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» Understanding the Yarowsky Algorithm
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118
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STOC
2005
ACM
135views Algorithms» more  STOC 2005»
16 years 2 months ago
On the bias of traceroute sampling: or, power-law degree distributions in regular graphs
Understanding the graph structure of the Internet is a crucial step for building accurate network models and designing efficient algorithms for Internet applications. Yet, obtaini...
Dimitris Achlioptas, Aaron Clauset, David Kempe, C...
127
Voted
EDBT
2006
ACM
179views Database» more  EDBT 2006»
16 years 2 months ago
TrajPattern: Mining Sequential Patterns from Imprecise Trajectories of Mobile Objects
Abstract. Mobile objects have become ubiquitous in our everyday lives, ranging from cellular phones to sensors, therefore, analyzing and mining mobile data becomes an interesting p...
Jiong Yang, Meng Hu
126
Voted
WSDM
2010
ACM
322views Data Mining» more  WSDM 2010»
15 years 11 months ago
Inferring Search Behaviors Using Partially Observable Markov (POM) Model
This article describes an application of the partially observable Markov (POM) model to the analysis of a large scale commercial web search log. Mathematically, POM is a variant o...
Kuansan Wang, Nikolas Gloy, Xiaolong Li
104
Voted
TACAS
2009
Springer
101views Algorithms» more  TACAS 2009»
15 years 9 months ago
Parametric Trace Slicing and Monitoring
Analysis of execution traces plays a fundamental role in many program analysis approaches. Execution traces are frequently parametric, i.e., they contain events with parameter bind...
Feng Chen, Grigore Rosu
CEC
2009
IEEE
15 years 9 months ago
Evolving coordinated quadruped gaits with the HyperNEAT generative encoding
— Legged robots show promise for complex mobility tasks, such as navigating rough terrain, but the design of their control software is both challenging and laborious. Traditional...
Jeff Clune, Benjamin E. Beckmann, Charles Ofria, R...