I. INTRODUCTION  

II. SMART BUILDINGS: CONCEPT AND ARCHITECTURE  

III. SMART BUILDING COMPONENTS  

IV. ML BACKGROUND FOR SBS: MODELS, TASKS, AND TOOLS  

V. APPLICATIONS OF ML-BASED CONTEXT-AWARE SYSTEMS FOR SBS  

VI. OPEN ISSUES AND FUTURE RESEARCH DIRECTIONS  

VII. CONCLUSIONS  