The 14th International Conference on Machine Learning and Applications (IEEE ICMLA'15) will be held in Miami, Florida, USA, December , 2015. The aim of the conference is to bring researchers working in the areas of machine learning and applications together. The conference will cover both theoretical and experimental research results. Submission of machine learning papers describing machine learning applications in fields like medicine, biology, industry, manufacturing, security, education, virtual environments, game playing and problem solving is strongly encouraged.