Richi Nayak

Lin Chen, Richi Nayak, Sangeetha Kutty, Yue Xu: Users segmentations for recommendation. SAC 2013: 279-280

Reza Hassanzadeh, Richi Nayak: A semi-supervised graph-based algorithm for detecting outliers in online-social-networks. SAC 2013: 577-582

Lin Chen, Richi Nayak: Leveraging the network information for evaluating answer quality in a collaborative question answering portal. Social Netw. Analys. Mining 2(3): 197-215 (2012)

Jun Hou, Richi Nayak, Jinglan Zhang: Finding additional semantic entity information for search engines. ADCS 2012: 115-122

Slah Alsaleh, Richi Nayak, Yue Xu: Grouping people in social networks using a weighted multi-constraints clustering method. FUZZ-IEEE 2012: 1-8

Richi Nayak, Rakesh Rawat, Justin Weligamage: A data analytics application assessing pavement deflection factors for a road network. iiWAS 2012: 247-255

Sangeetha Kutty, Lin Chen, Richi Nayak: A people-to-people recommendation system using tensor space models. SAC 2012: 187-192

Lin Chen, Richi Nayak, Yue Xu: A common neighbour based two-way collaborative recommendation method. SAC 2012: 214-215

Reza Hassanzadeh, Richi Nayak, Douglas Stebila: Analyzing the Effectiveness of Graph Metrics for Anomaly Detection in Online Social Networks. WISE 2012: 624-630

Alsayed Algergawy, Marco Mesiti, Richi Nayak, Gunter Saake: XML data clustering: An overview. ACM Comput. Surv. 43(4): 25 (2011)

Namita Mittal, Richi Nayak, Mahesh Chandra Govil, Kamal Chand Jain: Personalised search - a hybrid approach for web information retrieval and its evaluation. I. J. Knowledge and Web Intelligence 2(2/3): 119-137 (2011)

David Alexander, Paavo Arvola, Thomas Beckers, Patrice Bellot, Timothy Chappell, Christopher M. De Vries, Antoine Doucet, Norbert Fuhr, Shlomo Geva, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Sangeetha Kutty, Monica Landoni, Véronique Moriceau, Richi Nayak, Ragnar Nordlie, Nils Pharo, Eric SanJuan, Ralf Schenkel, Andrea Tagarelli, Xavier Tannier, James A. Thom, Andrew Trotman, Johanna Vainio, Qiuyue Wang, Chen Wu: Report on INEX 2010. SIGIR Forum 45(1): 2-17 (2011)

Rakesh Rawat, Richi Nayak, Yuefeng Li, Slah Alsaleh: Aggregate Distance Based Clustering Using Fibonacci Series-FIBCLUS. APWeb 2011: 29-40

Rakesh Rawat, Richi Nayak, Yuefeng Li: Effective Hybrid Recommendation Combining Users-Searches Correlations Using Tensors. APWeb 2011: 131-142

Slah Alsaleh, Richi Nayak, Yue Xu, Lin Chen: Improving Matching Process in Social Network Using Implicit and Explicit User Information. APWeb 2011: 313-320

Slah Alsaleh, Richi Nayak, Yue Xu: Finding and Matching Communities in Social Networks Using Data Mining. ASONAM 2011: 389-393

Lin Chen, Richi Nayak, Yue Xu: A Recommendation Method for Online Dating Networks Based on Social Relations and Demographic Information. ASONAM 2011: 407-411

Lin Chen, Richi Nayak: Social network analysis of an online dating network. C&T 2011: 41-49

Richi Nayak, Ellen Pitt: Assessment of Cardiovascular Disease Risk Prediction Models: Evaluation Methods. DASFAA (2) 2011: 377-387

Richi Nayak, Daniel Emerson, Justin Weligamage, Noppadol Piyatrapoomi: Road crash proneness prediction using data mining. EDBT 2011: 521-526

Fabian M. Suchanek, Aparna S. Varde, Richi Nayak, Pierre Senellart: The hidden web, XML and the Semantic Web: scientific data management perspectives. EDBT 2011: 534-537

Richi Nayak: Utilizing Past Relations and User Similarities in a Social Matching System. PAKDD (2) 2011: 99-110

Sangeetha Kutty, Richi Nayak, Yuefeng Li: XML Documents Clustering Using a Tensor Space Model. PAKDD (1) 2011: 488-499

Rakesh Rawat, Richi Nayak, Yuefeng Li: Improving web database search incorporating users query information. WIMS 2011: 56

Fabian M. Suchanek, Aparna S. Varde, Richi Nayak, Pierre Senellart: The Hidden Web, XML and Semantic Web: A Scientific Data Management Perspective. CoRR abs/1105.1929 (2011)

Alsayed Algergawy, Richi Nayak, Gunter Saake: Element similarity measures in XML schema matching. Inf. Sci. 180(24): 4975-4998 (2010)

Thomas Beckers, Patrice Bellot, Gianluca Demartini, Ludovic Denoyer, Christopher M. De Vries, Antoine Doucet, Khairun Nisa Fachry, Norbert Fuhr, Patrick Gallinari, Shlomo Geva, Wei Chi Huang, Tereza Iofciu, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Sangeetha Kutty, Monica Landoni, Miro Lehtonen, Véronique Moriceau, Richi Nayak, Ragnar Nordlie, Nils Pharo, Eric SanJuan, Ralf Schenkel, Xavier Tannier, Martin Theobald, James A. Thom, Andrew Trotman, Arjen P. de Vries: Report on INEX 2009. SIGIR Forum 44(1): 38-57 (2010)

Namita Mittal, Richi Nayak, Mahesh Chandra Govil, Kamal Chand Jain: Evaluation of a hybrid approach of personalized web information retrieval using the FIRE data set. A2CWiC 2010: 52

Huizhi Liang, Yue Xu, Yuefeng Li, Richi Nayak: Personalized recommender system based on item taxonomy and folksonomy. CIKM 2010: 1641-1644

Huizhi Liang, Yue Xu, Yuefeng Li, Richi Nayak, Xiaohui Tao: Connecting users and items with weighted tags for personalized item recommendations. HT 2010: 51-60

Lin Chen, Richi Nayak, Yue Xu: Improving Matching Process in Social Network. ICDM Workshops 2010: 305-311

Richi Nayak, Meng Zhang, Lin Chen: A Social Matching System for an Online Dating Network: A Preliminary Study. ICDM Workshops 2010: 352-357

Sangeetha Kutty, Richi Nayak, Yuefeng Li: XML Documents Clustering Using Tensor Space Model -- A Preliminary Study. ICDM Workshops 2010: 1167-1173

Alsayed Algergawy, Richi Nayak, Norbert Siegmund, Veit Köppen, Gunter Saake: Combining Schema and Level-Based Matching for Web Service Discovery. ICWE 2010: 114-128

Jun Hou, Jinglan Zhang, Richi Nayak, Aishwarya Bose: Semantics-Based Web Service Discovery Using Information Retrieval Techniques. INEX 2010: 336-346

Christopher M. De Vries, Richi Nayak, Sangeetha Kutty, Shlomo Geva, Andrea Tagarelli: Overview of the INEX 2010 XML Mining Track: Clustering and Classification of XML Documents. INEX 2010: 363-376

Namita Mittal, Richi Nayak, Mahesh Chandra Govil, Kamal Chand Jain: A Hybrid Approach of Personalized Web Information Retrieval. Web Intelligence 2010: 308-313

Richi Nayak: Generating rules with predicates, terms and variables from the pruned neural networks. Neural Networks 22(4): 405-414 (2009)

Sangeetha Kutty, Richi Nayak, Yuefeng Li: XCFS: an XML documents clustering approach using both the structure and the content. CIKM 2009: 1729-1732

Aparna S. Varde, Fabian M. Suchanek, Richi Nayak, Pierre Senellart: Knowledge Discovery over the Deep Web, Semantic Web and XML. DASFAA 2009: 784-788

Sangeetha Kutty, Richi Nayak, Yuefeng Li: HCX: an efficient hybrid clustering approach for XML documents. ACM Symposium on Document Engineering 2009: 94-97

Richi Nayak, Christopher M. De Vries, Sangeetha Kutty, Shlomo Geva, Ludovic Denoyer, Patrick Gallinari: Overview of the INEX 2009 XML Mining Track: Clustering and Classification of XML Documents. INEX 2009: 366-378

Sangeetha Kutty, Richi Nayak, Yuefeng Li: Utilising Semantic Tags in XML Clustering. INEX 2009: 416-425

Alsayed Algergawy, Richi Nayak, Gunter Saake: XML Schema Element Similarity Measures: A Schema Matching Context. OTM Conferences (2) 2009: 1246-1253

Poramin Bheganan, Richi Nayak, Yue Xu: Thai Word Segmentation with Hidden Markov Model and Decision Tree. PAKDD 2009: 74-85

Huizhi Liang, Yue Xu, Yuefeng Li, Richi Nayak: Tag Based Collaborative Filtering for Recommender Systems. RSKT 2009: 666-673

Huizhi Liang, Yue Xu, Yuefeng Li, Richi Nayak, Li-Tung Weng: Personalized Recommender Systems Integrating Social Tags and Item Taxonomy. Web Intelligence 2009: 540-547

Richi Nayak: Discovering Knowledge from XML Documents. Encyclopedia of Data Warehousing and Mining 2009: 663-668

Richi Nayak: Fast and effective clustering of XML data using structural information. Knowl. Inf. Syst. 14(2): 197-215 (2008)

Brett Edwards, Michael Zatorsky, Richi Nayak: Clustering and Classification of Maintenance Logs using Text Data Mining. AusDM 2008: 193-199

Tien Tran, Richi Nayak, Peter Bruza: Combining Structure and Content Similarities for XML Document Clustering. AusDM 2008: 219-226

Esther Ge, Richi Nayak, Yue Xu, Yuefeng Li: A User Driven Data Mining Process Model and Learning System. DASFAA 2008: 51-66

Esther Ge, Richi Nayak: An Interactive Predictive Data Mining System for Informed Decision. DASFAA 2008: 694-697

Huizhi Liang, Yue Xu, Yuefeng Li, Richi Nayak: Collaborative Filtering Recommender Systems Using Tag Information. Web Intelligence/IAT Workshops 2008: 59-62

Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak: Efficient Neighbourhood Estimation for Recommendation Making. ICEIS (4) 2008: 12-19

Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak: Web Information Recommendation Making Based on Item Taxonomy. ICEIS (4) 2008: 20-28

Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak: An Efficient Neighbourhood Estimation Technique for Making Recommendations. ICEIS 2008: 253-264

Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak: Improve Recommendation Quality with Item Taxonomic Information. ICEIS 2008: 265-279

Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak: Exploiting Item Taxonomy for Solving Cold-Start Problem in Recommendation Making. ICTAI (2) 2008: 113-120

Mao-Lung (Edward) Chen, Richi Nayak, Shlomo Geva: Link-the-Wiki: Performance Evaluation Based on Frequent Phrases. INEX 2008: 326-336

Sangeetha Kutty, Tien Tran, Richi Nayak, Yuefeng Li: Clustering XML Documents Using Frequent Subtrees. INEX 2008: 436-445

Tien Tran, Sangeetha Kutty, Richi Nayak: Utilizing the Structure and Content Information for XML Document Clustering. INEX 2008: 460-468

Lin Chen, Richi Nayak: Expertise Analysis in a Question Answer Portal for Author Ranking. Web Intelligence 2008: 134-140

Xiaohui Tao, Yuefeng Li, Ning Zhong, Richi Nayak: An Ontology-Based Framework for Knowledge Retrieval. Web Intelligence 2008: 510-517

Aishwarya Bose, Richi Nayak, Peter Bruza: Improving Web Service Discovery by Using Semantic Models. WISE 2008: 366-380

Richi Nayak, Tien Tran: A Progressive Clustering Algorithm to Group the XML Data by Structural and Semantic Similarity. IJPRAI 21(4): 723-743 (2007)

Richi Nayak, Wina Iryadi: XML schema clustering with semantic and hierarchical similarity measures. Knowl.-Based Syst. 20(4): 336-349 (2007)

John D. King, Yuefeng Li, Xiaohui Tao, Richi Nayak: Mining world knowledge for analysis of search engine content. Web Intelligence and Agent Systems 5(3): 233-253 (2007)

Lin Chen, Richi Nayak: A Case Study of Failure Mode Analysis with Text Mining Methods. AIDM 2007: 49-60

Ellen Pitt, Richi Nayak: The Use of Various Data Mining and Feature Selection Methods in the Analysis of a Population Survey Dataset. AIDM 2007: 87-97

Richi Nayak, Paul te Braak: Temporal Pattern Matching for the Prediction of Stock Prices. AIDM 2007: 99-107

Sangeetha Kutty, Richi Nayak, Yuefeng Li: PCITMiner- Prefix-based Closed Induced Tree Miner for finding closed induced frequent subtrees. AusDM 2007: 151-160

Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak: A Novel Cluster Center Estimation Algorithm with Hybrid Partitional Clustering. DMIN 2007: 104-110

Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak: Improving Recommendation Novelty Based on Topic Taxonomy. Web Intelligence/IAT Workshops 2007: 115-118

Sangeetha Kutty, Tien Tran, Richi Nayak, Yuefeng Li: Clustering XML Documents Using Closed Frequent Subtrees: A Structural Similarity Approach. INEX 2007: 183-194

Tien Tran, Richi Nayak, Peter Bruza: Document Clustering Using Incremental and Pairwise Approaches. INEX 2007: 222-233

Xiaohui Tao, Yuefeng Li, Richi Nayak: Ontology Mining for Semantic Interpretation of Information Needs. KSEM 2007: 313-324

Xiaohui Tao, Yuefeng Li, Ning Zhong, Richi Nayak: Ontology Mining for PersonalizedWeb Information Gathering. Web Intelligence 2007: 351-358

Richi Nayak, Bryan Lee: Web Service Discovery with additional Semantics and Clustering. Web Intelligence 2007: 555-558

Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak: A Fair Peer Selection Algorithm for an Ecommerce-Oriented Distributed Recommender System. AMT 2006: 31-37

Richi Nayak: Process of applying data mining techniques to XML data. AMT 2006: 67-72

Richi Nayak, Magnus Haugaasen: A Web data extraction approach to harvesting data from online sources. AMT 2006: 323-326

Richi Nayak, Wina Iryadi: XMine: A Methodology for Mining XML Structure. APWeb 2006: 786-792

Richi Nayak, Laurie Buys, Jan Lovie-Kitchin: Data Mining in Conceptualising Active Ageing. AusDM 2006: 39-45

Esther Ge, Richi Nayak, Yue Xu, Yuefeng Li: Data Mining For Lifetime Prediction of Metallic Components. AusDM 2006: 75-81

Richi Nayak, Tian Qiu: Use of Data Mining in System Development Life Cycle. Selected Papers from AusDM 2006: 105-117

Richi Nayak, Laurie Buys, Jan Lovie-Kitchin: Influencing Factors in Achieving Active Ageing. ICDM Workshops 2006: 858-862

Tien Tran, Richi Nayak: Evaluating the Performance of XML Document Clustering by Structure Only. INEX 2006: 473-484

Richi Nayak, Sumei Xu: XCLS: A Fast and Effective Clustering Algorithm for Heterogenous XML Documents. PAKDD 2006: 292-302

Xiaohui Tao, Yuefeng Li, Ning Zhong, Richi Nayak: Automatically Acquiring Training Sets for Web Information Gathering. Web Intelligence 2006: 532-535

Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak: Distributed Recommender Profiling and Selection with Gittins Indices. Web Intelligence 2006: 790-793

Richi Nayak: Investigating Semantic Measures in XML Clustering. Web Intelligence 2006: 1042-1045

Richi Nayak, Mohammed Javeed Zaki (Eds.): Knowledge Discovery from XML Documents, First International Workshop, KDXD 2006, Singapore, April 9, 2006, Proceedings. Lecture Notes in Computer Science 3915, Springer 2006, isbn 3-540-33180-8

Richi Nayak, Tian Qiu: A Data Mining Application Analysis of Problems Occurring during a Software Project Development Process. International Journal of Software Engineering and Knowledge Engineering 15(4): 647-664 (2005)

Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak: An Improvement to Collaborative Filtering for Recommender Systems. CIMCA/IAWTIC 2005: 792-795

Richi Nayak: Generating Predicate Rules from Neural Networks. IDEAL 2005: 234-241

Richi Nayak, Sumei Xu: XML Documents Clustering by Structures. INEX 2005: 432-442

Richi Nayak: Data Mining and Mobile Business Data. Encyclopedia of Information Science and Technology (II) 2005: 698-702

Richi Nayak: Wireless Technologies to Enable Electronic Business. Encyclopedia of Information Science and Technology (V) 2005: 3101-3105

Richi Nayak, Fu Bo Xia: Automatic integration of Heterogenous XML-schemas. iiWAS 2004

Richi Nayak, Cindy Tong: Applications of Data Mining in Web Services. WISE 2004: 199-205

Richi Nayak, Rebecca Witt, Anton Tonev: Data Mining and XML Documents. International Conference on Internet Computing 2002: 660-666