By Dr John Shepherd

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

Ma L; Shepherd JA, 2004, 'Information extraction using two-phase pattern discovery', in Sheffield SIGIR - 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval; Proceedings of Sheffield SIGIR - 27th Annual International ACM SIGIR Conference on Research and, presented at Sheffield SIGIR - 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval; Sheffield SIGIR - 27th Annual International ACM SIGIR Conference on Research and, http://www.sciencedirect.com/science/article/B6WPV-4F1SBMD-1SR/2/5abe4270d7a26ea654bbeaa58c5b258c

Ma L; Shepherd JA; Zhang Y, 2003, 'Enhancing Text Classification Using Synopses Extraction', in WISE 2003: Web Information Systems Engineering, Rome, Italy, presented at WISE 2003: Web Information Systems Engineering, Rome, Italy, 10 December 2003 - 12 December 2003

Shen J; Ngu AHH; Shepherd J; Huynh DQ; Sheng QZ, 2003, 'CMVF: A Novel Dimension Reduction Scheme for Efficient Indexing in a Large Image Database', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 657

Shepherd JA; Wong KR, 2002, 'Merging Prolog and XML databases', in Australian Document Computing Symposium, Australian Document Computing Symposium, Sydney, presented at Australian Document Computing Symposium, Sydney, 16 December 2002

Ma L; Shepherd JA; Wong KR, 2002, 'Learning-based Transformation for Text Documents', in Callaos N; Zhao R; Sanchez B; Lesso W (eds.), SCI 2002: 6th World Multiconference on Systemics, Cybernetics and Informatics, INT INST INFORMATICS & SYSTEMICS, Orlando, Florida, USA, pp. 180 - 185, presented at SCI 2002: 6th World Multiconference on Systemics, Cybernetics and Informatics, Orlando, Florida, USA, 14 July 2002 - 18 July 2002, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000178929000034&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Ma L; Shepherd J; Zhang Y, 2002, 'Extracting information from semistructured data', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 132 - 144, http://dx.doi.org/10.1007/3-540-45703-8_13

Siew OS; Shepherd J, 2002, 'WebCMS: A Web-based course management system', in Proceedings - International Workshop on Database and Expert Systems Applications, DEXA, pp. 345 - 350, http://dx.doi.org/10.1109/DEXA.2002.1045920

Shepherd JA; Ma L, 2000, 'Building A Database Of Conference: A Case-Study In Web Information Extraction', in 3rd International Asia-Pacific Web Conference, 3rd International Asia-Pacific Web Conference, Xi`an, China, presented at 3rd International Asia-Pacific Web Conference, Xi`an, China, 27 October 2000 - 29 October 2000

Shepherd J; Zhu X; Megiddo N, 1999, 'Fast indexing method for multidimensional nearest neighbor search', in Proceedings of SPIE - The International Society for Optical Engineering, pp. 350 - 355

Kurniawati R; Jin JS; Shepherd JA, 1998, 'Web object collection: here or there', in SPIE 1998: Conference on Multimedia Storage and Archiving Systems III, Boston, Massachusetts, presented at SPIE 1998: Conference on Multimedia Storage and Archiving Systems III, Boston, Massachusetts, 02 November 1998 - 04 November 1998

Kurniawati R; Jin JS; Shepherd JA, 1998, 'An efficient nearest-neighbour search while varying Euclidean metrics', in ACM Multimedia, Bristol U, K,, presented at ACM Multimedia 1998, Bristol U, K,, 12 September 1998 - 16 September 1998

Nabil M; Shepherd JA; Ngu HH, 1998, 'An Image Retrieval System for Distributed Environments', in 8th International Workshop on Research Issues in Data Engineering, RIDE98, Orlando, Florida, USA, presented at 8th International Workshop on Research Issues in Data Engineering, RIDE98, Orlando, Florida, USA, 23 February 1998 - 24 February 1998

Harangsi B; Shepherd JA; Nayak A, 1997, 'Selectivity Estimation for Joins using Systematic Sampling', in 8th International Conference and Workshop on Database and Expert Systems Applications (DEXA97), Toulouse, France, presented at 8th International Conference and Workshop on Database and Expert Systems Applications (DEXA97), Toulouse, France, 01 September 1997 - 05 September 1997

Harangsi B; Matsushima SS; Shepherd JA; Ngu HH, 1997, 'Handling Missing Values in Database Systems using a Naive Bayesian classifier', in Workshop on Research Issues in Data Mining and Knowledge Discovery, Workshop on Research Issues in Data Mining and Knowledge Discovery, Tucson, Arizona, presented at Workshop on Research Issues in Data Mining and Knowledge Discovery, Tucson, Arizona, 11 May 1997

Kurniawati R; Jin JS; Shepherd JA, 1997, 'The SS+ -tree: An Improved Index Structure for Similarity Searches in a High-Dimensional Feature Space', in SPIE 1997: Storage and Retrieval for Image and Video Databases V, San Jose, California USA, presented at SPIE 1997: Storage and Retrieval for Image and Video Databases V, San Jose, California USA, 13 February 1997 - 14 February 1997

Nabil M; Ngu AHH; Shepherd J, 1997, 'Modelling Moving Objects in Multimedia Databases', in Database Systems for Advanced Applications '97, WORLD SCIENTIFIC, presented at Proceedings of the Fifth International Conference on Database Systems for Advanced Applications, http://dx.doi.org/10.1142/9789812819536_0008

Harangsi B; Sheperd JA; Ngu AH, 1996, 'Query size estimation using systematic sampling', in International Symposium on Cooperative Database Systems for Advanced Applicatios, Kyoto Japan, presented at International Symposium on Cooperative Database Systems for Advanced Applicatios, Kyoto Japan, 05 December 1996 - 07 December 1996

Cerpa N; Shepherd JA, 1996, 'A cognitive model for facilitating the teaching of computer programming skills', in Australasian Conference on Computer Science Education, Australasian Conference on Computer Science Education, University of Sydney, Australia, presented at Australasian Conference on Computer Science Education, University of Sydney, Australia, 03 July 1996 - 05 July 1996

Harangsri B; Shepherd J; Ngu A, 1996, 'Query optimisation in multidatabase systems using query classification', in Proceedings of the ACM Symposium on Applied Computing, pp. 173 - 177, http://dx.doi.org/10.1145/331119.331170

Ngu AH; Shepherd JA; Magin DJ, 1995, 'Computer-assisted peer assessment in computer science and engineers', in Australasian Assoc for Engineering Educations: Convention and Conference, Australasian Assoc for Engineering Educations: Convention and Conference, University of Melbourne, presented at Australasian Assoc for Engineering Educations: Convention and Conference, University of Melbourne, 10 December 1995 - 13 December 1995

Shepherd JA; Harangsi B; Chen H; Ngu AH, 1995, 'A two-phase approach to data allocation in distributed databases', in Int Conference Database systems for Adv. etc, International Conference Database systems for Adv. etc, Singapore, presented at International Conference Database systems for Adv. etc, Singapore, 10 April 1995 - 13 April 1995

SHEPHERD J; HARANGSRI B; CHEN HL; NGU A, 1995, 'A 2-PHASE APPROACH TO DATA ALLOCATION IN DISTRIBUTED DATABASES', in Ling TW; Masunaga Y (ed.), DATABASE SYSTEMS FOR ADVANCED APPLICATIONS '95, WORLD SCIENTIFIC PUBL CO PTE LTD, SINGAPORE, SINGAPORE, pp. 380 - 387, presented at 4th International Conference on Database Systems for Advanced Applications (DASFAA 95), SINGAPORE, SINGAPORE, 10 April 1995 - 13 April 1995, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1995BD17F00045&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Nabil M; Sheperd JA; Ngu AH, 1995, '2D projection interval relationships: A symbolic representation of spatial relationships', in International Symposium on Large Spatial Databases, Portland, Oregon, USA, presented at International Symposium on Large Spatial Databases, Portland, Oregon, USA

Ngu AH; Shepherd JA; Magin DJ, 1995, 'Engineering `Peers`: Computer-assisted approach to the development of Peer Assesssment System', in Annual Conference of the higher education research development Society of Aust, Annual Conference of the higher education research development Society of Aust, Rockhampton Qld, presented at Annual Conference of the higher education research development Society of Aust, Rockhampton Qld

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