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Number of items: 135.

Book

Nayak, Richi, Ichalkaranje, Nikhil, & Jain, Lakhmi (Eds.) (2008) Evolution of the Web in Artificial Intelligence Environments. Studies in Computational Intelligence, 130. Spinger.

Nayak, Richi, Ichalkaranje, Nikhil, & Jain, Lakhmi (Eds.) (2008) Evolution of the Web in the artificial intelligence environment. Studies in Computational Intelligence, 130. Springer, Berlin Heidelberg.

Nayak, Richi & Zaki, Mohammad (Eds.) (2006) Knowledge Discovery from XML documents: PAKDD 2006 Workshop Proceedings First International Workshop, KDXD 2006, Singapore, April 9, 2006. Lecture Notes in Computer Science, 3915. Springer.

Book Chapter

Kutty, Sangeetha, Nayak, Richi, & Tran, Tien (2011) A Study of XML models for data mining : representations, methods, and issues. In Tagarelli, Andrea (Ed.) XML Data Mining : Models, Methods, and Applications. IGI Global Publishing, Hershey, PA, pp. 1-28.

Hou, Jun, Zhang, Jinglan, Nayak, Richi, & Bose, Aishwarya (2011) Semantics-based web service discovery using information retrieval techniques. In Comparative Evaluation of Focused Retrieval. Springer-Verlag Berlin Heidelberg, pp. 336-346.
Number of full-text downloads 192
Number of citations in Scopus 1

Md Amin, Mohd Afandi & Nayak, Richi (2010) Theoretical model of user acceptance : in the view of measuring success in web personalization. In Forbrig, Peter, Paterno, Fabio, & Mark Pejtersen, Annelise (Eds.) Human-Computer Interaction. Springer, Boston, pp. 255-264.
Number of full-text downloads 132

Nayak, Richi (2008) The Process and Application of XML Data Mining. In Song, Min & Wu, Yi-Fang (Eds.) Handbook of Research on Text and Web Mining Technologies. IGI Global, Hershey, PA., pp. 249-272.
Number of full-text downloads 1,101

Kutty, Sangeetha & Nayak, Richi (2008) Frequent pattern mining on XML documents. In Song, Min & Wu, Yi-Fang Brook (Eds.) Handbook of research on text and web mining technologies. Information Science Reference (IGI Global), Hershey, Pa.

Nayak, Richi & Jain, Lakhmi (2008) Innovations in Web applications using artificial intelligence paradigm. In Nayak, Richi, Ichalkaranje, Nikhil, & Jain, Lakhmi (Eds.) Evolution of the Web in the Artificial Intelligence Environment. Springer, Berlin Heidelberg, pp. 17-41.

Nayak, Richi & Jain, Lakhmi (2008) An introduction to the evolution of the Web in an artificial intelligence environment. In Nayak, Richi, Ichalkaranje, Nikhil, & Jain, Lakhmi (Eds.) Evolution of the Web in an Artificial Intelligence Environment. Springer, Berlin Heidelbreg, pp. 1-16.

Nayak, Richi (2007) Facilitating and Improving the Use of Web Services with Data Mining. In Taniar, David (Ed.) Research and trends in data mining technologies and applications. Idea Group Inc. / IGI Global, Hershey PA., pp. 309-327.
Number of full-text downloads 451

Nayak, Richi & Qiu, Tian (2006) Use of Data Mining in System Development Life Cycle. In Williams, Graham J. & Simoff, Simeon J. (Eds.) Data Mining - Theory, Methodology, Techniques and Applications. Springer-Verlag, Germany, pp. 105-117.

Nayak, Richi (2005) Discovering Knowledge from XML Documents. In Wang, John (Ed.) Encyclopedia of Data Warehousing and Mining. Idea Group Reference (IGI Global), Hershey, PA.
Number of full-text downloads 229

Nayak, Richi (2005) Mining for Web-Enabled E-Business Application. In Wang, J (Ed.) Encyclopedia of Data Warehouse and Data Mining. Idea Group Inc, www.idea-group-ref.com, pp. 785-789.

Nayak, Richi & Seow, Lawrence (2004) Knowledge discovery in mobile business data. In Shi, Nan Si (Ed.) Mobile Commerce Applications. Idea Group Publishing (IGI Global), Hershey, PA.
Number of full-text downloads 317

Nayak, Richi (2002) Data mining for web-enabled electronic business applications. In Murthy, V.K. & Shi, Nansi (Eds.) Architectural Issues of Web-Enabled Electronic Business. Idea Group Publishing (IGI Global), Hershey, PA, pp. 128-138.
Number of full-text downloads 269

Nayak, Richi & Nayak, Anurag (2002) Electronic Business Over Wireless Device: A Case Study. In Murthy, V.K. & Shi, Nan Si (Eds.) Architectural Issues of Web-Enabled Electronic Business. Idea Group Publishing (IGI Global), Hershey, PA.
Number of full-text downloads 477

Journal Article

Chowdhury, Israt J. & Nayak, Richi (2013) A novel method for finding similarities between unordered trees using matrix data model. Lecture Notes in Computer Science, 8180, pp. 421-430.

Hou, Jun & Nayak, Richi (2013) The heterogeneous cluster ensemble method using hubness for clustering text documents. Lecture Notes in Computer Science [Web Information Systems Engineering - WISE 2013: 14th International Conference, Nanjing, China, October 13-15, 2013, Proceedings, Part I], 8180, pp. 102-110.

Seyfi, Majid, Rawat, Rakesh, Weligamage, Justin, & Nayak, Richi (2013) A data analytics case study assessing factors affecting pavement deflection values. International Journal of Business Intelligence and Data Mining, 8(3), pp. 199-226.
Number of full-text downloads 21

Nayak, Richi, Senellart, Pierre, Suchanek, Fabian M, & Varde, Aparna S (2012) Discovering interesting information with advances in web technology. SIGKDD Explorations, 14(2), pp. 63-81.

Hassanzadeh, Reza, Nayak, Richi, & Stebila, Douglas (2012) Analyzing the effectiveness of graph metrics for anomaly detection in online social networks. Lecture Notes in Computer Science : Web Information Systems Engineering, 7651, pp. 624-630.
Number of full-text downloads 136
Number of citations in Scopus 1

Chen, Lin & Nayak, Richi (2012) Leveraging the network information for evaluating answer quality in a collaborative question answering portal. Social Network Analysis and Mining, 2(3), pp. 197-215.

Mittal, Namita, Nayak, Richi, Goval, Mahesh Chandra, & Jain, Kamal Chand (2011) Personalised search – a hybrid approach for web information retrieval and its evaluation. International Journal of Knowledge and Web Intelligence (IJKWI), 2(2/3), pp. 119-137.

Algergawy, Alsayed, Nayak, Richi, & Mesiti, Marco (2011) XML data clustering: An overview. ACM Computing Surveys (CSUR), 43(4).
Number of full-text downloads 348
Number of citations in Scopus 10
Number of citations in Web of Science® 1

Rawat, Rakesh, Nayak, Richi, & Li, Yuefeng (2011) Identifying interests of web users for effective recommendations. International Journal of Innovation, Management and Technology, 2(1).
Number of full-text downloads 66

Nayak, Richi & Pitt, Ellen (2011) Assessment of cardiovascular disease risk prediction models: Evaluation methods. Lecture Notes in Computer Science : Database Systems for Advanced Applications: 16th International Conference Proceedings, Part II, pp. 377-387.

Nayak, Richi (2011) Utilizing past relations and user similarities in a social matching system. Lecture Notes in Computer Science : Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia Conference Proceedings, Part II, pp. 99-110.
Number of citations in Scopus 4
Number of citations in Web of Science® 1

Algergawy, Alsayed, Koppen, Veit, Nayak, Richi, Saake, Gunter, & Siegmund, Norbert (2010) Combining schema and level-based matching for web service discovery. Lecture Notes in Computer Science, pp. 114-128.
Number of citations in Scopus 2
Number of citations in Web of Science® 4

Algergawy, Alsayed, Nayak, Richi, & Saake, Gunter (2010) Element similarity measures in XML schema matching. Information Sciences, 180(24), pp. 4975-4998.
Number of citations in Scopus 23
Number of citations in Web of Science® 14

Kutty, Sangeetha, Nayak, Richi, & Li, Yuefeng (2010) Utilising semantic tags in XML clustering. Lecture Notes in Computer Science, pp. 416-425.
Number of citations in Scopus 1
Number of citations in Web of Science® 2

Nayak, Richi (2009) Generating rules with predicates, terms and variables from the pruned neural networks. Neural Networks, 22(4), pp. 405-414.
Number of full-text downloads 127
Number of citations in Scopus 7
Number of citations in Web of Science® 7

Nayak, Richi (2008) Data mining in web services discovery and monitoring. International Journal of Web Services Research, 5(1), pp. 62-80.
Number of full-text downloads 817
Number of citations in Scopus 11
Number of citations in Web of Science® 4

Nayak, Richi (2008) Fast and Effective Clustering of XML Data Utilizing their Structural Information. Knowledge and Information Systems (KAIS), 14(2), pp. 197-215.
Number of full-text downloads 143
Number of citations in Scopus 35
Number of citations in Web of Science® 23

Li, Yuefeng, Nayak, Richi, & Tao, Xiaohui (2008) A knowledge retrieval model using ontology mining and user profiling. Integrated Computer-Aided Engineering, 15(4), pp. 313-329.
Number of full-text downloads 114
Number of citations in Scopus 19
Number of citations in Web of Science® 15

King, John D., Li, Yuefeng, Tao, Xiaohui, & Nayak, Richi (2007) Mining world knowledge for analysis of search engine content. Web Intelligence and Agent Systems, 5(3), pp. 233-253.
Number of full-text downloads 353
Number of citations in Scopus 23

Nayak, Richi & Iryadi, Wina (2007) XML schema clustering with semantic and hierarchical similarity measures. Knowledge-Based Systems, 20(4), pp. 336-349.
Number of full-text downloads 185
Number of citations in Scopus 37
Number of citations in Web of Science® 19

Nayak, Richi & Tran, Tien (2007) A Progressive Clustering Algorithm to Group the XML Data by Structural and Semantic Similarity. International Journal of Pattern Recognition and Artificial Intelligence, 21(4), pp. 723-743.
Number of full-text downloads 251
Number of citations in Scopus 15
Number of citations in Web of Science® 8

Bruza, Peter, King, John, Li, Yuefeng, & Nayak, Richi (2006) Preliminary Investigations into Ontology-based Collection Selection. Australian Journal of Intelligent Information Processing Systems, 9(2), pp. 33-40.

Nayak, Richi & Xu, Sumei (2006) XCLS: A Fast and Effective Clustering Algorithm for Heterogenous XML Documents. Lecture Notes in Computer Science, pp. 292-302.
Number of citations in Scopus 7
Number of citations in Web of Science® 2

Nayak, Richi (2005) Generating predicate rules from neural networks. Lecture Notes in Computer Science, 3578, pp. 234-241.
Number of full-text downloads 263

Nayak, Richi & Qiu, Tian (2005) A data mining application: analysis of problems occurring during a software project development process. International Journal of Software Engineering and Knowledge Engineering, 15(4), pp. 647-663.
Number of full-text downloads 524
Number of citations in Scopus 5
Number of citations in Web of Science® 2

Nayak, Richi & Sharma, Jaydev (2000) A Hybrid Neural Network and Simulated Annealing Approach to the Unit Commitment Problem. Computers and Electrical Engineering, 26(6), pp. 461-477.
Number of full-text downloads 1,541
Number of citations in Web of Science® 15

Conference Paper

Sutanto, Taufik & Nayak, Richi (2014) The ranking based constrained document clustering method and its application to social event detection. In Bhowmick, Sourav, Dyreson, Curtis, Jensen, Christian, Lee, Mong, Muliantara, Agus, & Thalheim, Bernhard (Eds.) Database Systems for Advanced Applications, Springer International Publishing, Bali, Indonesia, pp. 47-60.

Chen, Lin, Emerson, Daniel, & Nayak, Richi (2014) A novel process of group-oriented question reduction for rule-based recommendation websites. In Christen, Peter & Kennedy, Paul (Eds.) Conferences in Research and Practice in Information Technology, Australian Computer Society Inc., Australian National University, Canberra, ACT, pp. 1-8.

Ifada, Noor & Nayak, Richi (2014) Tensor-based item recommendation using probabilistic ranking in social tagging systems. In Chung, Chin-Wan, Broder, Andrei, Shim, Kyuseok, & Suel, Torsten (Eds.) Proceedings of the Companion Publication of the 23rd International Conference on World Wide Web Companion, ACM, Seoul, Republic of Korea, pp. 805-810.

Sutanto, Taufik & Nayak, Richi (2013) ADMRG @ MediaEval 2013 Social Event Detection. In Reuter, Timo & Larson, Martha (Eds.) Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, CEUR-WS.org, Barcelona, Spain.
Number of full-text downloads 30

Hou, Jun & Nayak, Richi (2013) A concept-based retrieval method for entity-oriented search. In Christen, Peter, Kennedy, Paul, Liu, Lin, Ong, Kok-Leong, Stranieri, Andrew, & Zhao, Yanchang (Eds.) 11th Australasian Data Mining Conference (AusDM 2013), Conferences in Research and Practice in Information Technology, Australian Computer Society, Canberra, ACT.
Number of full-text downloads 85

Chen, Lin, Nayak, Richi, Kutty, Sangeetha, & Xu, Yue (2013) Users segmentations for recommendation. In Proceedings of the 28th Annual ACM Symposium on Applied Computing, ACM, Coimbra, Portugal.
Number of full-text downloads 79
Number of citations in Scopus 1

Emerson, Daniel, Weligamage , Justin Z., & Nayak, Richi (2013) A data mining driven risk profiling method for road asset management. In Dhillon, Inderjit S. & Koren, Yehuda (Eds.) Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM Digital Library, Chicago, Illinois, The United States of America, pp. 1267-1275.

Chen, Lin & Nayak, Richi (2013) A reciprocal collaborative method using relevance feedback and feature importance. In Raghavan, Vijay, Hu, Xiaolin, Liau, Churn-Jung, & Treur, Jan (Eds.) 2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), IEEE, Atlanta, Georgia, USA, pp. 133-138.

Chen, Lin & Nayak, Richi (2013) A recommendation approach dealing with multiple market segments. In Raghaven, Vijay, Hu, Xiaolin, Liau, Churn-Jung, & Treur, Jan (Eds.) Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence (WI) and Intelligent Agent Technology (IAT), IEEE, Atlanta, Georgia, pp. 89-94.

Hassanzadeh, Reza & Nayak, Richi (2013) A rule-based hybrid method for anomaly detection in online-social-network graphs. In Bilof, Randall (Ed.) Proceedings of the 2013 IEEE 25th International Conference on Tools with Artificial Intelligence, IEEE, Hyatt Dulles, Washington DC, pp. 351-357.

Hassanzadeh, Reza & Nayak, Richi (2013) A semi-supervised graph-based algorithm for detecting outliers in online-social-networks. In Proceedings of the 28th Annual ACM Symposium on Applied Computing, ACM, Coimbra, Portugal, pp. 577-582.

Hou, Jun, Nayak, Richi, & Zhang, Jinglan (2012) Finding additional semantic entity information for search engines. In Trotman, Andrew (Ed.) Proceedings of the 17th Australasian Document Computing Sysmposium, ACM, Dunedin, New Zealand, pp. 115-122.
Number of full-text downloads 53

Alsaleh, Slah & Nayak, Richi (2012) Grouping people in social networks using a weighted multi-constraints clustering method. In Proceedings of the 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, Brisbane, QLD.

Chen, Lin, Nayak, Richi, & Xu, Yue (2012) A common neighbour based two-way collaborative recommendation method. In Ossowski, Sascha & Lecca, Paola (Eds.) Proceedings of the 27th Annual ACM Symposium on Applied Computing, ACM, Italy, pp. 214-215.

Amin, M.A., Karim, M.A., & Nayak, R. (2012) An innovative model for evaluating the leanness of manufacturing organizations. In Seliger, Gunther & Kilic, S. Engin (Eds.) Proceedings : 10th Global Conference on Sustainable Manufacturing, Berlin Institute of Technology, Middle East Technical University, Istanbul, Turkey, pp. 46-51.

Kutty, Sangeetha, Chen, Lin, & Nayak, Richi (2012) A people-to-people recommendation system using Tensor Space Models. In Shin, DongWong (Ed.) Proceedings of the ACM Symposium on Applied Computing, ACM Press, Riva del Garda, Trento, pp. 187-192.
Number of full-text downloads 413
Number of citations in Scopus 1

Chen, Lin, Nayak, Richi, & Xu, Yue (2011) A recommendation method for online dating networks based on social relations and demographic information. In Proceedings of The 2011 International Conference on Advances in Social Networks Analysis and Mining, IEEE, Kaohsiung, Taiwan, pp. 407-411.
Number of full-text downloads 98
Number of citations in Scopus 2

Chen, Lin & Nayak, Richi (2011) Social network analysis of an online dating network. In Proceedings of 5th International Conference on Communities & Technologies (C&T 2011), ACM, State Library of Queensland, Brisbane, QLD, pp. 41-49.
Number of full-text downloads 515
Number of citations in Scopus 1

Kutty, Sangeetha, Nayak, Richi, & Li, Yuefeng (2011) XML documents clustering using Tensor Space Model. In Proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Springer, InterContinental Shenzhen, Shenzhen. (In Press)
Number of full-text downloads 185

Emerson, Daniel, Nayak, Richi, & Weligamage, Justin (2011) Using data mining to predict road crash count with a focus on skid resistance values. In 3rd International Road Surface Friction Conference, 15-18 May, 2011, Gold Coast, Queensland, Australia. (In Press)
Number of full-text downloads 142

Rawat, Rakesh, Nayak, Richi, & Li, Yuefeng (2011) Improving web database search incorporating users query information. In Proceedings of the 1st International Conference on Web Intelligence, Mining and Semantics, ACM, Quality Hotel Sogndal, Songdol, Norway.
Number of full-text downloads 70

Rawat, Rakesh, Nayak, Richi, Li, Yuefeng, & Alsaleh, Slah (2011) Aggregate distance based clustering using Fibonacci Series -FIBCLUS. In Du, X. (Ed.) APWeb 2011, Springer-Verlag Berlin Heidelberg, Beijing, China, pp. 29-40.
Number of full-text downloads 103

Rawat, Rakesh, Nayak, Richi, & Li, Yuefeng (2011) Effective hybrid recommendation combining users-searches correlations using tensors. In Du et el, Xiaoyong (Ed.) 13th Asia-Pacific Web Conference, Springer, Beijing, China, pp. 131-142.
Number of full-text downloads 83

Nayak, Richi, Emerson, Daniel, Weligamage, Justin, & Piyatrapoomi, Noppadol (2011) Road crash proneness prediction using data mining. In Ailamaki, Anastasia & Amer-Yahia , Sihem (Eds.) Proceedings of the 14th International Conference on Extending Database Technology, Association for Computing Machinery (ACM), Uppsala, Sweden., pp. 521-526.
Number of full-text downloads 124
Number of citations in Scopus 1

Alsaleh, Slah, Nayak, Richi, Xu, Yue, & Chen, Lin (2011) Improving matching process in social network using implicit and explicit user information. In Du, Xiaoyong, Wenfei, Fan, & Jianmin, Wang (Eds.) Proceedings of the Asia-Pacific Web Conference (APWeb 2011) Lecture Notes in Computer Science, Springer Computer Science , Beijing,China, pp. 313-320.
Number of full-text downloads 327
Number of citations in Scopus 5
Number of citations in Web of Science® 2

Rawat, Rakesh, Nayak, Richi, Li, Yuefeng, ,, & , (2011) Individual user behaviour modelling for effective web recommendation. In (Ed.) 2nd International Conference on e-Education, e-Business, e-Management and E-Learning (IC4E 2011), IEEE, Mumbai India.
Number of full-text downloads 89

Alsaleh, Slah, Nayak, Richi, & Xu, Yue (2011) Finding and matching communities in social networks using data mining. In Hong, Tzung-Pei, Wang, Leon Shyue-Liang, & Wiil, Uffe K (Eds.) Proceedings of the 2011 International Conference on Advances in Social Networks Analysis and Mining, IEEE Inc, Taiwan, pp. 389-393.
Number of citations in Scopus 2

Emerson, Daniel, Nayak, Richi, & Weligamage, Justin (2011) Identifying differences in safe roads and crash prone roads using clustering data mining. In 6th World Congress on Engineering Asset Management (WCEAM 2011), 3-5 October 2011, Duke Energy Center, Cincinatti, Ohio.
Number of full-text downloads 114

Emerson, Daniel, Nayak, Richi, Weligamage, Justin, & Piyatrapoomi, Noppadol (2011) Identifying differences in wet and dry road crashes using data mining. In World Congress on Engineering Asset Management (WCEAM 2010), 25‐27 October 2010, Brisbane, Australia. (In Press)
Number of full-text downloads 108

De Vries, Christopher Michael, Nayak, Richi, Kutty, Sangeetha, Geva, Shlomo, & Tagarelli, Andrea (2011) Overview of the INEX 2010 XML mining track : clustering and classification of XML documents. In Lecture Notes in Computer Science, Springer, Amsterdam. (In Press)
Number of full-text downloads 186
Number of citations in Scopus 1

Kutty, Sangeetha, Nayak, Richi, & Li, Yuefeng (2010) XML documents clustering using tensor space model - A preliminary study. In 2010 IEEE International Conference on Data Mining Workshop (ICDMW), 13th December 2010, Sydney.
Number of full-text downloads 97
Number of citations in Scopus 3

Chen, Lin, Nayak, Richi, & Xu, Yue (2010) Improving matching process in social network. In IEEE International Conference on Data Mining Workshops, IEEE Computer Society, Sydney, pp. 305-311.
Number of full-text downloads 183
Number of citations in Scopus 1

Liang, Huizhi, Xu, Yue, Li, Yuefeng, & Nayak, Richi (2010) Personalized recommender system based on item taxonomy and folksonomy. In Proceedings of the 19th ACM International Conference on Information and Knowledge Management & Co-Located Workshops, ACM, Fairmont Royal York, Toronto, pp. 1641-1644.
Number of full-text downloads 126
Number of citations in Scopus 3

Kutty, Sangeetha, Nayak, Richi, & Li, Yuefeng (2010) Utilising semantic tags in XML clustering. In Focused Retrieval and Evaluation : Proceedings of 8th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2009, Springerlink, Brisbane, Queensland, pp. 1167-1173.
Number of full-text downloads 72
Number of citations in Web of Science® 2

Liang, Huizhi, Xu, Yue, Li, Yuefeng, & Nayak, Richi (2010) Connecting users and items with weighted tags for personalized item recommendations. In Proceedings of 21st ACM Conference on HyperText and HyperMedia, ACM, Toronto.
Number of full-text downloads 248
Number of citations in Scopus 15

Rawat, Rakesh, Nayak, Richi, & Li, Yuefeng (2010) Clustering of web users using the tensor decomposed models. In De Bra, Paul, Kobsa, Alfred, & Chin, David (Eds.) User Modeling, Adaptation, and Personalization, Springer, Hilton Waikoloa Village, Big Island of Hawaii, pp. 37-39.
Number of full-text downloads 88

Liang, Huizhi, Xu, Yue, Li, Yuefeng, Nayak, Richi, & Shaw, Gavin (2010) A hybrid recommender systems based on weighted tags. In 10th SIAM International Conference on Data Mining (SDM2010), 29 April-1 May, 2011, Renaissance Columbus Downtwon Hotel, Columbus, Ohio. (Unpublished)
Number of full-text downloads 162

Nayak, Richi, De Vries, Christopher M., Kutty, Sangeetha, Geva, Shlomo, Denoyer, Ludovic, & Gallinari, Patrick (2010) Overview of the INEX 2009 XML mining track : clustering and classification of XML documents. In Focused Retrieval and Evaluation : Proceedings of 8th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2009, Springer, Brisbane, Queensland, pp. 366-378.
Number of full-text downloads 310
Number of citations in Scopus 7
Number of citations in Web of Science® 6

Nayak, Richi, Zhang, Meng, & Chen, Lin (2010) A social matching system for an online dating network : a preliminary study. In 2010 IEEE International Conference on Data Mining Workshops, IEEE Computer Society, University of Technology, Sydney, Sydney, NSW, pp. 352-357.
Number of full-text downloads 291
Number of citations in Scopus 3

Algergawy, Alsayed, Nayak, Richi, & Saake, Gunter (2009) XML Schema Element Similarity Measures: A Schema Matching Context. In On the Move to Meaningful Internet Systems: OTM 2009, Springer Berlin / Heidelberg, Vilamoura, Portugal, pp. 1246-1253.
Number of full-text downloads 407
Number of citations in Scopus 3
Number of citations in Web of Science® 1

Chen, Edward, Nayak, Richi, & Geva, Shlomo (2009) Link-the-Wiki : performance evaluation based on frequent phrases. In Advances in Focused Retrieval, Springer Berlin / Heidelberg, Dagstuhl Castle, Germany, pp. 326-336.
Number of full-text downloads 237

Liang, Huizhi, Xu, Yue, Li, Yuefeng, & Nayak, Richi (2009) Tag based collaborative filtering for recommender systems. In Proceedings of Rough Sets and Knowledge Technology : 4th International Conference, Springer, WaterMark Hotel & Spa, Gold Coasts, Queensland, pp. 666-673.
Number of full-text downloads 262
Number of citations in Scopus 1
Number of citations in Web of Science® 4

Bheganan, Poramin, Nayak, Richi, & Xu, Yue (2009) Thai word segmentation with hidden Markov Model and decision tree. In Theeramunkong, Thanarak (Ed.) Advances in Knowledge Discovery and Data Mining, Springer Berlin / Heidelberg, Bangkok, pp. 74-85.
Number of full-text downloads 339
Number of citations in Scopus 3

Chen, Lin & Nayak, Richi (2009) Expertise analysis in a question answer portal for author ranking. In 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 9-12 December 2008, Sydney, Australia.
Number of full-text downloads 1,208
Number of citations in Scopus 4

Nayak, Richi, Piyatrapoomi, Noppadol, & Weligamage, Justin (2009) Application of text mining in analysing road crashes for road asset management. In Proceedings of the 4th World Congress on Engineering Asset Management (WCEAM 2009), World Congress on Engineering Asset Management , Athens Ledra Marriott Hotel, Greece.
Number of full-text downloads 244

Kutty, Sangeetha, Tran, Tien, Nayak, Richi, & Li, Yuefeng (2009) Clustering XML documents using frequent subtrees. In Advances in Focused Retrieval, Springer, Dagstuhl Castle, Germany, pp. 436-445.
Number of full-text downloads 356
Number of citations in Scopus 1
Number of citations in Web of Science® 1

Liang, Huizhi, Xu, Yue, Li, Yuefeng, & Nayak, Richi (2009) Collaborative Filtering Recommender Systems based on Popular Tags. In ADCS 2009 : Proceedings of the Fourteenth Australasian Document Computing Symposium, School of Information Technologies, University of Sydney, University of New South Wales, Sydney.
Number of full-text downloads 235
Number of citations in Scopus 1

Kutty, Sangeetha, Nayak, Richi, & Li, Yuefeng (2009) HCX : an efficient hybrid clustering approach for XML documents. In 9th ACM Symposium on Document Engineering : DocEng 2009, 15-18 September 2009 , Munich, Germany.
Number of citations in Scopus 6
Number of citations in Web of Science® 3

Liang, Huizhi, Xu, Yue, & Nayak, Richi (2009) Personalized recommender systems integrating social tags and item taxonomy. In 2009 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, IEEE Computer Society, Milano, Italy, pp. 540-547.
Number of citations in Scopus 9
Number of citations in Web of Science® 2

Kutty, Sangeetha, Nayak, Richi, & Li, Yuefeng Y. (2009) XCFS - a novel approach for clustering XML documents using both the structure and the content. In Association for Computing Machinery, Asia World-Expo, Hong Kong.
Number of full-text downloads 119
Number of citations in Scopus 2

Tran, Tien, Nayak, Richi, & Bruza, Peter D. (2008) Document Clustering Using Incremental and Pairwise Approaches. In 6th International Workshop of the Initiative for the Evaluation of XML Retrieval, 17-19 December 2007, Dagstuhl Castle, Germany.
Number of citations in Scopus 5
Number of citations in Web of Science® 2

Kutty, Sangeetha, Tran, Tien, Nayak, Richi, & Li, Yuefeng (2008) Clustering XML Documents Using Closed Frequent Subtrees: A Structural Similarity Approach. In Fuhr, Norber, Kamps, Jaap, Lalmas, Mounia, Malik, Saadia, & Trotman, Andrew (Eds.) 6th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2007 Dagstuhl Castle, December 17-19, 2007, Germany.
Number of full-text downloads 202
Number of citations in Scopus 2
Number of citations in Web of Science® 2

Ge, Esther, Nayak, Richi, & Xu, Yue (2008) A user driven data mining process model and learning system. In The 13th International Conference on Database Systems for Advanced Applications, 19-21 March 2008, New Delhi, India.
Number of full-text downloads 56
Number of citations in Scopus 2

Edwards, Brett, Zatorsky, Michael, & Nayak, Richi (2008) Clustering and classification of maintenance longs using text data mining. In Australasian Data Mining Conference 2008, November 2008, Adelaide, Australia.
Number of full-text downloads 272

Liang, Huizhi, Xu, Yue, Li, Yuefeng, & Nayak, Richi (2008) Collaborative filtering recommender systems using tag information. In Li, Y, Pasi, G, Zhang, C, Cercone, N, & Cao, L (Eds.) Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence, IEEE Computer Society, Australia, New South Wales, Sydney, pp. 59-62.
Number of full-text downloads 710
Number of citations in Scopus 11

Tran, Tien, Nayak, Richi, & Bruza, Peter D. (2008) Combining structure and content similarities for XML document clustering. In 7th Australasian Data Mining Conference, 27-28 November 2008, Glenelg, South Australia.
Number of full-text downloads 276
Number of citations in Scopus 1

Bose, Aishwarya, Nayak, Richi, & Bruza, Peter D. (2008) Improving Web Service Discovery by Using Semantic Models. In Bailey, James, Maier, David, & Thalheim, Benhard (Eds.) 9th International Conference on Web Information Systems Engineering (WISE 2008), September 2008, Auckland, New Zealand.
Number of full-text downloads 475
Number of citations in Scopus 5
Number of citations in Web of Science® 3

Ge, Esther & Nayak, Richi (2008) An Interactive Predictive Data Mining System for Informed Decision. In 13th International Conference on Database Systems for Advanced Applications, March 19-21, 2008, New Delhi, India.
Number of full-text downloads 86

Li, Yuefeng, Nayak, Richi, Tao, Xiaohui, & Zhong, Ning (2008) An ontology-based framework for knowledge retrieval. In Lakhmi, J, Lingras, P, Klusch, M, Lu, J, Zhang, C, Cercone, N, et al. (Eds.) Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008, 9-12 December 2008, Australia, New South Wales ,Sydney.
Number of citations in Scopus 5

Weng, Li-Tung, Xu, Yue, Li, Yuefeng, & Nayak, Richi (2007) Efficient Neighbourhood Estimation for Recommenders with Large Datasets. In Twelfth Australasian Document Computing Symposium, Monday 10 December, 2007, Melbourne, Victoria.
Number of full-text downloads 56
Number of citations in Scopus 1

Tran, Tien & Nayak, Richi (2007) Evaluating the Performance of XML Document Clustering by Structure Only. In Fuhr, Norbert, Lalmas, Mounia, & Trotman, Andrew (Eds.) 5th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2006: Comparative Evaluation of XML Information Retrieval Systems, December 17-20, 2006, Dagstuhl Castle, Germany.
Number of full-text downloads 203
Number of citations in Scopus 2
Number of citations in Web of Science® 2

Weng, Li-Tung, Xu, Yue, Li, Yuefeng, & Nayak, Richi (2007) Improving Recommendation Novelty Based on Topic Taxonomy. In 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology Workshops, 2-5 November 2007, Silicon Valley.
Number of full-text downloads 374
Number of citations in Scopus 10
Number of citations in Web of Science® 3

Tao, Xiaohui, Li, Yuefeng, Zhong, Ning, & Nayak, Richi (2007) Ontology Mining for Personalized Web Information Gathering. In 2007 IEEE/WIC/ACM International Conference on Web Intelligence, 02-05 November, Silicon Valley, USA.
Number of citations in Scopus 14
Number of citations in Web of Science® 5

Tao, Xiaohui, Li, Yuefeng, & Nayak, Richi (2007) Ontology Mining for Semantic Interpretation of Information Needs. In Zhang, Zili & Siekmann, Jorg (Eds.) 2nd International Conference on Knowledge Science, Engineering and Management, 28-30 November, Melbourne, Australia.
Number of citations in Scopus 1

Kutty, Sangeetha, Nayak, Richi, & Li, Yuefeng (2007) PCITMiner- Prefix-based Closed Induced Tree Miner for finding closed induced frequent subtrees. In Christen, P., Kennedy, P. J., Li, J., Kolyshkina, I., & Williams, G. J. (Eds.) Sixth Australasian Data Mining Conference (AusDM 2007), 3-4 December 2007, Gold Coast.
Number of full-text downloads 135
Number of citations in Scopus 2

Nayak, Richi & te Braak, Paul (2007) Temporal pattern matching for the prediction of stock prices. In Ong, K.-L., Li, W., & Gao, J. (Eds.) 2nd International Workshop on Integrating Artificial Intelligence and Data Mining (AIDM 2007), 2 December 2007, Gold Coast.
Number of full-text downloads 318

Nayak, Richi & Lee, Brian (2007) Web Service Discovery with additional Semantics and Clustering. In IEEE/WIC/ACM International Conference on Web Intelligence, 2-5 Nov. 2007, Silicon Valley, USA.
Number of full-text downloads 801
Number of citations in Scopus 45
Number of citations in Web of Science® 11

Chen, Lin & Nayak, Richi (2007) A case study of failure mode analysis with text mining methods. In Ong, K.-L., Li, W., & Gao, J. (Eds.) 2nd International Workshop on Integrating Artificial Intelligence and Data Mining (AIDM 2007), 2 December 2007, Gold Coast, Qld..
Number of full-text downloads 215

Pitt, Ellen & Nayak, Richi (2007) The use of various data mining and feature selection methods in the analysis of a population survey dataset. In Ong, K.-L., Li, W., & Gao, J. (Eds.) 2nd International Workshop on Integrating Artificial Intelligence and Data Mining (AIDM 2007), 2 December 2007, Gold Coast.
Number of full-text downloads 222

Ge, Esther, Li, Yuefeng, Nayak, Richi, & Xu, Yue (2006) Data mining for lifetime prediction of metallic components. In Christen, P, Kennedy, P, Li, J, Simoff, S, & Williams, G (Eds.) Data Mining and Analytics 2006: Proceedings of the Fifth Australasian Data Mining Conference, 29-30 November 2006, Australia, New South Wales, Sydney.
Number of full-text downloads 71

Tao, Xiaohui, Li, Yuefeng, Zhong, Ning, & Nayak, Richi (2006) Automatically Acquiring Training Sets for Web Information Gathering. In The 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI-06), 18-22, December, 2006, Hong Kong.
Number of full-text downloads 211

Nayak, Richi, Buys, Laurie, & Lovie-Kitchin, Jan E. (2006) Data Mining In Conceptualising Active Ageing. In 5th Australasian Data Mining Conference (AusDM2006), December 2006, Sydney, Australia.
Number of full-text downloads 101

Weng, Li-Tung S., Xu, Yue, Li, Yuefeng, & Nayak, Richi (2006) Distributed Recommender Profiling and Selection with Gittins Indices. In Cheung, K.W. (Ed.) IEEE/WIC/ACM International Conference on Web Intelligence, 2006. WI 2006, 18-22 December 2006, Hong Kong, China.
Number of full-text downloads 131

Li, Yuefeng, Nayak, Richi, Weng, Soloman, & Xu, Yue (2006) A Fair Peer Selection Algorithm for an Ecommerce-Oriented Distributed Recommender System. In Li, Y, Looi, M, & Zhong, N (Eds.) Advances in Intelligent IT: Active Media Technology 2006, 7-9 June 2006, Australia, Queensland, Brisbane.
Number of citations in Web of Science® 2

Li, Yuefeng, Nayak, Richi, Weng, Soloman, & Xu, Yue (2006) An Improvement to Collaborative Filtering for Recommender Systems. In Mohammadian, M (Ed.) Proceedings of the International Conference on Computations Intelligence for Modelling, Control & Automation, 28 -30 November 2005, Austria, Vienna.

Nayak, Richi, Buys, Laurie, & Lovie-Kitchin, Jan E. (2006) Influencing Factors in Achieving Active Ageing. In 6th IEEE International Conference on Data Mining - Workshops (ICDMW), 18 - 22 December 2006, Hong Kong.
Number of full-text downloads 256
Number of citations in Scopus 1

Nayak, Richi (2006) Investigating Semantic Measures in XML Clustering. In International Conference on Web Intelligence, 2006. WI 2006. IEEE/WIC/ACM, 18-22 December 2006, Hong Kong.
Number of full-text downloads 122

Nayak, Richi (2006) Process of Applying Data Mining Techniques to XML Data. In Li, Y, Looi, M, & Zhong, N (Eds.) Advances in Intelligent IT: Active Media Technology 2006, 7-9 June 2006, Australia, Queensland, Brisbane.
Number of full-text downloads 83

Haugaasen, Magnus & Nayak, Richi (2006) A Web Data Extraction Approach to Harvesting Data from Online Sources. In Li, Y, Looi, M, & Zhong, N (Eds.) Advances in Intelligent IT: Active Media Technology 2006, 7-9 June 2006, Australia, Queensland, Brisbane.
Number of full-text downloads 222

Nayak, Richi & Xu, Sumei (2006) XML Document Clustering by Structures. In Fuhr, N, Lalmas, M, Malik, S, & Kazai, G (Eds.) Advances in XML Information Retrieval and Evaluation (LNCS 3977), 28-30 November 2005, Germany, Dagstuhl Castle.
Number of citations in Scopus 2

Iryadi, Wina & Nayak, Richi (2006) XMine: A Methodology for Mining XML Structure. In Zhou, X, Li, J, Tao Shen, H, Kitsuregawa, M, & Zhang, Y (Eds.) Proceedings Frontiers of WWW Research and Development - APQWeb 2006, 16 - 18 January 2006, China, Harbin.
Number of full-text downloads 46
Number of citations in Scopus 1
Number of citations in Web of Science® 1

Ge, Esther, Nayak, Richi, Xu, Yue, & Li, Yuefeng (2005) The user query based learning system for lifetime prediction of metallic components. In unknown, unknown.
Number of full-text downloads 100

Nayak, Richi & Tong, Cindy M. (2004) Applications of data mining in web services. In 5th International Conferences on Web Information Systems, Brisbane, Australia.
Number of full-text downloads 311
Number of citations in Web of Science® 1

Nayak, Richi & Xia, Fu Bo (2004) Automatic integration of heterogenous XML-schemas. In The Sixth International Conference on Information Integration and Web Based Applications & Services, September 27-29, Jakarta, Indonesia.
Number of full-text downloads 340

Nayak, Richi & Qiu, Tian (2004) Data Mining Application in a Software Project Management Process. In Australian Data Mining Conference, December 2004, Cairns, Australia.
Number of full-text downloads 559

Nayak, Richi, Witt, Rebecca, & Tonev, Anton (2002) Data mining and XML documents. In International Conference on Internet Computing, IC'2002, June 24-27, 2002, Las Vegas, Nevada.
Number of full-text downloads 1,064

Nayak, Richi & Warren, David (2002) How Healthy Is Your Agency? Employing Data Mining in a Health Agency System. In 2002 International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences.
Number of full-text downloads 175

Nayak, Richi (2002) Intelligent Data Analysis: Issues and Challenges. In 6th World Multi Conferences on Systemics, Cybernetics and Informatics.
Number of full-text downloads 708

Nayak, Richi, Jain, Lakhmi, & Ting, B. (2001) Artificial neural networks in biomedical engineering: a review. In Asia-Pacific Conference on Advance Computation.
Number of full-text downloads 1,651

Conference Item

Nayak, Richi, Emerson, Daniel, Weligamage, Justin, & Piyatrapoomi, Noppadol (2010) Using data mining on road asset management data in analysing road crashes. In 16th annual TMR Engineering & Technology Forum, 3-5 August 2010, Brisbane, Qld.
Number of full-text downloads 119

QUT Thesis

Nayak, Richi (1999) GYAN : a methodology for rule extraction from artificial neural networks. PhD thesis, Queensland University of Technology.

Thesis

This list was generated on Sat Jul 26 06:23:33 2014 EST.