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Titlebook: Discovery Science; 12th International C João Gama,Vítor Santos Costa,Pavel B. Brazdil Conference proceedings 2009 Springer-Verlag Berlin He

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Algorithm and Feature Selection for VegOut: A Vegetation Condition Prediction Tool,n indicators to identify historical patterns between drought and vegetation conditions indices and predict future vegetation conditions based on these patterns at multiple time steps (2, 4 and 6-week outlooks). This paper evaluates different sets of data mining techniques and various climatic indice
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Mining Frequent Bipartite Episode from Event Sequences, .. Then, we present an algorithm that finds all frequent bipartite episodes from an input sequence without duplication in .(|Σ| ·.) time per an episode and in .(|Σ|..) space, where Σ is an alphabet, . is total input size of ., and . is the length of .. Finally, we give experimental results on artif
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Learning Large Margin First Order Decision Lists for Multi-Class Classification,ccurate solution to a multi-class problem can be obtained by using a logic based learning method. In this paper we present a novel logic based approach to solve challenging multi-class classification problems. Our technique is based on the use of large margin methods in conjunction with the kernels
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