Our research team aims to seek and develop the possibilities and opportunities of using novel machine learning techniques and optimization algorithms in industrial and public enterprises. In this context, by combining known optimization algorithms with machine learning techniques, we offer problem-specific, model-oriented and data-centered decision support systems to the use of institutions and businesses with business analytics and intelligence approaches.