Concepedia

Doug Creighton

DC

57

Publications

3.3K

Citations

25

H-Index

2003

Active since

Affiliations

Deakin University(Current)

Oakland University

National University of Singapore

Doug Creighton is an author at Deakin University specializing in engineering, systems engineering, and data science.

Top concepts

EngineeringSystems EngineeringData ScienceComputer SciencePredictive AnalyticsComputer EngineeringForecastingUncertainty QuantificationOperations ResearchMachine Vision

Publications per year

2003–2021

57

Publications

57

Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals

Abbas Khosravi, Saeid Nahavandi, Doug Creighton et al. · IEEE Transactions on Neural Networks · 2010 · 718 citations

Mathematical Programming, Engineering, Machine Learning +20

Prediction Intervals for Short-Term Wind Farm Power Generation Forecasts

Abbas Khosravi, Saeid Nahavandi, Doug Creighton · IEEE Transactions on Sustainable Energy · 2013 · 252 citations

Forecasting Methodology, Reliability Engineering, Engineering +14

Construction of Optimal Prediction Intervals for Load Forecasting Problems

Abbas Khosravi, Saeid Nahavandi, Doug Creighton · IEEE Transactions on Power Systems · 2010 · 251 citations

Mathematical Programming, Engineering, Neural Network Parameters +18

Interval Type-2 Fuzzy Logic Systems for Load Forecasting: A Comparative Study

Abbas Khosravi, Saeid Nahavandi, Doug Creighton et al. · IEEE Transactions on Power Systems · 2012 · 193 citations

Fuzzy Systems, Engineering, Fuzzy Modeling +21

Prediction Intervals to Account for Uncertainties in Travel Time Prediction

Abbas Khosravi, Ehsan Mazloumi, Saeid Nahavandi et al. · IEEE Transactions on Intelligent Transportation Systems · 2011 · 173 citations

Transport Network Analysis, Engineering, Traffic Flow +25

Rows per page

1–5 of 57