Statistical natural language processing has been actively studied in the field of Artificial Intelligence. My research is mainly focused on applying machine learning methods in Information Retrieval, Text Categorization, Sentiment Analysis, Text Segmentation, Text Summarization, Privacy Policy Analysis, and Text Mining.
We a research-intensive laboratory focussed on improving human health, circadian biology, new treatments for heart disease, and our results are published in high impact journals.
My research initiatives aim to develop novel/enhance existing treatment approaches in clinical pain management (diagnosis and treatment) and musculoskeletal biomechanics/pathomechanics associated with chronic diseases and aging.
My main areas of research include computer systems security and intrusion detection and prevention systems. In the latter part, I aim to create an intrusion detection and prevention system which are able to detect and protect network intrusions effectively and in reasonable
In the context of global challenges, I work in the area on communication and information for agricultural innovation and community economic development. I lead the Regional and Rural Broadband (R2B2) project.