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» The Practice of Cluster Analysis
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DICTA
2007
15 years 6 months ago
K-means Clustering for Classifying Unlabelled MRI Data
Texture analysis of the liver for the diagnosis of cirrhosis is usually region-of-interest (ROI) based. Integrity of the label of ROI data may be a problem due to sampling. This p...
Gobert N. Lee, Hiroshi Fujita
ICANNGA
2009
Springer
133views Algorithms» more  ICANNGA 2009»
15 years 11 months ago
Visualizing Time Series State Changes with Prototype Based Clustering
Modern process and condition monitoring systems produce a huge amount of data which is hard to analyze manually. Previous analyzing techniques disregard time information and concen...
Markus Pylvänen, Sami Äyrämö, ...
FMCO
2005
Springer
173views Formal Methods» more  FMCO 2005»
15 years 10 months ago
Cluster-Based LTL Model Checking of Large Systems
Abstract. In recent years a bundle of parallel and distributed algorithms for verification of finite state systems has appeared. We survey distributed-memory enumerative LTL mode...
Jiri Barnat, Lubos Brim, Ivana Cerná
IJCAI
2007
15 years 6 months ago
Surprise as Shortcut for Anticipation: Clustering Mental States in Reasoning
To enhance effectiveness in real world applications, autonomous agents have to develop cognitive competencies and anticipatory capabilities. Here we point out their strong liaison...
Michele Piunti, Cristiano Castelfranchi, Rino Falc...
SBACPAD
2004
IEEE
112views Hardware» more  SBACPAD 2004»
15 years 5 months ago
Performance Characterisation of Intra-Cluster Collective Communications
Although recent works try to improve collective communication in grid systems by separating intra and intercluster communication, the optimisation of communications focus only on ...
Luiz Angelo Barchet-Estefanel, Grégory Moun...