Robust Optimization and Data Classification for Characterization of Huntington Disease Onset via Duality Methods

Estimating disease onset from change points of markers measured with error

(2020) Unkyung Lee et al.   BIOSTATISTICS

A comprehensive survey on support vector machine classification: Applications, challenges and trends

(2020) Jair Cervantes et al.   NEUROCOMPUTING

Exact conic programming reformulations of two-stage adjustable robust linear programs with new quadratic decision rules

(2020) D. Woolnough et al.   Optimization Letters

Dynamic reliability analysis using the extended support vector regression (X-SVR)

(2019) Jinwen Feng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Psychosis and longitudinal outcomes in Huntington disease: the COHORT Study

(2019) Michael H Connors et al.   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

An Exact Formula for Radius of Robust Feasibility of Uncertain Linear Programs

(2017) T. D. Chuong et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

Radius of robust feasibility formulas for classes of convex programs with uncertain polynomial constraints

(2016) M.A. Goberna et al.   OPERATIONS RESEARCH LETTERS

Robust solutions to multi-objective linear programs with uncertain data

(2015) M.A. Goberna et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Huntington disease

(2015) Gillian P. Bates et al.   Nature Reviews Disease Primers

Robust SOS-convex polynomial optimization problems: exact SDP relaxations

(2014) V. Jeyakumar et al.   Optimization Letters

Tracking motor impairments in the progression of Huntington's disease

(2013) Jeffery D. Long et al.   MOVEMENT DISORDERS

Predicting seminal quality with artificial intelligence methods

(2012) David Gil et al.   EXPERT SYSTEMS WITH APPLICATIONS

Support vector machine classifiers with uncertain knowledge sets via robust optimization

(2012) V. Jeyakumar et al.   OPTIMIZATION

Theory and Applications of Robust Optimization

(2011) Dimitris Bertsimas et al.   SIAM REVIEW

Simultaneous classification and feature selection via convex quadratic programming with application to HIV-associated neurocognitive disorder assessment

(2010) Michelle Dunbar et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A screening algorithm for HIV-associated neurocognitive disorders

(2010) LA Cysique et al.   HIV MEDICINE