Mark Dougherty

Combining kohonen maps with arima time series models to forecast traffic flow

Mascha C. van der Voort, Mark Dougherty, Susan Watson · Transportation Research Part C Emerging Technologies · 1996 · 832 citations · Full text

Forecasting Methodology, Traffic Theory, Kohonen Maps +8

Short-term inter-urban traffic forecasts using neural networks

Mark Dougherty, M R Cobbett · International Journal of Forecasting · 1997 · 274 citations

Engineering, Data Science, Traffic Prediction +6

Should we use neural networks or statistical models for short-term motorway traffic forecasting?

Howard R. Kirby, Susan Watson, Mark Dougherty · International Journal of Forecasting · 1997 · 211 citations

Traffic Theory, Engineering, Machine Learning +11

A prototype fuel-efficiency support tool

Mascha C. van der Voort, Mark Dougherty, M.F.A.M. van Maarseveen · Transportation Research Part C Emerging Technologies · 2001 · 157 citations

Engineering, Energy Efficiency, Energy Conversion +4

Classification of speech intelligibility in Parkinson's disease

Taha Khan, Jerker Westin, Mark Dougherty · Journal of Applied Biomedicine · 2013 · 86 citations

Health Sciences, Parkinson Disease, Speech Intelligibility +6