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ICASSP
2011
IEEE
14 years 7 months ago
Belief theoretic methods for soft and hard data fusion
In many contexts, one is confronted with the problem of extracting information from large amounts of different types soft data (e.g., text) and hard data (from e.g., physics-based...
Thanuka Wickramarathne, Kamal Premaratne, Manohar ...
ICTAI
2005
IEEE
15 years 9 months ago
ACE: An Aggressive Classifier Ensemble with Error Detection, Correction, and Cleansing
Learning from noisy data is a challenging and reality issue for real-world data mining applications. Common practices include data cleansing, error detection and classifier ensemb...
Yan Zhang, Xingquan Zhu, Xindong Wu, Jeffrey P. Bo...
251
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PROLAMAT
1998
15 years 5 months ago
Cooperative Information Management for Distributed Production Nodes
Advanced manufacturing environments nowadays involve a number of cooperating heterogeneous nodes, where each node supports a distinct activity, and their joint efforts and informa...
Hamideh Afsarmanesh, Ammar Benabdelkader, Louis O....
WSDM
2010
ACM
213views Data Mining» more  WSDM 2010»
16 years 1 months ago
Corroborating Information from Disagreeing Views
We consider a set of views stating possibly conflicting facts. Negative facts in the views may come, e.g., from functional dependencies in the underlying database schema. We want ...
Alban Galland, Serge Abiteboul, Amélie Mari...
VLDB
1997
ACM
110views Database» more  VLDB 1997»
15 years 8 months ago
The Network as a Global Database: Challenges of Interoperability, Proactivity, Interactiveness, Legacy
The current integrated developments in network and computing give rise to a technical infrastructure for the information society which one may variously circumscribe by terms such...
Peter C. Lockemann, Ulrike Kölsch, Arne Kosch...