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ATAL
2009
Springer
15 years 10 months ago
Integrating organizational control into multi-agent learning
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in largescale systems. In this work, we develop an organization-b...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
145
Voted
CIKM
2009
Springer
15 years 10 months ago
Potential collaboration discovery using document clustering and community structure detection
Complex network analysis is a growing research area in a wide variety of domains and has recently become closely associated with data, text and web mining. One of the most active ...
Cristian Klen dos Santos, Alexandre Evsukoff, Beat...
107
Voted
EDBT
2010
ACM
155views Database» more  EDBT 2010»
15 years 10 months ago
Reducing metadata complexity for faster table summarization
Since the visualization real estate puts stringent constraints on how much data can be presented to the users at once, table summarization is an essential tool in helping users qu...
K. Selçuk Candan, Mario Cataldi, Maria Luis...
ICC
2007
IEEE
130views Communications» more  ICC 2007»
15 years 10 months ago
Evaluating the Performance of Web Services Composition for Network Management
Abstract— The composition of network management information is a feature widely required but not properly supported in traditional management technologies. In the last years, Web...
Ricardo Lemos Vianna, Maria Janilce Bosquiroli Alm...
147
Voted
WECWIS
2007
IEEE
172views ECommerce» more  WECWIS 2007»
15 years 9 months ago
An Analysis Tool for Execution of BPEL Services
Business Process Execution Language (BPEL) is an XML-based language for specifying services. There have been numerous recent research and development efforts in both statically an...
Ariane Gravel, Xiang Fu, Jianwen Su
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