Machine Learning - Special issue on inductive transfer
Virtual sample generation using a population of networks
Neural Processing Letters
Visual Identification by Signature Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Multilevel Classification Problem and a Monotonicity Hint
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
On the Need for a Neural Abstract Machine
Sequence Learning - Paradigms, Algorithms, and Applications
The Task Rehearsal Method of Life-Long Learning: Overcoming Impoverished Data
AI '02 Proceedings of the 15th Conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
On different facets of regularization theory
Neural Computation
Learning with side information: PAC learning bounds
Journal of Computer and System Sciences
Learning Object Representations Using A Priori Constraints Within ORASSYLL
Neural Computation
No Free Lunch for Noise Prediction
Neural Computation
A smoothing regularizer for feedforward and recurrent neural networks
Neural Computation
Circular road signs recognition with soft classifiers
Integrated Computer-Aided Engineering - Artificial Neural Networks
Requirements for Machine Lifelong Learning
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Inductive transfer with context-sensitive neural networks
Machine Learning
Commutativity as prior knowledge in fuzzy modeling
Fuzzy Sets and Systems
Commutativity as prior knowledge in fuzzy modeling
IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems
Selective transfer of task knowledge using stochastic noise
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Multitask semi-supervised learning with constraints and constraint exceptions
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Monotonic multi-layer perceptron networks as universal approximators
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Prediction-based regularization using data augmented regression
Statistics and Computing
Rotation invariant recognition of road signs with ensemble of 1-NN neural classifiers
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Improving learning by using artificial hints
Neurocomputing
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