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. (2020) Comparing “parallel passages” in digital archives. Journal of Documentation 76 (1), pp. 271-289. ISSN 0022-0418.

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) How can school leaders establish evidence-informed schools. Educational Management Administration & Leadership 45 (3), pp. 382-401. ISSN 1741-1432.

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 Brown, C. (2017) Predictive modelling of evidence informed teaching. Archives of Data Science Series A 2 (1), ISSN 2363-9881.

Brown, C. and Zhang, Dell (2016) Is engaging in evidence-informed practice in education rational? What accounts for discrepancies in teachers' attitudes towards evidence use and actual instances of evidence use in schools? British Educational Research Journal 42 (5), pp. 780-801. ISSN 0141-1926.

Brown, C. and Zhang, Dell (2016) Un-rational behaviour? What causes discrepancies between teachers' attitudes towards evidence use and actual instances of evidence used in schools. Journal of Educational Administration 54 (4), pp. 469-491. ISSN 0957-8234.

Zhang, Dell and Sun Lee, W. (2009) Query-by-multiple-examples using support vector machines. Journal of Digital Information Management 7 (4), pp. 202-210. ISSN 0972-7272.

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.

Wang, Jun and Yu, Lantao and Zhang, Weinan and Gong, Yu and Xu, Yinghui and Wang, Benyou and Zhang, Peng and Zhang, Dell (2017) IRGAN: a minimax game for unifying generative and discriminative information retrieval models. In: UNSPECIFIED (ed.) Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, U.S.: ACM, pp. 515-524. ISBN 9781450350228.

Volzhanin, Igor and Hahn, Ulrike and Zhang, Dell and Hartmann, S. (2017) Rank aggregation and belief revision dynamics. In: UNSPECIFIED (ed.) Proceedings of the 39th Annual Meeting of the Cognitive Science Society. Cognitive Science Society, pp. 3454-3459. ISBN 9780991196760.

Ji, W. and Wang, X. and Zhang, Dell (2016) A probabilistic multi-touch attribution model for online advertising. In: UNSPECIFIED (ed.) Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM). New York, U.S.: Association for Computing Machinery, pp. 1373-1382. ISBN 9781450340731.

Zhang, Dell and Wang, Jun and Yilmaz, Emine and Wang, Xiaoling and Yuxin, Zhou (2016) Bayesian performance comparison of text classifiers. In: UNSPECIFIED (ed.) Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR). New York, U.S.: Association for Computing Machinery, pp. 15-24. ISBN 9781450340694.

Chen, Long and Jose, Joemon and Yu, Haitao and Yuan, Fajie and Zhang, Dell (2016) A semantic graph based topic model for question retrieval in community question answering. In: UNSPECIFIED (ed.) Proceedings of the Ninth ACM International Conference on Web Search and Data Mining. New York, U.S.: ACM, pp. 287-296. ISBN 9781450337168.

Zhang, Dell and Wang, J. and Zhao, X. and Wang, X. (2015) A Bayesian hierarchical model for comparing average F1 scores. In: UNSPECIFIED (ed.) 2015 IEEE International Conference on Data Mining (ICDM). IEEE Computer Society, pp. 589-598. ISBN 9781467395038.

Zhang, Dell and Wang, J. and Zhao, X. (2015) Estimating the uncertainty of average F1 scores. In: UNSPECIFIED (ed.) ICTIR '15: Proceedings of the 2015 International Conference on The Theory of Information Retrieval. New York, U.S.: ACM, pp. 317-320. ISBN 9781450338332.

Kingrani, S.K. and Levene, Mark and Zhang, Dell (2015) Diversity analysis of web search results. In: UNSPECIFIED (ed.) Proceedings of the ACM Web Science Conference on ZZZ - WebSci '15. New York, U.S.: Association for Computing Machinery. ISBN 9781450336727.

Sha, C. and Wang, K. and Zhang, Dell and Wang, X. and Zhou, A. (2014) Optimizing Top-k retrieval: submodularity analysis and search strategies. In: Li, F. and Li, G. and Hwang, S.-w. and Yao, B. and Zhang, Z. (eds.) Web-Age Information Management. Lecture Notes In Computer Science 8485. New York, U.S.: Springer, pp. 18-29. ISBN 9783319080093.

Raman, Natraj and Maybank, Stephen J. and Zhang, Dell (2013) Action classification using a discriminative non-parametric hidden Markov model. In: Vuksanovic, B. and Zhou, J. and Verikas, A. (eds.) Sixth International Conference on Machine Vision (ICMV 2013). SPIE Proceedings 9067. International Society for Optics and Photonics. ISBN 9780819499967.

Zhang, Dell and Prior, K. and Levene, Mark and Mao, R. and Liere, D. (2012) Leave or stay: the departure dynamics of Wikipedia editors. In: Zhou, S. and Zhang, S. and Karypis, G. (eds.) Advanced Data Mining and Applications. Lecture Notes In Computer Science 7713. Berlin, Germany: Springer, pp. 1-14. ISBN 9783642355264.

Zuccon, G. and Azzopardi, L. and Zhang, Dell and Wang, J. (2012) Top-k retrieval using facility location analysis. In: Baeza-Yates, R.A. and de Vries, A.P. and Zaragoza, H. and Cambazoglu, B.B. and Murdock, V. and Lempel, R. and Silvestri, F. (eds.) Advances in Information Retrieval. Lecture Notes In Computer Science 7224. Berlin, Germany: Springer, pp. 305-316. ISBN 9783642289965.

Long, C. and Zhang, Dell and Levene, Mark (2012) Understanding user intent in community question answering. In: Mille, A. and Gandon, F.L. and Misselis, J. and Rabinovich, M. and Staab, S. (eds.) Proceedings of the 21st international conference companion on World Wide Web - WWW '12 Companion. New York, U.S.: ACM Press, pp. 823-828. ISBN 9781450312301.

Zhang, Dell and Mao, R. and Li, H. and Mao, J. (2011) How to count thumb-ups and thumb-downs: user-rating based ranking of items from an axiomatic perspective. In: Amati, G. and Crestani, F. (eds.) Advances in Information Retrieval Theory. Lecture Notes In Computer Science 6931. Berlin, Germany: Springer, pp. 238-249. ISBN 9783642233173.

Zhang, Dell and Mao, R. and Li, H. and Mao, J. (2011) How to count thumb-ups and thumb-downs? In: Ma, W.-Y. and Nie, J.-Y. and Baeza-Yates, R.A. and Chua, T.-S. and Croft, W.B. (eds.) Proceedings of the 34th international ACM SIGIR conference on Research and development in Information - SIGIR '11. New York, U.S.: ACM Press, pp. 1223-1224. ISBN 9781450307574.

Castells, P. and Wang, J. and Lara, R. and Zhang, Dell (2011) Workshop on novelty and diversity in recommender systems - DiveRS 2011. In: Mobasher, B. and Burke, R.D. and Jannach, D. and Adomavicius, G. (eds.) Proceedings of the fifth ACM conference on Recommender systems - RecSys '11. New York, U.S.: ACM Press, pp. 393-394. ISBN 9781450306836.

Zhang, Dell and Wang, J. and Cai, D. and Lu, J. (2010) Laplacian co-hashing of terms and documents. In: Gurrin, C. and He, Y. and Kazai, G. and Kruschwitz, U. and Little, S. and Roelleke, T. and Ruger, S.M. and van Rijsbergen, K. (eds.) Advances in Information Retrieval. Lecture Notes In Computer Science 5993. Berlin, Germany: Springer, pp. 577-580. ISBN 9783642122743.

Zhang, Dell and Wang, J. and Cai, D. and Lu, J. (2010) Self-taught hashing for fast similarity search. In: Crestani, F. and Marchand-Maillet, S. and Chen, H.-H. and Efthimiadis, E.N. and Savoy, J. (eds.) Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '10. New York, U.S.: ACM Press, pp. 18-25. ISBN 9781450301534.

Zhang, Dell and Lu, J. (2009) Batch-mode computational advertising based on modern portfolio theory. In: Azzopardi, L. and Kazai, G. and Robertson, S.E. and Ruger, S.M. and Shokouhi, M. and Song, D. and Yilmaz, E. (eds.) Advances in Information Retrieval Theory. Lecture Notes In Computer Science 386 5766. Berlin, Germany: Springer, pp. 380-383. ISBN 9783642044168.

Wang, J. and Zhou, S. and Zhang, Dell (2009) Bridging the gap. In: Cheung, D.W.-L. and Song, I.-Y. and Chu, W.W. and Hu, X. and Lin, J.J. (eds.) Proceeding of the 18th ACM conference on Information and knowledge management - CIKM '09. New York, U.S.: ACM Press, pp. 2113-2114. ISBN 9781605585123.

Zhang, Dell and Lu, J. and Mao, R. and Nie, J.-Y. (2009) Time-sensitive language modelling for online term recurrence prediction. In: Azzopardi, L. and Kazai, G. and Robertson, S.E. and Ruger, S.M. and Shokouhi, M. and Song, D. and Yilmaz, E. (eds.) Advances in Information Retrieval Theory. Lecture Notes In Computer Science 5766. Berlin, Germany: Springer, pp. 128-138. ISBN 9783642044168.

Zhang, Dell and Lu, J. (2009) What queries are likely to recur in web search? In: Allan, J. and Aslam, J.A. and Sanderson, M. and Zhai, C. and Zobel, J. (eds.) Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '09. New York, U.S.: ACM Press, pp. 827-828. ISBN 9781605584836.

Zhang, Dell and Mao, R. and Li, W. (2009) The recurrence dynamics of social tagging. In: Quemada, J. and Leon, G. and Maarek, Y.S. and Nejdl, W. (eds.) Proceedings of the 18th International Conference on World wide web - WWW '09. New York, U.S.: ACM Press, pp. 1205-1206. ISBN 9781605584874.

Zhang, Dell and Mao, R. (2008) Classifying networked entities with modularity kernels. In: Shanahan, J.G. and Amer-Yahia, S. and Manolescu, I. and Zhang, Y. and Evans, D.A. and Kolcz, A. and Choi, K.-S. and Chowdhury, A. (eds.) Proceeding of the 17th ACM conference on Information and knowledge mining - CIKM '08. New York, U.S.: ACM Press, pp. 113-122. ISBN 9781595939913.

Zhang, Dell and Mao, R. (2008) Extracting community structure features for hypertext classification. In: Pichappan, P. and Abraham, A. (eds.) 2008 Third International Conference on Digital Information Management. Piscataway, U.S.: IEEE, pp. 436-441. ISBN 9781424429165.

Zhang, Dell and Lee, W.S. (2008) Learning classifiers without negative examples: a reduction approach. In: Pichappan, P. and Abraham, A. (eds.) 2008 Third International Conference on Digital Information Management. Piscataway, U.S.: IEEE, pp. 638-643. ISBN 9781424429172.

Zhang, Dell and Lee, W.S. (2008) Learning with support vector machines for query-by-multiple-examples. In: Oard, D.W. and Sebastiani, F. and Chua, T.-S. and Leong, M.-K. (eds.) Proceedings of the 31st Annual International ACM SIGIR conference on Research and Development in information Retrieval - SIGIR '08. ACM conference proceedings series 906. New York, U.S.: ACM Press, pp. 835-836. ISBN 9781605581644.

Zhang, Dell and Zhu, Zheng (2008) A fast approximate algorithm for large-scale Latent semantic indexing. In: Pichappan, P. and Abraham, A. (eds.) 2008 Third International Conference on Digital Information Management. Piscataway, U.S.: IEEE, pp. 626-631. ISBN 9781424429165.

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.

Zhang, Dell and Mao, R. (2008) A new kernel for classification of networked entities. In: 6th International Workshop on Mining and Learning with Graphs, 4-5 July 2008, Helsinki, Finland. (Unpublished)

Book

Wang, J. and Zhou, S. and Zhang, Dell, eds. (2009) Proceedings of the 1st ACM international workshop on complex networks meet information & knowledge management. New York, U.S.: ACM Press. ISBN 9781605588070.