Recent Publications

H.W. Guesgen and S. Marsland, editors. Human Behavior Recognition Technologies: Intelligent Applications for Monitoring and Security. IGI Global, Hershey, Pennsylvania, 2013.

S.-L. Chua, S. Marsland, and H.W. Guesgen. Behavior recognition in smart homes. In J. van Hoof, G. Demiris, and E.J.M. Wouters, editors, Handbook of Smart Homes, Health Care and Well-Being, pages 315-324. Springer International Publishing, Cham, Switzerland, 2017.

K. Stock and H.W. Guesgen. Geospatial reasoning with open data. In R. Layton and P.A. Watters, editors, Automating Open Source Intelligence: Algorithms for OSINT, pages 171-204. Elsevier, Waltham, Massachusetts, 2016.

H.W. Guesgen. A fuzzy set approach to expressing preferences in spatial reasoning. In T. Eiter, H. Strass, M. Truszczynski, and S. Woltran, editors, Advances in Knowledge Representation, Logic Programming, and Abstract Argumentation, Lecture Notes in Artificial Intelligence 9060, pages 173-185. Springer International Publishing, Cham, Switzerland, 2015.

B. Gottfried, H. Aghajan, K.B.-Y. Wong, J.C. Augusto, H.W. Guesgen, T. Kirste, and M. Lawo. Spatial health systems: When humans move around. In A. Holzinger, C. Röcker, and M. Ziefle, editors, Smart Health: Open Problems and Future Challenges, Lecture Notes in Computer Science 8700, pages 41-69. Springer International Publishing, Cham, Switzerland, 2015.

H.W. Guesgen and S. Marsland. Human behaviour recognition in ambient intelligent environments. In K. Curran, editor, Recent Advances in Ambient Intelligence and Context-Aware Computing, pages 107-121. IGI Global, Hershey, Pennsylvania, 2015.

S.-L. Chua, S. Marsland, and H.W. Guesgen. Towards behaviour recognition with unlabelled sensor data: As much as necessary, as little as possible. In H.W. Guesgen and S. Marsland, editors, Human Behavior Recognition Technologies: Intelligent Applications for Monitoring and Security, pages 86-110. IGI Global, Hershey, Pennsylvania, 2013.

A.C. Tran, J.Dietrich, H.W. Guesgen, and S. Marsland. Parallel symmetric class expression learning. Journal of Machine Learning Research, 18:1-34, 2017.

H. Al-Samarraie, S.M. Sarsam, and H.W. Guesgen. Predicting user preferences of environment design: A perceptual mechanism of user interface customisation. Behaviour & Information Technology, 35(8):644-653, 2016.

S.-L. Chua, S. Marsland, and H.W. Guesgen. A supervised learning approach for behaviour recognition in smart homes. Journal of Ambient Intelligence and Smart Environments, 8:259-271, 2016.

H.W. Guesgen and S. Marsland. Using contextual information for recognising human behaviour. International Journal of Ambient Computing and Intelligence, 7(1):27-44, 2016.

S. Albrecht, T. Wiemann, J. Hertzberg, H.W. Guesgen, and S. Marsland. From object recognition to activity interpretation and back, based on point cloud data. Künstliche Intelligenz, 27(2):161-167, 2013.

S. Biundo-Stephan, H.W. Guesgen, J. Hertzberg, and S. Marsland. Interpreting Observed Action (Dagstuhl Seminar 12491). Dagstuhl Reports, 2(12):1-16, 2013.

H.W. Guesgen. Towards a theory of space for activity recognition in smart environments based on rough sets. In Proc. International Conference on Intelligent Environments (IE-15), pages 148-151, Prague, Czech Republic, July 2015.

I. Moosdorf, A. Paschke, A. Todor, J. Dietrich, and H.W. Guesgen. PRCA - a parallel relational concept analysis framework. In Proc. International FCA4AI Workshop at ECAI-14, pages 67-76, Prague, Czech Republic, August 2014.

A.C. Tran, J. Dietrich, H.W. Guesgen, and S. Marsland. Improving predictive specificity of description logic learners by fortification. In Proc. Asian Conference on Machine Learning (ACML-13), pages 419-434, Canberra, Australia, November 2013.

A. Hakim, S. Marsland, and H.W.Guesgen. Computational analysis of emotion dynamics. In Proc. International Conference on Affective Computing and Intelligent Interaction, pages 185-190, Geneva, Switzerland, October 2013.

A. Hakim, S. Marsland, and H.W.Guesgen. Statistical modelling of complex emotions using mixture of von Mises distributions. In Proc. International Conference on Affective Computing and Intelligent Interaction, pages 517-522, Geneva, Switzerland, October 2013.

H.W. Guesgen. A fuzzy set approach to representing spatio-temporal and environmental context: Preliminary considerations. In Proc. AAAI-13 Workshop on Space, Time, and Ambient Intelligence, pages 13-16, Bellevue, Washington, July 2013.

A.C. Tran, H.W. Guesgen, J. Dietrich, and S. Marsland. An approach to numeric refinement in description logic learning for learning activities duration in smart homes. In Proc. AAAI-13 Workshop on Space, Time, and Ambient Intelligence, pages 22-28, Bellevue, Washington, July 2013.

D.C. Uthus, P.J. Riddle, and H.W. Guesgen. Solving the traveling tournament problem with iterative-deepening A*. In Proc. International Conference on Automated Planning and Scheduling (ICAPS-13), pages 488-489, Rome, Italy, June 2013.


2017-10-02