𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Ensembles of ARTMAP-based neural networks: an experimental study

✍ Scribed by Anne M. P. Canuto; Araken M. Santos; Rogério R. Vargas


Publisher
Springer US
Year
2009
Tongue
English
Weight
651 KB
Volume
35
Category
Article
ISSN
0924-669X

No coin nor oath required. For personal study only.


📜 SIMILAR VOLUMES


An efficient gait recognition based on a
✍ Heesung Lee; Sungjun Hong; Euntai Kim 📂 Article 📅 2008 🏛 John Wiley and Sons 🌐 English ⚖ 325 KB

## Abstract The neural network ensemble is a learning paradigm where a collection of neural networks is trained for the same task. Generally, the ensemble shows better generalization performance than a single neural network. In this article, a selective neural network ensemble is applied to gait re

Modeling resonant frequency of microstri
✍ Tian Yu-Bo; Zhang Su-Ling; Li Jing-Yi 📂 Article 📅 2010 🏛 John Wiley and Sons 🌐 English ⚖ 190 KB

Resonant frequency is an important parameter in designing microstrip antenna (MSA). Selective neural network ensemble (NNE) methods based on decimal particle swarm optimization (PSO) algorithm and binary PSO algorithm are proposed in this study. The basic idea of the methods is to optimally select n

An alternative approach based on artific
✍ Marcus A.A. Reis; Rubén D. Sinisterra; Jadson C. Belchior 📂 Article 📅 2004 🏛 John Wiley and Sons 🌐 English ⚖ 176 KB

An alternative methodology based on artificial neural networks is proposed to be a complementary tool to other conventional methods to study controlled drug release. Two systems are used to test the approach; namely, hydrocortisone in a biodegradable matrix and rhodium (II) butyrate complexes in a b

Co-evolution of conventions and networks
✍ Rense Corten; Vincent Buskens 📂 Article 📅 2010 🏛 Elsevier Science 🌐 English ⚖ 618 KB

We study the emergence of conventions in dynamic networks experimentally. Conventions are modeled in terms of coordination games in which actors can choose both their behavior and their interaction partners. We study how macro-level outcomes of the process in terms of Pareto-efficiency and heterogen