Select Publications
Book Chapters
, 2009, 'Machine Learning', in Gaber MM (ed.), Scientific Data Mining and Knowledge Discovery, Springer, Berlin, Germany, pp. 7 - 52
, 2006, 'Enhancing Information Retrieval Using Problem Specific Knowledge', in Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp. 244 - 251, http://dx.doi.org/10.1007/11961239_24
Journal articles
, 2023, 'Responsible Credit Risk Assessment with Machine Learning and Knowledge Acquisition', Human-Centric Intelligent Systems, 3, pp. 232 - 243, http://dx.doi.org/10.1007/s44230-023-00035-1
, 2022, 'Credit Risk Modeling Using Transfer Learning and Domain Adaptation', Frontiers in Artificial Intelligence, 5, http://dx.doi.org/10.3389/frai.2022.868232
, 2015, 'A Deployed People-to-People Recommender System in Online Dating', AI Magazine, 36, http://dx.doi.org/10.1609/aimag.v36i3.2599
, 2015, 'Collaborative Filtering for people-to-people recommendation in online dating: Data analysis and user trial', International Journal of Human-Computer Studies, 76, pp. 50 - 66, http://dx.doi.org/10.1016/j.ijhcs.2014.12.003
, 2014, 'Contents and time sensitive document ranking of scientific literature', Journal of Informetrics, 8, pp. 546 - 561, http://dx.doi.org/10.1016/j.joi.2014.04.006
, 2014, 'Contents and time sensitive document ranking of scientific literature', Journal of Informetrics, 8, pp. 546 - 561, http://dx.doi.org/10.1016/j.joi.2014.04.006
, 1996, 'A knowledge acquisition technique for recognizing handprinted Chinese characters', Proceedings - International Conference on Pattern Recognition, 3, pp. 254 - 258, http://dx.doi.org/10.1109/ICPR.1996.546949
Conference Papers
, 2022, 'Discovering Periodicity in Locally Repeating Patterns', in Proceedings - 2022 IEEE 9th International Conference on Data Science and Advanced Analytics, DSAA 2022, http://dx.doi.org/10.1109/DSAA54385.2022.10032435
, 2015, 'Extractive summarisation based on keyword profile and language model', in Proceedings of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies, Denver, USA, presented at
, 2014, 'Topical Establishment Leveraging Literature Evolution', in Klein M (ed.), Proceedings of the 14th IEEE/ACM Joint Conference on Digital Libraries, London, presented at
, 2014, 'Evaluation and deployment of a people-to-peopie recommender in online dating', in Proceedings of The Twenty-Sixth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-14), Quebec, Canada, pp. 2914 - 2921, presented at
, 2014, 'Exploiting Paper Contents and Citation Links to Identify and Characterise Specialisations', in Data Mining Workshop (ICDMW), 2014 IEEE International Conference on, pp. 613 - 620, http://dx.doi.org/10.1109/ICDMW.2014.26
, 2010, 'Interaction-based collaborative filtering methods for recommendation in online dating', in Web Information Systems Engineering - WISE 2010, Springer, Germany, pp. 342 - 356, presented at
, 2010, 'People Recommendation based on Aggregated Bidirectional Intentions in Social Network Site', in AICI - Lecture Notes in Computer Science, Springer, Germany, pp. 247 - 260, presented at
, 2007, 'Welcome Message from the IHS 2007 Workshop Co-Chairs', in The 2007 International Conference on Intelligent Pervasive Computing (IPC 2007), IEEE, pp. xv - xv, presented at
, 2004, 'Feature Extraction for Learning to Classify Questions', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, presented at
, 2004, 'Knowledge Management in Data and Knowledge Intensive Environments', in 5th International Conference on Practical Aspects of Knowledge Management (PAKM2004), Vienna, Austria, presented at
, 2003, 'Mining Patterns of Dyspepsia Symptoms Across Time Points using Constraint Association Rules', in 7th Pacific-Asia Conference, PAKDD 2003, Seoul, South Korea, presented at
, 2001, 'Assisting Model-Discovery in Neuroendocrinology', in Discovery Science : 4th International Conference, Washington DC, USA, presented at
, 1997, 'Ripple-Down Rationality: A Framework for Maintaining PSMs', in Workshop on Problem Solving Methods for Knowledge-Based Systems, in connection with IJCAI-97, Nagoya, Japan, presented at
, 1996, 'Recognition of handprinted Chinese characters using riplle-down rules', in Advances in Structural and Syntactical Pattern Recognition, Leipzig, Germany, presented at