Hierarchical classifier with overlapping class groups
IT Podolak - Expert Systems with Applications, 2008 - Elsevier
In this paper a novel complex classifier architecture is proposed. The architecture has a
hierarchical tree-like structure with simple artificial neural networks (ANNs) at each node …
hierarchical tree-like structure with simple artificial neural networks (ANNs) at each node …
A hierarchical classifier with growing neural gas clustering
IT Podolak, K Bartocha - Adaptive and Natural Computing Algorithms: 9th …, 2009 - Springer
A novel architecture for a hierarchical classifier (HC) is defined. The objective is to combine
several weak classifiers to form a strong one, but a different approach from those known, eg …
several weak classifiers to form a strong one, but a different approach from those known, eg …
Hierarchical rules for a hierarchical classifier
IT Podolak - Adaptive and Natural Computing Algorithms: 8th …, 2007 - Springer
A system of rule extraction out of a complex hierarchical classifier is proposed in this paper.
There are several methods for rule extraction out of trained artificial neural networks (ANN's) …
There are several methods for rule extraction out of trained artificial neural networks (ANN's) …
A new notion of weakness in classification theory
IT Podolak, A Roman - Computer Recognition Systems 3, 2009 - Springer
The notion of a weak classifier, as one which is “a little better” than a random one, was
introduced first for 2-class problems [1]. The extensions to K-class problems are known. All …
introduced first for 2-class problems [1]. The extensions to K-class problems are known. All …
Двухслойный векторный персептрон для решения задачи распознавания бинарных образов
МЮ Мальсагов, ВМ Крыжановский… - … продукты и системы, 2014 - cyberleninka.ru
Для решения задачи поиска ближайшего соседа в конфигурационном пространстве
предложена новая модель нейронной сети–двухслойный векторный персептрон …
предложена новая модель нейронной сети–двухслойный векторный персептрон …
Double-Layer Vector Perceptron for Binary Patterns Recognition
V Kryzhanovskiy, I Zhelavskaya - Artificial Neural Networks: Methods and …, 2015 - Springer
A new model–Double-Layer Vector Perceptron (DLVP)–is proposed. Compared with a
single-layer perceptron, its operation requires slightly more computations (by 5%) and more …
single-layer perceptron, its operation requires slightly more computations (by 5%) and more …
Two-Layer Vector Perceptron
V Kryzhanovsky, I Zhelavskaya… - Artificial Neural Networks …, 2013 - Springer
LNCS 8131 - Two-Layer Vector Perceptron Page 1 V. Mladenov et al. (Eds.): ICANN 2013,
LNCS 8131, pp. 42–49, 2013. © Springer-Verlag Berlin Heidelberg 2013 Two-Layer Vector …
LNCS 8131, pp. 42–49, 2013. © Springer-Verlag Berlin Heidelberg 2013 Two-Layer Vector …
[图书][B] Klasyfikator hierarchiczny z nakładającymi się grupami klas
I Podolak - 2012 - ruj.uj.edu.pl
Praca przedstawia koncepcję hierarchicznego klasyfikatora HCOC (ang. Hierarchical
Classifier with Overlapping Clusters) zbudowanego przy użyciu nowego paradygmatu …
Classifier with Overlapping Clusters) zbudowanego przy użyciu nowego paradygmatu …
[引用][C] ПРИМЕНЕНИЕ ИЕРАРХИЧЕСКОГО КЛАССИФИКАТОРА К ЗАДАЧЕ РАСПОЗНАВАНИЯ МАТЕМАТИЧЕСКИХ СИМВОЛОВ
ИН Закирова, ПВ Скрибцов