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» Working Models for Uncertain Data
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144
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ICML
2010
IEEE
15 years 5 months ago
Conditional Topic Random Fields
Generative topic models such as LDA are limited by their inability to utilize nontrivial input features to enhance their performance, and many topic models assume that topic assig...
Jun Zhu, Eric P. Xing
DSS
2007
76views more  DSS 2007»
15 years 3 months ago
Deadline-based escalation in process-aware information systems
Process-aware information systems are typically driven by process models capturing an idealized view of the actual processes. For example, most process models assume that planned ...
Wil M. P. van der Aalst, Michael Rosemann, Marlon ...
121
Voted
PROFES
2007
Springer
15 years 10 months ago
Project Cost Overrun Simulation in Software Product Line Development
The cost of a Software Product Line (SPL) development project sometimes exceeds the initially planned cost, because of requirements volatility and poor quality. In this paper, we p...
Makoto Nonaka, Liming Zhu, Muhammad Ali Babar, Mar...
157
Voted
KDD
2005
ACM
178views Data Mining» more  KDD 2005»
15 years 9 months ago
Failure detection and localization in component based systems by online tracking
The increasing complexity of today’s systems makes fast and accurate failure detection essential for their use in mission-critical applications. Various monitoring methods provi...
Haifeng Chen, Guofei Jiang, Cristian Ungureanu, Ke...
162
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SIGMOD
2011
ACM
297views Database» more  SIGMOD 2011»
14 years 6 months ago
Graph cube: on warehousing and OLAP multidimensional networks
We consider extending decision support facilities toward large sophisticated networks, upon which multidimensional attributes are associated with network entities, thereby forming...
Peixiang Zhao, Xiaolei Li, Dong Xin, Jiawei Han