Norbert Jankowski, Włodzisław Duch, Krzysztof Grąbczewski
This book defines and discusses new theoretical and practical trends in meta-learning, which shifts the focus of the field of computational intelligence (CI) from individual learning algorithms to the higher level of learning how to learn.
This book defines and discusses new theoretical and practical trends in meta-learning, which shifts the focus of the field of computational intelligen...
Alessandro Villa, Włodzisław Duch, Péter Érdi, Francesco Masulli, Günther Palm
Constitutes the proceedings of the 22nd International Conference on Artificial Neural Networks, ICANN 2012, held in Lausanne, Switzerland, in September 2012.
Constitutes the proceedings of the 22nd International Conference on Artificial Neural Networks, ICANN 2012, held in Lausanne, Switzerland, in Septembe...
Norbert Jankowski, Włodzisław Duch, Krzysztof Grąbczewski
Computational Intelligence (CI) community has developed hundreds of algorithms for intelligent data analysis, but still many hard problems in computer vision, signal processing or text and multimedia understanding, problems that require deep learning techniques, are open. Modern data mining packages contain numerous modules for data acquisition, pre-processing, feature selection and construction, instance selection, classification, association and approximation methods, optimization techniques, pattern discovery, clusterization, visualization and post-processing. A large data mining...
Computational Intelligence (CI) community has developed hundreds of algorithms for intelligent data analysis, but still many hard problems in compu...
