Chronological list of published papers and reports 

 

Mark DOUGHERTY, September 2000

 

Note: this list does not include various unpublished working papers and confidential reports

 

 

Forthcoming

 

1.      Van der Voort, M., DOUGHERTY, M.S. and van Maarseveen, M. (2000). A new-generation fuel-efficiency support tool. Accepted for publication in Transportation Research Part C.

 

 

2000

 

2.      DOUGHERTY, M.S. and Ciuna, M. (2000). Data mining of accident data using neural networks. Presented at the 8th EURO Working Group on Transportation Conference, Rome.

 

3.      DOUGHERTY, M.S. (2000). Should ITS trainees study philosophy of science? To be presented at the 6th AATT conference, Singapore and presented again as an invited plenary speaker at the 8th Euro Working Group on Transportation Conference, Rome.

 

4.      DOUGHERTY, M.S., Fox, K., Cullip, M. and Boero, M. (2000). Technological advances which impact on micro-simulation modelling.  Transport Reviews Vol. 20, no. 2, pp145-172.

 

5.      DOUGHERTY, M.S., Burghout, W. (2000). Driver compliance with city-wide maximum idling time limits. Proc. Nordic-Baltic Transport Research Conference, Riga, April 2000.

 

6.      DOUGHERTY,  M.S. (2000). What has literature to offer computer science?  Presented at the Of One Mind: Reconfiguring the Humanities in the Age of IT Symposium, Karlskrona.

 

7.      DOUGHERTY, M.S. and Burghout, W. (2000). Driver compliance with idling time limits. Traffic Engineering and Control, Vol. 41, no. 2, pp60-63.

 

 

1999

 

8.      Van der Voort, M. and DOUGHERTY, M. S. (1999). Reducing fuel consumption by using a new fuel-efficiency support tool. Proc. AFRICON 1999, Cape Town (proceedings published by the IEEE).

 

9.      DOUGHERTY, M.S. (1999). The benefits of Intelligent Transport Systems to society. Keynote address to the 4th International Conference of Intelligent transport Systems Australia, Adelaide, May 1999.

 

10.  DOUGHERTY, M.S. and van der Voort M. (1999). An automata theory for autos. Proc. EURO mini-conference on artificial intelligence in transportation, Helsinki, 1999.

 

 

1998

 

11.  de Carvalho, M.C.M.,  DOUGHERTY, M.S., Fowkes, A. and Wardman, M. (1998). Forecasting travel demand: a comparison of logit models and artificial neural networks.  Journal of the Operations Research Society, Vol. 49, pp717-722.

 

12.  DOUGHERTY, M.S. (1998). Exploring traffic systems by elasticity analysis of neural networks. In: Himanen, V., Nijkamp, P. and Reggiani, A. (eds), Neural networks in transport applications. Ashgate.

 

13.  Van der Voort, M. and DOUGHERTY, M.S. (1998). A new generation fuel efficiency support tool. Proc. TRB summer workshop on transport and the environment, Ann Arbor.

 

14.  DOUGHERTY, M.S. (1998). Reducing transport’s environmental impact - the role of intelligent transport systems. Proceedings of the Chartered Institute of Transport in the UK, Vol. 7, No.2, pp 26-37.

 

15.  Chen, H., DOUGHERTY, M.S. and Grant-Muller, S. (1998). Neural networks for traffic forecasting on field data. Proc. International symposium on engineering of intelligent systems, University of La Laguna, Tenerife.

 

16.  DOUGHERTY, M.S. (1998). Invited keynote speaker and chair of special session on neural networks in transportation. International symposium on engineering of intelligent systems, University of La Laguna, Tenerife.

 

17.  DOUGHERTY, M.S., Chen, H. and Montgomery, F. (1998). Principle components based incident detection Proc. 5th International Conference on Applications of Advanced Technologies in Transportation, Newport Beach, California.

 

18.  Cullip, M. & DOUGHERTY, M.S. (1998). Reducing environmental costs of drive through facilities: the block queueing approach. Presented at Transportation Research Board Conference, Washington DC, 1998.

 

 

 

 

1997

 

19.  DOUGHERTY, M.S. (1997). Guest editorial: Applications of neural networks in transportation. Transportation Research C, Vol. 5 No. 5, pp 255-257.

 

20.  Nooralahiyan, A.Y., DOUGHERTY, M.S., McKeown, D. and Kirby, H. (1997). A field trial of acoustic signature analysis for vehicle classification.  Transportation Research Part C, Vol. 5, No.3/4, pp 165-177.

 

21.  DOUGHERTY, M.S. (1997). A block queueing system for slow moving traffic. Transportation Research Part D, Vol. 2 No. 4 pp 259-270..

 

  1. Chen, H. and DOUGHERTY, M.S. (1997). An investigation of detector spacing and forecasting performance using neural networks. Proc. Fourth World Congress in Intelligent Transport Systems, Berlin, October 1997. Submitted to the IEEE ITS journal.

 

23.  Corne, S., DOUGHERTY, M.S., Openshaw, S. and See, L. (1997). Some experiments with neural networks and fuzzy logic models of flood forecasting on the River Ouse: an initial assessment. Presented at the Second International Conference on GeoComputation, University of Otago, August 1997.

 

24.  DOUGHERTY, M.S. and Schintler L. (1997). Forecasting carbon monoxide concentrations near a sheltered intersection using video surveillance and neural networks: a comment. Transportation Research D, Vol. 2, No. 3, pp 221-22.

 

25.  DOUGHERTY, M.S. (1997). Prospects for a unified theory of traffic flow. Proc. Intelligent Transport Systems Australia Conference, Brisbane, March 1997.

 

26.  de Carvalho, M.C.M.,  DOUGHERTY, M., Fowkes, A. and Wardman, M. (1997) Neural networks to forecast travel demand. Proc. 1st European Conference on Intelligent Management Systems in Operations, University of Salford, March 1997.

 

27.  DOUGHERTY, M.S. and Cobbett, M.R. (1997). Short term inter-urban traffic forecasts using neural networks. International Journal of Forecasting Vol. 13  No. 1, pp 21-31.

 

28.  Kirby, H.R., Watson, S.M. and DOUGHERTY, M.S. (1997). Should we use neural networks or statistical models for short term motorway traffic forecasting? International Journal of Forecasting Vol. 13  No. 1, pp 43-50.

 

  1. Chen, H., Boyle, R., Montgomery, F., Kirby, H. and DOUGHERTY, M.S. (1997). Motorway incident detection using principal components analysis. Proc. IEE Colloquium on Incident Detection and Management, London, June 1997.

 

30.  DOUGHERTY, M.S. (1997). Meta-analysis of various short term load forecasts. Proc. of the Engineering Applications of Neural Networks Conference, Stockholm, June 1997.

31.  Clegg, S.J., Kirby, H.R., Duckett, R.A., Crolla, D.A. and DOUGHERTY, M.S. (1997). Elastomeric propultion for the hybrid vehicle of the future. Proc. of the 30th International Symposium on Automotive Technology and Automation. Florence, June 1997.

 

32.   Algers, S., Berhnauer, E., Boero, M., Breheret, L., Di Taranto, C., DOUGHERTY, M., Fox, K. And Gabard, J-F. (1997). Review of Micro-Simulation Models. EU DGVII Project 1059 SMARTEST Deliverable 3.

 

 

1996

 

33.  DOUGHERTY, M.S. (1996). Neural networks applied to transport. PhD Thesis, University of Leeds.

 

34.  Van der Voort, M., DOUGHERY, M.S. and Watson S.M. (1996). KARIMA - Combining Kohonen maps with ARIMA time series models to forecast traffic flow. Proc. Conf. Neural Network Applications in Highway and Vehicle engineering, Washington D.C. April 1996.

 

35.  Van der Voort, M., DOUGHERTY, M.S. and Watson S.M. (1996). Combining Kohonen maps with ARIMA time series models to forecast traffic flow. Transportation Research C, Vol. 4, No. 5. pp. 307-318.

 

36.  de Carvalho, M.C.M., DOUGHERTY, M.S., Fowkes, A.S. and Wardman, M. (1996). Discrete choice model estimation through neural networks. Paper presented at the 1996 UTSG Conference, Huddersfield, January 1996.

 

 

1995

 

  1. DOUGHERTY, M.S. (1995). A review of neural networks applied to transport.  Transportation Research C, Vol. 3, No. 4,  pp 247-260.

 

  1. DOUGHERTY, M.S. (1995). Exploring traffic systems by elasticity analysis of neural networks.  Proc. International Symposium on Neural Network Applications in Transport, Helsinki, Finland, 6-7 April 1995.

 

  1. de Carvalho, M.C.M., DOUGHERTY, M.S., Fowkes, A.S. and Wardman, M. (1995). Discrete choice model estimation through neural networks. Proc. 3rd Euro Working Group in Transportation, Barcelona, September 1995.

 

  1. Hadland, S.M., McKeown, D., Kirby, H.R., DOUGHERTY, M.S., Lopez, L.F.B, Ibbetson, L.J. and Roach, P.J. (1995). Classifying vehicles using their auditory signature based on an auditory model. Proc. 4th International Conference on Applications of Advanced Technologies in Transportation Engineering, Capri, Italy, June 1995.

1994

 

  1. DOUGHERTY, M.S., Kirby, H.R. and Boyle, R.D. (1994). Using neural networks to recognise, predict and  model traffic. In: Bielli, M., Ambrosino, G. and Boero, M. (eds). Artificial Intelligence Applications to Traffic Engineering Applications. VSP, Zeist, The Netherlands, pp 233-250.

 

  1. DOUGHERTY, M.S., Ibbetson, L.J., Kirby, H.R. and Montgomery, F.O. (1994). The assessment by micro-simulation of a rule-based real-time system for supervising urban traffic control.  In: Bielli, M., Ambrosino, G. and Boero, M. (eds).  Artificial Intelligence Applications to Traffic Engineering.  VSP, Zeist, The Netherlands, pp 251-266.

 

  1. Van Arem, B., Van der Vlist, M.J.M., Muste, M., De Ruiter, J.C.C., Smulders, S.A. and  DOUGHERTY, M.S. (1994). Models for monitoring the current and expected traffic state on inter-urban motorways.  In: Towards an Intelligent Transport System.  Proceedings, First World Congress on Applications of Transport Telematics and Intelligent Vehicle-Highway Systems, Paris, December 1994. Volume 3, pp 1186-1201.

 

  1. Van Arem, B., Van der Vlist, M.J.M., De Ruiter, J.C.C., Muste, M., Smulders, S.A., DOUGHERTY, M.S., Cobbett, M.R. and Kirby, H.R. (1994). Evaluation results of the models for monitoring the current and expected traffic state. DRIVE II Project V2044 (GERDIEN) Deliverable 16.

 

  1. DOUGHERTY, M.S. and Cobbett, M.R. (1994). Short term inter-urban traffic forecasts using neural networks.  Proceedings of the Second DRIVE II Workshop on Short-Term Traffic Forecasting, held in Delft, The Netherlands, December 1994. TNO-report INRO-VVG 1994-19, pp 65-79.

 

  1. Kirby, H.R., DOUGHERTY, M.S. and Watson, S.M. (1994). Should we use neural networks or statistical models for short term motorway traffic forecasting?  Proceedings of the Second DRIVE II Workshop on Short-Term Traffic Forecasting, held in Delft, The Netherlands, December 1994. TNO-report INRO-VVG 1994-19, pp 81-98.  

 

  1. No named authors - contributors Hoffmann-Leichter Consultants, University of Leeds, University of Southampton (1994). Improved journey time prediction. DRIVE II project V2033 (LLAMD, sub-project MARGOT) deliverable 6014.

 

 

1993

 

  1. DOUGHERTY, M.S.  and  Kirby, H.R. (1993). Using neural networks to forecast measurement parameters of motorway traffic data. Paper presented at the Third International Conference on Applications of Advanced Technologies in Transportation Engineering, (held in conjunction with the Pacific Rim TransTech Conference), Seattle, Washington, July 1993.

 

  1. Clark, S.D., DOUGHERTY, M.S.and Kirby, H.R. (1993). The use of neural networks and  time series models for short term traffic forecasting: a comparative study. In: Transportation Planning Methods, Proceedings of PTRC 21st Summer Annual Meeting, Manchester, September 1993, London.

 

  1. Kirby, H.R., Boyle, R.D. and  DOUGHERTY, M.S. (1993). Recognition of road traffic patterns using neural networks. Informing Technologies for Construction, Civil Engineering and  Transport, proceedings of Conference held at Brunel University, London, September 1993.

 

  1. DOUGHERTY, M.S., Kirby, H.R. and Boyle, R.D. (1993). The use of neural networks to recognise and predict traffic patterns.  Traffic Engineering and Control, 34(6), pp 311-314.

 

  1. Van Arem, B., DOUGHERTY, M.S. and De Winter, D. (1993). Functional design and implementation aspects of the network state monitoring and prediction system. DRIVE II Project V2044 (GERDIEN) Deliverable 9, Technical Annex 1.

 

  1. DOUGHERTY, M.S., Kirby, H.R., and Watson, S.M. (1993). Design of procedures for traffic forecasting using neural networks. DRIVE II Project V2044 (GERDIEN) Deliverable 9, Technical Annex 3.

 

 

1992

 

  1. Van Arem, B. and DOUGHERTY, M.S. (1992). Global design and information requirements - dynamic traffic monitoring system. DRIVE II Project V2044 (GERDIEN) Deliverable 2.

 

  1. DOUGHERTY, M.S. and Joint, M. (1992). A behavioural model of driver route choice using neural networks.  Paper presented at the International Conference on Artificial Intelligence Applications in Transportation Engineering, San Buenaventura, California, USA, June 1992.

 

  1. DOUGHERTY, M.S., Kirby, H.R. and Boyle, R.D. (1992). The use of neural networks to recognise and predict traffic patterns.  Paper presented at the 6th World Conference on Transport Research, Lyon, June-July 1992.

 

  1. DOUGHERTY, M.S., Ibbetson, L.J., and Kirby, H.R. (1992). CLAIRE: Its applicability as a supervisor for SCOOT UTC systems. Report commissioned by the Traffic Control Systems Unit, City of London.

 

 

 

 

 

1991

 

  1. DOUGHERTY, M.S. and Montgomery, F.O. (1991). A rule-based approach to traffic signal design. Proceedings of University Transport Studies Group Conference, Nottingham, January 1991.

 

  1. DOUGHERTY, M.S. and Kirby H.R. (1991). The use of neural networks for short-term traffic forecasting - an appraisal of the potential. Report commissioned by the TNO Institute of Spatial Organisation, The Netherlands.

 

  1. No named authors - contributing partners INRETS, Castle Rock Consultants, University of Nottingham, University of Leeds, Universitat Politecnica de Catalunya, Control Trafico SA. Demonstration proposals. (1991). DRIVE I Project V1015 (Artificial intelligence based systems for traffic control) Deliverable 18.

 

  1. No named authors - contributing partners INRETS, Universitat Politecnica de Catalunya, University of Nottingham, University of Leeds. (1991). Evaluation of the prototype expert system. DRIVE I Project V1015 (Artificial intelligence based systems for traffic control) Deliverable 16.

 

 

1990

 

  1. DOUGHERTY, M.S. and Montgomery, F.O. (1990). Knowledge elicitation from traffic signal engineers. Proceedings of 1st OECD Workshop on Knowledge-based Expert Systems in Transportation, Espoo, Finland, June 1990.

 

  1. No named authors - contributing partners INRETS, CR2A, University of Nottingham, University of Leeds (1990). Develop expert system prototype. DRIVE I Project V1015 (Artificial intelligence based systems for traffic control) Deliverable 10.

 

  1. No named authors - contributing partners University of Nottingham, University of Leeds (1990). Off line modelling capability. DRIVE I Project V1015 (Artificial intelligence based systems for traffic control) Deliverable 13.