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KDD
1998
ACM
141views Data Mining» more  KDD 1998»
15 years 6 months ago
Rule Discovery from Time Series
We consider the problem of nding rules relating patterns in a time series to other patterns in that series, or patterns in one series to patterns in another series. A simple examp...
Gautam Das, King-Ip Lin, Heikki Mannila, Gopal Ren...
99
Voted
CORR
2008
Springer
69views Education» more  CORR 2008»
15 years 2 months ago
Solving Time of Least Square Systems in Sigma-Pi Unit Networks
The solving of least square systems is a useful operation in neurocomputational modeling of learning, pattern matching, and pattern recognition. In these last two cases, the soluti...
Pierre Courrieu
123
Voted
PKDD
2007
Springer
109views Data Mining» more  PKDD 2007»
15 years 8 months ago
Matching Partitions over Time to Reliably Capture Local Clusters in Noisy Domains
Abstract. When seeking for small clusters it is very intricate to distinguish between incidental agglomeration of noisy points and true local patterns. We present the PAMALOC algor...
Frank Höppner, Mirko Böttcher
ICDM
2008
IEEE
117views Data Mining» more  ICDM 2008»
15 years 9 months ago
RTM: Laws and a Recursive Generator for Weighted Time-Evolving Graphs
How do real, weighted graphs change over time? What patterns, if any, do they obey? Earlier studies focus on unweighted graphs, and, with few exceptions, they focus on static snap...
Leman Akoglu, Mary McGlohon, Christos Faloutsos
SIGSOFT
2008
ACM
16 years 3 months ago
Towards compositional synthesis of evolving systems
Synthesis of system configurations from a given set of features is an important and very challenging problem. This paper makes a step towards this goal by describing an efficient ...
Shiva Nejati, Mehrdad Sabetzadeh, Marsha Chechik, ...