| WUM: A Tool for Web Utilization Analysis M Spiliopoulou, LC Faulstich International Workshop on the World Wide Web and Databases, 184-203, 1998 | 544* | 1998 |
| A survey of temporal knowledge discovery paradigms and methods JF Roddick, M Spiliopoulou IEEE Transactions on Knowledge and data engineering 14 (4), 750-767, 2002 | 539 | 2002 |
| Web usage mining for web site evaluation M Spiliopoulou Communications of the ACM 43 (8), 127-134, 2000 | 472 | 2000 |
| A framework for the evaluation of session reconstruction heuristics in web-usage analysis M Spiliopoulou, B Mobasher, B Berendt, M Nakagawa Informs journal on computing 15 (2), 171-190, 2003 | 445 | 2003 |
| Analysis of navigation behaviour in web sites integrating multiple information systems B Berendt, M Spiliopoulou The VLDB journal 9 (1), 56-75, 2000 | 334 | 2000 |
| A bibliography of temporal, spatial and spatio-temporal data mining research JF Roddick, M Spiliopoulou ACM SIGKDD Explorations Newsletter 1 (1), 34-38, 1999 | 306* | 1999 |
| Monic: modeling and monitoring cluster transitions M Spiliopoulou, I Ntoutsi, Y Theodoridis, R Schult Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006 | 305 | 2006 |
| A data miner analyzing the navigational behaviour of web users M Spiliopoulou, LC Faulstich, K Winkler Proc. of the Workshop on Machine Learning in User Modelling of the ACAI99, 1999 | 258 | 1999 |
| Data mining for measuring and improving the success of web sites M Spiliopoulou, C Pohle Applications of Data Mining to Electronic Commerce, 85-114, 2001 | 218 | 2001 |
| Open challenges for data stream mining research G Krempl, I Žliobaite, D Brzeziński, E Hüllermeier, M Last, V Lemaire, ... ACM SIGKDD explorations newsletter 16 (1), 1-10, 2014 | 206 | 2014 |
| Improving the effectiveness of a web site with web usage mining M Spiliopoulou, C Pohle, LC Faulstich International Workshop on Web Usage Analysis and User Profiling, 142-162, 1999 | 190 | 1999 |
| The impact of site structure and user environment on session reconstruction in web usage analysis B Berendt, B Mobasher, M Nakagawa, M Spiliopoulou International workshop on mining web data for discovering usage patterns and …, 2002 | 173 | 2002 |
| Measuring the accuracy of sessionizers for web usage analysis B Berendt, B Mobasher, M Spiliopoulou, J Wiltshire Workshop on Web Mining at the First SIAM International Conference on Data …, 2001 | 163 | 2001 |
| Mining and visualizing the evolution of subgroups in social networks T Falkowski, J Bartelheimer, M Spiliopoulou 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main …, 2006 | 161 | 2006 |
| An updated bibliography of temporal, spatial, and spatio-temporal data mining research JF Roddick, K Hornsby, M Spiliopoulou International Workshop on Temporal, Spatial, and Spatio-Temporal Data Mining …, 2000 | 153 | 2000 |
| The laborious way from data mining to web log mining M Spiliopoulou Computer Systems Science and Engineering 14 (2), 113-126, 1999 | 151 | 1999 |
| The influence of incentives and culture on knowledge sharing RM Muller, M Spiliopoulou, HJ Lenz Proceedings of the 38th Annual Hawaii International Conference on System …, 2005 | 116 | 2005 |
| A roadmap for web mining: From web to semantic web B Berendt, A Hotho, D Mladenic, M Van Someren, M Spiliopoulou, ... European Web Mining Forum, 1-22, 2003 | 103 | 2003 |
| C-dbscan: Density-based clustering with constraints C Ruiz, M Spiliopoulou, E Menasalvas International workshop on rough sets, fuzzy sets, data mining, and granular …, 2007 | 98 | 2007 |
| Dengraph: A density-based community detection algorithm T Falkowski, A Barth, M Spiliopoulou IEEE/WIC/ACM International Conference on Web Intelligence (WI'07), 112-115, 2007 | 94 | 2007 |
