Publications 2005
- Fuzzy Frequent Pattern Discovery Based on Recursive Elimination
Xiaomeng Wang, Christian Borgelt, and Rudolf Kruse
Proc. 4th IEEE Int. Conf. on Machine Learning and Applications
(ICMLA'05, Los Angeles, CA), 391-396.
IEEE Press, Piscataway, NJ, USA 2005
icmla_05.pdf (159 kb)
icmla_05.ps.gz (140 kb)
(6 pages)
- On Canonical Forms for Frequent Graph Mining
Christian Borgelt
Workshop on Mining Graphs, Trees, and Sequences
(MGTS'05 at PKDD'05, Porto, Portugal), 1-12.
ECML/PKDD'05 Organization Committee, Porto, Portugal 2005.
mgts_05.pdf (260 kb)
mgts_05.ps.gz (171 kb)
(12 pages)
- MoSS: A Program for Molecular Substructure Mining
Christian Borgelt, Thorsten Meinl, and Michael R. Berthold
Workshop Open Source Data Mining Software
(OSDM'05, Chicago, IL), 6--15.
ACM Press, New York, NY, USA 2005.
moss_osdm.pdf (247 kb)
moss_osdm.ps.gz (160 kb)
(10 pages)
- An Implementation of the FP-growth Algorithm
Christian Borgelt
Workshop Open Source Data Mining Software
(OSDM'05, Chicago, IL), 1-5.
ACM Press, New York, NY, USA 2005.
fpgrowth.pdf (152 kb)
fpgrowth.ps.gz (116 kb)
(5 pages)
- Keeping Things Simple:
Finding Frequent Item Sets by Recursive Elimination
Christian Borgelt.
Workshop Open Source Data Mining Software
(OSDM'05, Chicago, IL), 66-70.
ACM Press, New York, NY, USA 2005
relim.pdf (166 kb)
relim.ps.gz (122 kb)
(5 pages)
- Minimum Weight Triangulation by Cutting Out Triangles
Magdalene Grantson, Christian Borgelt, and Christos Levcopoulos
Proc. 16th Annual Int. Symposium on Algorithms and Computation
(ISAAC'05, Sanya, China),
LNCS 3827:984-994.
Springer-Verlag, Heidelberg, Germany 2005.
isaac_05.pdf (239 kb)
isaac_05.ps.gz (185 kb)
(10 pages)
An earlier version of this paper was published as:
Technical Report LU-CS-TR:2005-235, ISSN 1650-1276 Report 155,
Lund University, Lund, Sweden 2005 (July 4, 2005).
cover_235.pdf (264 kb)
- A Fixed Parameter Algorithm for Minimum Weight
Triangulation: Analysis and Experiments
Magdalene Grantson, Christian Borgelt, and Christos Levcopoulos
Technical Report LU-CS-TR:2005-234, ISSN 1650-1276 Report 154,
Lund University, Lund, Sweden 2005 (April 20, 2005).
tr_234.pdf (273 kb)
tr_234.ps.gz (192 kb)
cover_234.pdf (264 kb)
(12 pages)
- Molecular Fragment Mining for Drug Discovery
Christian Borgelt, Michael R. Berthold, and David E. Patterson
Proc. 8th European Conf. on Symbolic and
Quantitative Approaches to Reasoning and Uncertainty
(ECSQARU'05, Barcelona, Spain),
LNCS 3571:1002-1013.
Springer-Verlag, Heidelberg, Germany 2005.
moss_ecs.pdf (224 kb)
moss_ecs.ps.gz (138 kb)
(12 pages)
- Probabilistic Graphical Models
for the Diagnosis of Analog Electrical Circuits
Christian Borgelt and Rudolf Kruse
Proc. 8th European Conf. on Symbolic and
Quantitative Approaches to Reasoning and Uncertainty
(ECSQARU'05, Barcelona, Spain),
LNCS 3571:100-110.
Springer-Verlag, Heidelberg, Germany 2005.
ecsqa_05.pdf (170 kb)
ecsqa_05.ps.gz (140 kb)
(11 pages)
- Fuzzy and Probabilistic Clustering
with Shape and Size Constraints
Christian Borgelt and Rudolf Kruse
Proc. 11th Int. Fuzzy Systems Association
World Congress (IFSA'05, Beijing, China), 945-950.
Tsinghua University Press and Springer-Verlag,
Beijing, China, and Heidelberg, Germany 2005.
sscons.pdf (133 kb)
sscons.ps.gz (220 kb)
(6 pages)
- Mining Fuzzy Frequent Item Sets
Xiaomeng Wang, Christian Borgelt, and Rudolf Kruse
Proc. 11th Int. Fuzzy Systems Association
World Congress (IFSA'05, Beijing, China), 528-533.
Tsinghua University Press and Springer-Verlag,
Beijing, China, and Heidelberg, Germany 2005.
ifsa_05.pdf (107 kb)
ifsa_05.ps.gz (70 kb)
(6 pages)
- Fuzzy Learning Vector Quantization
with Size and Shape Parameters
Christian Borgelt, Andreas Nürnberger, and Rudolf Kruse
Proc. 15th IEEE Int. Conf. on Fuzzy Systems
(FUZZ-IEEE'05, Reno, NV), on CD-ROM
IEEE Press, Piscataway, NJ, USA 2005
fieee_05.pdf (184 kb)
fieee_05.ps.gz (126 kb)
(6 pages)
- Effects of Irrelevant Attributes in Fuzzy Clustering
Christian Döring, Christian Borgelt, and Rudolf Kruse
Proc. 15th IEEE Int. Conf. on Fuzzy Systems
(FUZZ-IEEE'05, Reno, NV), on CD-ROM
IEEE Press, Piscataway, NJ, USA 2005
irratt.pdf (549 kb)
irratt.ps.gz (783 kb)
(6 pages)
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