All Outputs (4)

A comparative study of missing value imputation with multiclass classification for clinical heart failure data (2012)
Presentation / Conference Contribution
Zhang, Y., Kambhampati, C., Davis, D. N., Goode, K., & Cleland, J. G. F. A comparative study of missing value imputation with multiclass classification for clinical heart failure data. Presented at 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery

Clinical data often contains missing values. Imputation is one of the best known schemes to overcome the drawbacks associated with missing values in data mining tasks. In this work, we compared several imputation methods and analyzed their performanc... Read More about A comparative study of missing value imputation with multiclass classification for clinical heart failure data.

Estimation of cardiovascular patient risk with a Bayesian network (2011)
Presentation / Conference Contribution
Bohacik, J., & Davis, D. (2011, June). Estimation of cardiovascular patient risk with a Bayesian network. Presented at Transcom 2011

Cardiovascular decision-making support experiences increasing research interest of scientists.Ongoing collaborations between clinicians and computer scientists are looking at the application of datamining techniques to the area of individual patient... Read More about Estimation of cardiovascular patient risk with a Bayesian network.

A computational framework for aesthetical navigation in musical search space
Presentation / Conference Contribution
Arshi, S., & Davis, D. A computational framework for aesthetical navigation in musical search space

Paper presented at 3rd AISB symposium on computational creativity, AISB 2016, 4-6th April, Sheffield. Abstract. This article addresses aspects of an ongoing project in the generation of artificial Persian (-like) music. Liquid Persian Music software... Read More about A computational framework for aesthetical navigation in musical search space.

Risk estimation of cardiovascular patients using Weka
Presentation / Conference Contribution
Bohacik, J., Davis, D., & Benedikovic, M. Risk estimation of cardiovascular patients using Weka. Presented at International Conference on Open Source Software in Education, Research and IT Solution, Zilina, Slovakia

Cardiovascular diseases remain the most prevalent cause of deaths worldwideand their prevention requires major life-style changes using limited health-care resources.Remote decision support for cardiovascular patients seems to allow them to lead a pr... Read More about Risk estimation of cardiovascular patients using Weka.