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PAKDD
2005
ACM
120views Data Mining» more  PAKDD 2005»
14 years 29 days ago
Speeding-Up Hierarchical Agglomerative Clustering in Presence of Expensive Metrics
In several contexts and domains, hierarchical agglomerative clustering (HAC) offers best-quality results, but at the price of a high complexity which reduces the size of datasets ...
Mirco Nanni
PKDD
2005
Springer
142views Data Mining» more  PKDD 2005»
14 years 29 days ago
Speeding Up Logistic Model Tree Induction
Logistic Model Trees have been shown to be very accurate and compact classifiers [8]. Their greatest disadvantage is the computational complexity of inducing the logistic regressi...
Marc Sumner, Eibe Frank, Mark A. Hall
WEA
2005
Springer
294views Algorithms» more  WEA 2005»
14 years 29 days ago
Partitioning Graphs to Speed Up Dijkstra's Algorithm
Rolf H. Möhring, Heiko Schilling, Birk Sch&uu...
MSWIM
2004
ACM
14 years 28 days ago
Speeding up the evaluation of multimedia streaming applications in MANETs using HMMs
Mobile ad-hoc networks (MANETs) present quite large packet loss bursts due to mobility. In this work we propose two models based on hidden Markov models for estimating packet arri...
Carlos Miguel Tavares Calafate, Pietro Manzoni, Ma...
EDBT
2004
ACM
147views Database» more  EDBT 2004»
14 years 27 days ago
Clustering Multidimensional Extended Objects to Speed Up Execution of Spatial Queries
Abstract. We present a cost-based adaptive clustering method to improve average performance of spatial queries (intersection, containment, enclosure queries) over large collections...
Cristian-Augustin Saita, François Llirbat