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» Reminiscences on influential papers
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HIS
2008
13 years 11 months ago
Artificial Data Sets Based on Knowledge Generators: Analysis of Learning Algorithms Efficiency
This paper proposes a methodology to generate artificial data sets to evaluate the behavior of machine learning techniques. The methodology relies in the definition of a domain an...
Joaquin Rios-Boutin, Albert Orriols-Puig, Josep Ma...
ICWSM
2008
13 years 11 months ago
Finding Influencers and Consumer Insights in the Blogosphere
In this paper, we attempt to specify the influencer and the influential terms in consumer package goods by using the influence diffusion model (IDM). IDM calculates the spread of ...
Naohiro Matsumura, Hikaru Yamamoto, Daisuke Tomoza...
IJCAI
2001
13 years 11 months ago
Link Analysis, Eigenvectors and Stability
The HITS and the PageRank algorithms are eigenvector methods for identifying "authoritative" or "influential" articles, given hyperlink or citation information...
Andrew Y. Ng, Alice X. Zheng, Michael I. Jordan
IJCAI
1997
13 years 11 months ago
Implementing BDI-like Systems by Direct Execution
While the Belief, Desire, Intention (BDI) framework is one of the most influential and appealing approaches to rational agent architectures, a gulf often exists between the high-l...
Michael Fisher
DATASCIENCE
2008
79views more  DATASCIENCE 2008»
13 years 10 months ago
Report from the first Workshop on Extremely Large Databases
Industrial and scientific datasets have been growing enormously in size and complexity in recent years. The largest transactional databases and data warehouses can no longer be ho...
Jacek Becla, Kian-Tat Lim