Shuo Yang

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 10

Top Topics

Coronary Artery

Knowledge Intensive

Probabilistic Model

Top Venues

Publications

Harsha Kokel, Phillip Odom, Shuo Yang, Sriraam Natarajan
A Unified Framework for Knowledge Intensive Gradient Boosting: Leveraging Human Experts for Noisy Sparse Domains. AAAI (2020)
Yu Cheng, Shuo Yang, David Araújo, Yibo Yao, Yantao Yao
An Interactive Online Audience Extension System. IEEE BigData (2019)
Shuo Yang
Effective Learning of Probabilistic Models for Clinical Predictions from Longitudinal Data. CoRR (2018)
Shuo Yang, Somdeb Sarkhel, Saayan Mitra, Viswanathan Swaminathan
Personalized Video Recommendations for Shared Accounts. ISM (2017)
Shuo Yang, Mohammed Korayem, Khalifeh AlJadda, Trey Grainger, Sriraam Natarajan
Combining content-based and collaborative filtering for job recommendation system: A cost-sensitive Statistical Relational Learning approach. Knowl. Based Syst. 136 (2017)
Nandini Ramanan, Shuo Yang, Shaun J. Grannis, Sriraam Natarajan
Discriminative boosted Bayes networks for learning multiple cardiovascular procedures. BIBM (2017)
Shuo Yang, Fabian Hadiji, Kristian Kersting, Shaun J. Grannis, Sriraam Natarajan
Modeling heart procedures from EHRs: An application of exponential families. BIBM (2017)
Haley MacLeod, Shuo Yang, Kim Oakes, Kay Connelly, Sriraam Natarajan
Identifying Rare Diseases from Behavioural Data: A Machine Learning Approach. CHASE (2016)
Shuo Yang, Tushar Khot, Kristian Kersting, Sriraam Natarajan
Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach. AAAI (2016)
Shuo Yang, Mohammed Korayem, Khalifeh AlJadda, Trey Grainger, Sriraam Natarajan
Application of Statistical Relational Learning to Hybrid Recommendation Systems. CoRR (2016)
Shuo Yang, Kristian Kersting, Greg Terry, Jefferey Carr, Sriraam Natarajan
Modeling Coronary Artery Calcification Levels from Behavioral Data in a Clinical Study. AIME (2015)
Shuo Yang, Tushar Khot, Kristian Kersting, Gautam Kunapuli, Kris Hauser, Sriraam Natarajan
Learning from Imbalanced Data in Relational Domains: A Soft Margin Approach. ICDM (2014)
Shuo Yang, Sriraam Natarajan
Knowledge Intensive Learning: Combining Qualitative Constraints with Causal Independence for Parameter Learning in Probabilistic Models. ECML/PKDD (2) (2013)