This volume is a selected collection of papers presented and discussed at the International Conference âAdvanced Computing for Innovation (AComIn 2015)â. The Conference was held at 10th -11th of November, 2015 in Sofia, Bulgaria and was aimed at providing a forum for international scientific exchange between Central/Eastern Europe and the rest of the world on several fundamental topics of computational intelligence. The papers report innovative approaches and solutions in hot topics of computational intelligence â advanced computing, language and semantic technologies, signal and image processing, as well as optimization and intelligent control.