| 2007 | KDD | Finding low-entropy sets and trees from binary data. | Hannes Heikinheimo, Jouni K. Seppnen, Eino Hinkkanen, Heikki Mannila, Taneli Mielikinen |
| 2006 | DIS | Itemset Support Queries Using Frequent Itemsets and Their Condensed Representations. | Taneli Mielikinen, Pance Panov, Saso Dzeroski |
| 2006 | ICDM | What is the Dimension of Your Binary Data? | Nikolaj Tatti, Taneli Mielikinen, Aristides Gionis, Heikki Mannila |
| 2006 | KDD | Assessing data mining results via swap randomization. | Aristides Gionis, Heikki Mannila, Taneli Mielikinen, Panayiotis Tsaparas |
| 2006 | KDD | Cryptographically private support vector machines. | Sven Laur, Helger Lipmaa, Taneli Mielikinen |
| 2006 | KDD | Aggregating time partitions. | Taneli Mielikinen, Evimaria Terzi, Panayiotis Tsaparas |
| 2005 | ICCSA | Sinogram Denoising of Cryo-Electron Microscopy Images. | Taneli Mielikinen, Janne Ravantti |
| 2005 | ICDM | Mining Chains of Relations. | Foto N. Afrati, Gautam Das, Aristides Gionis, Heikki Mannila, Taneli Mielikinen, Panayiotis Tsaparas |
| 2005 | ICICS | Private Itemset Support Counting. | Sven Laur, Helger Lipmaa, Taneli Mielikinen |
| 2004 | DaWaK | Inductive Databases as Ranking. | Taneli Mielikinen |
| 2004 | DIS | Tiling Databases. | Floris Geerts, Bart Goethals, Taneli Mielikinen |
| 2004 | DIS | Privacy Problems with Anonymized Transaction Databases. | Taneli Mielikinen |
| 2004 | ICCS | The Computational Complexity of Orientation Search in Cryo-Electron Microscopy. | Taneli Mielikinen, Janne Ravantti, Esko Ukkonen |
| 2004 | ICISC | On Private Scalar Product Computation for Privacy-Preserving Data Mining. | Bart Goethals, Sven Laur, Helger Lipmaa, Taneli Mielikinen |
| 2004 | PAKDD | Separating Structure from Interestingness. | Taneli Mielikinen |
| 2004 | SSDBM | Discovery of Serial Episodes from Streams of Events. | Taneli Mielikinen |
| 2003 | DIS | Chaining Patterns. | Taneli Mielikinen |
| 2003 | ICDM | Change Profiles. | Taneli Mielikinen |
| 2001 | FCT | The Complexity of Maximum Matroid-Greedoid Intersection. | Taneli Mielikinen, Esko Ukkonen |