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Research Output 1988 2018

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Conference Paper
2018

A game for eliciting trust between people and devices under diverse performance conditions

Zukerman, I., Partovi, A., Zhan, K., Hamacher, N., Stout, J. & Moshtaghi, M., 2018, Computer Games: 6th Workshop, CGW 2017 Held in Conjunction with the 26th International Conference on Artificial Intelligence, IJCAI 2017 Melbourne, VIC, Australia, August, 20, 2017 Revised Selected Papers. Cazenave, T., Winands, M. H. M. & Saffidine, A. (eds.). Cham Switzerland: Springer, p. 172-190 19 p. (Communications in Computer and Information Science; vol. 818).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Exploring textual and speech information in dialogue act classification with speaker domain adaptation

He, X., Tran, Q. H., Havard, W., Besacier, L., Zukerman, I. & Haffari, R., 2018, Australasian Language Technology Association Workshop 2018 - Proceedings of the Workshop: 10–12 December 2018 The University of Otago Dunedin, New Zealand. Mac Kim, S. & Zhang, X. J. (eds.). Australia: Australian Language Technology Association (ALTA), 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

The Context-Dependent Additive Recurrent Neural Net

Tran, H. Q., Lai, T. M., Haffari, G., Zukerman, I., Bui, T. & Bui, H., 2018, Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2018). Ji, H. & Stent, A. (eds.). Red Hook NY USA: Association for Information Systems, Vol. 1. p. 1274-1283 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
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2017

A generative attentional neural network model for dialogue act classification

Tran, Q. H., Zukerman, I. & Haffari, G., 2017, Annual Meeting of the Association for Computational Linguistics 2017: Short Papers, ACL 2017 - Proceedings . Barzilay, R. & Kan, M-Y. (eds.). PA USA : Association for Computational Linguistics (ACL), Vol. 2. p. 524-529 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

A hierarchical neural model for learning sequences of dialogue acts

Tran, H. Q., Zukerman, I. & Haffari, G., 2017, 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017): Proceedings of Conference, Volume 1: Long Papers, April 3-7, 2017, Valencia, Spain. Blunsom, P. & Koller, A. (eds.). Stroudsburg, PA: Association for Computational Linguistics (ACL), Vol. 1. p. 428-437 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
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Preserving distributional information in dialogue act classification

Tran, Q. H., Zukerman, I. & Haffari, G., 2017, The Conference on Empirical Methods in Natural Language Processing: Proceedings of the Conference - September 9-11, 2017, Copenhagen, Denmark. Hwa, R. & Riedel, S. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 2151-2156 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
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Towards a response selection system for spoken requests in a physical domain

Partovi, A., Zukerman, I. & Tran, Q., 2017, Proceedings of the Linguistic and Cognitive Approaches To Dialog Agents Workshop co-located with the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, Australia, August 21, 2017. Rzepka, R., Vallverdu, J. & Wlodarczyk, A. (eds.). Aachen Germany: Rheinisch-Westfaelische Technische Hochschule Aachen, p. 20-27 8 p. (CEUR Workshop Proceedings; vol. 1926). (CEUR Workshop Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
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2016

A corpus of tables in full-text biomedical research publications

Shmanina, T., Zukerman, I., Cheam, A. L., Bochynek, T. & Cavedon, L., 2016, Fifth Workshop on Building and Evaluating Resources for Biomedical Text Mining (BioTxtM 2016): Proceedings of the Workshop, December 11-16 2016, Osaka, Japan. Ananiadou, S., Batista-Navarro, R., Cohen, K. B., Demner-Fushman, D. & Thompson, P. (eds.). p. 81-90 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Open Access
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Eliciting users' attitudes toward smart devices

Zhan, K., Zukerman, I., Moshtaghi, M. & Rees, G., 13 Jul 2016, Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization (UMAP 2016): July 13-17, 2016, Halifax, Nova Scotia, Canada. Aroyo, L. & D’Mello, S. (eds.). New York, New York: Association for Computing Machinery (ACM), p. 175-184 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Inter-document contextual language model

Tran, Q. H., Zukerman, I. & Haffari, G., 2016, The 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2016): Proceedings of the Conference, June 12-17, 2016, San Diego, California, USA. Nenkova, A. & Rambow, O. (eds.). Stroudsburg, PA: Association for Computational Linguistics, p. 762-766 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Which smart devices do you like? Factors that affect device acceptability

Zhan, K. & Zukerman, I., 2016, Fifth International Workshop on Human-Agent Interaction Design and Models (HAIDM 2016): co-located with IJCAI 2016, Monday, July 11, 2016. Ramchurn, S. D., Rosenfeld, A., Gal, K. & Kamar, E. (eds.). 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

2015

A utility model for tailoring sensor networks to users

Moshtaghi, M. & Zukerman, I., 2015, User Modeling, Adaptation and Personalization: 23rd International Conference (UMAP 2015), Proceedings. Ricci, F., Bontcheva, K., Conlan, O. & Lawless, S. (eds.). Cham Switzerland: Springer, Vol. 9146. p. 156 - 168 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Context-dependent error correction of spoken referring expressions

Zukerman, I., Partovi, A. & Kim, S. N., 2015, Interspeech 2015: Speech Beyond Speech. Moller, S., Ney, H., Mobius, B., Noth, E. & Steidl, S. (eds.). Baixas France: International Speech Communication Association (ISCA), p. 2032 - 2036 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Evaluating classification power of linked admission data sources with text mining

Kocbek, S., Cavedon, L., Martinez, D., Bain, C. A., Mac Manus, C., Haffari, G., Zukerman, I. & Verspoor, K., 2015, Proceedings of the Scientific Stream at Big Data in Health Analytics 2015 (BigData 2015). Barbuto, K., Schaper, L. & Verspoor, K. (eds.). Aachen Germany: Ruzica Piskac, Vol. 1468. p. 1 - 7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2014

A comparative study of weighting schemes for the interpretation of spoken referring expressions

Kim, S. N., Zukerman, I., Kleinbauer, T. & Moshtaghi, M., 2014, Australasian Language Technology Association Workshop 2014 - Proceedings of the Workshop (ALTA). Ferraro, G. & Wan, S. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 50 - 58 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Challenges in information extraction from tables in biomedical research publications: A dataset analysis

Shmanina, T., Cavedon, L. & Zukerman, I., 2014, Australasian Language Technology Association Workshop 2014 - Proceedings of the Workshop (ALTA). Ferraro, G. & Wan, S. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 118 - 122 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Modeling the tail of a hyperexponential distribution to detect abnormal periods of inactivity in older adults

Moshtaghi, M. & Zukerman, I., 2014, PRICAI 2014: Trends in Artificial Intelligence - 13th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Pham, D-N. & Park, S-B. (eds.). Cham Switzerland: Springer, p. 985 - 997 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
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2013

A noisy channel approach to error correction in spoken referring expressions

Kim, S. N., Zukerman, I., Kleinbauer, T. & Hosseini Zavareh, S. F., 2013, Sixth International Joint Conference on Natural Language Processing (ICNLP 2013), Proceedings of the Main Conference. Mitkov, R. & Park, J. C. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 234 - 242 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Error detection in automatic speech recognition

Hosseini Zavareh, S. F., Zukerman, I., Kim, S. N. & Kleinbauer, T., 2013, Australasian Language Technology Association Workshop 2013 - Proceedings of the Workshop (ALTA). Karimi, S. & Verspoor, K. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 101 - 105 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Evaluation of the Scusi? Spoken language interpretation system - A case study

Kleinbauer, T., Zukerman, I. & Kim, S. N., 2013, Sixth International Joint Conference on Natural Language Processing (ICNLP 2013), Proceedings of the Main Conference. Mitkov, R. & Park, J. C. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 225 - 233 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Impact of corpus diversity and complexity on NER performance

Shmanina, T., Zukerman, I., Yepes, A. J., Cavedon, L. & Verspoor, K., 2013, Australasian Language Technology Association Workshop 2013 - Proceedings of the Workshop (ALTA). Karimi, S. & Verspoor, K. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 91 - 95 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Monitoring personal safety by unobtrusively detecting unusual periods of inactivity

Moshtaghi, M., Zukerman, I., Albrecht, D. W. & Russell, R. A., 2013, User Modeling, Adaptation and Personalization: 21st International Conference (UMAP 2013), Proceedings. Carberry, S., Weibelzahl, S., Micarelli, A. & Semeraro, G. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 139 - 151 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Towards detecting inactivity using an in-home monitoring system

Moshtaghi, M., Zukerman, I., Russell, R. A. & Albrecht, D. W., 2013, Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA). Cai, W., Zhang, C., He, M. & Zhu, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 935 - 940 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2012

Authorship attribution with author-aware topic models

Seroussi, Y., Bohnert, F. & Zukerman, I., 2012, 50th Annual Meeting of the Association for Computational Linguistics: Proceedings of the Conference, Volume 2: Short Papers. Lin, C-Y. & Osborne, M. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 264 - 269 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

Experimental evaluation of lexicon- and corpus-based ensemble for multi-way sentiment analysis

Cao, M. D. & Zukerman, I., 2012, Proceedings of the Australasian Language Technology Association Workshop 2012. Cook, P. & Nowson, S. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 52 - 60 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

GECKOmmender: Personalised theme and tour recommendations for museums

Bohnert, F., Zukerman, I. & Laures, J., 2012, User Modeling, Adaptation, and Personalization: 20th International Conference, Proceedings. Masthoff, J., Mobasher, B., Desmarais, M. C. & Nkambou, R. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 7379. p. 26 - 37 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Realistic simulation of museum visitors' movements as a tool for assessing sensor-based user models

Bohnert, F., Zukerman, I. & Albrecht, D. W., 2012, User Modeling, Adaptation, and Personalization: 20th International Conference, Proceedings. Masthoff, J., Mobasher, B., Desmarais, M. C. & Nkambou, R. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 14 - 25 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Studies to determine user requirements regarding in-home monitoring systems

Larizza, M., Zukerman, I., Bohnert, F., Russell, R. A., Busija, L., Albrecht, D. W. & Rees, G., 2012, User Modeling, Adaptation, and Personalization: 20th International Conference, Proceedings. Masthoff, J., Mobasher, B., Desmarais, M. C. & Nkambou, R. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 7379. p. 139-150 12 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2011

Authorship attribution with Latent Dirichlet Allocation

Seroussi, Y., Zukerman, I. & Bohnert, F., 2011, Proceedings of the Fifteenth Conference on Computational Natural Language Learning. Goldwater, S. & Manning, C. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 181 - 189 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

In situ text summarisation for museum visitors

Baldwin, T., Ye, P., Bohnert, F. & Zukerman, I., 2011, Proceedings of the 25th Pacific Asia Conference on Language, Information and Computation. Gao, H. H. & Dong, M. (eds.). Tokyo Japan: Waseda University Press, p. 372 - 381 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Modelling and predicting movements of museum visitors: A simulation framework for assessing the impact of sensor noise on model performance

Bohnert, F., Zukerman, I., Albrecht, D. W. & Baldwin, T., 2011, Proceedings of the 9th Workshop on Intelligent Techniques for Web Personalization & Recommender Systems. Anand, S. S., Jannach, D., Mobasher, B. & Kobsa, A. (eds.). Aachen Germany: CEUR-WS, Vol. 756. p. 49 - 56 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Personalised rating prediction for new users using latent factor models

Seroussi, Y., Bohnert, F. & Zukerman, I., 2011, Proceedings of the 22nd ACM Conference on Hypertext and Hypermedia. De Bra, P. & Gronbaek, K. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 47 - 56 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Speaking and pointing - from simulations to the laboratory

Zukerman, I., Mani, A. P., Li, Z. & Jarvis, R. A., 2011, The 7th IJCAI Workshop on Knowledge and Reasoning in Practical Dialogue Systems: Proceedings. Alexandersson, J., Jonssen, A., Traum, D. & Zukerman, I. (eds.). Palo Alto CA USA: AAAI Press, p. 64 - 70 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2010

A hierarchical classifier applied to multi-way sentiment detection

Bickerstaffe, A. C. & Zukerman, I., 2010, Proceedings of the 23rd International Conference on Computational Linguistics. Lu, Q. & Zhao, T. (eds.). Beijing China: Tsinghua University Press, Vol. 2. p. 62 - 70 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

A user-and item-aware weighting scheme for combining predictive user models

Bohnert, F. & Zukerman, I., 2010, Proceedings of the 18th International Conference on User Modeling, Adaptation, and Personalization. De Bra, P., Kobsa, A. & Chin, D. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 6075. p. 99 - 110 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Collaborative inference of sentiments from texts

Seroussi, Y., Zukerman, I. & Bohnert, F., 2010, Proceedings of the 18th International Conference on User Modeling, Adaptation, and Personalization. De Bra, P., Kobsa, A. & Chin, D. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 6075. p. 195 - 206 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Influence of gestural salience on the interpretation of spoken requests

Kowadlo, G., Ye, P. J. & Zukerman, I., 2010, Proceedings of the 11th Annual Conference of the International Speech Communication Association. Kobayashi, T., Hirose, K. & Nakamura, S. (eds.). Adelaide SA Australia: Causal Productions, p. 2034 - 2037 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Interpreting pointing gestures and spoken requests - A probabilistic, salience-based approach

Zukerman, I., Kowadlo, G. & Ye, P. J., 2010, Proceedings of the 23rd International Conference on Computational Linguistics: Posters Volume. Lu, Q. & Zhao, T. (eds.). Beijing China: Tsinghua University Press, p. 1558 - 1566 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Personalised pathway prediction

Bohnert, F. & Zukerman, I., 2010, Proceedings of the 18th International Conference on User Modeling, Adaptation, and Personalization. De Bra, P., Kobsa, A. & Chin, D. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 6075. p. 363 - 368 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2009

Assessing the impact of measurement uncertainty on user models in spatial domains

Schmidt, D. F., Zukerman, I. & Albrecht, D. W., 2009, Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization (UMAP 2009). Houben, G-J., McCalla, G., Pianesi, F. & Zancanaro, M. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5535. p. 210 - 222 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Interpreting two-utterance requests in a spoken dialogue system

Zukerman, I., Makalic, E. & Niemann, M. M., 2009, Proceedings of the 6th IJCAI Workshop on Knowledge and Reasoning in Practical Dialogue Systems. Jonsson, A., Alexandersson, J., Traum, D. & Zukerman, I. (eds.). Pasadena CA USA: AAAI Press, p. 19 - 27 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Non-intrusive personalisation of the museum experience

Bohnert, F. & Zukerman, I., 2009, Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization (UMAP 2009). Houben, G-J., McCalla, G., Pianesi, F. & Zancanaro, M. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5535. p. 197 - 209 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Spatial processes for recommender systems

Bohnert, F., Schmidt, D. F. & Zukerman, I., 2009, Proceedings of the Twenty-First International Joint Conference on Artificial Intelligence (IJCAI 2009). Boutilier, C. (ed.). Menlo Park CA USA: AAAI Press, Vol. 3. p. 2022 - 2027 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Towards interpreting task-oriented utterance sequences

Ye, P. J. & Zukerman, I., 2009, Proceedings of the 22nd Australasian Joint Conference AI 2009: Advances in Artificial Intelligence. Nicholson, A. & Li, X. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5866. p. 607 - 616 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Towards the interpretation of utterance sequences in a dialogue system

Zukerman, I., Ye, P. J., Gupta, K. K. & Makalic, E., 2009, Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of Special Interest Group on Discourse and Dialogue. Healey, P., Pieraccini, R., Byron, D., Young, S. & Purver, M. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 46 - 53 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Using Gaussian spatial processes to model and predict interests in museum exhibits

Bohnert, F., Zukerman, I. & Schmidt, D. F., 2009, Proceedings of the 7th International Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2009). Anand, S. S., Mobasher, B., Kobsa, A. & Jannach, D. (eds.). Aachen Germany: RWTH Aachen University, Vol. 528. p. 13 - 19 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Using keyword-based approaches to adaptively predict interest in museum exhibits

Bohnert, F. & Zukerman, I., 2009, Proceedings of the 22nd Australasian Joint Conference AI 2009: Advances in Artificial Intelligence. Nicholson, A. & Li, X. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5866. p. 656 - 665 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2008

A probabilistic approach to the interpretation of spoken utterances

Zukerman, I., Makalic, E., Niemann, M. M. & George, S. L., 2008, Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence (PRICAI 2008). Ho, T-B. & Zhou, Z-H. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5351. p. 581 - 592 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

A probabilistic model for understanding composite spoken descriptions

Makalic, E., Zukerman, I., Niemann, M. M. & Schmidt, D. F., 2008, Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence (PRICAI 2008). Ho, T-B. & Zhou, Z-H. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5351. p. 750 - 759 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review