Publications by Kimmo Raivio

2010

38Kimmo Raivio, Jaakko Peltonen, and Leila Koivisto, editors. Biennial Report of the Adaptive Informatics Research Centre 2008-2009. Department of Information and Computer Science, Aalto University School of Science and Technology. Yliopistopaino, 2010.
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37Kimmo Raivio. Neuraalilaskenta, pages 115–123. WSOY, 2010.
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2008

36Pasi Lehtimäki and Kimmo Raivio. Combining measurement data and Erlang-B formula for blocking prediction in GSM networks. In Proceedings of The 10th Scandinavian Conference on Artificial Intelligence (SCAI), pages 98–105, Stockholm, Sweden, May 26 - 28 2008.
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35Mikko Multanen, Kimmo Raivio, and Pasi Lehtimäki. Outlier detection in cellular network data exploration. In Proceedings of the 22nd International Conference on Advanced Information Networking and Applications (AINA), 3rd International Workshop on Performance Analysis and Enhancement of Wireless Networks (PAEWN), pages 1323–1328, Okinawa, Japan, March 25 - 28 2008.
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34Kimmo Raivio, Ricardo Vigário, and Leila Koivisto, editors. Biennial Report of the Laboratory of Computer and Information Science 2006-2007. Laboratory of Computer and Information Science, Helsinki University of Technology. Yliopistopaino, 2008.
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33Jaana Laiho, Albert Höglund, Kimmo Raivio, Jukka Henriksson, Kimmo Hätönen, Ari Hämäläinen, and Olli Simula. Method for configuring a network by defining clusters, 2008. EP1374486.
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2006

32Kimmo Raivio. Analysis of soft handover measurements in 3G network. In Proceedings of the 9th ACM Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, pages 330–337, Torremolinos, Malaga, Spain, October 2 - 6 2006.
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31Mikko Multanen, Pasi Lehtimäki, and Kimmo Raivio. Hierarchical analysis of GSM network performance data. In Proceedings of the European Symposium on Artificial Neural Networks (ESANN), pages 449–454, Bruges, Belgium, April 26 - 28 2006. Poster.
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30Ville Könönen, Kimmo Raivio, Ricardo Vigário, and Leila Koivisto, editors. Biennial Report of the Laboratory of Computer and Information Science 2004-2005. Laboratory of Computer and Information Science, Helsinki University of Technology. Yliopistopaino, 2006.
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2005

29Pasi Lehtimäki and Kimmo Raivio. A knowledge-based model for analyzing GSM network performance.. In Proceedings of The 6th International Symposium on Intelligent Data Analysis (IDA), pages 204–215, Madrid, Spain, September 8 - 10 2005. Poster.
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28Pasi Lehtimäki and Kimmo Raivio. A SOM based approach for visualization of GSM network performance data. In Proceedings of The 18th International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems (IEA/AIE), pages 588–598, Bari, Italy, June 22 - 25 2005.
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27Jaana Laiho, Kimmo Raivio, Pasi Lehtimäki, Kimmo Hätönen, and Olli Simula. Advanced analysis methods for 3G cellular networks. IEEE Transactions on Wireless Communications, 4(3):930–942, May 2005.
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2004

26Mikko Kylväjä, Kimmo Hätönen, Pekka Kumpulainen, Jaana Laiho, Pasi Lehtimäki, Kimmo Raivio, and Pekko Vehviläinen. Trial report on self-organizing map based analysis tool for radio networks. In Proceedings of the Vehicular Technology Conference, Milan, Italy, May 2004.
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2003

25Pasi Lehtimäki, Kimmo Raivio, and Olli Simula. Self-organizing operator maps in complex system analysis. In Proceedings of the Joint 13th International Conference on Artificial Neural Networks and 10th International Conference on Neural Information Processing, pages 622–629, Istanbul, Turkey, June 26-29 2003.
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24Kimmo Raivio, Olli Simula, Jaana Laiho, and Pasi Lehtimäki. Analysis of mobile radio access network using the self-organizing map. In Proceedings of the International Symposium on Integrated Network Management, pages 439–451, Colorado Springs, Colorado, USA, March 24 - 28 2003.
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2002

23Pasi Lehtimäki, Kimmo Raivio, and Olli Simula. Mobile radio access network monitoring using the self-organizing map. In Proceedings of European Symposium on Artificial Neural Networks, pages 231–236, Bruges, Belgium, April 24 - 26 2002.
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22Jaana Laiho, Kimmo Raivio, Pasi Lehtimäki, Kimmo Hätönen, and Olli Simula. Advanced analysis methods for 3G cellular networks. Technical Report A65, Helsinki University of Technology, Laboratory of Computer and Information Science, 2002.
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2001

21Kimmo Raivio, Olli Simula, and Jaana Laiho. Neural analysis of mobile radio access network. In IEEE International Conference on Data Mining, pages 457–464, San Jose, California, USA, November 29 - December 2 2001.
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1999

20Kimmo Raivio. Receiver Structures Based on Self-Organizing Maps. Doctoral dissertation, Acta Polytechnica Scandinavica, Mathematics, Computing and Management in Engineering Series No. 96, Helsinki University of Technology, 1999.
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1998

19Kimmo Raivio, Jukka Henriksson, and Olli Simula. Neural detection of QAM signal with strongly nonlinear receiver. Neurocomputing, 21:159–171, October 1998.
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1997

18Kimmo Raivio, Ari Hämäläinen, Jukka Henriksson, and Olli Simula. Performance of two neural receiver structures in the presence of co-channel interference. In Proceedings of the International Conference on Neural Networks, volume 4, pages 2080–2084, Houston, Texas, USA, June 9-12 1997.
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17Kimmo Raivio, Jukka Henriksson, and Olli Simula. Neural receiver structures based on self-organizing maps in nonlinear multipath channels. In Proceedings of the International Workshop on Applications of Neural Networks to Telecommunications, pages 241–247, Melbourne, Australia, June 9-11 1997.
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16Kimmo Raivio, Jukka Henriksson, and Olli Simula. Neural detection of QAM signal with strongly nonlinear receiver. In Proceedings of the Workshop on Self-Organizing Maps, pages 20–25, Espoo, Finland, June 4 - 6 1997.
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15Jukka Henriksson and Kimmo Raivio. Method and circuit arrangement for processing a signal containing interference, 1997. Finnish Patent 98177, US patent 6754293, EP0746097.
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1995

14Kimmo Raivio, Jukka Henriksson, and Olli Simula. Neural detection of QAM modulation in the presence of interference. In Proceedings of the International Conference on Neural Networks, volume 4, pages 1566–1569, Perth, Australia, Nov 27 - Dec 1 1995.
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13Kimmo Raivio, Jukka Henriksson, and Olli Simula. Interference cancellation for PAM modulation using neural networks. In Proceedings of the Finnish Signal Processing Symposium, pages 50–54, Espoo, Finland, June 2 1995.
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1994

12Kimmo Raivio and Teuvo Kohonen. Detection of nonlinearly distorted and two-path propagated signals using SOM-based equalizers. In Proceedings of the International Conference on Artificial Neural Networks, volume 2, pages 1037–1040, Sorrento, Italy, May 26-29 1994.
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1993

11Kimmo Raivio and Teuvo Kohonen. Detection of nonlinearly distorted and two-path propagated signals using a neural network based equalizer. In XIX Convention on Radio Science, Abstract of Papers, pages 11–12, Espoo, Finland, October 25-26 1993.
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10Kimmo Raivio. Detection of nonlinearly distorted and multipath propagated signals using Self-Organizing Maps. Licentiate's thesis, Helsinki University of Technology, Espoo, Finland, 1993.
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1992

9Teuvo Kohonen, Kimmo Raivio, Olli Simula, and Jukka Henriksson. Start-up behaviour of a neural network assisted decision feedback equaliser in a two-path channel. In Proceedings of the International Conference on Communications, pages 1523–1527, Chicago, USA, June 14-18 1992.
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8Jukka Henriksson, Kimmo Raivio, and Teuvo Kohonen. Receiving method and receiver for discrete signals, 1992. Finnish Patent 85548, US Patent 5,233,635, Australian Patent 636494, EP0465851.
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1991

7Kimmo Raivio, Olli Simula, and Jukka Henriksson. Improving decision feedback equaliser performance using neural networks. Electronic Letters, 27(23):2151–2153, November 1991.
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6Teuvo Kohonen, Kimmo Raivio, Olli Simula, and Jukka Henriksson. Performance evaluation of self-organizing map based neural equalizers in dynamic discrete-signal detection. In Proceedings of the International Conference on Artificial Neural Networks, volume 2, pages 1677–1680, Espoo, Finland, June 1991.
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1990

5Teuvo Kohonen, Kimmo Raivio, Olli Simula, Olli Ventä, and Jukka Henriksson. Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection. In Proceedings of the International Joint Conference on Neural Networks, volume 1, pages 223–228, San Diego, USA, June 1990.
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4Kimmo Raivio. Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection. Master's thesis, Helsinki University of Technology, Espoo, Finland, 1990.
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3Teuvo Kohonen, Kimmo Raivio, Olli Simula, Olli Ventä, and Jukka Henriksson. An adaptive discrete-signal detector based on Self-Organizing Maps. In Proceedings of the International Joint Conference on Neural Networks, volume 2, pages 249–252, Washington D.C., USA, January 1990.
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1989

2Kari Torkkola and Kimmo Raivio. Dynamically expanding context vs. multi-layered networks in correction of phoneme strings. In Proc. of Expersys, pages 333–337, Paris, France, October 1989.
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1Kari Torkkola and Kimmo Raivio. Comparison of symbolic and connectionist approaches to eliminate coarticulation effects in phonemic speech recognition. In Proceedings of the European Conference on Speech Communication and Technology (Eurospeech89), volume 1, pages 9–12, Paris, France, September 1989.
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