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Fuzzy logic seems to be neglected in the field of machine learning

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Key words: "fuzzy" and "soft"
Number of appearance in some major machine learning conferences since 2000.


KDD (EIC: 0.97)

08 Las Vegas: 0 0 / Total accepted: 134

07 San Jose: 0 0 / Total accepted: 114

06 Philadelphia: 0 0 / Total accepted: 114

05 Chicago: 0 0 / Total accepted: 104

04 Seattle: 0 0 / Total accepted: 112

03 Washington: 0 0 / Total accepted: 96

02 Edmonton: 0 0 / Total accepted: 88

01 San Francisco: 0 0 / Total accepted: 72

00 Boston: 0 1 / Total accepted: 79
William W. Cohen, Henry A. Kautz, David A. McAllester: Hardening Soft Information Sources.


ICML (EIC:0.95)

08 Helsinki: 0 0 / Total accepted: 157

07 Corvallis: 0 0 / Total accepted: 150

06 Pittsburgh: 0 0 / Total accepted: 140

05 Bonn: 0 0 / Total accepted: 134

04 Banff: 0 0 / Total accepted: 117

03 Washington: 0 0 / Total accepted: 116

02 Sydney: 0 0 / Total accepted: 87

01 Williamstown: 1 1 / Total accepted: 80
Manish Sarkar, Tze-Yun Leong: Application of Fuzzy Similarity-Based Fractal Dimensions to Characterize Medical Time Series.
Dan Pelleg, Andrew W. Moore: Mixtures of Rectangles: Interpretable Soft Clustering.

00 Stanford: 0 0 / Total accepted: 151


ECML (EIC: 0.76)

08 Antwerp: 0 0 / Total accepted: 110

07 Warsaw: 0 0 / Total accepted: 82

06 Berlin: 0 0 / Total accepted: 87

05 Porto: 0 0 / Total accepted: 78

04 Pisa: 2 0 / Total accepted: 56
Mark Last: Multi-objective Classification with Info-Fuzzy Networks.
Jacobus van Zyl, Ian Cloete: Simultaneous Concept Learning of Fuzzy Rules.

03 Cavtat-Dubrovnik: 0 0 / Total accepted: 44

02 Helsinki: 0 0 / Total accepted: 45

01 Freiburg: 0 0 / Total accepted: 55

00 Barcelona: 0 0 / Total accepted: 45


ICDM (EIC: 0.73)

07 Omaha: 0 0 / Total accepted: 101

06 Hong Kong: 0 0 / Total accepted: 155

05 Houston: 1 1 / Total accepted: 140
Chi-Ho Tsang, Sam Kwong, Hanli Wang: Anomaly Intrusion Detection Using Multi-Objective Genetic Fuzzy System and Agent-Based Evolutionary Computation Framework.
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu: Combining Multiple Clusterings by Soft Correspondence.

04 Brighton: 1 0 / Total accepted: 105
Mehmet Kaya, Reda Alhajj: Integrating Multi-Objective Genetic Algorithms into Clustering for Fuzzy Association Rules Mining.

03 Melbourne: 3 0 / Total accepted: 127
Reda Alhajj, Mehmet Kaya: Integrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining.
Mehmet Kaya, Reda Alhajj: Facilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering.
Hongwei Zhu, Otman A. Basir: A K-NN Associated Fuzzy Evidential Reasoning Classifier with Adaptive Neighbor Selection.

02 Maebashi City: 0 0 / Total accepted: 121

01 San Jose: 4 0 / Total accepted: 109
Wai-Ho Au, Keith C. C. Chan: Classification with Degree of Membership: A Fuzzy Approach.
Tzung-Pei Hong, Yeong-Chyi Lee: Mining Coverage-Based Fuzzy Rules by Evolutional Computation.
Ming-Chuan Hung, Don-Lin Yang: An Efficient Fuzzy C-Means Clustering Algorithm.
Hisao Ishibuchi, Takashi Yamamoto, Tomoharu Nakashima: Fuzzy Data Mining: Effect of Fuzzy Discretization.


And similar results one can get from NIPS: all zero…
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Written by Weiwei

05/02/2009 在 01:20

发表在 学术

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