of Discriminative Molecular Fragments. IASTED PDCS 2005: 619-625
33	EE	Thomas R. Gabriel, A. Simona Pintilie, Michael R. Berthold: Exploring Hierarchical Rule Systems in Parallel Coordinates. IDA 2005: 97-108
32	EE	Michael R. Berthold: Data Analysis in the Life Sciences - Sparking Ideas -. PKDD 2005: 1
31	EE	Michael R. Berthold, Bernd Wiswedel, David E. Patterson: Interactive exploration of fuzzy clusters using Neighborgrams. Fuzzy Sets and Systems 149(1): 21-37 (2005)
2004
30	EE	Thorsten Meinl, Michael R. Berthold: Hybrid fragment mining with MoFa and FSG. SMC (5) 2004: 4559-4564
29	EE	Christian Borgelt, Thorsten Meinl, Michael R. Berthold: Advanced pruning strategies to speed up mining closed molecular fragments. SMC (5) 2004: 4565-4570
28	EE	Thomas R. Gabriel, Michael R. Berthold: Influence of fuzzy norms and other heuristics on "Mixed fuzzy rule formation". Int. J. Approx. Reasoning 35(2): 195-202 (2004)
27	EE	Michael R. Berthold, Marco Ortolani, David E. Patterson, Frank Höppner, Ondine Callan, Heiko Hofer: Fuzzy information granules in time series data. Int. J. Intell. Syst. 19(7): 607-618 (2004)
26	EE	Michael R. Berthold, Elizabeth Bradley, Rudolf Kruse: Guest Editorial: "Advances in intelligent data analysis". Intell. Data Anal. 8(5): 437-438 (2004)
25	EE	Heiko Hofer, Christian Borgelt, Michael R. Berthold: Large scale mining of molecular fragments with wildcards. Intell. Data Anal. 8(5): 495-504 (2004)
2003
24		Michael R. Berthold, Hans-Joachim Lenz, Elizabeth Bradley, Rudolf Kruse, Christian Borgelt: Advances in Intelligent Data Analysis V, 5th International Symposium on Intelligent Data Analysis, IDA 2003, Berlin, Germany, August 28-30, 2003, Proceedings Springer 2003
23		Michael R. Berthold, David J. Hand: Intelligent Data Analysis, An Introduction, 2nd editon Springer 2003
22	EE	Heiko Hofer, Christian Borgelt, Michael R. Berthold: Large Scale Mining of Molecular Fragments with Wildcards. IDA 2003: 376-385
21	EE	Thomas R. Gabriel, Michael R. Berthold: Constructing Hierarchical Rule Systems. IDA 2003: 76-87
20	EE	Michael R. Berthold: Mixed fuzzy rule formation. Int. J. Approx. Reasoning 32(2-3): 67-84 (2003)
2002
19	EE	Christian Borgelt, Michael R. Berthold: Mining Molecular Fragments: Finding Relevant Substructures of Molecules. ICDM 2002: 51-58
18	EE	Michael R. Berthold, Bernd Wiswedel, David E. Patterson: Neighborgram Clustering Interactive Exploration of Cluster Neighborhoods. ICDM 2002: 581-584
2000
17		Rosaria Silipo, Michael R. Berthold: Input features' impact on fuzzy decision processes. IEEE Transactions on Systems, Man, and Cybernetics, Part B 30(6): 821-834 (2000)
16	EE	David J. Hand, Douglas H. Fisher, Michael R. Berthold: Advances in intelligent data analysis. Intell. Data Anal. 4(2): 93-95 (2000)
1999
15		David J. Hand, Joost N. Kok, Michael R. Berthold: Advances in Intelligent Data Analysis, Third International Symposium, IDA-99, Amsterdam, The Netherlands, August 1999, Proceedings Springer 1999
14	EE	Ingrid Fischer, Manuel Koch, Michael R. Berthold: Learning and Rewriting in Fuzzy Rule Graphs. AGTIVE 1999: 263-270
13	EE	Rosaria Silipo, Michael R. Berthold: Discriminative Power of Input Features in a Fuzzy Model. IDA 1999: 87-98
12	EE	Michael R. Berthold, Klaus-Peter Huber: Constructing fuzzy graphs from examples. Intell. Data Anal. 3(1): 37-53 (1999)
1998
11		Michael R. Berthold, Paul R. Cohen, Xiaohui Liu: Intelligent Data Analysis: Reasoning About Data. AI Magazine 19(4): 131-134 (1998)
10	EE	Xiaohui Liu, Paul R. Cohen, Michael R. Berthold: Editorial: Reasoning About Data. Intell. Data Anal. 2(1-4): 63-66 (1998)
9	EE	Michael R. Berthold, Klaus-Peter Huber: Missing Values and Learning of Fuzzy Rules. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 6(2): 171-178 (1998)
8	EE	Michael R. Berthold, Jay Diamond: Constructive training of probabilistic neural networks. Neurocomputing 19(1-3): 167-183 (1998)
1997
7		Xiaohui Liu, Paul R. Cohen, Michael R. Berthold: Advances in Intelligent Data Analysis, Reasoning about Data, Second International Symposium, IDA-97, London, UK, August 4-6, 1997, Proceedings Springer 1997
6	EE	Klaus-Peter Huber, Michael R. Berthold: Simulation Data Analysis Using Fuzzy Graphs. IDA 1997: 347-358
5	EE	Michael R. Berthold, Fay Sudweeks, Sid Newton, Richard D. Coyne: Clustering on the Net: Applying an autoassociative neural network to computer-mediated discussions. J. Computer-Mediated Communication 2(4): (1997)
1996
4	EE	Klaus-Peter Huber, Michael R. Berthold, Helena Szczerbicka: Fuzzy Graph Based Metamodeling. Winter Simulation Conference 1996: 418-425
3		Klaus-Peter Huber, Michael R. Berthold, Helena Szczerbicka: Analysis of Simulation Models with Fuzzy Graph Based Metamodeling. Perform. Eval. 27/28(4): 473-490 (1996)
1994
2		Michael R. Berthold, Fridtjof Feldbusch: Ein Trainingsverfahren für Radial Basis Function Netzwerke mit dynamischer Selektion der Zentren und Adaption der Radii. Fuzzy Days 1994: 78-85
1	EE	Michael R. Berthold, Jay Diamond: Boosting the Performance of RBF Networks with Dynamic Decay Adjustment. NIPS 1994: 521-528

Coauthor Index

1	Christian Borgelt	[19] [22] [24] [25] [29] [36]
2	Jean-François Boulicaut	[54]
3	Elizabeth Bradley	[24] [26]
4	Ondine Callan	[27]
5	Nicolas Cebron	[39] [52] [55]
6	Paul R. Cohen	[7] [10] [11]
7	Richard D. Coyne	[5]
8	Jay Diamond	[1] [8]
9	Kay Diederichs	[37]
10	Fabian Dill	[45] [53]
11	Giuseppe Di Fatta	[34] [35] [38] [40] [41] [43]
12	Fridtjof Feldbusch	[2]
13	Antonino Fiannaca	[41]
14	Ingrid Fischer	[14] [37] [42]
15	Douglas H. Fisher	[16]
16	Thomas R. Gabriel	[21] [28] [33] [51]
17	Salvatore Gaglio	[41]
18	Robert C. Glen	[37] [42]
19	David J. Hand	[15] [16] [23]
20	Heiko Hofer	[22] [25] [27]
21	Frank Höppner	[27]
22	Tamás Horváth	[54]
23	Klaus-Peter Huber	[3] [4] [6] [9] [12]
24	Manuel Koch	[14]
25	Oliver Kohlbacher	[37]
26	Joost N. Kok	[15]
27	Tobias Kötter	[45] [53]
28	Rudolf Kruse	[24] [26]
29	Nada Lavrac	[49]
30	Hans-Joachim Lenz	[24]
31	Xiaohui Liu	[7] [10] [11]
32	Thorsten Meinl	[29] [30]
33	Katharina Morik	[47] [48] [50]
34	Sid Newton	[5]
35	Marco Ortolani	[27]
36	David E. Patterson	[18] [27] [31] [36]
37	A. Simona Pintilie	[33]
38	Riccardo Rizzo	[41]
39	John Shawe-Taylor	[49]
40	Arno Siebes	[47] [48] [50]
41	Rosaria Silipo	[13] [17]
42	Fay Sudweeks	[5]
43	Helena Szczerbicka	[3] [4]
44	Kilian Thiel	[45] [53]
45	Alfonso Urso	[41]
46	Bernd Wiswedel	[18] [31] [44] [46]

Colors in the list of coauthors