List of publications

Marko Salmenkivi

• Saara Hyvönen, Antti Leino and Marko Salmenkivi,
  Multivariate analysis of Finnish dialect data - an overview of lexical variation.
  Literary & Linguistic Computing 22 (3), 271-290, September 2007.
  
  
• Saara Hyvönen, Esa Junttila, and Marko Salmenkivi,
  Pre-processing large spatial data sets with Bayesian methods.
  In Proc.of 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-07), pages 498-505. Warsaw, September 2007.
  
  
• Marko Salmenkivi,
  Interestingness measures for spatial co-location patterns.
  In: Shashi Shekhar and Hui Xiong (Eds.): Encyclopedia of GIS. Springer-Verlag, Berlin Heidelberg, 2007.
  
  
• Esa Junttila and Marko Salmenkivi,
  Modeling missing data with Markov random fields in large data sets.
  In Proc. of 1st IADIS European Conference on Data Mining (ECDM'07), Lisbon, July 2007.
  
  
• Marko Salmenkivi,
  Efficient mining of correlation patterns in spatial point data.
  In Proc.of 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-06), pages 359-370. Berlin, September 2006.
  
  
• Marko Salmenkivi and Heikki Mannila,
  Using Markov chain Monte Carlo and dynamic programming for event sequence data.
  Knowledge and Information Systems 7(3),267-288. Springer-Verlag London Ltd, March 2005.
  
  
• Marko Salmenkivi and Heikki Mannila,
  Piecewise constant modeling of sequential data using reversible jump Markov chain Monte Carlo.
  Chapter 5 (pages 85-103) in Wang, J., Zaki, M. J., Toivonen, H., Shasha, D.(Eds.), Data Mining in Bioinformatics, Springer-Verlag London Ltd., 2005.
  
  
• Marko Salmenkivi,
  Finding representative sets of dialect words for geographical regions.
  In Proceedings of 5th International Conference on Language Resources and Evaluation (LREC 2006), pages 1980-1985, Genoa, Italy, May 2006.
  
  
• Marko Salmenkivi, Risto Pulkkinen, Heikki Tuominen,
  Leksikaalisten ja syntaktisten nimenosien yleisyydestä ja levinneisyydestä peruskartan paikannimistössä.
  (The Frequency and Distribution of Lexical and Syntactical Components in Place names in the Standard Map Series of Finland, abstract in English).
  Virittäjä 110 (2), 190-228, 2006.
  
  
• Antti Leino, Saara Hyvönen ja Marko Salmenkivi,
  Mitä murteita suomessa onkaan? Murresanaston levikin kvantitatiivista analyysiä.
  Virittäjä 110 (1), 26-45, 2006.
  
  
• Risto Pulkkinen ja Marko Salmenkivi,
  Mitä paikannimet kertovat Suomen karhusta? (What do place names tell us about Finland's bear?, abstract in English). In C. Tolley (ed.): Karhun kannoilla - in the footsteps of the bear. Proceedings of the multidisciplinary symposium "In the Footsteps of the Bear", 147-156, November 2005. Pori, Finland, 2006.
  
  
• Marko Salmenkivi, Saara Hyvönen, Antti Leino, and Heikki Tuominen,
  Computational survey of clustering in Finnish place name elements.
  In Proceedings of 22th International Conference on Onomastic Sciences (ICOS XXII), Pisa, Italy, August-September 2005 (in print).
  
  
• Risto Pulkkinen ja Marko Salmenkivi,
  Nimistöntutkimus ja data-analyysi apuna Suomen varhaisen asutuksen selvittelyssä - mahdollisuuksia ja ongelmia.
  CD-ROM -julkaisu Polku sydänmaalle - Satakunnan varhaisen lappalaisasutuksen jäljillä -seminaarin esitelmistä, joulukuu 2005.
  

2004

• Marko Salmenkivi,
  Evaluating attraction in spatial point patterns with an application in the field of cultural history.
  In Proceedings of the Fourth IEEE International Conference on Data Mining (ICDM'04), pages 511-514. Brighton, UK, November 2004
  
  
• Juha Makkonen, Helena Ahonen-Myka, and Marko Salmenkivi,
  Simple semantics in topic detection and tracking.
  Information Retrieval 7(3-4): 347-368, Kluwer Academic Publishers, September 2004.
  
  
• Risto Pulkkinen, Marko Salmenkivi, Antti Leino, and Heikki Mannila,
  What was the Finnish hiisi? Applying computational methods to the study of folk religion.
  Temenos: Nordic Journal of Comparative Religion 39-40 (2003-2004), 209-233.

2003

• Juha Makkonen, Helena Ahonen-Myka, and Marko Salmenkivi,
  Topic detection and tracking with spatio-temporal evidence.
  In Proceedings of 25th European Conference on Information Retrieval Research, 251-265, April 2003, Pisa, Italy.
  
  
• Risto Pulkkinen, Marko Salmenkivi, Antti Leino, and Heikki Mannila,
  Louhi ja Naistenmaa - kalevalaisten runojen Pohjolan sijainti peruskartan nimistön valossa.
  Sananjalka (The Year Book of Finnish Language Society) 45, 67-77, 2003.

2002

• Marko Salmenkivi, Juha Kere, and Heikki Mannila,
  Genome segmentation using piecewise constant intensity models and reversible jump MCMC.
  Bioinformatics (European Conference on Computational Biology) 18 (2), 211-218, 2002. Oxford University Press.
  
  
• Juha Makkonen, Helena Ahonen-Myka, and Marko Salmenkivi
  Applying semantic classes in event detection and tracking.
  In Proceedings of International Conference On Natural Language Processing (ICON-2002), 175-183, Mumbai, India, December 2002.
  
  
• Marko Salmenkivi, Juha Makkonen, and Helena Ahonen-Myka,
  Topic detection and tracking based on extracting words with meaning of the same type.
  Proceedings of 10th Finnish Artificial Intelligence Conference (STeP 2002), 19-30, December 2002, Oulu, Finland.

2001

• Heikki Mannila and Marko Salmenkivi,
  Finding simple intensity descriptions from event sequence data.
  Proceedings of 7th ACM SIGKDD (KDD'2001) Conference on Knowledge Discovery and Data Mining, 341-346,
  San Francisco, CA, August 2001.
  
  
• Marko Salmenkivi,
  Gene expression - a new challenge for data mining.
  Proceedings of Finnish Data Processing Week (FDPW'2000).
  Advances in Methods of Modern Information Technology. 81-93, Petrozavodsk, Russia, 2001.
  
  
• Marko Salmenkivi,
  Computational Methods for Intensity Models
  Ph.D-thesis. Department of Computer Science, University of Helsinki. Series of Publications A-2001-2.
  145 pages. Helsinki, Finland, 2001. [PostScript]

Before 2001

• Marko Salmenkivi, Jouni Seppänen, Hannu Toivonen ja Kari Vasko:
  Bassist - työkalu bayesilaiseen data-analyysiin.
  CSC 3/2000, 19-22.
  
  
• Hannu Toivonen, Heikki Mannila, Marko Salmenkivi, and Karri-Pekka Laakso,
  Specifying and simulating complex models using Bassist.
  Revista de la Real Academia de Ciencias Exactas, Fisicas y Naturales 93 (3): 375-380, 1999.
  
  
• Hannu Toivonen, Heikki Mannila, Marko Salmenkivi, and Karri-Pekka Laakso,
  Bassist - a tool for MCMC simulation of statistical models.
  In Proceedings of the Eurosim '98 Simulation Congress, 590-595, Helsinki, Finland, April 1998.
  The Federation of European Simulation Societies.
  
  
• Mervi Eerola, Heikki Mannila, and Marko Salmenkivi,
  Frailty factors and time-dependent hazards in modelling ear infections in children using Bassist.
  In Proceedings of XIII Symposium on Computational Statistics (COMPSTAT'98), 287-292, Bristol, August 1998. Physica-Verlag.
  
  
• Hannu Toivonen, Marko Salmenkivi, Heikki Mannila, Jouni Seppänen, Kari Vasko,
  Bassist (version 0.8). Technical Report C-1998-31, Department of Computer Science, University of Helsinki.
  
  
• Elja Arjas, Heikki Mannila, Marko Salmenkivi, Riikka Suramo, and Hannu Toivonen,
  BASS: Bayesian Analyzer of Event Sequences.
  In Proceedings of the XII Symposium on Computational Statistics (COMPSTAT'96), 199-204, Barcelona, Spain, August 1996. Physica-Verlag.
  
  
• Marko Salmenkivi,
  Tapahtumasarjojen mallintaminen ja posteriorijakaumaa MCMC-menetelmällä simuloivien ohjelmien automaattinen tuottaminen. M. Sc. Thesis, Technical Report C-1996-70, Department of Computer Science, University of Helsinki

Ph.D. Thesis

• Marko Salmenkivi,
  Computational Methods for Intensity Models
  Ph.D-thesis. Department of Computer Science, University of Helsinki. Series of Publications A-2001-2.
  145 pages. Helsinki, Finland, 2001. [PostScript]