The monograph presents neuro-fuzzy methods and algorithms for the mining of multidimensional complex data. Applications of neural network technologies in economics, pattern recognition, navigation, management, oil and gas prospecting are considered. For specialists, doctoral students, graduate students and students engaged in the development, research and study of electronic equipment, algorithmic and software.