Michael Blumenstein
- (2015): Towards UAV-based bridge inspection systems: a review and an application perspective. In: Structural Monitoring and Maintenance, v. 2, n. 3 (September 2015).
- (2014): Development of a Long-Term Bridge Element Performance Model Using Elman Neural Networks. In: Journal of Infrastructure Systems, v. 20, n. 3 (September 2014).
- (2013): Minimising uncertainty in long‐term prediction of bridge element. In: Engineering, Construction and Architectural Management, v. 20, n. 2 (February 2013).
- (2012): Performance Prediction of Concrete Elements in Bridge Substructures using Integrated Deterioration Method. Presented at: 18th IABSE Congress: Innovative Infrastructures – Towards Human Urbanism, Seoul, Korea, 19-21 September 2012.
- (2008): Effective Implementation of a Bridge Management System Using Limited Historical Inspection Records. Presented at: IABSE Conference: Information and Communication Technology (ICT) for Bridges, Buildings and Construction Practice, Helsinki, Finland, June 2008.
- (2013): Enhancing Visual-based Bridge Condition Assessment for Concrete Crack Evaluation Using Image Processing Techniques. Presented at: IABSE Symposium: Long Span Bridges and Roofs - Development, Design and Implementation, Kolkata, India, 24-27 September 2013.
- (2009): Generating Historical Condition Ratings for the Reliable Prediction of Bridge Deteriorations. Presented at: IABSE Symposium: Sustainable Infrastructure - Environment Friendly, Safe and Resource Efficient, Bangkok, Thailand, 9-11 September 2009.
- (2013): Development of hybrid optimisation method for Artificial Intelligence based bridge deterioration model — Feasibility study. In: Automation in Construction, v. 31 (May 2013).
- (2012): Refinement of Backward Prediction Method for Reliable Artificial Intelligence-Based Bridge Deterioration Modelling. In: Advances in Structural Engineering, v. 15, n. 5 (May 2012).
- (2008): Improving the reliability of a Bridge Management System (BMS) using an ANN-based Backward Prediction Model (BPM). In: Automation in Construction, v. 17, n. 6 (August 2008).
- (2014): Development of an Integrated Method for Probabilistic Bridge-Deterioration Modeling. In: Journal of Performance of Constructed Facilities (ASCE), v. 28, n. 2 (April 2014).
- (2016): Defining a conceptual framework for the integration of modelling and advanced imaging for improving the reliability and efficiency of bridge assessments. In: Journal of Civil Structural Health Monitoring, v. 6, n. 4 (September 2016).
- (2011): Improving Reliability of Markovian-based Bridge Deterioration Model Using Artificial Neural Network. Presented at: 35th Annual Symposium of IABSE / 52nd Annual Symposium of IASS / 6th International Conference on Space Structures: Taller, Longer, Lighter - Meeting growing demand with limited resources, London, United Kingdom, September 2011.
- (2010): Long-term Prediction of Bridge Element Performance Using Time Delay Neural Networks (TDNNs). Presented at: IABSE Symposium: Large Structures and Infrastructures for Environmentally Constrained and Urbanised Areas, Venice, Italy, 22-24 September 2010.
- (2008): An ANN-Based Backward Prediction Model for Reliable Bridge Management System Implementations Using Limited Inspection Records – Case Studies. Presented at: 17th IABSE Congress: Creating and Renewing Urban Structures – Tall Buildings, Bridges and Infrastructure, Chicago, USA, 17-19 September 2008.
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