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2011
15 years 1 months ago
Fuzzy sets in machine learning and data mining
Machine learning, data mining, and several related research areas are concerned with methods for the automated induction of models and the extraction of interesting patterns from ...
Eyke Hüllermeier
PODS
2004
ACM
130views Database» more  PODS 2004»
16 years 6 months ago
Computational Complexity of Itemset Frequency Satisfiability
Computing frequent itemsets is one of the most prominent problems in data mining. We introduce a new, related problem, called FREQSAT: given some itemset-interval pairs, does ther...
Toon Calders
SIGMOD
2000
ACM
212views Database» more  SIGMOD 2000»
15 years 11 months ago
SQLEM: Fast Clustering in SQL using the EM Algorithm
Clustering is one of the most important tasks performed in Data Mining applications. This paper presents an e cient SQL implementation of the EM algorithm to perform clustering in...
Carlos Ordonez, Paul Cereghini
ICRA
2005
IEEE
175views Robotics» more  ICRA 2005»
16 years 5 days ago
Flexure Design Rules for Carbon Fiber Microrobotic Mechanisms
— Mechanisms utilizing rigid links and relatively small flexural joints are very suitable for fabrication at the meso scale. The Micromechanical Flying Insect (MFI) project at U...
Srinath Avadhanula, Ronald S. Fearing
AIIA
2005
Springer
16 years 4 days ago
Handling Continuous-Valued Attributes in Incremental First-Order Rules Learning
Machine Learning systems are often distinguished according to the kind of representation they use, which can be either propositional or first-order logic. The framework working wi...
Teresa Maria Altomare Basile, Floriana Esposito, N...