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113
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IJCNN
2006
IEEE
15 years 8 months ago
Relative Gradient Learning for Independent Subspace Analysis
Abstract— Independent subspace analysis (ISA) is a generalization of independent component analysis (ICA), where multidimensional ICA is incorporated with the idea of invariant f...
Heeyoul Choi, Seungjin Choi
120
Voted
IJCNN
2006
IEEE
15 years 8 months ago
Semi-supervised feature selection via multiobjective optimization
Abstract— In previous work, we have shown that both unsupervised feature selection and the semi-supervised clustering problem can be usefully formulated as multiobjective optimiz...
Julia Handl, Joshua D. Knowles
IJCNN
2006
IEEE
15 years 8 months ago
Tristability in Model Neurons
— The tristability that a class of two-dimensional neuron models may exhibit is investigated in this paper. One proposition and three corollaries on saddles, which play an import...
Guang-Hong Wang, Ping Jiang
IJCNN
2006
IEEE
15 years 8 months ago
Generic Prioritization Framework for Target Selection and Instrument Usage for Reconnaissance Mission Autonomy
—A generic prioritization framework is introduced for addressing the problem of automated prioritization of target selection and instrument usage, applicable to Earth and Space r...
Wolfgang Fink
IJCNN
2006
IEEE
15 years 8 months ago
Reinforcement Learning for Platform-Independent Visual Robot Control
—This paper proposes a new architecture for robot control. A test scenario is outlined to test the proposed system and enable a comparison with an existing system, which is able ...
David Muse, Kevin Burn, Stefan Wermter