Publications

2017

Kinkeldey, C., MacEachren, A.M., Riveiro, M., and Schiewe, J. (2017). Evaluating the effect of visually represented geodata uncertainty on decision-making: Systematic review, lessons learned, and recommendations. Cartography and Geographic Information Science 44(1): 1–21.

Ohlander, U., Alfredson, J., Riveiro, M., and Falkman, G. (2017). User Participation in the Design of Cockpit Interfaces. In Advances in Ergonomics Modeling, Usability & Special Populations, Advances in Intelligent Systems and Computing 486, pp 51–58. Springer International Publishing.

2016

Aliahmadipour, L., Torra, V., Eslami, E., and Eftekhari, M. (2016). A definition for hesitant fuzzy partitions. International Journal of Computational Intelligence Systems 9(3): 497–505.

Armengol, E. and Torra, V. (2016). Partial domain theories for privacy. In: Proceedings of the 13th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2016), Sant Julià de Loria, Andorra, September 19–21, 2016, Lecture Notes in Artificial Intelligence 9880, pp 217–226.

Bergström, E., Carlén, U., and Riveiro, M. (2016). How to include female students in technical computer science study programs. In: NU2016 Högskolan i samhället – samhället i högskolan.

Erlandsson, T. (2016). Coordinated Target Assignment and Route Planning for Air Team Mission Route Planning. In Proceedings of the 29th International FLAIRS Conference, Hilton Key Largo Resort, Key Largo, Florida, USA, May 16–18, 2016.

Erlandsson, T. (2016). Distributed and collaborative sensing for providing situation and option awareness. In Proceedings of the 29th International FLAIRS Conference, Hilton Key Largo Resort, Key Largo, Florida, USA, May 16–18, 2016.

Helldin, T., Riveiro, R., Pashami, S., Falkman, G., Byttner, S., and Nowaczyk, S. (2016). Supporting Analytical Reasoning: A study from the automotive industry. In Yamamoto, S. (Ed.) Human Interface and the Management of Information: Applications and Services, Lecture Notes in Computer Science 9735, pp 20–31. Springer International Publishing.

Ohlander, U. (2016). Towards enhanced tactical support systems. Licentiate Thesis, University of Skövde.

Ohlander, U., Alfredson, J., Riveiro, M., and Falkman, G. (2016). A Teamwork Model For Fighter Pilots. In Harris, D. (Ed.) Engineering Psychology and Cognitive Ergonomics. Applications and Services, Lecture Notes in Computer Science 9736, pp 221–230. Springer International Publishing.

Ohlander, U., Alfredson, J., Riveiro, M., and Falkman, G. (2016). Elements of Team Effectiveness: A Qualitative Study with Pilots. In Proceedings of the IEEE 6th International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA 2016), 21–27 March 2016, San Diego, USA, pp 14–20. IEEE Computer Society.

Riveiro, M. (2016). Visually supported reasoning under uncertain conditions: Effects of domain expertise on air traffic risk assessment. Spatial Cognition & Computation 16(2): 133–153. Taylor & Francis.

Riveiro, M., Gustavsson, P. M., Lebram, M., Bengstsson, M., Blomqvist, P., and Wallinius, M. (2016). Enhanced training through interactive visualization of training objectives and models. In Proceedings of the STO-MP-MSG-143, Ready for the Predictable, Prepared for the Unexpected: M&S for Collective Defence in Hybrid Environments and Hybrid Conflicts. NATO Science Technology Organization (STO).

Riveiro, M., Lebram, M., Andersson, C. X., Sartipy, P., and Synnergren, J. (2016). Interactive visualization of large-scale gene expression data. In Information Visualisation: Computer Graphics, Imaging and Visualisation, Proceedings [IEEE], pp 348–354.

Rodríguez, R. M., Bedregal, B., Bustince, H., Dong, Y. C., Farhadinia, B., Kahraman, C., Martínez, L., Torra, V., Xu, Y. J., Xu, Z. S., and Herrera, F. (2016). A position and perspective analysis of hesitant fuzzy sets on information fusion in decision making: Towards high quality progress. Information Fusion 29:89–97.

Rodríguez, R. M., Martínez, L., Herrera, F., and Torra, V. (2016). A review of hesitant fuzzy sets: Quantitative and qualitative extensions. In Fuzzy Logic in Its 50th Year: New Developments, Directions and Challenges. Studies in Fuzziness and Soft Computing 341, pp 109–128.

Salas, J. and Torra, V. (2016). Improving the characterization of p-stability for applications in network privacy. Discrete Applied Mathematics 206:109–114.

Steinhauer, H. J., Karlssson, A., Mathiason, G., and Helldin, T. (2016). Root-cause localization using restricted boltzmann machines. In Proceedings of the 19th International Conference on Information Fusion (FUSION 2016), pp 248–255.

Torra, V. and Narukawa, Y. (2016). Numerical integration for the choquet integral. Information Fusion 31: 137–145.

Torra, V., Narukawa, Y., and Sugeno, M. (2016). On the f-divergence for non-additive measures. Fuzzy sets and systems (Print) 292: 364–379.

Torra, V., Navarro-Arribas, G., and Stokes, K. (2016). An overview of the use of clus- tering for data privacy. In Unsupervised Learning Algorithms, pp 237–251.

2015

Abril, D., Navarro-Arribas, G., and Torra, V. (2015). Spherical Microaggregation: Anonymizing Sparse Vector Spaces. Computers & security (Print) 49: 28–44.

Abril, D., Torra, V., and Navarro-Arribas, G. (2015). Supervised Learning Using a Symmetric Bilinear Form for Record Linkage. Information Fusion 26: 144–153.

Baalsrud Hauge, J.M., Stanescu, I., Arnab, S. et al. (2015). Learning Analytics Architecture to Scaffold Learning Experience through Technology-based Methods. International Journal of Serious Games 2(1): 29–44.

Erlandsson T. and Niklasson L. (2015). An Air-to-Ground Combat Survivability Model. Journal of Defense Modeling and Simulation: Applications, Methodology, Technology 12(3): 273–287.

Erlandsson T. (2015). Comparing Multi-Objective Approaches for Air Route Planning in Hostile Environments. In CD-ROM Proceedings of the 12th International Conference on Modeling Decisions for Artificial Intelligence, pp 60–71.

Ghorbani, A., Torra, V., Hişil, H. et al. (Eds.). (2015). 2015 Thirteenth Annual Conference on Privacy, Security and Trust. In Proceedings of the Thirteenth International Conference on Privacy, Security and Trust (PST2015), Izmir, Turkey, July 21–23, 2015. IEEE Computer Society.

Helldin, T. and Erlandsson T. (2015). Supporting Fighter Pilot Decision Making through Team Option Awareness. In Harris, D. (Ed.) Engineering Psychology and Cognitive Ergonomics. Applications and Services, Lecture Notes in Computer Science 9174, pp 345–355. Springer International Publishing.

Johansson, U., Köning, R., Brattberg, P., Dahlbom, A., and Riveiro, M. (2015). Mining trackman golf data. In Proceedings of the 2015 International Conference on Computational Science and Computational Intelligence (CSCI), pages 380–385.

Karlsson, A., Hammarfelt, B., Steinhauer, H.J., Falkman, G., Olson, N., Nelhans, G., and Nolin, J. (2015). Modeling uncertainty in bibliometrics and information retrieval: an information fusion approach. Scientometrics 102(3): 2255–2274, Special issue on scientometrics and information retrieval. Springer. DOI: 10.1007/s11192-014-1481-6.

Kolbeinsson, A., Falkman, G., and Lindblom, J. (2015). Showing uncertainty in aircraft cockpits using icons. Procedia Manufacturing 3: 2351–9789. Springer.

Lagerstedt, E., Riveiro, M., and Thill, S. (2015). Interacting with artificial agents. In Thirteenth Scandinavian Conference on Artificial Intelligence, Frontiers in Artificial Intelligence and Applications 278, pp 184–185.

Laxhammar, R. and Falkman, G. (2015). Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories. Annals of Mathematics and Artificial Intelligence 74(1–2): 67–94.

Narukawa, Y. and Torra, V. (2015). New results on hesitant fuzzy sets: score functions. In CD-ROM Proceedings of the 12th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2015), Skövde, 21–23 September, 2015.

Ohlander, U., Alfredson, J., Riveiro, M., and Falkman, G. (2015). Understanding Team Effectiveness in a Tactical Air Unit. In Harris, D. (Ed.) Engineering Psychology and Cognitive Ergonomics. Applications and Services, Lecture Notes in Computer Science 9174, pp 472–479. Springer International Publishing.

Rego, I. d. M. S., Amorim, J. d. A., Gustavsson, P. M., and Andler, S. F. (2015). Multimedia production projects : Relevant issues and possible models for mobile learning. In International Handbook of E-Learning Volume 2 : Implementation and Case Studies, pages 69–76.

Riveiro, M., Dahlbom, A., König, R., Johansson, U., and Brattberg, P. (2015). Golf coaching: Swing instruction and future support through computer-based learning systems. In Zaphiris, P. and Ioannou, A. (Eds.), Learning and Collaboration Technologies (LCT) 2015, Lecture Notes in Computer Science 9192, pp 279–290.

Salas, J. and Torra, V. (2015). Graphic sequences, distances and k-degree anonymity. Discrete Applied Mathematics 188(1): 25–31.

Steinhauer, H.J. and Mellin, J. (2015). Automatic Early Risk Detection of Possible Medical Conditions for Usage Within an AMI-System. In Proceedings of Ambient Intelligence – Software and Applications, pp 13–21.

Tavara S., Sundell H., and Dahlbom A. (2015). Empirical Study of Time Efficiency and Accuracy of Support Vector Machines Using an Improved Version of PSVM. In Proceedings of the 2015 International Conference on Parallel and Distributed Processing Techniques and Applications: PDPTA 2015, vol 1, pp 177–183.

Thill, S. and Riveiro, M. (2015). Situation Awareness in Eco-Driving. In Proceedings of the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA 2015), March 9–12, Orlando, USA, 2015, pp 125–131.

Thill, S., Riveiro, M., and Nilsson, M. (2015). Perceived intelligence as a factor in (semi-) autonomous vehicle UX. In Experiencing Autonomous Vehicles: Crossing the Boundaries between a Drive and a Ride, Workshop in conjunction with CHI2015, April 18–23, 2015, Seoul, Republic of Korea. ACM.

Torra, V. (2015). Transparency and Disclosure Risk in Data Privacy. In Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), Brussels, Belgium, March 27th, 2015, pp 246.

Torra, V. (2015). Transparency and microaggregation. In Proceedings of the United Nations Economic Commission for Europe Statistical Data Confidentiality Work Session Oct 2015 (UNECE SDC 2015).

Torra, V. (2015). Some properties of Choquet integral based probability functions. Acta et Commentationes Universitatis Tartuensis de Mathematica 19(1): 35–47.

Torra, V. (2015). Derivation of Priorities and Weights for Set-Valued Matrices Using the Geometric Mean Approach. Applied Artificial Intelligence 29(5): 500–513.

Torra, V. (2015). On the selection of m for Fuzzy c-Means. In Proceedings of the 16th World Congress of the International Fuzzy Systems Association (IFSA)/9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), Gijon, Spain, June 30–July 3, 2015, pp 1571-1577.

Torra, V. (2015). A fuzzy microaggregation algorithm using fuzzy c-means. In Artificial Intelligence Research and Development. Proceedings of 18th International Conference of the Catalan Association for Artificial Intelligence (CCIA 2015), Valencia, Spain, 21 October 2015–23 October 2015, pp 214–223.

Torra, V. and Narukawa, Y. (2015). Distances on non-additive measures using the numerical Choquet integrale. In CD-ROM Proceedings of the 12th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2015), Skövde, 21–23 September, 2015.

Torra, V. and Narukawa, Y. (Eds.) (2015). Modeling Decisions for Artificial Intelligence: 12th International Conference, MDAI 2015, Skövde, Sweden, September 21-23, 2015, Proceedings. Paper presented at 12th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2015, Skövde, Sweden, September 21–23, 2015.

Torra, V., Narukawa, Y., and Dahlbom, A. (Eds.) (2015). The 12th International Conference on Modeling Decisions for Artificial Intelligence: CD-ROM Proceedings. Paper presented at The 12th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2015), Skövde, 21–23 September, 2015.

2014

Amorim, J. A., Yano, E. T., Åhlfeldt, R.-M., Andler, S. F., and Gustavsson, P. (2014). Awareness and training: Identification of relevant security skills and competencies. In Proceedings of International Conference on Engineering and Technology Education: Engineering Education in a Technology-Dependent World: Book of Abstracts, 13, pp 37–. INTERTECH.

Andreasson, R. and Riveiro, M. (2014). Effects of visualizing missing data: an empirical evaluation. In Proceedings of the 18th International Conference of Information Visualisation, 15–18 July, Paris, France, pp 132–138.

Antonucci, A., Karlsson, A., and Sundgren, D. (2014). Decision Making with Hierarchical Credal Sets. In Information Processing and Management of Uncertainty in Knowledge-Based Systems: Proceedings of the 15th International Conference, IPMU 2014, Montpellier, France, July 15–19, 2014, Part III, pp 456–465.

Dahlbom A. and Riveiro M. (2014). Situation Modeling and Visual Analytics for Decision Support in Sports. In Proceedings of the 16th International Conference on Enterprise Information Systems, pp 539–544.

Dahlbom, A., Riveiro, M., König, R., Johansson, U., and Brattberg, P. (2014). Supporting golf coaching with 3D modeling of swings. In Baca, A. and Stöckl, M. (Eds): Sportinformatik X: Jahrestagung der dvs-Sektion Sportinformatik vom 10.–12. September 2014 in Wien, pp 142–148.

Helldin, T. (2014). Transparency for Future Semi-Automated Systems: Effects of transparency on operator performance, workload and trust. PhD Thesis, Örebro University.

Helldin, T., Ohlander, U., Riveiro, M., and Falkman, G. (2014). Transparency of Automated Combat Classification. In Harris, D. (Ed.): Engineering Psychology and Cognitive Ergonomics. Applications and Services, Lecture Notes in Computer Science 8532, pp 22–33. Springer Berlin Heidelberg.

Karlsson A., Dahlbom A., and Zhong, H. (2014). Evidential Combination Operators for Entrapment Prediction in Advanced Driver Assistance Systems. In Foundations of Intelligent Systems, Lecture Notes in Computer Science 8502, pp 194–203.

Laxhammar, R. (2014). Anomaly Detection. In Conformal Prediction for Reliable Machine Learning: Theory, Adaptations, and Applications (edited by Balasubramanian, V., Ho, S. and Vovk, V.), pp 71–97.

Laxhammar, R. and Falkman, G. (2014). Online Learning and Sequential Anomaly Detection in Trajectories. IEEE Transactions on Pattern Analysis and Machine Intelligence 36(6): 1158–1173. IEEE Computer Society.

Olson, N., Steinhauer, H., Karlsson, A., Nelhans, G., Falkman, G., and Nolin, J. (2014). Little Scientist, Big Data – Information fusion towards meeting the information needs of scholars. In Proceedings of the 13th International Conference on Libraries in the Digital Age (LIDA): Assessing Libraries and Library Users and Use, 16–20 June 2014, Zadar, Croatia.

Riveiro, M. (2014). Evaluation of Normal Model Visualization for Anomaly Detection in Maritime Traffic. In Chang, R., Ebert, D. and Keim, D. ACM Transactions on Interactive Intelligent Systems (TiiS). Special Issue on Interactive Computational Visual Analytics 4(1): 24 pages.

Riveiro, M. and Falkman, G. (2014). Detecting anomalous behavior in sea traffic: a study of analytical strategies and their implications for surveillance systems. Int. J. Information Technology & Decision Making 13(2): 317–360. DOI 10.1142/S021962201450045X.

Riveiro, M., Helldin, T., Falkman, G., and Lebram, M. (2014). Eff ects of visualizing uncertainty on decision-making in a target identification scenario. Computers & Graphics, 41(1): 84–98. Elsevier. DOI 10.1016/j.cag.2014.02.006.

Riveiro, M., Helldin, T., and Falkman, G. (2014). Influence of Meta-Information on Decision-Making: Lessons Learned From Four Case Studies. In Proceedings of the IEEE 4th International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA 2014), March 3–6, San Antonio, TX, USA. pp 14–20. IEEE.

Riveiro, M., Lebram, M., and Warston, H. (2014). On visualizing threat evaluation configuration processes: a design proposal. In Proceedings of the 17th International Conference on Information Fusion 2014, Salamanca, 7–10th July, IEEE.

2013

Amorim, J., Llinas, J., Hendrix, M., Andler, S. F., Gustavsson, P., and Brodin, M. (2013). Cyber security training perspectives.

Amorim et al. (2013). Amorim, J. A.,  Åhlfeldt, R.-M., Gustavsson, P., and Andler, S. F. (2013). Privacy and security in cyberspace: Training perspectives on the personal data ecosystem. In European Intelligence and Security Informatics Conference (EISIC), pp 139–142.

Dahlbom A. (2013). A comparison of two approaches for situation detection in an air-to-air combat scenario. In Proceedings of Modeling Decisions for Artificial Intelligence, MDAI 2013, pp 70–81.

Dahlbom A. and Helldin T. (2013). Supporting threat evaluation through visual analytics. In Proceedings of the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA 2013), pp 155–162.

Dahlbom A. and Nordlund, P.-J. (2013). Detection of Hostile Aircraft Behaviors using Dynamic Bayesian Networks. In Proceedings of the 16th International Conference on Information Fusion, pp 2033–2040.

Erlandsson, T. and Niklasson, L. (2013). A five states survivability model for missions with ground-to-air threats. In Proceedings SPIE 8752, Modeling and Simulation for Defense Systems and Applications VIII, 875207. DOI: 10.1117/12.2015022

Erlandsson, T. and Niklasson, L. (2013). Threat Assessment for Missions in Hostile Territory – From the Aircraft Perspective. In Proceedings of the 16th international conference on information fusion (FUSION 2013), Istanbul, Turkey, July 9–12, 2013, pp 1856–1862.

Erlandsson, T. and Niklasson, L. (2013). Comparing Air Mission Routes from a Combat Survival Perspective. In Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, pp 58–63.

Gustafsson Friberger, M. and Falkman, G. (2013). Collaboration processes, outcomes, challenges, and enablers of distributed clinical communities of practice. Behaviour & Information Technology 32(6): 519–531. London: Taylor & Francis. DOI 10.1080/0144929X.2011.602426.

Helldin, T., Falkman, G., Riveiro, M., and Davidsson, S. (2013). Presenting system uncertainty in automotive UIs for supporting trust calibration in autonomous driving. In Proceedings of the 5th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI ’13), pp 210–217. New York, NY, USA. ACM.

Helldin, T., Falkman, G., Riveiro, M., Dahlbom, A., and Lebram, M. (2013). Transparency of Military Threat Evaluation Through Visualizing Uncertainty and System Rationale. In Harris, D. (Ed.): Engineering Psychology and Cognitive Ergonomics. Applications and Services, Lecture Notes in Computer Science 8020, pp 263–272. Springer Berlin Heidelberg.

Karlsson A. and Steinhauer H.J. (2013). Evaluation of Evidential Combination Operators. In Proceedings of ISIPTA'13 – Eighth International Symposium on Imprecise Probability: Theory and Applications, Heuristics and Diagnostics for Complex Systems Laboratory, Compiègne University, France, July 2–5 2013, pp 179–189.

Laxhammar, R. (2013). Conformal Anomaly Detection: Detecting abnormal trajectories in surveillance applications. PhD Thesis, Örebro University.

Riveiro, M. (2013). The Importance of Visualization and Interaction in the Anomaly Detection Process. In Huang, M.L. and Huang, W. (eds.) Innovative Approaches of Data Visualization and Visual Analytics, pp 133–150.

Riveiro, M., Helldin, T. Lebram, M., and Falkman, G. (2013). Towards future threat evaluation systems: user study, proposal and precepts for design. In Proceedings of the 16th International Conference on Information Fusion (FUSION 2013), Istanbul, Turkey, July 9–12, 2013, pp 1863–1870.

Steinhauer, H.J. and Karlsson, A. (2013). Traceable Uncertainty for Threat Evaluation in Air to Ground Scenarios. In Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence: SCAI 2013, pp 255–264.

Steinhauer, H.J., Karlsson, A., and Andler, S.F. (2013). Traceable Uncertainty. In Proceedings of the 16th International Conference on Information Fusion, FUSION 2013, pp 1582–1589.

2012

Alklind Taylor, A-S., Backlund, P. and Niklasson, L., (accepted for publication). The Coaching Cycle: A Coaching-by-Gaming Approach in Serious Games. Simulation and Gaming. SAGE Publications.

Andler, S.F, van Laere, J., Riveiro, M., Dahlbom, A., Steinhauer, H.J. and Johansson, R. (2012) Uncertainty Propagation: Bridging the Gap between Low-Level and High-Level Information Fusion. Invited panel paper to the 15th International Conference on Information Fusion (FUSION 2012), 2012, Singapore.

Brax, C. and Dahlbom, A. (2012). A Study of Anomaly Detection in Data From Urban Sensor Networks. In: Torra, Narukawa, Lopez and Villaret (Eds.), Modeling Decisions for Artificial Intelligence. Lecture Notes in Artificial Intelligence 7647, pp. 185–196. Springer.

Erlandsson, T. and Niklasson, L. (2012). Calculating Uncertainties in Situation Analysis for Fighter Aircraft Combat Survivability. In Proceedings of the 15th International Conference on Information Fusion (FUSION 2012), 2012, Singapore, pp. 196–203. ISBN: 978-0-9824438-4-2.

Helldin, T. (2012). Human-Centred Automation : With Application to the Fighter Aircraft Domain. Licentiate thesis. Studies from the School of Science and Technology at Örebro University, 24. Örebro: Örebro University; 2012.

Helldin, T. and Erlandsson, T. (2012) Automation Guidelines for Introducing Survivability Analysis in Future Fighter Aircraft. In Proceedings 28th Congress of the International Council of the Aeronautical Sciences. Optimage Ltd.

Helldin, T. and Falkman, G. (2012). Human-Centered Automation for improving Situation Awareness in the Fighter Aircraft Domain. In Proceedings of the 2nd IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA 2012), 6–8 March 2012, New Orleans, LA, USA, pp 191–197. IEEE.

Holst, A., Bjurling, B., Ekman, J., Rudström, Å., Wallenius, K., Laxhammar, R., Björkman, M., Fooladvandi, F. and Trönninger, J. (2012) A Joint Statistical and Symbolic Anomaly Detection System: Increasing performance in maritime surveillance. In Proceedings of the 15th International Conference on Information Fusion (FUSION 2012), pp. 1919–1926. IEEE Computer Society.

Laxhammar, R. and Falkman, G. (2012). Online Detection of Anomalous Sub-Trajectories – A Sliding Window Approach based on Conformal Anomaly Detection and Local Outlier Factor. Accepted for presentation and publication at 1st Conformal Prediction and its Applications Workshop (COPA 2012), 27–30 September 2012, Halkidiki, Greece.

2011

Brax, C. (2011). Anomaly Detection in the Surveillance Domain. PhD thesis. Örebro Studies in Technology, 50. Örebro: Örebro University; 2011. 

Dahlbom, A. (2011). Petri nets for Situation Recognition, PhD thesis. Örebro Studies in Technology, 44. Örebro: Örebro University; 2011.

Erlandsson, T. (2011). Situation Analysis for Fighter Aircraft Combat Survivability. Licentiate thesis. Studies from the School of Science and Technology at Örebro University, 23. Örebro: Örebro University; 2011.

Erlandsson, T. and Niklasson L. (2011). Uncertainty Measures for Sensor Management in a Survivability Application. In Heiß, H.-U., Pepper, P., Schlingloff, H. and Schneider, J. (Eds.) Informatik 2011. LNI P- 192, Bonner Köllen Verlag. ISSN: 1617-5468, ISBN: 978-3-88579-286-4

Erlandsson, T., Niklasson, L., Nordlund, P.-J. and Warston, H. (2011). Modeling Fighter Aircraft Mission Survivability. In Proceedings of the 14th International Conference on Information Fusion (FUSION 2011), Chicago, United States, pp. 1038–1045, ISIF. ISBN: 978-0-9824438-3-5.

Gustavsson, P.M., Hieb, M.R., Moore, P., Eriksson, P. and Niklasson, L. (2011). Operations Intent and Effects Model. The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology 8(1): 37–59. DOI: 10.1177/1548512910379477.

Helldin, T. and Erlandsson, T.  (2011). Decision support system in the fighter aircraft domain : the first steps. IKI Technical Reports, HS-IKI-TR-11-001. Skövde: Institutionen för kommunikation och information; 2011.

Helldin, T. and Falkman, G. (2011). Human-Centred Automation and the Development of Fighter Aircraft Support Systems. In Proceedings of the Swedish Human Factors Network (HFN) Conference, Linköping, Sweden, November 24–25, 2011. www.humanfactorsnetwork.se.

Helldin, T. and Falkman, G. (2011). Human-Centred Threat Evaluation in Future Fighter Aircraft. In Heiß, H.-U., Pepper, P., Schlingloff, H. and Schneider, J. (Eds.) Informatik 2011. LNI P-192, pp. 502–513. Köllen Druck+Verlag.

Helldin, T., Falkman, G., Alfredson, J. and Holmberg, J. (2011). The Applicability of Human-Centred Automation Guidelines in the Fighter Aircraft Domain. In Proceedings of the 29th Annual European Conference on Cognitive Ergonomics (ECCE 2011), August 24–26, 2011, Rostock, Germany, pp. 67–74. ACM.

Johansson, F. and Falkman, G. (2011). Real-time Allocation of Firing Units to Hostile Targets. Journal of Advances in Information Fusion 6(2): 187–199.

Laxhammar, R. (2011). Anomaly Detection in Trajectory Data for Surveillance Applications. Licentiate thesis. Studies from the School of Science and Technology at Örebro University, 19. Örebro: Örebro University; 2011.

Laxhammar, R. and Falkman, G. (2011). Sequential Conformal Anomaly Detection in Trajectories Based on Hausdorff Distance. In Proceedings of the 14th International Conference on Information Fusion (FUSION 2011), July 5–8, 2011, Chicago, USA.

Riveiro, M. (2011). Visual analytics for maritime anomaly detection. Doctoral Dissertation. Örebro Studies in Technology, 46. ISBN 978-91-7668-782-6. http://oru.diva-portal.org/smash/record.jsf?pid=diva2:381336&searchId=null

Riveiro, M. and Falkman, G. (2011). Empirical evaluation of visualizations of normal behavioral models for supporting maritime anomaly detection. Article presented at GeoViz: Linking Geovisualization with Spatial Analysis and Modeling, March 10–11, Hamburg, Germany.

Riveiro, M. and Falkman, G. (2011). The role of visualization and interaction in maritime anomaly detection. In Chung Wong, P. et al. (Eds.) Visualization and Data Analysis 2011. Proceedings of SPIE-IS&T Electronic Imaging, 23-27 January, San Francisco, CA, USA. Volume 7868, pp. 78680M 1–12.

Riveiro, M., Johansson, R. and Karlsson, A. (2011). Modeling and analysis of energy data: state-of-the-art and practical results from an application scenario. Skövde: University of Skövde. IKI Technical Reports, HS-IKI-TR-11-002. Url: http://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-5372

2010

Dahlbom, A. Niklasson, L. and Falkman, G. (2010). Attempting to Increase the Performance of Petri Net-based Situation Recognition. In Proceedings of the 22th Benelux Conference on Artificial Intelligence (BNAIC 2010), October 25–26 2010, Luxembourg. ISSN 1568–7805.

Dahlbom, A. Niklasson, L. and Falkman, G. (2010). DESIRER: a Development Environment for Situation Recognition Research. In Proceedings of the 2nd WRI Global Congress on Intelligent Systems (GCIS 2010), 16–17 December 2010, Wuhan, China, pp 143–148. IEEE Computer Society.

Dahlbom, A. Niklasson, L. and Falkman, G. (2010). Evolving Petri Nets for Situation Recognition. In Arabnia, H.R., Hashemi, R.R. and Solo, A.M. (Eds.) GEM 2010. Proceedings of the 2010 International Conference on Genetic and Evolutionary Methods, July 12–15, 2010, Las Vegas, USA, pp 29–35. CSREA Press.

Erlandsson, T., Helldin, T., Falkman, G. and Niklasson, L. (2010). Information Fusion Supporting Team Situation Awareness for Future Fighting Aircraft. In Proceedings of the 13th International Conference on Information Fusion (FUSION 2010), 26–29 July 2010, Edinburgh, UK.

Helldin, T., Erlandsson, T., Niklasson, L. and Falkman, G. (2010). Situational adapting system supporting team situation awareness. In Carapezza, E.M. (Ed.) Unmanned/Unattended Sensors and Sensor Networks. Proceedings of SPIE Security+Defence 2010, 20–23 September 2010, Toulouse, France. SPIE Volume 7833. DOI 10.1117/12.866174.

Johansson, F. (2010). Evaluating the Performance of TEWA Systems. PhD thesis. Örebro Studies in Technology, 40. Örebro: Örebro University; 2010.

Johansson, F. and Falkman, G. (2010). A Suite of Metaheuristic Algorithms for Static Weapon-Target Allocation. In Arabnia, H.R., Hashemi, R.R., and Solo, A.M. (Eds.) GEM 2010. Proceedings of the 2010 International Conference on Genetic and Evolutionary Methods, July 12–15, 2010, Las Vegas, USA, pp 132–138. CSREA Press.

Johansson, F. and Falkman, G. (2010). Real-time Allocation of Defensive Resources To Rockets, Artillery, and Mortars. In Proceedings of the 13th International Conference on Information Fusion (FUSION 2010), 26–29 July 2010, Edinburgh, UK.

Johansson, F. and Falkman, G. (2010) SWARD: System for Weapon Allocation Research & Development. In Proceedings of the 13th International Conference on Information Fusion (FUSION 2010), 26–29 July 2010, Edinburgh, UK.

Johansson, U., König, R., Löfström, T. and Niklasson, L. (2010). Using Imaginary Ensembles to Select GP Classifiers. In Esparcia-Alcazar, A.I. et al. (Eds.) Genetic Programming, 13th European Conference, EuroGP 2010, LNCS 6021, pp. 278–288, Springer-Verlag. ISBN 978-3-642-12147-0.

Johansson, U., König, R. and Niklasson, L. (2010). Genetic Rule Extraction Optimizing Brier Score In Pelikan, M. and Branke, J. (Eds.) Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2010, pp. 1007–1014, ACM, ISBN 978-1-45-03-0072-5.

Laxhammar, R. and Falkman, G. (2010) Conformal Prediction for Distribution-Independent Anomaly Detection in Streaming Vessel Data. In Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques (StreamKDD'10), July 25, 2010, Washington D.C., USA, pp 47–55. Association for Computing Machinery. DOI http://doi.acm.org/10.1145/1833280.1833287.

Riveiro, M. and Falkman, G. (2010). Evaluating the usability of visualizations of normal behavioral models for analytical reasoning. In Proceedings of the 7th International Conference on Computer Graphics, Imaging and Visualization (CGIV2010), 7–10 August 2010, Sydney, Australia. IEEE Computer Society. ISBN 978-0-7695-4166-2, pp. 179–185.

Riveiro, M. and Falkman, G. (2010). Supporting the analytical reasoning process in maritime anomaly detection: evaluation and experimental design. In Proceedings of the 14th IEEE International Conference on Information Visualisation (IV’10), London, UK, July 26–29 2010. IEEE Computer Society. ISBN 978-0-7695-4165-5, pp. 170–178.

2009

Brax, C. and Niklasson, L. (2009). Enhanced Situational Awareness in the Maritime Domain: An Agentbased Approach for Situation Management. IIn Mott, S., Buford, J.F., Jakobson, G., and Mendenhall, M.J. (Eds.) Intelligent Sensing, Situation Management, Impact Assessment, and Cyber-Sensing. Proceedings of SPIE Defense, Security, and Sensing 2009, 13–17 April 2009, Orlando, FL, USA. SPIE Volume 7352, 735203. DOI: 10.1117/12.818477.

Brax, C. and Niklasson, L. (2009). An approach for increased supply chain security by using automatic detection of anomalous vehicle behaviour. In Torra, V., Narukawa, Y. and Inuiguchi, M. (Eds.) Modeling Decisions for Artificial Intelligence. Proceedings of the 6th International Conference (MDAI 2009), November 30–December 2, 2009, Awaji Island, Japan. Lecture Notes in Artificial Intelligence 5861, pp. 165–176. Springer-Verlag. ISBN: 978-84-00-08851-4.

Brax, C., Niklasson, L., and Laxhammar, R. (2009). An ensemble approach for increased anomaly detection performance in video surveillance data. In Proceedings of the 12th IEEE International Conference on Information Fusion (FUSION 2009), 6–7 July 2009, Seattle, Washington, USA, pp. 694–701, ISIF. ISBN: 978-0-9824438-0-4.

Dahlbom, A. and Niklasson, L. (2009). Evolving Petri Net Situation Templates for Situation Recognition.In Johansson, R., van Laere, J. and Mellin, J. (Eds.) Proceedings of the 3rd Skövde Workshop on Information Fusion Topics (SWIFT 2009), 12–13 Oct 2009, Skövde, Sweden. Skövde Studies in Informatics 2009:3, pp. 11–16. URN:NBN SE-2009-45.

Dahlbom, A., Niklasson, L., and Falkman, G. (2009). Situation Recognition and Hypothesis Management using Petri Nets. In Torra, V., Narukawa, Y. and Inuiguchi, M. (Eds.) Modeling Decisions for Artificial Intelligence. Proceedings of the 6th International Conference (MDAI 2009), November 30–December 2, 2009, Awaji Island, Japan. Lecture Notes in Artificial Intelligence 5861, pp. 303–314. Springer-Verlag.

Dahlbom, A., Niklasson, L., Falkman, G., and Loutfi, A. (2009). Towards template-based situation recognition. In Mott, S., Buford, J.F., Jakobson, G. and Mendenhall, M.J. (Eds.) Intelligent Sensing, Situation Management, Impact Assessment, and Cyber-Sensing. Proceedings of SPIE Defense, Security, and Sensing 2009, 13–17 April 2009, Orlando, FL, USA. SPIE Volume 7352, 735205. DOI 10.1117/12.818715.

Dahlbom, A., Niklasson, L., and Falkman, G. (2009). A component-based simulator for supporting research on situation recognition. In Mott, S., Buford, J.F., Jakobson, G., and Mendenhall, M.J. (Eds.) Intelligent Sensing, Situation Management, Impact Assessment, and Cyber-Sensing. Proceedings of SPIE Defense, Security, and Sensing 2009, 13–17 April 2009, Orlando, FL, USA. SPIE Volume 7352, 735206.

Fooladvandi, F., Brax, C., Gustavsson, P., and Fredin, M. (2009). Signature-based activity detection based on bayesian networks acquired from expert knowledge. In Proceedings of the 12th International Conference on Information Fusion (FUSION 2009), pages 436–443. ISIF.

Gustafsson, M. (2009). SOMWeb : Supporting a Distributed Clinical Community of Practice Using Semantic Web Technologies. PhD thesis. Doktorsavhandlingar vid Chalmers tekniska högskola. Ny serie, 2972. Chalmers University of Technology; 2009.

Helldin, T. and Riveiro, M. (2009). Explanation Methods for Bayesian Networks: review and application to a maritime scenario. In Proceedings of the 3rd Annual Skövde Workshop on Information Fusion Topics (SWIFT 2009), 12–13 Oct 2009, Skövde, Sweden. Skövde Studies in Informatics 2009:3, pp. 28–32. ISBN: 978-91-978513-2-9, ISSN: 1653-2325.DOI 10.1117/12.818537.

Johansson, F. and Falkman, G. (2009). Performance evaluation of TEWA systems for improved decision support. In Torra, V., Narukawa, Y. and Inuiguchi, M. (Eds.) Modeling Decisions for Artificial Intelligence. Proceedings of the 6th International Conference (MDAI 2009), November 30–December 2, 2009, Awaji Island, Japan. Lecture Notes in Artificial Intelligence 5861, pp. 205–216. Springer-Verlag.

Johansson, F. and Falkman, G. (2009). An empirical investigation of the static weapon-target allocation problem. In Johansson, R., van Laere, J. and Mellin, J. (Eds.) Proceedings of the 3rd Skövde Workshop on Information Fusion Topics (SWIFT 2009), 12–13 Oct 2009, Skövde, Sweden. Skövde Studies in Informatics 2009:3, pp. 63–67. URN:NBN SE-2009-45.

Johansson, F. and Falkman, G. (2009). A testbed based on survivability for comparing threat evaluation algorithms. In Mott, S., Buford, J.F., Jakobson, G. and Mendenhall, M.J. (Eds.) Intelligent Sensing, Situation Management, Impact Assessment, and Cyber-Sensing. Proceedings of SPIE Defense, Security, and Sensing 2009, 13–17 April 2009, Orlando, FL, USA. SPIE Volume 7352, 73520C. DOI 10.1117/12.816819.

Johansson, U., König, R., and Niklasson, L. (2009). Genetically Evolved Nearest Neighbor Ensembles. Annals of Information Systems, Special issue on data mining: 299–313, Springer Verlag.

Johansson, U. and Niklasson, L. (2009). Evolving Decision Trees Using Oracle Guides. In Proceedings of IEEE Symposium on Computational Intelligence and Data Mining (CIDM), pp. 238–244, Nashville, TN. ISBN: 978-1-4244-2765-9.

Johansson, U., König, R., Löfström, T., Sönströd, C., and Niklasson, L. (2009). Post-processing Evolved Decision Trees. In Abraham, A., Hassanien, A.-E. and Carvalho, A.P. de L.F. de (Eds.) Foundations of Computational Intelligence, Volume 4: Bio-Inspired Data Mining Theoretical Foundations and Applications, pp.149–164, Springer Verlag. ISBN: 978-3-642-01087-3.

Laxhammar R., Falkman, G., and Sviestins, E. (2009). Anomaly detection in sea traffic — a comparison of the Gaussian Mixture Model and the Kernel Density Estimator. In Proceedings of the 12th IEEE International Conference on Information Fusion (FUSION 2009), 6–7 July 2009, Seattle, Washington, USA, pp. 756–763, ISIF. ISBN: 978-0-9824438-0-4.

Riveiro, M. (2009). Interactive Visualization for Maritime Anomaly Detection. Doctoral Research Workshop, 6th International Conference on Computer Graphics, Imaging and Visualization (CGIV09), IEEE. 11–14 August 2009, Tianjin, China. The Book of Abstract, pp. 18.

Riveiro, M. and Falkman, G. (2009). Interactive Visualization of Normal Behavioral Models and Expert Rules for Maritime Anomaly Detection. In Proceedings of the 2009 6th International Conference on Computer Graphics, Imaging and Visualization (CGIV09), 11–14 August 2009, Tianjin, China. IEEE Computer Society. ISBN 978-0-7695-3789-4, pp. 459–466. [BibTex]

Riveiro, M., Falkman, G., Ziemke, T., and Warston, H. (2009). VISAD: an interactive and visual analytical tool for the detection of behavioral anomalies in maritime traffic data. In Tolone, W.J. and Ribarsky, W. (Eds.) Visual Analytics for Homeland Defense and Security. Proceedings of SPIE Defense, Security, and Sensing 2009, 13–17 April 2009, Orlando, Florida, USA. SPIE Volume 7346, 734607 (1–11). [BibTex]

Riveiro, M., Falkman, G., Ziemke, T., and Kronhamn, T. (2009). Reasoning about anomalies: a study of the analytical process of detecting and identifying anomalous behavior in maritime traffic data. In Tolone, W.J. and Ribarsky, W. (Eds.) Visual Analytics for Homeland Defense and Security. Proceedings of SPIE Defense, Security, and Sensing 2009, 13–17 April 2009, Orlando, Florida, USA. SPIE Volume 7346, 73460A (1–12). [BibTex]

2008

Brax, C., Laxhammar, R., and Niklasson, L. (2008). Approaches for detecting behavioural anomalies in public areas using video surveillance data. In SPIE Europe Security and Defence - Proceedings of SPIE Volume 7113, September 15–18, 2008, Cardiff, Wales. ISBN: 9780819473455.

Brax, C., Niklasson, L., and Smedberg, M. (2008) Finding behavioural anomalies in public areas using video surveillance data. In Proceedings of the 11th IEEE International Conference on Information Fusion (FUSION 2008), Cologne, Germany, June 30–July 3, 2008, pp. 1655–1662. ISIF – IEEE Computer Society. ISBN: 978-3-00-024883-2.

Falkman, G., Gustafsson, M., Jontell, M., and Torgersson, O. (2008). Collaboration Patterns in an Online Community of Practice in Oral Medicine. In Andersen, S.K. et al. (Eds.) eHealth Beyond the Horizon – Get it There. Studies in Health Technology and Informatics 136, pp. 175–180. IOS Press.

Falkman, G., Gustafsson, M., Jontell, M., and Torgersson, O. (2008). SOMWeb: A Semantic Web-based System for Supporting Collaboration of Distributed Medical Communities of Practice. Journal of Medical Internet Research 10(3):e25, Theme issue on Medicine 2.0.

Falkman, G., Gustafsson, M., Torgersson, T., and Jontell, M. (2008). The Origin, Representation, and Use of Collaboration Patterns in a Medical Community of Practice. In Lytras, M.D. et al. (Eds.) Emerging Technologies and Information Systems for the Knowledge Society, Lecture Notes in Computer Science 5288, pp. 403–412. Springer-Verlag.

Gustafsson, M. and Falkman, G. (2008). Study of Use and Needs of an Online Community of Practice in Oral Medicine. Poster presented at 21st International Congress of the European Federation for Medical Informatics (MIE 2008), Göteborg, Sweden, May 25–28 2008.

Gustafsson, M., Falkman, G., Torgersson, O. and Jontell, M. (2008). Collaboration Patterns in a Medical Community of Practice. Poster presented at 16th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2008), 29th September–3rd October 2008, Acitrezza, Catania, Italy.

Johansson, F. and Falkman, G. (2008). A Survivability-based Testbed for Comparing Threat Evaluation Algorithms. In Boström, H., Johansson, R. and van Laere, J. (Eds.) Proceedings of the 2nd Skövde Workshop on Information Fusion Topics (SWIFT 2008), 4–6 November, 2008, Skövde, Sweden. Skövde Studies in Informatics 2008:1, pp. 22–24. ISBN 978-91-633-3697-3.

Johansson, F. and Falkman, G. (2008). A comparison between two approaches to threat evaluation in an air defense scenario. In Torra, V. and Narukawa, Y. (Eds.) Modeling Decisions for Artificial Intelligence. Proceedings of the 5th International Conference, MDAI 2008, Sabadell, Spain, October 30–31, 2008, Lecture Notes in Artificial Intelligence 5285, pp. 110–121. Springer-Verlag.

Johansson, F. and Falkman, G. (2008). A Bayesian network approach to threat evaluation with application to an air defense scenario. In Proceedings of the 11th IEEE International Conference on Information Fusion (FUSION 2008), Cologne, Germany, June 30–July 3, 2008. IEEE Computer Society.

Johansson, U., König, R., Löfström, T., and Niklasson, L. (2008). Increasing Rule Extraction Accuracy by Post-processing GP Trees. In IEEE Congress on Evolutionary Computation, Hong Kong, China, pp. 3010–3015. IEEE Press. ISBN: 978-1-4244-1823-7.

Johansson, U., Löfström, T., and Niklasson, L. (2008). Evaluating Standard Techniques for Implicit Diversity. In Pacific-Asia Conference on Knowledge Discovery and Data Mining, Osaka, Japan, Lecture Notes in Artificial Intelligence 5012: 613–622, Springer-Verlag. ISBN: 978-3-540-68124-3.

Jontell, M., Falkman, G., Gustafsson, M., and Torgersson, O. (2008). Elektroniskt verktyg för klinik, utbildning och forskning. Journal of the Swedish Dental Association 100(12): 78–81.

Khan, F. S., Anwer, R. M., Torgersson, O. and Falkman, G. (2008). Data Mining in Oral Medicine Using Decision Trees. In Proceedings of the 5th International Conference on Computer, Electrical, and Systems Science, and Engineering (CESSE 2008), Cairo, Egypt, February 6–8, 2008, PWASET 27, pp. 225–230.

König, R., Johansson, U., and Niklasson, L. (2008). G-REX: A Versatile Framework for Evolutionary Data Mining. In 2008 IEEE International Conference on Data Mining Workshops, 15–19 Dec 2008, Pisa, Italy, pp. 971–974. ISBN 978-0-7695-3503-6.

König, R., Johansson, U., and Niklasson, L. (2008). Using Genetic Programming to Increase Rule Quality. In Proceedings of the Twenty-First International FLAIRS Conference (2008). Coconut Grove, Florida, USA: AAAI Press. pp. 288–293. ISBN: 978-1-57735-365-2.

Niklasson, L., Riveiro, M., Johansson, F., Dahlbom, A., Falkman, G., Ziemke, T., Brax, C., Kronhamn, T., Smedberg, M., Warston, H., and Gustavsson, P.M. (2008). Extending the Scope of Situation Analysis. In Proceedings of the 11th IEEE International Conference on Information Fusion (FUSION 2008), Cologne, Germany, June 30–July 3, 2008, pp. 454–461. ISIF – IEEE Computer Society. ISBN: 978-3-00-024883-2.

Nilsson, M., Riveiro, M., and Ziemke, T. (2008). Investigating human-computer interaction issues in information-fusion-based decision support. Technical Report: HS-IKI -TR-08-002, School of Humanities and Informatics, University of Skövde.

Riveiro, M., Falkman, G., and Ziemke, T. (2008). Visual Analytics for the Detection of Anomalous Maritime Behavior. In Proceedings of the 12th IEEE International Conference on Information Visualisation (IV08), London, UK, July 9–11 2008. ISBN 978-0-7695-3268-4, pp. 273–279. [BibTex]

Riveiro, M., Falkman, G., and Ziemke, T. (2008). Improving maritime anomaly detection and situation awareness through interactive visualization. In Proceedings of the 11th IEEE International Conference on Information Fusion (FUSION2008), Cologne, Germany, June 30–July 3, 2008. Best Student Paper Award. IEEE Catalog Number CFP08FUS-CDR. ISBN 978-3-00-024883-2, pp. 47–54. [BibTex]

Riveiro, M., Johansson, F., Falkman, G., and Ziemke, T. (2008). Supporting Maritime Situation Awareness Using Self Organizing Maps and Gaussian Mixture Models. In Proceedings of the 10th Scandinavian Conference on Artificial Intelligence (SCAI 2008), Stockholm, Sweden, May 26–28, 2008. ISBN: 978-1-58603-867-0, pp. 84–91. [BibTex]

2007

Dahlbom, A. and Niklasson, L. (2007). Trajectory Clustering for Coastal Surveillance. In Proceedings of the 10th International Conference on Information Fusion (ICIF '07), Québec, Canada, July 9–12, 2007, pp. 1–8. IEEE. Catalog Number: 07EX1591. ISBN: 978-0-662-45804-3.

Falkman, G., Gustafsson, M., Jontell, M., and Torgersson, O. (2007). Towards Pragmatic Patterns for Clinical Knowledge Management. In Buckingham S., Lind, M. and Weigand, H. (Eds.) Proceedings ICPW’07: 2nd International Conference on the Pragmatic Web, 22–23 Oct. 2007, Tilburg, NL, ACM International Conference Proceeding Series 280, pp. 65–74. Association for Computing Machinery.

Gustafsson, M. and Falkman, G. (2007). Modeling Contexts of Knowledge Sharing in an Online Community for Oral Medicine. In Bouquet, P. (Ed.) CONTEXT’07 Doctorial Consortium Proceedings, Computer Science Research Report 118, Roskilde University, Denmark, October 2007, pp. 30–43.

Gustafsson, M. and Falkman, G. (2007). Experiences in Modeling Clinical Examinations in Oral Medicine Using OWL. In Proceedings of the 3rd International Workshop on OWL: Experiences and Directions (OWLED 2007), Innsbruck, Austria, June 6–7, 2007, CEUR Electronic Workshop Proceedings 258.

Johansson, F. and Falkman, G. (2007). Detection of vessel anomalies – a Bayesian network approach. In Proceedings of the 3rd IEEE International Conference on Intelligent Sensors, Sensor Networks and Information (ISSNIP 2007), Melbourne, Australia, 3–6 Dec 2007, pp. 395–400. IEEE Computer Society.

Johansson, U., König, R., and Niklasson, L. (2007). Inconsistency - Friend or Foe. In The International Joint Conference on Neural Networks, IEEE Press, Orlando, FL, 2007. [CD-ROM]

Johansson, U., Löfström, T., and Niklasson, L. (2007). The Importance of Diversity in Neural Network Ensembles – An Empirical Investigation. In The International Joint Conference on Neural Networks, IEEE Press, Orlando, FL, 2007. [CD-ROM]

König, R., Johansson, U., and Niklasson, L. (2007). Genetic Programming – a Tool for Flexible Rule Extraction. In IEEE Congress on Evolutionary Computation (CEC), pp. 1304–1310, IEEE. ISBN: 1-4244-1340-0.

König, R., Johansson, U., and Niklasson, L. (2007). Instance ranking using ensemble spread. In DMIN, The 2007 international conference on data mining, 24–28 jun 2007. Las Vegas Nevada, USA, pp. 73–78. ISBN: 1-60132-031-0.

König, R., Johansson, U., and Niklasson, L. (2007). The importance of representation languages when extracting estimation rules. In Proceedings of the 24th Annual Workshop of the Swedish Artificial Intelligence Society, pp. 136–146. ISSN: 0348-0542.

Niklasson, L., Riveiro, M., Johansson, F., Dahlbom, A., Falkman, G., Ziemke, T., Brax, C., Kronhamn, T., Smedberg, M., Warston, H., and Gustavsson, P.M. (2007). A Unified Situation Analysis Model for Human and Machine Situation Awareness. In Koschke, R., Herzog, O., Rödiger, K.-H. and Ronthaler, M. (Eds.) Trends, Solutions, Applications. Proceedings of SDF 2007. Lecture Notes in Informatics P-109, pp. 105–110. Köllen Druck & Verlag.

Riveiro, M. (2007). Cognitive Evaluation of Uncertainty Visualization Methods for Decision Making. In Symposium on Applied Perception in Graphics and Visualization (APGV 2007), Tübingen, Germany, July 25–27, pp. 133. ACM SIGGRAPH. ISBN: 978-1-59593-670-7. [BibTex]

Riveiro, M. (2007). Evaluation of Uncertainty Visualization Techniques for Information Fusion. In Proceedings of the 10th International Conference on Information Fusion (ICIF '07), Québec, Canada, July 9–12, 2007, pp. 1–8. IEEE. Catalog Number: 07EX1591. ISBN: 978-0-662-45804-3. [BibTex]

Riveiro, M. (2007). Research proposal: Information Visualization for Information Fusion. Technical Report: HS-IKI -TR-07-004, School of Humanities and Informatics, University of Skövde.

Schäfer, B., Bergfeldt, N., Riveiro, M., and Ziemke, T. (2007). Evolution of Tool Use Behavior. In Proceedings of the 2007 IEEE Symposium on Artificial Life, IEEE Computational Intelligence Society, pp. 31–38, IEEE. Catalog Number: 07EX1567C. ISBN:1-4244-0701-X. [BibTex]

2006

Dahlbom, A. and Niklasson, L. (2006). Goal-Directed Hierarchical Dynamic Scripting for RTS Games. In Proceedings of the Second Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE -06), pp. 21–28. AAAI Press, Menlo Park, CA.

Gustafsson, M. (2006). Design, Development, and Adoption of Ontology-Driven Clinical Software. Licentiate thesis. Technical report L, 32L. Chalmers University of Technology; 2006.

Gustafsson, M. (2006). Ontology Development and Deployment Using ISO/IEC15288 System Life Cycle Processes. In Second Workshop on Knowledge Engineering and Software Engineering, pp. 15–26.

Gustafsson, M. (2006). Representing Knowledge in Oral Medicine: Remodeling Clinical Examinations Using OWL. IKI Technical Reports, HS-IKI-RE-06-009. Skövde: Institutionen för kommunikation och information; 2006.

Gustafsson, M., Falkman, G., Lindahl, F., and Torgersson, O. (2006). Enabling an Online Community for Sharing Oral Medicine Cases Using Semantic Web Technologies. In Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M. and Aroyo, L. (Eds.) The Semantic Web. Proceedings of the 5th International Semantic Web Conference, ISWC 2006, Athens, GA, USA, November 5–9, 2006, Lecture Notes in Computer Science 4273, pp. 820–832. Springer-Verlag.

Gustafsson, M., Lindahl, F., Falkman, G., and Torgersson, O. (2006). An Online Community for Oral Medicine Supporting Structured Case Entry. Software demonstration at 20th International Congress of the European Federation for Medical Informatics (MIE2006), Maastricht, NL, August 27–30 2006. In Poster proceedings of MIE2006, pp. 469–474.

Gustavsson, P., Blais, C., and Turnitsa, C. (2006). An architecture for demonstrating the interplay of emerging siso standards. In Fall Simulation Interoperability Workshop (FallSIW), September 2006, Orlando, FL, US, pp 10–15.

Gustavsson, P., Blais, C., and Turnitsa, C. (2006). A strategy for ontology research for the coalition battle management language (C-BML) product development group. In Fall Simulation Interoperability Workshop (FallSIW), September 2006, Orlando, FL, US, pp 10–15.

Gustavsson, P. and Brax, C. (2006). An agent architecture for multi-hypothesis intention simulation: An ontology driven interoperabilty architecture. In Proceedings of the 10th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI), pp 77–82.

Gustavsson, P., Wemmergård, J., Garcia, J., and Norstedt Larsson, M. (2006). Expanding the management language smorgasbord towards standardization of coalition: Crisis management language (C-CML). In Spring SIW 2006, pp 1–12.

Johansson, F. and Falkman, G. (2006). Implementation and integration of a Bayesian Network for prediction of tactical intention into a ground target simulator. In Proceedings of the 9th IEEE International Conference on Information Fusion (FUSION 2006), Florence, Italy, July 10–13, 2006, pp. 1–7. ISIF – IEEE Computer Society. ISBN 0-9721844-6-5.

Johansson, U., Löfström, T., König, R., and Niklasson, L. (2006). Why Not Use an Oracle When You Got One? Neural Information Processing – Letters and Reviews: 227-236.

Johansson, U., Löfström, T., König, R., Sönströd, C., and Niklasson, L. (2006). Rule Extraction from Opaque Models: A Slightly Different Perspective. In 6th International Conference on Machine Learning and Applications, Orlando, FL, pp. 22–27. IEEE press.

Johansson, U., Löfström, T., König, R., and Niklasson, L. (2006). Genetically Evolved Trees Representing Ensembles. In 8th International Conference on Artificial Intelligence and Soft Computing, Zakopane, Poland, Lecture Notes in Artificial Intelligence, pp. 613–622. Springer-Verlag.

Johansson, U., Löfström, T., König, R., and Niklasson, L. (2006). Introducing GEMS: a Novel Technique for Ensemble Creation. In 19th Florida Artificial Intelligence Research Society Conference (FLAIRS) 06, Melbourne Beach, FL, pp. 700–705. AAAI Press.

Johansson, U., Löfström, T., König, R., and Niklasson, L. (2006). Building Neural Network Ensembles using Genetic Programming. In International Joint Conference on Neural Networks, Vancouver, Canada, pp. 2239–2244. IEEE Press.

Johansson, U., Löfström, T., König, R. and Niklasson, L. (2006). Accurate Neural Network Ensembles Using Genetic Programming. In 23rd Annual Workshop of the Swedish Artificial Intelligence Society, Umeå, Sweden, pp. 117–126.

Johansson, U., Löfström, T., and Niklasson, L. (2006). Accuracy on a Hold-out Set: The Red Herring of Data Mining. In 23rd Annual Workshop of the Swedish Artificial Intelligence Society, Umeå, Sweden, pp. 137–146.

Johansson, U., Sönströd, C., and Niklasson, L. (2006). Explaining Winning Poker: A Data Mining Approach. In 6th International Conference on Machine Learning and Applications, Orlando, FL, pp. 129–134. IEEE press.

König, R., Johansson, U., and Niklasson, L. (2006). Increasing rule extraction comprehensibility. International Journal of Information Technology and Intelligent Computing 1: 303–314.

Lagervik, C., Norstedt-Larsson, M., and Gustavsson, P. (2006). A system theoretical approach to situation awareness: A holistic view of purposeful elements. In Proceedings of the 9th International Conference on Information Fusion, Florence, 10–13 July 2006, pp 1–7.

Löfström, T., König, R., Johansson, Niklasson, L., Strand, M., and Ziemke, T. (2006). Benefits of Relating the Retail Domain to Information Fusion. Proceedings of the 9th IEEE International Conference on Information Fusion (FUSION 2006), Florence, Italy, July 10–13, 2006, pp. 1–7. ISIF – IEEE Computer Society. ISBN 0-9721844-6-5.

2005

Falkman, G., Torgersson, O., Jontell, M., and Gustafsson, M. (2005). SOMWeb: Towards an Infrastructure for Knowledge Sharing in Oral Medicine. In Engelbrecht, R., Geissbuhler, A., Lovis, C. and Mihalas, G. (Eds.) Connecting Medical Informatics and Bio-Informatics. Proceedings of MIE2005, Studies in Health Technology and Informatics 116, pp. 527–532. IOS Press.

Gustafsson, M. and Falkman, G. (2005). Representing Clinical Knowledge in Oral Medicine Using Ontologies. In Engelbrecht, R., Geissbuhler, A., Lovis, C. and Mihalas, G. (Eds.) Connecting Medical Informatics and Bio-Informatics. Proceedings of MIE2005, Studies in Health Technology and Informatics 116, pp. 743–748. IOS Press.

Johansson, U., König, R., and Niklasson, L. (2005). Automatically Balancing Accuracy and Comprehensibility in Predictive Modeling. In Proceedings of the 8th International Conference on Information Fusion, CD-ROM, IEEE Catalog Number: 05EX1120C, ISBN: 0-7803-9287-6.

2004

Gustavsson, P., Björk, A., Brax, C., and Planstedt, T. (2004). Towards service oriented simulations. In Fall Simulation Interoperability Workshop 2004: FallSIW 04, pp. 219–229.

Johansson, U., Sönströd, C., and Niklasson, L. (2004). Why Rule Extraction Matters. In Proceedings of the 8th International Conference on Artificial Intelligence and Applications (IASTED), Cambridge MA, USA, pp. 47–52.

Johansson, U., Niklasson, L., and König, R. (2004). Accuracy vs. Comprehensibility in Data Mining Models. In 7th International Conference on Information Fusion (FUSION 2004), Stockholm, Sweden.

Johansson, U., König, R., and Niklasson, L. (2004). The Truth is There – Rule Extraction from Opaque Models Using Genetic Programming. In 17th Florida Artificial Intelligence Research Society Conference (FLAIRS04), Miami, Florida, pp. 658–662. AAAI press.

Löfström, T., Johansson, U., and Niklasson, L. (2004). Rule Extraction by Seeing Through the Model. In 11th International Conference on Neural Information Processing (ICONIP), Calcutta, India, pp. 555–560.

2003

Johansson, U., König, R., and Niklasson, L. (2003). Rule Extraction from Trained Neural Networks Using Genetic Programming. In 13th International Conference on Artificial Neural Networs (ICANN), Istanbul, Turkey, pp. 13–16.

Johansson, U., Sönströd, C., König, R., and Niklasson, L. (2003). Neural Networks and Rule Extraction for Prediction and Explanation in the Marketing Domain. In International Joint Conference on Neural Networs (IJCNN), Portland, Oregon, USA, pp. 2866–2871.