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IJCNN
2007
IEEE
15 years 4 months ago
Transfer Learning in Decision Trees
— Most research in machine learning focuses on scenarios in which a learner faces a single learning task, independently of other learning tasks or prior knowledge. In reality, ho...
Jun Won Lee, Christophe G. Giraud-Carrier
ISVC
2009
Springer
15 years 4 months ago
Stochastic Optimization for Rigid Point Set Registration
In this paper we propose a new method for pairwise rigid point set registration. We pay special attention to noise robustness, outlier resistance and global optimal alignment. The ...
Chavdar Papazov, Darius Burschka
SCALESPACE
2005
Springer
15 years 3 months ago
Matrix-Valued Filters as Convex Programs
Matrix-valued images gain increasing importance both as the output of new imaging techniques and as the result of image processing operations, bearing the need for robust and effic...
Martin Welk, Florian Becker, Christoph Schnör...
ISWC
2002
IEEE
15 years 2 months ago
Multi-Sensor Context Aware Clothing
Inspired by perception in biological systems, distribution of a massive amount of simple sensing devices is gaining more support in detection applications. A focus on fusion of se...
Kristof Van Laerhoven, Albrecht Schmidt, Hans-Wern...
CORR
2011
Springer
213views Education» more  CORR 2011»
14 years 5 months ago
Adapting to Non-stationarity with Growing Expert Ensembles
Forecasting sequences by expert ensembles generally assumes stationary or near-stationary processes; however, in complex systems and many real-world applications, we are frequentl...
Cosma Rohilla Shalizi, Abigail Z. Jacobs, Aaron Cl...