Select Publications

Book Chapters

Heap B; Krzywicki A; Wobcke W; Bain M; Compton P, 2014, 'Combining Career Progression and Profile Matching in a Job Recommender System', in Lecture Notes in Computer Science, Springer International Publishing, pp. 396 - 408, http://dx.doi.org/10.1007/978-3-319-13560-1_32

Krzywicki A; Wobcke W, 2008, 'Closed Pattern Mining for the Discovery of User Preferences in a Calendar Assistant', in Nguyen NT; Katarzyniak R (ed.), New Challenges in Applied Intelligence Technologies, Springer-Verlag, Berlin, pp. 67 - 76

Journal articles

Krzywicki A; Muchlinski D; Goldsmith BE; Sowmya A, 2022, 'From academia to policy makers: a methodology for real-time forecasting of infrequent events', Journal of Computational Social Science, 5, pp. 1489 - 1510, http://dx.doi.org/10.1007/s42001-022-00176-6

Wobcke W; Krzywicki A, 2022, 'Empirical software engineering for evaluating adaptive task-oriented personal assistants: a case study in human/machine event extraction and coding', International Journal of Agent-Oriented Software Engineering, 7, pp. 184 - 184, http://dx.doi.org/10.1504/ijaose.2022.122647

Krzywicki A; Wobcke W, 2022, 'Empirical software engineering for evaluating adaptive task-oriented personal assistants: a case study in human/machine event extraction and coding', International Journal of Agent-Oriented Software Engineering, 7, pp. 184 - 184, http://dx.doi.org/10.1504/ijaose.2022.10046995

Krzywicki A; Wobcke W; Bain M; Calvo Martinez J; Compton P, 2016, 'Data mining for building knowledge bases: Techniques, architectures and applications', Knowledge Engineering Review, 31, pp. 97 - 123, http://dx.doi.org/10.1017/S0269888916000047

wobcke W; Krzywicki A; Kim Y; Cai X; Bain M; Compton P; Mahidadia A, 2015, 'A Deployed People-to-People Recommender System in Online Dating', AI Magazine, 36, http://dx.doi.org/10.1609/aimag.v36i3.2599

Krzywicki A; Wobcke W; Kim YS; Cai X; Bain M; Mahidadia A; Compton P, 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

Conference Papers

Abdullah-Vetter Z; Dwivedi P; Buratti Y; Krzywicki A; Sowmya A; Trupke T; Hameiri Z, 2022, 'Automated analysis of internal quantum efficiency using chain order regression', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 476 - 478, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 06 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/PVSC48317.2022.9938500

Krzywicki A; Mahidadia A; Bain M, 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

Abdullah-Vetter Z; Dwivedi P; Buratti Y; Krzywicki A; Sowmya A; Trupke T; Hameiri Z, 2021, 'Simplified analysis of internal quantum efficiency using machine learning', Sydney, presented at Asia-Pacific Solar Research Conference, Sydney, 16 December 2021, http://dx.doi.org/10.26190/unsworks/28136

Krzywicki A; Heap B; Bain M; Wobcke W; Schmeidl S, 2018, 'Using word embeddings with linear models for short text classification', in Mitrovic T; Xue B; Li X (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Victoria University of Wellington, New Zealand, pp. 819 - 827, presented at AI 2018 - The 31st Australasian Joint Conference on Artificial Intelligence, Victoria University of Wellington, New Zealand, 11 December 2018 - 14 December 2018, http://dx.doi.org/10.1007/978-3-030-03991-2_74

Krzywicki A; Wobcke W; Bain M; Schmeidl S; Heap B, 2018, 'A knowledge acquisition method for event extraction and coding based on deep patterns', in Yoshida K; Lee M (ed.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, Nanjing, China, pp. 16 - 31, presented at Pacific Rim Knowledge Acquisition Workshop, Nanjing, China, 27 August 2018 - 28 August 2018, http://dx.doi.org/10.1007/978-3-319-97289-3_2

Heap B; Krzywicki A; Schmeidl S; Wobcke W; Bain M, 2017, 'A joint human/machine process for coding events and conflict drivers', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Singapore, pp. 639 - 654, presented at 13th International Conference, ADMA 2017, Singapore, 05 November 2017 - 06 November 2017, http://dx.doi.org/10.1007/978-3-319-69179-4_45

Krzywicki A; Wobcke W; Cai X; Bain M; Compton P; Mahidadia A; Kim YS, 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 Twenty-Sixth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-14), Quebec, Canada, 29 July 2014 - 31 July 2014

Heap B; Krzywicki A; Wobcke W; Bain M; Compton P, 2014, 'Combining Career Progression and Profile Matching in a Job Recommender System', in Pham D-N; Park S-B (ed.), PRICAI 2014: Trends in Artificial Intelligence, Springer

Cai X; Bain ME; Krzywicki A; Wobcke W; Kim YS; Compton PJ; Mahidadia AJ, 2013, 'ProCF: Probabilistic Collaborative Filtering for Reciprocal Recommendation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Gold Coast, Australia, presented at The 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Gold Coast, Australia, 14 April 2013 - 17 April 2013

Kim YS; Mahidadia AJ; Compton PJ; Krzywicki A; Wobcke W; Cai X; Bain ME, 2012, 'People-to-People Recommendation Using Multiple Compatible Subgroups', in LNAI, Springer, Gemerny, pp. 61 - 72, presented at 25th Australasian Joint Conference on Artificial Intelligence, Sydney, Australia, 04 December 2012 - 07 December 2012, http://dx.doi.org/10.1007/978-3-642-35101-3_6

Kim YS; Krzywicki A; Wobcke W; Mahidadia AJ; Compton PJ; Cai X; Bain ME, 2012, 'Hybrid techniques to address cold start problems for people to people recommendation in social networks', in PRICAI 2012: Trends in Artificial Intelligence, springer, Kuching, Sarawak, Malaysia, pp. 206 - 217, presented at 12th Pacific Rim International Conference on Artificial Intelligence, Kuching, Sarawak, Malaysia, 03 September 2012 - 07 September 2012, http://dx.doi.org/10.1007/978-3-642-32695-0_20

Krzywicki A; Wobcke W; Cai X; Bain ME; Mahidadia AJ; Compton PJ; Kim YS, 2012, 'Using a Critic to Promote Less Popular Candidates in a People-to-People Recommender System', in Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, AAAI Press, Toronto, Canada, pp. 2305 - 2310, presented at Innovative Applications of Artificial Intelligence, Toronto, Canada, 22 July 2012 - 26 July 2012

Cai X; Bain ME; Krzywicki A; Wobcke W; Kim YS; Compton PJ; Mahidadia AJ, 2012, 'Reciprocal and Heterogeneous Link Prediction in Social Networks', in Advances in Knowledge Discovery and Data Mining, Springer, German, pp. 193 - 204, presented at The 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Kuala Lumpur, Malaysia, 29 May 2012

Krzywicki A; Wobcke W, 2011, 'Exploiting Concept Clumping for Efficient Incremental News Article Categorization', in Advanced Data Mining and Applications, Springer-Verlag, Berlin-Heidelberg, pp. 353 - 366, presented at 7th International Conference on Advanced data mining and applications, ADMA 2011, Beijing, China, 17 December 2011 - 19 December 2011

Cai X; Bain ME; Krzywicki A; Wobcke W; Kim YS; Compton PJ; Mahidadia AJ, 2011, 'Learning to Make Social Recommendations: A Model-Based Approach', in Advanced Data Mining and Applications: Third International Conference, ADMA 2007, Harbin, China, August 6-8, 2007 Proceedings, Springer-Verlag, Heidelberg, Germany, pp. 124 - 137, presented at 7th International Conference on Advanced data mining and applications, ADMA 2011, Beijing, China, 17 December 2011 - 19 December 2011, http://dx.doi.org/10.1007/978-3-642-25856-5_10

Cai X; Bain ME; Krzywicki A; Wobcke W; Kim YS; Compton PJ; Mahidadia AJ, 2010, 'Learning Collaborative Filtering and Its Application on People-to-People Recommendation in Social Networks', in Proceedings of the 10th IEEE International Conference on Data Mining, IEEE, Sydney, pp. 743 - 748, presented at The 10th IEEE International Conference on Data Mining, Sydney, 14 December 2010 - 17 December 2010, http://dx.doi.org/10.1109/ICDM.2010.159

Krzywicki A; Wobcke W; Cai X; Mahidadia AJ; Bain ME; Compton PJ; Kim YS, 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 11th International Conference on Web Information Systems Engineering, WISE 2010, Hong Kong, 12 December 2010 - 14 December 2010, http://dx.doi.org/10.1007/978-3-642-17616-6_31

Cai X; Bain ME; Krzywicki A; Wobcke W; Kim YS; Compton PJ; Mahidadia AJ, 2010, 'Collaborative Filtering for People to People Recommendation in Social Networks', in AI 2010: Advances in Artificial Intelligence, Springer-Verlag, Berlin, Heidelberg, pp. 476 - 485, presented at 23rd Australasian Joint Conference on Artificial Intelligence, Adelaide Australia, 07 December 2010 - 10 December 2010, http://dx.doi.org/10.1007/978-3-642-17432-2_48

Krzywicki A; Wobcke W, 2010, 'Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization', in Advanced Data Mining and Applications, Springer, Heidelberg, pp. 244 - 258, presented at 6th International Conference on Advanced data mining and applications, Chongqing, China, 19 November 2010 - 21 November 2010

Kim YS; Mahidadia AJ; Compton PJ; Cai X; Bain ME; Krzywicki A; Wobcke W, 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 The 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010), Daegu, 31 August 2010 - 03 September 2010, http://dx.doi.org/10.1007/978-3-642-15037-1_21

Krzywicki A; Wobcke W; Wong A, 2010, 'An Adaptive Calendar Assistant Using Pattern Mining for User Preference Modelling', in Proceedings of the 2010 International Conference on Intelligent User Interfaces, Association for Computing Machinery, Inc. (ACM), New York, NY, presented at International Conference on Intelligent User Interfaces, Hong Kong, 07 February 2010 - 10 February 2010

Krzywicki A; Wobcke W, 2009, 'Incremental E-Mail Classification and Rule Suggestion Using Simple Term Statistics', in AI 2009: Advances in Artificial Intelligence, Springer-Verlag, Berlin, presented at Twenty-2nd Australasian Joint Conference on Artificial Intelligence, Melbourne, 01 December 2009 - 05 December 2009

Wobcke W; Krzywicki A; Chan Y-W, 2008, 'A Large-Scale Evaluation of an E-Mail Management Assistant', in Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IEEE Computer Society Press, Los Alamitos, CA, presented at 2008 IEEE/WIC/ACM International conference on intelligent agent technology, Sydney, Australia, 09 December 2008 - 12 December 2008

Wobcke W; Nguyen A; Ho VH; Krzywicki A, 2007, 'The Smart Personal Assistant: An Overview', in Yorke-Smith N (ed.), Proceedings of the AAAI 2007 Spring Symposium on Interaction Challenges for Intelligent Assistants, AAAI Press, Menlo Park, CA, pp. 135 - 136, presented at AAAI 2007 Spring Symposium on Intentions in Intelligent Systems, Stanford University, CA, USA, 26 March 2007 - 28 March 2007

Wobcke W; Ho VH; Nguyen A; Krzywicki A, 2005, 'A BDI Agent Architecture for Dialogue Modelling and Coordination in a Smart Personal Assistant', in Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IEEE Computer Society Press, Los Alamitos, CA, presented at 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Compeigne, France, 19 September 2005 - 22 September 2005

Conference Posters

Kim YS; Mahidadia AJ; Compton PJ; Krzywicki A; Wobcke W; Bain ME; Cai X, 2010, 'Automated recommendation rule acquisition for two-way interaction-based social network websites.', Lisbon, Portugal, 2010, presented at 17th International Conference on Knowledge Engineering and Knowledge Management, Lisbon, Portugal, 2010

Preprints

Heap B; Bain M; Wobcke W; Krzywicki A; Schmeidl S, 2017, Word Vector Enrichment of Low Frequency Words in the Bag-of-Words Model for Short Text Multi-class Classification Problems, , http://dx.doi.org/10.48550/arxiv.1709.05778


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