| 2008 | 
| 12 | EE | Marko Salmenkivi:
Co-location Patterns, Interestingness Measures.
Encyclopedia of GIS 2008: 107-111 | 
| 11 | EE | Marko Salmenkivi:
Frequent Itemset Discovery.
Encyclopedia of GIS 2008: 322-323 | 
| 10 | EE | Marko Salmenkivi:
Frequent Pattern.
Encyclopedia of GIS 2008: 323 | 
| 2007 | 
| 9 | EE | Saara Hyvönen,
Esa Junttila,
Marko Salmenkivi:
Pre-processing Large Spatial Data Sets with Bayesian Methods.
PKDD 2007: 498-505 | 
| 2006 | 
| 8 | EE | Marko Salmenkivi:
Efficient Mining of Correlation Patterns in Spatial Point Data.
PKDD 2006: 359-370 | 
| 2005 | 
| 7 |   | Marko Salmenkivi,
Heikki Mannila:
Piecewise Constant Modeling of Sequential Data Using Reversible Jump Markov Chain Monte Carlo.
Data Mining in Bioinformatics 2005: 85-103 | 
| 6 | EE | Marko Salmenkivi,
Heikki Mannila:
Using Markov chain Monte Carlo and dynamic programming for event sequence data.
Knowl. Inf. Syst. 7(3): 267-288 (2005) | 
| 2004 | 
| 5 | EE | Marko Salmenkivi:
Evaluating Attraction in Spatial Point Patterns with an Application in the Field of Cultural History.
ICDM 2004: 511-514 | 
| 4 |   | Juha Makkonen,
Helena Ahonen-Myka,
Marko Salmenkivi:
Simple Semantics in Topic Detection and Tracking.
Inf. Retr. 7(3-4): 347-368 (2004) | 
| 2003 | 
| 3 | EE | Juha Makkonen,
Helena Ahonen-Myka,
Marko Salmenkivi:
Topic Detection and Tracking with Spatio-Temporal Evidence.
ECIR 2003: 251-265 | 
| 2002 | 
| 2 |   | Marko Salmenkivi,
Juha Kere,
Heikki Mannila:
Genome segmentation using piecewise constant intensity models and reversible jump MCMC.
ECCB 2002: 211-218 | 
| 2001 | 
| 1 | EE | Heikki Mannila,
Marko Salmenkivi:
Finding simple intensity descriptions from event sequence data.
KDD 2001: 341-346 |