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Article

Chen, Y. and Zhang, H. and Tian, Z. and Wang, J. and Zhang, Dell and Li, Xuelong (2022) Enhanced Discrete Multi-modal Hashing: more constraints yet less time to learn. IEEE Transactions on Knowledge and Data Engineering (TKDE) 34 (3), pp. 1177-1190. ISSN 1041-4347.

Tian, Z. and Zhang, H. and Chen, Y. and Zhang, Dell (2020) Unsupervised Hashing based on the Recovery of Subspace Structures. Pattern Recognition 103 , p. 107261. ISSN 0031-3203.

Chen, Y. and Tian, Z. and Zhang, H. and Wang, J. and Zhang, Dell (2020) Strongly Constrained Discrete Hashing. IEEE Transactions on Image Processing 29 , pp. 3596-3611. ISSN 1057-7149.

Harris, Martyn and Levene, Mark and Zhang, Dell and Levene, D. (2018) Finding parallel passages in cultural heritage archives. ACM Journal on Computing and Cultural Heritage 11 (3), ISSN 1556-4673.

Zhang, Dell and Yuan, J. and Wang, X. and Foster, Adam (2018) Probabilistic verb selection for data-to-text generation. Transactions of the Association for Computational Linguistics 6 , pp. 511-527. ISSN 2307-387X.

Mudinas, Andrius and Zhang, Dell and Levene, Mark (2018) Bootstrap domain-specific sentiment classifiers from unlabeled corpora. Transactions of the Association for Computational Linguistics 6 , pp. 269-285. ISSN 2307-387X.

Kingrani, Suneel Kumar and Levene, Mark and Zhang, Dell (2018) Estimating the number of clusters using diversity. Artificial Intelligence Research 7 (1), pp. 15-22. ISSN 1927-6974.

Brown, C. and Zhang, Dell (2017) Accounting for discrepancies in teachers’ attitudes towards evidence use and actual instances of evidence use in schools. Cambridge Journal of Education 47 (2), pp. 277-295. ISSN 0305-764x.

Zhang, Dell and Lee, W.S. (2004) Learning to integrate web taxonomies. Journal of Web Semantics 2 (2), pp. 131-151. ISSN 1570-8268.

Zhang, Dell and Dong, Y. (2002) A novel web usage mining approach for search engines. Computer Networks 39 (3), pp. 303-310. ISSN 1389-1286.

Zhang, Dell and Dong, Y. (2000) An efficient algorithm to rank web resources. Computer Networks 33 (1-6), pp. 449-455. ISSN 1389-1286.

Book Section

Yuan, J. and Ji, W. and Zhang, Dell and Pan, J. and Wang, X. (2022) Micro-behavior encoding for session-based recommendation. In: UNSPECIFIED (ed.) Proceedings of the 38th IEEE International Conference on Data Engineering (ICDE). IEEE. (In Press)

Chen, Y. and Hou, Y. and Leng, S. and Zhang, Q. and Lin, Z. and Zhang, Dell (2021) Long-tail hashing. In: UNSPECIFIED (ed.) Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, pp. 1328-1338. ISBN 9781450380379. (In Press)

Liu, R. and Peng, H. and Chen, Y. and Zhang, Dell (2020) HyperNews: simultaneous news recommendation and active-time prediction via a double-task deep neural network. In: Bessiere, C. (ed.) Proceedings of the 29th International Joint Conference on Artificial Intelligence. ijcai.org, pp. 3487-3493.

Zou, S. and Tao, G. and Wang, J. and Zhang, W. and Zhang, Dell (2018) On the equilibrium of query reformulation and document retrieval. In: UNSPECIFIED (ed.) Proceedings of the 4th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR). ACM, pp. 43-50. ISBN 9781450344906.

Kingrani, Suneel Kumar and Levene, Mark and Zhang, Dell (2018) A meta-evaluation of evaluation methods for diversified search. In: Pasi, G. and Piwowarski, B. and Azzopardi, L. and Hanbury, A. (eds.) Advances in Information Retrieval. ECIR 2018. Lecture Notes in Computer Science 10772. Springer, pp. 550-555. ISBN 9783319769400.

Zhang, Dell and Lee, W.S. (2006) Extracting key-substring-group features for text classification. In: Eliassi-Rad, T. and Ungar, L.H. and Craven, M. and Gunopulos, D. (eds.) Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, pp. 474-483. ISBN 978159593-3393.

Zhang, Dell and Lee, W.S. (2006) Learning to separate text content and style for classification. In: Ng, H.T. and Leong, M.-K. and Kan, M.-Y. and Ji, D.-H. (eds.) AIRS 2006: Information Retrieval Technology, Third Asia Information Retrieval Symposium. Lecture Notes in Computer Science 4182. Springer, pp. 79-91. ISBN 9783540457800.

Zhang, Dell and Chen, X. and Lee, W.S. (2005) Text classification with kernels on the multinomial manifold. In: Baeza-Yates, R.A. and Ziviani, N. and Marchionini, G. and Moffat, A. and Tait, J. (eds.) SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM, pp. 266-273. ISBN 9781595930347.

Zhang, Dell and Lee, W.S. (2004) Experience of using SVM for the triage task in TREC 2004 genomics track. In: Voorhees, E.M. and Buckland, L.P. (eds.) TREC 2004: Proceedings of the Thirteenth Text REtrieval Conference. NIST Special Publication 500. The National Institute of Standards and Technology.

Zhang, Dell and Dong, Y. (2004) Semantic, hierarchical, online clustering of web search results. In: Yu, J.X. and Lin, X. and Lu, H. and Zhang, Y. (eds.) APWeb 2004: Advanced Web Technologies and Applications. Lecture Notes in Computer Science 3007. Springer, pp. 69-78. ISBN 9783540213710.

Zhang, Dell (2004) Web based question answering with aggregation strategy. In: Yu, J.X. and Lin, X. and Lu, H. and Zhang, Y. (eds.) APWeb 2004: Advanced Web Technologies and Applications. Lecture Notes in Computer Science 3007. Springer, pp. 353-362. ISBN 9783540213710.

Zhang, Dell and Lee, W.S. (2004) Web taxonomy integration through co-bootstrapping. In: Sanderson, M. and Jarvelin, K. and Allan, J. and Bruza, P. (eds.) SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM, pp. 410-417. ISBN 9781581138818.

Zhang, Dell and Wang, X. and Dong, Y. (2004) Web taxonomy integration using spectral graph transducer. In: Atzeni, P. and Chu, W.W. and Lu, H. and Zhou, S. and Ling, T.W. (eds.) ER 2004: Conceptual Modelling. Lecture Notes in Computer Science 3288. Springer, pp. 300-312. ISBN 9783540237235.

Zhang, Dell and Lee, W.S. (2004) Web taxonomy integration using support vector machines. In: Feldman, S.I. and Uretsky, M. and Najork, M and Wills, C.E. (eds.) WWW 2004: Proceedings of the 13th international conference on World Wide Web. ACM, pp. 472-481. ISBN 9781581138443.

Zhang, Dell and Lee, W.S. (2003) Question classification using support vector machines. In: Clarke, C.L.A. and Cormack, G.V. and Callan, J. and Hawking, D. and Smeaton, A.F. (eds.) SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM, pp. 26-32. ISBN 9781581136463.

Zhang, Dell and Lee, W.S. (2003) A language modeling approach to passage question answering. In: Voorhees, E.M. and Buckland, L.P. (eds.) TREC 2003: Proceedings of The Twelfth Text REtrieval Conference. National Institute of Standards and Technology, pp. 489-495.

Zhang, Dell and Lee, W.S. (2002) Web based pattern mining and matching approach to question answering. In: Voorhees, E.M. and Buckland, L.P. (eds.) TREC 2002: Proceedings of The Eleventh Text REtrieval Conference. NIST Special Publication 500. National Institute of Standards and Technology.

Zhang, Dell and Dong, Y. (1999) A data model and algebra for the web. In: UNSPECIFIED (ed.) 10th International Workshop on Database & Expert Systems Applications. IEEE Computer Society, pp. 711-714. ISBN 9780769502814.

Zhang, Dell and Dong, Y. (1999) An object oriented data model for web and its algebra. In: UNSPECIFIED (ed.) TOOLS 1999: 31st International Conference on Technology of Object-Oriented Languages and Systems. IEEE Computer Society, pp. 83-88. ISBN 9780769503934.

Conference or Workshop Item

Mudinas, Andrius and Zhang, Dell and Levene, Mark (2018) Market trend prediction using sentiment analysis: lessons learned and paths forward. In: Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM'18), 10 Aug 2018, London, UK.