Strengthening Links Between Data Analysis and Soft Computing

Vol. 315. Дордрехт , Лондон , Хайдельберг , Нью-Йорк : Springer, 2015.

Научный редактор: P. Grzegorzewski, M. Gagolewsi, O. Hryniewicz, M. A. Gil

This book gathers contributions presented at the 7th International Conference on Soft Methods in Probability and Statistics SMPS 2014, held in Warsaw (Poland) on September 22-24, 2014. Its aim is to present recent results illustrating new trends in intelligent data analysis. It gives a comprehensive overview of current research into the fusion of soft computing methods with probability and statistics.
Synergies of both fields might improve intelligent data analysis methods in terms of robustness to noise and applicability to larger datasets, while being able to efficiently obtain understandable solutions of real-world problems.

Главы книги

On Comparison of Distorted Histograms

Лепский А. Е., , in: Strengthening Links Between Data Analysis and Soft ComputingVol. 315.: Dordrecht, L., Heidelberg, NY: Springer, 2015. P. 159–166.

Добавлено: 1 октября 2014 г.

The fuzzy representation of prior information for separating outliers in statistical experiments.

Броневич А. Г., Мацыпаев Д. А., , in: Strengthening Links Between Data Analysis and Soft ComputingVol. 315.: Dordrecht, L., Heidelberg, NY: Springer, 2015. P. 167–174.

Добавлено: 5 марта 2015 г.

Ключевые слова: soft computing, intelligent data analysis, computational intelligence