Computer Science: Data Mining

Data mining predicts from relationships found using classical statistics, machine learning, and artificial intelligence, searching for large amounts of data, extracting useful information, finding consistent patterns and trends between variables, An analysis process that builds a model. The result is then applied to a new subset of data and its effectiveness is tested. We perform two basic tasks, description and prediction. Descriptive mining tasks characterize the general characteristics of the data in the database.

These methods hidden under buzzwords such as Artificial Intelligence, Big Data, Cognitive Computing, Data Science, Data Mining, Machine Learning, etc. are based on value-based medical in clinical fields including cardiothoracic surgery "Next It has been proved to answer the question. Urology, orthopedics, orthopedics, otolaryngology, general surgery, transplantation, trauma and neurosurgery, cancer prediction and prognosis, and incidence of intensive care units. Empirical evidence for over 20 years shows excellent predictive performance, but these methods are almost monopolistic property in academia.

MCS-DS is valuable in statistics and informatics through four core areas of computer science: data visualization, machine learning, data mining, cloud computing, and university statistics and courses developed jointly with iSchool We have developed expertise on skills. . According to the US News and World Report, the internal accounting course (undergraduate course and master's course) of the University of Illinois is the top three. It is estimated that the online course costs $ 272,000 and is the most expensive MSc program offered by the University of Illinois.

Dr. Computer Science, National University of Singapore, Senior Research Fellow at the University of Illinois Advanced Digital Science Center. Database queries, indexing of high dimensional data mining and causality analysis, data mining and machine learning in privacy protection, high speed data stream processing, and elastic cloud computing technology. 2008 Singapore National University President 's Award. 2015 IEEE Data Engineering Technical Committee (TCDE) Early Professional Research Award, and 2013 IEEE International Cloud Computing Conference Best Paper Award