Kamińska, Hanna, Rögnvaldsson, Thorsteinn (2011). Evaluation of a new probabilistic approach to scoring algorithms in protein identification by Peptide Mass Fingerprinting (PMF), In Nutraceutics, biomedical remedies and physiotherapeutic methods for prevention of civilization-related diseases. Indygo Zahir Media, Wroclaw, Poland. S. 171-180.

Wickström, Nicholas, Byttner, Stefan, Hellring, Magnus, et al. (2004). Neural networks for extracting the pressure peak position from the ion current, In Virtual sensing of combustion quality in SI engines using the ion current. Chalmers tekniska högskola, Göteborg. S. 95-110.

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Carpatorea, Iulian, Nowaczyk, Sławomir, Rögnvaldsson, Thorsteinn, et al. (2017). Features extracted from APPES to enable the categorization of heavy-duty vehicle drivers. Intelligent Systems Conference (IntelliSys 2017), London, United Kingdom, 7-8 September, 2017.

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Carpatorea, Iulian, Slawomir, Nowaczyk, Rögnvaldsson, Thorsteinn, et al. (2016). Learning of Aggregate Features for Comparing Drivers Based on Naturalistic Data. IEEE 15th International Conference on Machine Learning and Applications, ICMLA 2016, Anaheim, United States, 18-20 December, 2016.

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Fan, Yuantao, Nowaczyk, Sławomir, Rögnvaldsson, Thorsteinn, et al. (2016). Predicting Air Compressor Failures with Echo State Networks. Third European Conference of the Prognostics and Health Management Society 2016, Bilbao, Spain, 5-8 July, 2016.

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Carpatorea, Iulian, Nowaczyk, Sławomir, Rögnvaldsson, Thorsteinn, et al. (2014). APPES Maps as Tools for Quantifying Performance of Truck Drivers. The 10th International Conference on Data Mining, DMIN´14, July 21-24, Las Vegas, Nevada, USA.

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Rögnvaldsson, Thorsteinn, Norrman, Henrik, Byttner, Stefan, et al. (2014). Estimating p-Values for Deviation Detection. SASO 2014 - Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, Imperial College, London, United Kingdom, September 8-12, 2014.

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Andreasson, Henrik, Bouguerra, Abdelbaki, Åstrand, Björn, et al. (2014). Gold-fish SLAM : An application of SLAM to localize AGVs. The 8th International Conference on Field and Service Robotics, Matsushima, Miyagi, Japan, July 16-19, 2012.

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Carpatorea, Iulian, Nowaczyk, Sławomir, Rögnvaldsson, Thorsteinn, et al. (2014). Towards Data Driven Method for Quantifying Performance of Truck Drivers. 28th Annual workshop of the Swedish Artificial Intelligence Society (SAIS), Stockholm, Sweden, May 22-23, 2014.

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Fan, Yuantao, Nowaczyk, Sławomir, Rögnvaldsson, Thorsteinn (2014). Using Histograms to Find Compressor Deviations in Bus Fleet Data. The Swedish AI Society (SAIS) Workshop 2014, Stockholm, Sweden, May 22-23, 2014.

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Byttner, Stefan, Nowaczyk, Sławomir, Prytz, Rune, et al. (2013). A field test with self-organized modeling for knowledge discovery in a fleet of city buses. 10th IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2013, Takamastu, Japan, 4-7 August, 2013.

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Prytz, Rune, Nowaczyk, Sławomir, Rögnvaldsson, Thorsteinn, et al. (2013). Analysis of Truck Compressor Failures Based on Logged Vehicle Data. 9th International Conference on Data Mining, Las Vegas, Nevada, USA, July 22–25, 2013.

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Nowaczyk, Sławomir, Prytz, Rune, Rögnvaldsson, Thorsteinn, et al. (2013). Towards a Machine Learning Algorithm for Predicting Truck Compressor Failures Using Logged Vehicle Data. 12th Scandinavian Conference on Artificial Intelligence, Aalborg, Denmark, November 20–22, 2013.

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Mosallam, Ahmed, Byttner, Stefan, Svensson, Magnus, et al. (2011). Nonlinear relation mining for maintenance prediction. IEEE Aerospace conference 2011, 5-12 march.

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Svensson, Magnus, Rögnvaldsson, Thorsteinn, Byttner, Stefan, et al. (2011). Unsupervised deviation detection by GMM - A simulation study. 8th IEEE Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives, SDEMPED 2011, Bologna, Italy, 5-8 September, 2011.

• Konferensbidrag (Övrigt vetenskapligt)

Kaminska, Hanna, Rögnvaldsson, Thorsteinn (2010). Assessment of the new scoring function for protein identification by PMF. the 2nd Conference of Polish Mass Spectometry Society March 24th-26th, 2010, Poznan, Poland.

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Byttner, Stefan, Rögnvaldsson, Thorsteinn, Svensson, Magnus (2010). Finding the odd-one-out in fleets of mechatronic systems using embedded intelligent agents. 2010 AAAI Spring Symposium, Stanford University, Stanford, CA, United States, 22 - 24 March 2010, Code 81902.

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Åstrand, Björn, Bouguerra, Abdelbaki, Andreasson, Henrik, et al. (2009). An autonomous robotic system for load transportation. The Fourth Swedish Workshop on Autonomous Robotics, SWAR'09, September 2009, Mälardalen University, Mälardalen, Sweden.

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Bouguerra, Abdelbaki, Andreasson, Henrik, Lilienthal, Achim J., et al. (2009). An autonomous robotic system for load transportation. 2009 IEEE Conference on Emerging Technologies and Factory Automation, ETFA 2009, Mallorca, Spain, 22 - 26 September, 2009.

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Svensson, Magnus, Forsberg, Magnus, Byttner, Stefan, et al. (2009). Deviation Detection by Self-Organized On-Line Models Simulated on a Feed-Back Controlled DC-Motor. Intelligent Systems and Control 2009, Cambridge, Mass., USA, Nov. 2-4, 2009.

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Bouguerra, Abdelbaki, Andreasson, Henrik, Lilienthal, Achim J, et al. (2009). MALTA : A System of Multiple Autonomous Trucks for Load Transportation. 4th European Conference on Mobile Robots (ECMR), 23-25 september, 2009, Mlini/Dubrovnik, Croatia.

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Byttner, Stefan, Rögnvaldsson, Thorsteinn, Svensson, Magnus, et al. (2009). Networked vehicles for automated fault detection. 2009 International Symposium on Circuits and Systems, May 24-27, Taipei, Taiwan.

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Rögnvaldsson, Thorsteinn, Panholzer, Georg, Byttner, Stefan, et al. (2008). A self-organized approach for unsupervised fault detection in multiple systems. 19th International Conference on Pattern Recognition (ICPR 2008),Tampa, FL, DEC 08-11, 2008.

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Byttner, Stefan, Rögnvaldsson, Thorsteinn, Svensson, Magnus (2008). Self-organized Modeling for Vehicle Fleet Based Fault Detection. SAE World Congress & Exhibition, April 2008, Detroit, Michigan, United States.

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Svensson, Magnus, Byttner, Stefan, Rögnvaldsson, Thorsteinn (2008). Self-organizing maps for automatic fault detection in a vehicle cooling system. 4th international IEEE conference on Intelligent systems, Varna, Bulgaria, September 6-8, 2008.

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You, Liwen, Rögnvaldsson, Thorsteinn (2007). Almost Linear Biobasis Function Neural Networks. The 2007 International Joint Conference on Neural Networks.

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Byttner, Stefan, Rögnvaldsson, Thorsteinn, Svensson, Magnus (2007). Modeling for Vehicle Fleet Remote Diagnostics. SAE 2007 Commercial Vehicle Engineering Congress & Exhibition, October 2007, Rosemont, IL, USA.

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Nilsson, Kenneth, Rögnvaldsson, Thorsteinn, Cameron, Jens, et al. (2006). Biometric identification of mice. The 18th International Conference on Pattern Recognition, 20 - 24 August, 2006, Hong Kong, China.

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Antonelo, Eric A., Baerveldt, Albert-Jan, Rögnvaldsson, Thorsteinn, et al. (2006). Modular Neural Network and Classical Reinforcement Learning for Autonomous Robot Navigation : Inhibiting Undesirable Behaviors. International Joint Conference on Neural Networks, 2006. IJCNN '06, Vancouver.

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Byttner, Stefan, Rögnvaldsson, Thorsteinn, Wickström, Nicholas (2001). Estimation of combustion variability using in-cylinder ionization measurements. SAE International Fall Fuels & Lubricants Meeting & Exhibition, Session: Experimental Investigation of SI Engines (Part A&B), San Antonio, TX, USA, September 24-27, 2001.

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Byttner, Stefan, Rögnvaldsson, Thorsteinn, Wickström, Nicholas (2001). Strategies for handling the fuel additive problem in neural network based ion current interpretation. SAE 2001 World Congress, Session: Electronic Engine Controls (Part C&D), Detroit, MI, USA, 5-8 March, 2001.

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Blomqvist, Daniel, Byttner, Stefan, Rögnvaldsson, Thorsteinn, et al. (2000). Different Strategies for Transient Control of the Air-Fuel Ratio in a SI Engine. International Fuels & Lubricants Meeting & Exposition, October 2000, Baltimore, MD, USA, Session: Combustion and Emissions Formation in SI Engines (Part A&B).

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• Web of Science

Hellring, Magnus, Rögnvaldsson, Thorsteinn, Wickström, Nicholas, et al. (2000). Ion current based pressure peak detection under different air humidity conditions. Conference on Advanced Microsystems for Automotive Applications (AMAA 2000), BERLIN, GERMANY, APR, 2000.

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Rögnvaldsson, Thorsteinn (1998). A simple trick for estimating the weight decay parameter. Neural Networks : Tricks of the Trade. Springer Berlin/Heidelberg, Berlin. S. 71-92.

Rögnvaldsson, Thorsteinn, Brink, Joachim, Florén, Henrik, et al. (2014). ARC13 – Assessment of Research and Coproduction : Reports from the assessment of all research at Halmstad University 2013. Halmstad University Press : Halmstad. 110 s. .

Hansson, Jörgen, Svensson, Magnus, Rögnvaldsson, Thorsteinn, et al. (2008). Remote Diagnosis Modelling. us 8,543,282 B2 2013-09-24.

Rögnvaldsson, Thorsteinn, Byttner, Stefan, Prytz, Rune, et al. (). Wisdom of Crowds for Intelligent Monitoring of Vehicle Fleets.