By Dr John Shepherd

Books

Shen J; Shepherd J; Cui B; Liu L, 2007, Intelligent Music Information Systems: Tools and Methodologies, http://dx.doi.org/10.4018/978-1-59904-663-1

Book Chapters

Ngu AHH; Shen J; Shepherd J, 2005, 'Toward semantically meaningful feature spaces for efficient indexing in large image databases', in Managing Multimedia Semantics, pp. 1 - 29, http://dx.doi.org/10.4018/978-1-59140-569-6.ch001

Ramamohanarao K; Shepherd J; Sacks-Davis R, 1993, 'Partial-match Retrieval using Multiple-key Hashing with Multiple File Copies', in Database Systems for Next-Generation Applications, WORLD SCIENTIFIC, pp. 250 - 275, http://dx.doi.org/10.1142/9789814503686_0027

Journal articles

Rastan R; Paik HY; Shepherd J, 2019, 'TEXUS: A unified framework for extracting and understanding tables in PDF documents', Information Processing and Management, 56, pp. 895 - 918, http://dx.doi.org/10.1016/j.ipm.2019.01.008

Wu L; Huang X; Shepherd J; Wang Y, 2014, 'Multi-query augmentation-based web landmark photo retrieval', Computer Journal, 58, pp. 2120 - 2134, http://dx.doi.org/10.1093/comjnl/bxv033

Wu L; Huang X; Zhang C; Shepherd J; Wang Y, 2014, 'An efficient framework of Bregman divergence optimization for co-ranking images and tags in a heterogeneous network', Multimedia Tools and Applications, pp. 1 - 26, http://dx.doi.org/10.1007/s11042-014-1873-x

Wu L; Wang Y; Shepherd J, 2013, 'Co-ranking Images and Tags via Random Walks on a Heterogeneous Graph', , pp. 228 - 238

Wu L; Wang Y; Shepherd J; Zhao X, 2013, 'Max-sum diversification on image ranking with non-uniform matroid constraints', Neurocomputing, 118, pp. 10 - 20

Russell C; Shepherd JA, 2010, 'Online Role Play Environments for Higher Education', British Journal of Educational Technology, 41, pp. 992 - 1002, http://dx.doi.org/10.1111/j.1467-8535.2009.01048.x

Shen J; Shepherd JA; Cui B; Tan K, 2009, 'A Novel Framework for Efficient Automated Singer Identification in Large Music Databases', ACM Transactions on Information Systems, 27, http://dx.doi.org/10.1145/1508850.1508856

Mahdavi M; Shepherd J; Benatallah B, 2007, 'Regulation mechanism for caching in portal applications', ICSOFT 2007 - 2nd International Conference on Software and Data Technologies, Proceedings, PL, pp. 152 - 157

Carbone A; de Raadt M; Kay J; Lister R; Litchfield A; Raban R; Roe P; Santamaria D; Sheard J; Shepherd J; Solomon A; Thomas R, 2007, 'The carrick vision and computing education: Four case studies in multi-institutional collaboration', Conferences in Research and Practice in Information Technology Series, 66, pp. 3 - 8

Shen J; Shepherd JA; Ngu AH, 2007, 'An Empirical Study of Query Effectiveness Improvement via Multiple Visual Feature Integration', International Journal of Image and Graphics, 7, pp. 551 - 581

Shen J; Shepherd J; Ngu AHH, 2006, 'Towards effective content-based music retrieval with multiple acoustic feature combination', IEEE Transactions on Multimedia, 8, pp. 1179 - 1189, http://dx.doi.org/10.1109/TMM.2006.884618

Ngu A; Harangsri B; Shepherd JA, 2004, 'Query size estimation for joins using systematic sampling', Distributed and Parallel Databases, 15, pp. 237 - 275

Ong SS; Shepherd J, 2003, 'Experiences in developing and running WebCMS', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2783, pp. 55 - 68, http://dx.doi.org/10.1007/978-3-540-45200-3_7

Nabil M; Ngu AHH; Shepherd J, 2001, 'Modeling and retrieval of moving objects', Multimedia Tools and Applications, 13, pp. 35 - 71, http://dx.doi.org/10.1023/A:1009677223697

Kurniawati R; Jin JS; Shepherd JA, 1998, 'Efficient nearest-neighbour searches using weighted Euclidean metrics', Lecture Notes in Computer Science: Advances in Databases, 1405, pp. 64 - 76

Vincent A; Shepherd JA, 1998, 'Experiences in Teaching Middle East Politics via Internet-based Role-Play Simulations', Journal of Interactive Media in Education, pp. 1 - 27

Kurniawati R; Jin JS; Shepherd JA, 1997, 'Techniques for supporting efficient content-based retrieval in multimedia databases', Journal of Research and Practice in Information Technology, 29, pp. 122 - 130

Kurniawati R; Jin JS; Shepherd JA, 1997, 'Techniques for Supporting Efficient Content-based Retrieval in Multimedia Databases', Australian Computer Journal, pp. 122 - 130

Nabil M; Ngu AH; Sheperd JA, 1996, 'Picture similarity retrieval using 2D projection interval relationships', IEEE Transactions on Knowledge and Data Engineering, pp. 533 - 539

Ramamohanarao K; Shepherd J; Sacks-Davis R, 1990, 'Multi-attribute hashing with multiple file copies for high performance partial-match retrieval', BIT, 30, pp. 404 - 423, http://dx.doi.org/10.1007/BF01931657

Lassez JL; van der Knijff D; Shepherd J; Lassez C, 1981, 'A critical examination of software science', The Journal of Systems and Software, 2, pp. 105 - 112, http://dx.doi.org/10.1016/0164-1212(81)90030-3

Conference Papers

Chi YK; Wong R; Wang H; Shepherd J, 2022, 'Incorporating neighborhood features in RNNs for popularity forecasting for emerging research fields', in Proceedings - 2022 IEEE 9th International Conference on Data Science and Advanced Analytics, DSAA 2022, http://dx.doi.org/10.1109/DSAA54385.2022.10032444

Chi Y; Wong R; Shepherd J, 2022, 'Popularity Forecasting for Emerging Research Topics at Its Early Stage of Evolution', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 290 - 303, http://dx.doi.org/10.1007/978-3-031-22064-7_22

Rastan R; Paik HY; Shepherd J; Ryu SH; Beheshti A, 2018, 'TEXUS: Table extraction system for PDF documents', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 345 - 349, http://dx.doi.org/10.1007/978-3-319-92013-9_30

Rastan R; Paik H; Shepherd J, 2016, 'A PDF Wrapper for Table Processing', in Sablatnig R; Hassan T (ed.), Proceedings of the 2016 ACM Symposium on Document Engineering, DocEng, Association for Computing Machinery (ACM), Vienna, Austria, pp. 115 - 118, presented at Symposium on Document Engineering, Vienna, Austria, 13 September 2016 - 16 September 2016, http://dx.doi.org/10.1145/2960811.2967162

Zhou D; Paik HY; Ryu SH; Shepherd J; Compton P, 2016, 'Building a process description repository with knowledge acquisition', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Phuket, Thailand, pp. 86 - 101, presented at 14th Pacific Rim Knowledge Acquisition Workshop, PKAW 2016, Phuket, Thailand, 22 August 2016 - 23 August 2016, http://dx.doi.org/10.1007/978-3-319-42706-5_7

Rastan R; Paik HY; Shepherd J; Haller A, 2016, 'Automated table understanding using stub patterns', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Dallas, TX, USA, pp. 533 - 548, presented at 21st International Conference, DASFAA 2016, Dallas, TX, USA, 16 April 2016 - 19 April 2016, http://dx.doi.org/10.1007/978-3-319-32025-0_33

Rastan R; Paik H; Shepherd J, 2015, 'TEXUS: A Task-based Approach for Table Extraction and Understanding', in Proceedings of the 2015 ACM Symposium on Document Engineering, ACM, Lausanne, Switzerland, pp. 25 - 34, presented at the 2015 ACM Symposium on Document Engineering, Lausanne, Switzerland, 19 September 2015 - 22 September 2015, http://dx.doi.org/10.1145/2682571.2797069

Wu L; Shepherd J; Huang X; Hu C, 2015, 'Robust user community-aware landmark photo retrieval', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 403 - 414, http://dx.doi.org/10.1007/978-3-319-14442-9_46

Hajimirsadeghi SA; Paik HY; Shepherd J, 2015, 'Social-network-based personal processes', in Lecture Notes in Business Information Processing, pp. 155 - 169, http://dx.doi.org/10.1007/978-3-319-19509-4_12

Hajimirsadeghi SA; Paik H; Shepherd JA, 2013, 'Processbook: Towards Social Network-Based Personal Process Management', in La Rosa M; Soffer P (ed.), Processbook: Towards Social Network-Based Personal Process Management, Springer, Lecture Notes in Business Information Processing, pp. 268 - 279, presented at BPM 2012 International Workshops, Tallinn, Estonia, September 3, 2012. Revised Papers, Estonia, Tallinn, 02 September 2013 - 06 September 2013, http://dx.doi.org/10.1007/978-3-642-36285-9_32

Wu L; Wang Y; Shepherd J; Zhao X, 2013, 'An Optimization Method for Proportionally Diversifying Search Results', in Pei J; Tseng VS; Cao L; Motoda H; Xu G (eds.), Advances in Knowledge Discovery and Data Mining, Springer, Gold Coast, Australia, pp. 390 - 401, presented at 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, 14 April 2013 - 17 April 2013, http://dx.doi.org/10.1007/978-3-642-37453-1_32

Wu L; Wang Y; Shepherd J, 2013, 'Efficient image and tag co-ranking: a bregman divergence optimization method', in Proceedings of the 21st ACM international conference on Multimedia, ACM, pp. 593 - 596, ACM

Harangsi B; Shepherd JA; Nayak A, 2012, 'Query Size Estimation using Machine Learning', in Database Systems for Advanced Applications - 17th International Conference, DASFAA 2012, Proceedings, Springer Verlag, Heidelberg, Germany, presented at 17th International Conference on Database Systems for Advanced Applications, DASFAA 2012, Busan , South Korea, 15 April 2012 - 18 April 2012

Tam WV; Shepherd JA, 2009, 'Information Retrieval in Structured Domains', in Database Technology 2009, Australian Computer Society, Sydney, NSW, Australia, presented at Australian Database Conference 2009 [ADC 2009], Wellington New Zealand, 20 January 2009 - 23 January 2009, http://crpit.com/abstracts/CRPITV92Tam.html

Wills S; Devonshire E; Leigh E; Rosser E; Shepherd J; Vincent A, 2007, 'Encouraging role based online learning environments', in ASCILITE 2007 - The Australasian Society for Computers in Learning in Tertiary Education, pp. 1093 - 1098

Shen J; Shepherd J, 2006, 'Efficient benchmarking of content-based image retrieval via resampling', in Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006, pp. 569 - 578, http://dx.doi.org/10.1145/1180639.1180758

Shen J; Cui B; Shepherd JA; Tan K, 2006, 'Towards efficient automated singer identification in large music databases', in 29th annual international ACM SIGIR conference on research and development in information retrieval, Seattle, Washington, USA, presented at 29th annual international ACM SIGIR conference on research and development in information retrieval, Seattle, Washington, USA, 06 August 2006 - 11 August 2006

Shen J; Shepherd JA; Ngu A, 2006, 'InMAF: Indexing Music Databases via Multiple Accoustic Features', in ACM SIGMOD International Conference on Management of data Data, Chicago Illinois USA, pp. 778 - 780, presented at ACM SIGMOD international conference on management of data, 2006, Chicago Illinois USA, 27 June 2006 - 29 June 2006

Shen J; Shepherd JA; Cui B; Tan K, 2006, 'HSI: A novel framework for efficient automated singer identification in large music database', in Liu L; Reuter A (ed.), 22nd international conference on data engineering (IDCE), Atlanta, Georgia USA, pp. 169 - 169, presented at 22nd international conference on data engineering (IDCE), Atlanta, Georgia USA, 03 April 2006 - 08 April 2006, http://dx.doi.org/10.1109/ICDE.2006.79

Shen J; Shepherd J; Ngu AHH, 2005, 'Semantic-sensitive classification for large image libraries', in Proceedings of the 11th International Multimedia Modelling Conference, MMM 2005, pp. 340 - 345, http://dx.doi.org/10.1109/MMMC.2005.66

Shen J; Shepherd J; Ngu AHH, 2005, 'On efficient music genre classification', in Lecture Notes in Computer Science, pp. 253 - 264, http://dx.doi.org/10.1007/11408079_24

Shen J; Shepherd J; Ngu AHH, 2004, 'Integrating heterogeneous features for efficient content based music retrieval', in International Conference on Information and Knowledge Management, Proceedings, pp. 154 - 155

Ma L; Shepherd JA, 2004, 'Information extraction via automatic pattern discovery in identified region', 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 15th International Conference on Database and Expert Systems Applications, Zaragona, Spain, 30 August 2004 - 03 September 2004

Mahdavi M; Shepherd JA, 2004, 'Enabling dynamic content caching in web portals', in Bouguettaya A; Benatallah B (ed.), 14th International Workshop on Research Issues in Data Engineering, Boston, Massachusetts, pp. 129 - 136, presented at 14th International Workshop on Research Issues in Data Engineering, Boston, Massachusetts, 28 March 2004 - 29 March 2004, http://www.sciencedirect.com/science/article/B6WPV-4CJT9TT-45B/2/052c1963ab6b75be59f86df2488b9b79

Shen J; Shepherd JA; Ngu AH; Huynh DQ, 2004, 'Improving query effectiveness for large image databases with multiplevisual feature combination', 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 9th International Conference on Database Systems for Advanced Applications, Jeju Island, Korea, 17 March 2004 - 19 March 2004

Mahdavi M; Shepherd JA; Benatallah B, 2004, 'A Collaborative Approach for Caching Dynamic Data in Portal Applications', in 15th Australasian Database Conference, Dunedin, New Zealand, presented at 15th Australasian Database Conference, Dunedin, New Zealand, 29 January 2004

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