Andrea Aria
Clinical Associate Professor Department of Computer Information Systems- Education
- Ph.D., computer science, Georgia State University
- M.S., computer science, Clark Atlanta University
- M.S., earthquake engineering
- B.S., civil engineering
- Specializations
- software engineering
- object-oriented analysis and design
- programming languages
- algorithms analysis and design
- machine learning
- Biography
Dr. Aria's teaching and research interests are in software development, programming languages, machine learning and big data. He has several publications in the field of stream-mining and event-based pattern discovery in ACM Transactions on MIS, and sponsored conferences. He has taught courses in object-oriented programming, web programming, data structure and algorithm analysis and design. Since 2004 he has been working in the IT industry concentrating on software development.
- Publications
- Transition Discovery of Sequential Behaviors in Email Application Usage Using Hidden Markov Models, HICSS - 46, Wailea, Maui, Hawaii, January 2013
- Pattern Discovery of User Interface Sequencing by Rehabilitation Clients with Cognitive Impairments, HICSS - 45, Wailea, Maui, Hawaii, January 2012
- Discovery and Diagnosis of Behavioral Transitions in Rehabilitation Patient Event-Streams, ACM Transactions on Management Information Systems (TMIS) Volume 3 Issue 1, April 2012
- Diagnosing Stream-Mined Model Changes of Monitored Requirements for Cognitive Rehabilitation, HICSS - 44, Poipu, Kauai, Hawaii, January 2011
- Monitoring Behavioral Transitions in Cognitive Rehabilitation with Multi-Model Multi-Window Stream Mining, HICSS - 43, Koloa, Kauai, Hawaii, January 2010
- Development of a Text Mining Tool based on Collocational Expressions, World Automation Congress Seville, Spain, June 2004