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SDM
2010
SIAM
156views Data Mining» more  SDM 2010»
15 years 8 months ago
Unsupervised Discovery of Abnormal Activity Occurrences in Multi-dimensional Time Series, with Applications in Wearable Systems
We present a method for unsupervised discovery of abnormal occurrences of activities in multi-dimensional time series data. Unsupervised activity discovery approaches differ from ...
Alireza Vahdatpour, Majid Sarrafzadeh
ECMDAFA
2010
Springer
132views Hardware» more  ECMDAFA 2010»
15 years 6 months ago
An Integrated Facet-Based Library for Arbitrary Software Components
Reuse is an important means of reducing costs and effort during the development of complex software systems. A major challenge is to find suitable components in a large library wit...
Matthias Schmidt, Jan Polowinski, Jendrik Johannes...
JMLR
2010
119views more  JMLR 2010»
15 years 1 months ago
A Convergent Online Single Time Scale Actor Critic Algorithm
Actor-Critic based approaches were among the first to address reinforcement learning in a general setting. Recently, these algorithms have gained renewed interest due to their gen...
Dotan Di Castro, Ron Meir
WOSP
2010
ACM
16 years 1 months ago
SLA-driven planning and optimization of enterprise applications
We propose a model-based methodology to size and plan enterprise applications under Service Level Agreements (SLAs). Our approach is illustrated using a real-world Enterprise Reso...
Hui Li, Giuliano Casale, Tariq N. Ellahi
ICSOC
2004
Springer
15 years 12 months ago
Methodological support for service-oriented design with ISDL
Currently, service-oriented computing is mainly technology-driven. Most developments focus on the technology that enables enterprises to describe, publish and compose application ...
Dick A. C. Quartel, Remco M. Dijkman, Marten van S...