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Article
Borges, J. and Levene, Mark (2010) A comparison of scoring metrics for predicting the next navigation step with Markov model-based systems. International Journal of Information Technology & Decision Making 09 (04), pp. 547-573. ISSN 0219-6220.
Borges, J. and Levene, Mark (2004) An average linear time algorithm for web data mining. International Journal of Information Technology and Decision Making 3 (2), pp. 307-320. ISSN 0219-6220.
Levene, Mark and Borges, J. and Loizou, George (2001) Zipf's Law for web surfers. Knowledge and Information Systems 3 (1), pp. 120-129. ISSN 0219-1377.
Borges, J. and Levene, Mark (2000) A fine grained heuristic to capture web navigation patterns. SIGKDD Explorations 2 (1), pp. 40-50.
Book Section
Borges, J. and Levene, Mark (2008) Variable length Markov chains for web usage mining. In: Wang, J. (ed.) Encyclopedia of Data Warehousing and Mining, Second Edition. Hershey, USA: IGI Global, pp. 2031-2035. ISBN 9781605660103.
Borges, J. and Levene, Mark (2005) Generating dynamic higher-order Markov models in web usage mining. In: Jorge, A.M. and Torgo, L. and Brazdil, P. and Camacho, R. and Gama, J. (eds.) Knowledge Discovery in Databases: PKDD 2005. Lecture Notes in Computer Science 3721. Berlin, Germany: Springer, pp. 34-45. ISBN 9783540292449.