Classifying readmissions to a cardiac intensive care unit

Analyzing initial public offerings' short-term performance using decision trees and SVMs

(2015) Eyup Bastı et al.   DECISION SUPPORT SYSTEMS

Developing an early warning system to predict currency crises

(2014) Cuneyt Sevim et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A machine learning-based usability evaluation method for eLearning systems

(2013) Asil Oztekin et al.   DECISION SUPPORT SYSTEMS

Intensive care unit bounce back in trauma patients

(2013) Samir M. Fakhry et al.   Journal of Trauma and Acute Care Surgery

Intensive care readmission: A contemporary review of the literature

(2013) Malcolm Elliott et al.   Intensive and Critical Care Nursing

Data mining using clinical physiology at discharge to predict ICU readmissions

(2012) A.S. Fialho et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fishing for answers to avoid intensive care unit readmissions

(2011) Christa A. Schorr   CRITICAL CARE MEDICINE

Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics

(2011) Victoria López et al.   EXPERT SYSTEMS WITH APPLICATIONS

Factors associated with increased risk of readmission to intensive care in Australia

(2011) J. Renton et al.   INTENSIVE CARE MEDICINE

A model to predict short-term death or readmission after intensive care unit discharge

(2011) Islem Ouanes et al.   JOURNAL OF CRITICAL CARE

Improving safety and documentation in intrahospital transport: Development of an intrahospital transport tool for critically ill patients

(2010) Rebecca J. Jarden et al.   Intensive and Critical Care Nursing

Toward breast cancer survivability prediction models through improving training space

(2009) Jaree Thongkam et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel measure for evaluating classifiers

(2009) Jin-Mao Wei et al.   EXPERT SYSTEMS WITH APPLICATIONS

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Predictors and Outcome of ICU Readmission after Cardiac Surgery

(2009) J. Litmathe et al.   THORACIC AND CARDIOVASCULAR SURGEON

Review of A Large Clinical Series: Intrahospital Transport of Critically Ill Patients: Outcomes, Timing, and Patterns

(2009) Louis P. Voigt et al.   JOURNAL OF INTENSIVE CARE MEDICINE

Adjusted support vector machines based on a new loss function

(2008) Shuchun Wang et al.   ANNALS OF OPERATIONS RESEARCH

Predicting death and readmission after intensive care discharge

(2008) A.J. Campbell et al.   BRITISH JOURNAL OF ANAESTHESIA

Cluster-based under-sampling approaches for imbalanced data distributions

(2008) Show-Jane Yen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Imbalanced text classification: A term weighting approach

(2007) Ying Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS