Big-data analysis

Big-data analysis relates to conducting multi-disciplinary research on large-scale, unstructured, multimodal and complex data to find innovative and practical solutions, and creating value from big data in business, scientific and social applications.

Dr Hongzhi Yin is the current director of the Responsible and Sustainable Big Data Intelligence (RSBDI) Lab. The RSBDI strives to develop energyefficient, privacy-preserving, robust, explainable and fair data mining and machine learning techniques with theoretical backbones to better discover actionable patterns and intelligence from large-scale, heterogeneous, networked, dynamic and sparse data. RSBDI joins forces with other fields such as urban transportation, healthcare, agriculture, E-commerce and marketing to help solve the societal, environmental and economic challenges humanity faces.