This book constitutes the refereed proceedings of the 10th IEEE International Conference Beyond Databases, Architectures, and Structures, BDAS 2014, held in Ustron, Poland, in May 2014. data warehousing and big data; computational intelligence and data mining; bioinformatics and biological data analysis; spatial data analysis;