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publications

N. Griffiths and S. S. Anand, The Impact of Social Placement of Non-Learning Agents on Convention Emergence, in Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012), 2012, to appear.

S. S. Anand, N. E. Griffiths. A Market-based Approach to address the New Item problem, RecSys 2011.

S. S. Anand, A. Jhumka, K. Wade. Towards the Ordering of Events from Multiple Textual Evidence Sources, IJDCF, 2011

M. Leeke, S. Arif, A. Jhumka, S.S. Anand. A Methodology for the Generation of Efficient Error Detection Mechanisms, To Appear, Proceedings of the 40th IEEE International Conference on Dependable Systems and Networks, 2011.

N. Landia and S. S. Anand. Personalised Tag Recommendation. RecSys09 Workshop on Recommender Systems and the Social Web, October, 2009

S. Lombardi, S. S. Anand and M. Gorgoglione. Context and Customer Behavior in Recommendation. RecSys09 Workshop on Context and Recommender Systems, October 2009

T. Li and S. S. Anand. Exploiting Domain Knowledge by Automated Taxonomy Generation in Recommender Systems. 10th International Conference on Electronic Commerce and Web Technologies, August, 2009

G. K. Williams, S. S. Anand. Predicting the Polarity Strength of Adjectives Using WordNet. AAAI International Conference on Weblogs and Social Media, May 2009.  

T. Li and S. S. Anand: Labeling Nodes of Automatically Generated Taxonomy for Multi-type Relational Datasets. DaWaK 2008: 317-326

T. Li and S. S. Anand. HIREL: An Incremental Clustering Algorithm for Multi-Type Relational Datasets, Proceddings of ICDM 2008.

T. Li and S. S. Anand. Automated Taxonomy Generation for Summarizing Multi-type Relational Datasets. In Proceedings of DMIN’08 joint with WORLDCOMP’08. Las Vegas, USA, 2008.

T. Li and S. S. Anand. Multi-type Relational Clustering Approaches: Current State-of-the-Art and New Directions. In Proceeding of the International Conference on Intelligent Systems and Networks (IISN-2008), India, 2008.

A. Bhalerao, A. Patanaik, S. S. Anand, P. Saravanan. Robust Detection of Microaneurysms for Sight Threatening Retinopathy Screening. IEEE Sixth Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP 08). India, December 2008.

A. Bhalerao,S. S. Anand and P. Saravanan. Retinal Fundus Image Constrast Normalization using Mixture of Gaussians. Imaging the Eye IV: Technologies and Clinical pplications. The Institute of Physics, May 2008.

A. Bhalerao, S. S. Anand and P. Saravanan. Retinal Fundus Image Constrast Normalization using Mixture of Gaussians. The 42nd Asilomar Conference on Signals, Systems and Computers. Monterey, October 2008.

Sarabjot S. Anand, Marko Grobelnik, Frank Herrmann, Mark F. Hornick, Christoph Lingenfelder, Niall Rooney, Dietrich Wettschereck: Knowledge discovery standards. Artif. Intell. Rev. 27(1): 21-56 (2007)

S. S. Anand, P. Kearney, M. Shapcott. Generating Semantically Enriched User Profiles for Web Personalization, ACM Transactions on Internet Technology, Vol. 7, No. 4, 2007

T. Li, S. S. Anand. DIVA: A Variance-based Clustering Approach for Multi-type Relational Data. Proceedings of the 16th ACM Conference on Information and Knowledge Management, Portugal, November, 2007

S. S. Anand and B. Mobasher. Contextual recommendation. In B. Berendt, A. Hotho, D. Mladenic, and G. Semeraro(editors), From Web to Social Web: Discovering and Deploying User and Content Profiles, LNAI 4737, pages 142–160, Springer-Verlag, September 2007.

P. Kearney, M. Shapcott, S. S. Anand, D. Patterson. Evaluating the Use of Semantics in Collaborative Recommender Systems: A User Study, Intelligent Techniques for Web Personalization and Recommender Systems in E-Commerce, AAAI Technical Report WS-07-08, 2007

S. S. Anand. Putting the User in Context, ECML Workshop on Ubiquitous Knowledge Discovery for Users, 2006

M. Eirinaki, J. Vlachakis and S. S. Anand. IKUM: An Integrated Web Personalization Platform Based on Content Structures and User Behavior, pp. 272-288, In B. Mobasher, S. S. Anand (ed.) Intelligent Techniques for Web Personalization, Lecture Notes in Computer Science, Volume 3169, 2005

S. S. Anand, B. Mobasher. Intelligent Techniques for Web Personalization, pp. 1-37, In B. Mobasher, S. S. Anand (ed.) Intelligent Techniques for Web Personalization, Lecture Notes in Computer Science, Volume 3169, 2005

Bamshad Mobasher, Sarabjot S. Anand: Intelligent Techniques for Web Personalization, IJCAI 2003 Workshop, ITWP 2003, Acapulco, Mexico, August 11, 2003, Revised Selected Papers Springer 2005

P. Kearney, S. S. Anand, C. M. Shapcott. Employing a domain ontology for gaining insights into user behaviour, 3rd Workshop on Intelligent Techniques in Web Personalization, held in conjunction with IJCAI, 2005

S. S. Anand, M. D. Mulvenna, K. Chavelier. On the deployment of Web Usage Mining, Lecture Notes in Artificial Intelligence, Vol. 3209, pp. 23-42, Berendt, B.; Hotho, A.; Mladenic, D.; van Someren, M.; Spiliopoulou, M.; Stumme, G. (Eds.) 2004

N. Rooney, D. Patterson, A. Tsymbal, S. Anand. Random subspacing for regression ensembles, In: Valerie Barr, Zdravko Markov (eds.), Proc. 17th Int. Conf. on Artificial Intelligence FLAIRS’2004, AAAI Press, 2004, pp. 532-527.

N. Rooney, D. Patterson, S. S. Anand, A. Tsymbal, Dynamic integration of regression models, In: Proc. 5th Int. Workshop on Multiple Classifier Systems MCS’2004, Tanka Village, Cagliari, Italy, Lecture Notes in Computer Science, Vol. 3181, Springer-Verlag, 2004, pp. 164-173.

J. Vlachakis, M. Eirinaki, S. S. Anand. IKUM: An Integrated Web Personalization Platform Based on Content Structures and Usage Behavior, IJCAI Workshop on Intelligent Techniques in Web Personlisation, August, 2003

D. Patterson, N. Rooney, M. Galushka, S. S. Anand: Towards Dynamic Maintenance of Retrieval Knowledge in CBR. FLAIRS Conference 2002: 126-131

S. S. Anand, P. Hamilton, J. G. Hughes, D. A. Bell. On Prognostic Models, Artificial Intelligence and Censored Observations, Methods of Information in Medicine, Vol. 40, pp. 18-24, 2001.

David W. Patterson, Sarabjot S. Anand, John G. Hughes: Skill Refinement through Competence Feedback. FLAIRS Conference 2001: 394-401

S. S. Anand, M. Baumgarten, K. Bradley, J. Gonzalez-Olalla, N. Rooney, M. Galushka. Personalising Customer Interactions using Knowledge Mined from Behavioural Logs, Proceedings of e-Business and e-Work Conference, Venice, October, 2001

M. D. Mulvenna, T. de Bree, S. S. Anand & A. G. Büchner. “Personalizing Financial Interactions on The Net: Technology and Scope”, 10th Annual Conference of the Arab Academy for Banking & Financial Services, Amman, Hashemite Kingdom of Jordan, April 2001

M.D. Mulvenna, S. S. Anand, and A. G. Büchner. Personalization on the Net using Web Mining, Editors for Communications of the ACM Special Section, August 2000.

A.G. Büchner, M. Baumgarten, S.S. Anand, M.D. Mulvenna, J.G. Hughes. Navigation Pattern Discovery from Internet Data, B. Masand, M. Spiliopoulou (eds.) Advances in Web Usage Analysis and User Profiling, Lecturer Notes in Computer Science, Springer-Verlag, 2000.

M. D. Mulvenna, S. S. Anand, A. G. Büchner, M. Baumgarten, R. Böhm, Z. Neuman. “Web Intelligence: Analysis, Representation & Deployment”, In: P.T. Kidd and B. Stanford-Smith (eds.). E-business: Key Issues, Applications and Technologies, IOS Press, pp. 789-793, 2000

M. D. Mulvenna, T. de Bree, S. S. Anand, A. G. Buchner, M. Baumgarten. Personalising Financial Transactions using Web Mining, 5th International Conference on Artificial Intelligence & Emerging Technologies in Accounting, Finance & Tax, Huelva, Spain, 2-3 November 2000

M. D. Mulvenna, S. S. Anand, A. G. Büchner, M. Baumgarten, R. Böhm, Z. Neuman. Web Intelligence: Analysis, Representation & Deployment, EBEW-2000, Madrid, 2000

S. S. Anand, M. Baumgarten, A. G. Büchner., M. D. Mulvenna. Gaining Insights into Web Customers using Web Intelligence, PAIS-2000, Berlin, 2000

M.D. Mulvenna, S. S. Anand, A. G. Büchner, R. Böhm, M. Baumgarten. Applying Web Intelligence, ICEC-2000, Seoul, Korea, August, 2000

M. D. Mulvenna, A. G. Büchner, S. S. Anand., M. Baumgarten, R. Böhm. Web Intelligence & Representation of Mined Knowledge, INFORMS-2000, Salt Lake City, Utah, USA, May 2000

A.G. Büchner, M. Baumgarten, M. D. Mulvenna, R. Böhm, S. S. Anand. Data Mining and XML: Current and Future Issues, 1st International Conference on Web Information Systems Engineering (IDS-2000), Hong Kong, pp.127-131, 2000 (Best Paper Award)

H. Zheng, S. S. Anand, J. G. Hughes, N. D. Black. Methods for Clustering Mass Spectrometry Data in Drug Development, IDAMAP-2000, Berlin, August, 2000.

A. E. Smith, S. S. Anand. Patient Survival Estimation with Multiple Variables: Adaptation of Cox's Regression to give an Individual's Prediction, IDAMAP-2000, August 2000.

S. S. Anand, A. E. Smith, P. Hamilton, J. S. Anand, J. G. Hughes, P. Bartel. An Evaluation of Intelligent Prognostic Systems for Colorectal Cancer, Artificial Intelligence in Medicine, Vol. 15 (2), pp. 193-214, 1999.

S. S. Anand and Alex Buchner. Database Marketing and Web Mining, Handbook of Data Mining and Knowledge Discovery, 1999.

W. J. McCluskey, S. S. Anand. The Application of Intelligent Hybrid Techniques for Mass Appraisal of Residential Properties, Journal of Property Investment and Finance, Vol. 17 No. 3, pp.218-238, 1999.

A.G. Büchner, M.D. Mulvenna, S.S. Anand, J.G. Hughes. An Internet-enabled Knowledge Discovery Process (best paper award), Proc. 9th Int’l. Database Conf., Hong Kong, 13‑27, July 1999.

S. S. Anand, J. G. Hughes, D. A. Bell, P. Hamilton. Utilising Censored Neighbours in Prognostication, AIMDM’99 Workshop on Prognostic Models in Medicine: Artificial Intelligence and Decision Analytic Approaches, pp. 15-20, Aalborg, 1999.

A.G. Büchner, M. Baumgarten, S.S. Anand, M.D. Mulvenna, J.G. Hughes. Navigation Pattern Discovery from Internet Data, ACM Workshop on Web Usage Analysis and User Profiling (WebKDD) San Diego, CA, pp. 25‑30, 1999.

D. Patterson, S. S. Anand, W. Dubitzky, J. G. Hughes. Towards Automated Case Knowledge Discovery in the M2 Case-based Reasoning System, Knowledge and Information Systems Journal, 1998.

S. S. Anand, A. R. Patrick, J. G. Hughes, D. A. Bell. A Data Mining Methodology for Cross Sales, Knowledge-based systems journal, Vol. 10, Issue 7, May, 1998

S. S. Anand, J. G. Hughes, D. A. Bell. Towards the Handling of Uncertainty in Knowledge Discovery in Databases, Knowledge Management in Fuzzy Databases, Springer-Verlag, 1998

S. S. Anand, D. Patterson, J. G. Hughes. Knowledge Intensive Exception Spaces, Proceedings of AAAI-98, pp. 574 - 579.

S. S. Anand, J. G. Hughes. Hybrid Data Mining Systems: The Next Generation, Proceedings of 2nd Pacific-Asia Conference in Knowledge Discovery and Data Mining, 1998.

S. S. Anand, D. Patterson, J. G. Hughes, D. A. Bell. Discovering Case Knowledge using Data Mining, Proceedings of 2nd Pacific-Asia Conference in Knowledge Discovery and Data Mining, 1998.

W. McCluskey, S. S. Anand, R. Borst. The Application of Hybrid Intelligent Appraisal Techniques within the field of Comparable Sales Analysis, International Association of Assessing Officers Annual Conference, 1998

S. S. Anand, P. Hamilton, A. Smith, J. G. Hughes. Intelligent Systems for the Prognosis of Colorectal Cancer Patients, Proceedings of CESA'98, Special Session on Intelligent Prognostic Systems, April, 1998

D. Patterson, W. Dubitzky, S. S. Anand, J. G. Hughes. On the Automation of Case Base Development from Large Databases, Working Notes of the AAAI Workshop on CBR Integrations, AAAI-98.

W. J. McCluskey, D. McFall, K. Dyson, S. S. Anand. A Neural Network Approach to the Mass Appraisal of Residential Property: A Northern Ireland Case Study, in Computer Assisted Mass Appraisal System ed. W. J. McCluskey, Gower Publishers, 1997.

S. S. Anand, B. W. Scotney, M. G. Tan, S. I. McClean, D. A. Bell, J. G. Hughes, I. C. Magill. Designing a Kernel for Data Mining, IEEE Expert, Pg. 65 - 74, April, 1997

A.G. Buchner, S.S. Anand, J.G. Hughes. Data Mining in Manufacturing Environments: Goals, Techniques and Applications, in Studies in Informatics and Control, 6(4), ISSN 1220-1766, pp. 319-328, 1997.

W. J. McCluskey, K. Dyson, S. S. Anand and D. McFALL. The Mass Appraisal of Residential Property in Northern Ireland, Computer Assisted Mass Appraisal : An International Review, Pub. Ashgate, ISBN 1-85972-089-7, pp59-78, 1997.

S. S. Anand, J. G. Hughes, D. A. Bell, A. R. Patrick. Tackling the Cross-Sales Problem using Data Mining, Proceedings of the 1st Pacific-Asia Conference in Knowledge Discovery and Data Mining, 1997

S. S. Anand, D. A. Bell, J. G. Hughes. A General Framework for Database Mining based on Evidential Theory, Data and Knowledge Engineering Journal, Vol. 18, Pg. 189 - 223, 1996

W. McCluskey, K. Dyson, D. McFall, S. S. Anand. Mass Appraisal for Property Taxation: An Artificial Intelligence Approach, Australian Land Economics Review, Vol. 2, No. 1, 1996

S. S. Anand, D. A. Bell, J. G. Hughes. Aspects of Uncertainty Handling for Knowledge Discovery in Databases, Proceedings of the International Conference on Information Processing and Management of Uncertainty, July, 1996

S. S. Anand, A. G. Büchner, D. A. Bell, J. G. Hughes. Real-World Data Mining, Workshop on Data Mining in Real-World Databases, International Conference on Practical Aspects of Knowledge Management, Basel, October, 1996.

S. S. Anand, D. A. Bell, J. G. Hughes. Experiences with the Ingres Search Accelerator for a Large Property Management Database System, Ingenuity - The ICL Technical Journal, May, 1995.

S. S. Anand, D. A. Bell, J. G. Hughes. The Role of Domain Knowledge in Data Mining, Proceedings of the 4th International ACM Conference on Information and Knowledge Management (ACM CIKM’95), Pg. 37 - 43, November, 1995

S. S. Anand, C. M. Shapcott, D. A. Bell, J. G. Hughes. Evidential Techniques for Parallel Database Mining, Proceedings of the Conference on High Performance Computing and Networking, Milan, 1995

S. S. Anand, C. M. Shapcott, D. A. Bell, J. G. Hughes. Data Mining in Parallel, WOTUG Conference, Manchester, March, 1995.

S. S. Anand, D. A. Bell, J. G. Hughes. An Empirical Performance Study of the Ingres Search Accelerator for a Large Property Management Database System, Proceedings of the 20th VLDB Conference, September, pp. 676-685,1994.

S. S. Anand, D. A. Bell, J. G. Hughes. Database Mining in the Architecture of a Semantic Query Pre-Processor for State-Aware Query Optimization, AAAI-94 Workshop on Knowledge Discovery in Databases, July, 1994.

D. A. Bell, S. S. Anand, C. M. Shapcott. Database Mining in Spatial Databases, International Workshop on Spatio-Temporal Databases, June, 1994.