A comparative study on prediction of human operator violation using neural networks

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn 3, Issue , 2004, Pages 2599-2604

  Zhang, Z ^a   Chaali, A ^a   Vanderhaegen, F ^a  

^a UNIVERSITÉ DE VALENCIENNES   (France)

Author keywords

Artificial Neural Networks; Barrier Removal; Human factors; Human reliability; Human machine system; Prediction; Uncertainty; Violation

Indexed keywords

ACCIDENT PREVENTION; HUMAN COMPUTER INTERACTION; NEURAL NETWORKS; PREDICTIVE CONTROL SYSTEMS; PROJECT MANAGEMENT; RISK ASSESSMENT; UNCERTAIN SYSTEMS;

BARRIER REMOVAL (BR); HUMAN FACTORS; HUMAN RELIABILITY; VIOLATION;

HUMAN ENGINEERING;

EID: 15744377909     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. R. Amalberti, The paradoxes of almost totally safe transportation systems. Safety Science, 37, pp. 109-126, 2001.
2. th European Conference on Cognitive Science Approaches to Process Control, Villeneuve d'Ascq, France, pp. 175-180, 1999.
3. T. Kohonen, Self-Organizing Maps. Springer-Verlag, Third edition, Berlin, Heidelberg, Germany, 2001.
4. J. Rasmussen, Risk management in a dynamic society: a modelling problem, Safety Sciences, 27, 2/3, pp. 183-213, 1997.
5. J. Reason, Human error, Cambridge University Press, Cambridge, 1990.
6. J. Reason, A system approach to organizational error, Ergonomics, vol 38, No.8, pp. 1708-1721, 1995.
7. F. Vanderhaegen, Analyse et contrôle de l'erreur humaine, Hèrmes science, Paris, France, 2003.
8. Z. Zhang, P. Polet, F. Vanderhaegen, P. Millot, Artificial Neural Network for Violation Analysis. Reliability Engineering and System Safety, vol 84, issue 1, pp. 3-18, 2004.
9. Z. Zhang, F. Vanderhaegen, A method integrating Self-Organizing Maps to predict the probability of Barrier Removal, Chapitre 30 in H. Bozdogan (ed.), "Statistical Data Mining and Knowledge Discovery", CRC Press, New York, July 2003. pp.499-513. Selected and extended paper of the C. Warren Neel Conference on the New Frontiers of Statistical Data Mining and Knowledge Discovery, June 22-25, 2002, Knoxville, Tennessee, USA.
10. Z. Zhang, F. Vanderhaegen, A method integrating Self-Organizing Maps to predict the probability of Barrier Removal, Chapitre 30 in H. Bozdogan (ed.), "Statistical Data Mining and Knowledge Discovery", CRC Press, New York, July 2003. pp.499-513. Selected and extended paper of the C. Warren Neel Conference on the New Frontiers of Statistical Data Mining and Knowledge Discovery, June 22-25, 2002, Knoxville, Tennessee, USA.
11. Z. Zhang, Fiabilité humaine : prédiction des violations par réseaux de neurones et application aux systèmes de transport, Thèse de doctorat, Université de Valenciennes, France, 2004.