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A Review of Microsoft Academic Services for Science of Science Studies
- Kuansan Wang, Zhihong Shen, +7 authors Richard Rogahn
- Medicine, Computer ScienceFront. Big Data
- 3 December 2019
The use of three key AI technologies that underlies its prowess in capturing scholarly communications with adequate quality and broad coverage are focused on, including a reinforcement learning approach to assessing scholarly importance for entities participating in scholarly communications, called the saliency, that serves both as an analytic and a predictive metric in MAS.
Autonomous Thermalling as a Partially Observable Markov Decision Process (Extended Version)
- Iain Guilliard, Richard Rogahn, Jim Piavis, A. Kolobov
- Computer Science, EngineeringRobotics: Science and Systems
- 24 May 2018
This work model autonomous thermalling as a POMDP and presents a receding-horizon controller based on it as part of ArduPlane, a popular open-source autopilot, and compares it to an existing alternative in a series of live flight tests involving two sUAVs thermalling simultaneously.
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature
This work proposes a general approach for vertical search based on domain-specific pretraining and presents a case study for the biomedical domain, which performs comparably or better than the best systems in the official TREC-COVID evaluation, a COVID-related biomedical search competition.