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Just after his PhD in statistics, Dr. Ji has worked for a research statistician for more than twenty years and collaborated with scientists in medicine, public health and nursing. Dr. Ji can be an expert in scientific trials. He has taught a graduate level system on medical trials for 12 a long time and are actually the principal statistician on NIH sponsored trials to the previous 20 years. He's presently on six NIH R01 grants. Dr. Ji’s recent investigation desire is in building and making use of equipment learning/AI for biomedical large knowledge programs which include authentic time checking and interventions using sensor facts, microbiome details Assessment and large scale simulations for scientific demo design and style.

By using a focus on the general public sector, Abeyon also supplies expertise in processing significant volumes of paperwork to extract know-how and increase insights. Their suite of NLP-dependent methods, named Clarifi, transforms complex text documents into precious insights.

His investigate passions lie with the intersection of sampling idea, signal and impression processing, inverse challenges, computer eyesight and machine Studying, with individual emphasis on creating novel computational imaging and sensing techniques.

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He utilizes combinatorial optimization, approximate dynamic programming and deep reinforcement Mastering methodologies for determination-generating underneath uncertainty.

He is also serious about cloud computing and am investigating a new cloud support architecture that provides both protection and manageability advantage, using the concept of going-focus on protection. A further space of my recent investigate is security of cell computing units like Android, and how to combine static Assessment and plan enforcement to accomplish preferred stability Houses. He is usually working on cyber-physical method (CPS) stability using a give attention to coming up with a framework for look at this web-site making certain safety/protection Qualities of differing types of CPSes via a unified safe genuine-time operating process (RTOS) platform.

He has studied a variety of types of rational tactics in protection Evaluation of sophisticated devices, which led to your MulVAL network security analyzer, and also the SnIPS intrusion Investigation Instrument.

Generative Synthetic Intelligence (genAI) provides alternatives to ethically and efficiently progress our institutional mission. USF is committed to actively engaging using this type of swiftly creating technologies To maximise these prospects.