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COLT
2008
Springer
15 years 8 months ago
Does Unlabeled Data Provably Help? Worst-case Analysis of the Sample Complexity of Semi-Supervised Learning
We study the potential benefits to classification prediction that arise from having access to unlabeled samples. We compare learning in the semi-supervised model to the standard, ...
Shai Ben-David, Tyler Lu, Dávid Pál
ECSA
2008
Springer
15 years 8 months ago
Automating Architecture Trade-Off Decision Making through a Complex Multi-attribute Decision Process
A typical software architecture design process requires the architects to make various trade-off architecture decisions. The architects need to consider different possibilities and...
Majid Makki, Ebrahim Bagheri, Ali A. Ghorbani
EDCC
2008
Springer
15 years 8 months ago
Software Faults Diagnosis in Complex OTS Based Safety Critical Systems
This work addresses the problem of software fault diagnosis in complex safety critical software systems. The transient manifestations of software faults represent a challenging is...
Gabriella Carrozza, Domenico Cotroneo, Stefano Rus...
EUROPAR
2008
Springer
15 years 8 months ago
Complex Queries for Moving Object Databases in DHT-Based Systems
Abstract. Distributed moving object database servers are a feasible solution to the scalability problem of centralized database systems. In this paper we propose a distributed inde...
Cecilia Hernández, M. Andrea Rodrígu...
ACL
2007
15 years 8 months ago
A Seed-driven Bottom-up Machine Learning Framework for Extracting Relations of Various Complexity
A minimally supervised machine learning framework is described for extracting relations of various complexity. Bootstrapping starts from a small set of n-ary relation instances as...
Feiyu Xu, Hans Uszkoreit, Hong Li