Jaakko Hollmen

Senior University Lecturer

Research outputs

  1. 2011
  2. Published

    Collaborative Filtering for Coordinated Monitoring in Sensor Networks

    Toivola, J. & Hollmén, J., 2011, The ICDMW 2011 11th IEEE International Conference on Data Mining Workshops (ICDMW). IEEE Computer Society, p. 987-994

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  3. Published

    Comparative Analysis of Power Consumption in University Buildings Using envSOM

    Alonso, S., Domínguez, M., Prada, M. A., Sulkava, M. & Hollmén, J., 2011, IDA Advances in Intelligent Data Analysis X: 10th International Symposium, (IDA 2011) IDA. Gama, J., Bradley, E. & Hollmén, J. (eds.). Porto, p. 10-21

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  4. Published

    Discovery Science - Proceedings of the 14th International Conference (DS 2011)

    Elomaa, T., Hollmen, J. & Mannila, H., 2011, Espoo.

    Research output: Book/ReportAnthologyScientificpeer-review

  5. Published

    Distance Measure for Querying Arrangements of Temporal Intervals

    Kostakis, O., Papapetrou, P. & Hollmén, J., 2011, PETRA 4th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA) PETRA.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. Published

    Distance measure for querying sequences of temporal intervals

    Kostakis, O., Papapetrou, P. & Hollmén, J., 2011, 4th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2011. 40

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  7. Published

    EnvSOM: a SOM Algorithm Conditioned on the Environment for Clustering and Visualization

    Alonso, S., Sulkava, M., Prada, M. A., Domínguez, M. & Hollmén, J., 2011, WSOM Advances in Self-Organizing Maps: 8th International Conference, (WSOM 2011) WSOM. Laaksonen, J. & Honkela, T. (eds.). Espoo, p. 61-70 (Lecture Notes in Computer Science; vol. 6731).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  8. Published

    Forecasting Road Condition after Maintenance Works by Linear Methods and Radial Basis Function Networks

    Sirvio, K. & Hollmén, J., 2011, ICANN Artificial Neural Networks and Machine Learning - (ICANN 2011) ICANN. Honkela, T., Duch, W., Girolami, M. & Kaski, S. (eds.). p. 405-412

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  9. Published

    Gene Selection in Time-Series Gene Expression Data

    Adhikari, P. R., Upadhyaya, B. B., Meng, C. & Hollmén, J., 2011, PRIB The 6th IAPR Conference on Pattern Recognition in Bioinformatics (PRIB 2011) PRIB. Loog, M., Wessels, L., Reinders, M. J. T. & Ridder, D. D. (eds.). p. 145-156

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  10. Published

    Logistic Fitting Method for Detecting Onset and Cessation of Tree Stem Radius Increase

    Brewer, M. J., Sulkava, M., Mäkinen, H., Korpela, M., Nöjd, P. & Hollmén, J., 2011, IDEAL Intelligent Data Engineering and Automated Learning - (IDEAL 2011) IDEAL: 12th International Conference. Yin, H., Wang, W. & Rayward-Smith, V. (eds.). Norwich, p. 204-211 (Lecture Notes in Computer Science; vol. 6936).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  11. Published

    Model-Based Search in Large Time Series Databases

    Kotsifakos, A., Athitsos, V., Papapetrou, P., Hollmén, J. & Gunopulos, D., 2011, PETRA The 4th International Conference on Pervasive Technologies Related to Assistive Environment (PETRA 2011) PETRA. ACM

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  12. Published

    Photosynthesis, temperature and radial growth of Scots pine in northern Finland: identifying the influential time intervals

    Korpela, M., Nöjd, P., Hollmén, J., Mäkinen, H., Sulkava, M. & Hari, P., 2011, In : TREES-STRUCTURE AND FUNCTION. 25, 2, p. 323-332

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Structural health monitoring in wireless sensor networks by the embedded Goertzel algorithm

    Bocca, M., Toivola, J., Eriksson, L. M., Hollmen, J. & Koivo, H., 2011, ICCPS 2011 International Conference on Cyber-Physical Systems (ICCPS 2011) ICCPS, Chicago, USA, April 11-14, 2011. Chicago, USA: IEEE Computer Society, p. 206-214 (ACM-IEEE International Conference on Cyber-Physical Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  14. 2010
  15. Published

    Analyzing subjective expert opinions about standardization of tree-ring series

    Hollmén, J., Mäkinen, H. & Nöjd, P., 2010, WorldDendro 2010 - Abstracts of the 8th International Conference on Dendrochronology. Rovaniemi, p. 110

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. Published

    Automatic detection of onset and cessation of tree stem radius increase using dendrometer data

    Korpela, M., Mäkinen, H., Nöjd, P., Hollmén, J. & Sulkava, M., 2010, In : Neurocomputing. 73, 10-12, p. 2039-2046

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Benchmarking Dynamic Time Warping for Music Retrieval

    Lijffijt, J., Papapetrou, P., Hollmén, J. & Athitsos, V., 2010, The 3rd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'2010). ACM

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  18. Published

    Daily temperature and daily photosynthetic production vs.Scots pine growth

    Korpela, M., Nöjd, P., Hollmén, J., Mäkinen, H., Sulkava, M. & Hari, P., 2010, WorldDendro 2010. Abstracts of The 8th International Conference on Dendrochronology. Mielikäinen, K., Mäkinen, H. & Timonen, M. (eds.). Rovaniemi: Finnish Forest Research Institute, p. 261

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  19. Published

    Focal 9p Instability in Hematologic Neoplasias Revealed by Comparative Genomic Hybridization and Single Nucleotide Polymorphism microarray analyses

    Usvasalo, A., Ninomiya, S., Räty, R., Hollmén, J., Saarinen-Pihkala, U. M., Elonen, E. & Knuutila, S., 2010, In : GENES CHROMOSOMES AND CANCER. 49, 4, p. 309-318

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Functional prediction of unidentified lipids using supervised classifiers

    Yetukuri, L., Tikka, J., Hollmén, J. & Oresic, M., 2010, In : METABOLOMICS. 6, 1, p. 18-26

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Mixture Modelling of binary Data

    Adhikari, P. R. & Hollmén, J., 2010, Statistical Mechanics of Learning and Inference. Mariehamn, Finland

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  22. Published

    Multi-Year Network Level Road Maintenance Programming by Genetic Algorithms and Variable Neighbourhood Search

    Sirvio, K. & Hollmén, J., 2010, The 13th International IEEE Conference on Intelligent Transportation Systems. p. 581-586

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  23. Published

    Novelty Detection in Projected Spaces for Structural Health Monitoring

    Toivola, J., Prada, M. A. & Hollmén, J., 2010, Advances in Intelligent Data Analysis IX. Berlin / Heidelberg, p. 208-219

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  24. Published

    Patterns from multiresolution 0-1 data

    Adhikari, P. R. & Hollmén, J., 2010, UP '10: Proceedings of the ACM SIGKDD Workshop on Useful Patterns. New York, p. 8-16

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  25. Published

    Preservation of Statistically Significant patterns in Multiresolution 0-1 Data

    Adhikari, P. R. & Hollmén, J., 2010, Pattern Recognition in Bioinformatics. Dijkstra, T., Tsivtsivadze, E., Marchiori, E. & Heskes, T. (eds.). Springer Berlin / Heidelberg

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  26. Published

    Prognostic classification of patients with acute lymphoblastic leukemia by using copy number profiles identified from array-based comparative genomic hybridization data

    Usvasalo, A., Räty, R., Harila-Saari, A., Koistinen, P., Savolainen, E-R., Knuutila, S., Elonen, E., Saarinen-Pihkala, U. M. & Hollmén, J., 2010, In : LEUKEMIA RESEARCH. 34, 11, p. 1476-1482

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Structural Health Monitoring

    Manner, J. & Hollmen, J., 2010, Interconnecting Smart Objects with IP. Vasseur, J-P. & Dunkels, A. (eds.). Burlington, USA, p. 373-380

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  28. Published

    Three-way Analysis of Structural Health Monitoring Data

    Prada, M. A., Hollmén, J., Toivola, J. & Kullaa, J., 2010, MLSP The 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010) MLSP. Kaski, S., Miller, D. J., Oja, E. & Honkela, A. (eds.). IEEE, p. 256-261

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  29. Published

    Tracking your Steps on the Track: Body Sensor Recordings of a Controlled Walking Experiment

    Lijffijt, J., Papapetrou, P. & Hollmén, J., 2010, The 3rd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'2010). ACM

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  30. 2009
  31. Published

    Effects of daily temperature and photosynthetic production on growth variation of Scots pine in northern Finland

    Nöjd, P., Korpela, M., Hollmén, J., Mäkinen, H., Sulkava, M. & Hari, P., 2009, Cala Millor, p. 85, (Eurodendro 2009 - European Workshop in Dendrochronology: Developments, Advances, Challenges).

    Research output: Working paperProfessional

  32. Published

    Feature Extraction and Selection from Vibration Measurements for Structural Health Monitoring

    Toivola, J. & Hollmén, J., 2009, the 8th International Symposium on Intelligent Data Analysis, Lyon, France, August 31st - September 2nd 2009. Niall M. Adams, C. R. & Arno Siebes, J-F. B. (eds.). Berlin Heidelberg, p. 213-224

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  33. Published

    Genomic Profiles Associated with Early Micrometastatis in Lung Cancer: Relevance of 4q Deletion

    Wrage, M., Ruosaari, S., Eijk, P. P., Kaifi, J. T., Hollmén, J., Yekebas, E. F., Izbicki, J. R., Brakenhoff, R. H., Streichert, T., Riethdorf, S. & 3 othersYlstra, B., Pantel, K. & Wikman, H., 2009, In : Clinical Cancer Research. 15, 5, p. 1566-1574

    Research output: Contribution to journalArticleScientificpeer-review

  34. 2008
  35. Published

    Aberrations of chromosome 19 in asbestos-associated lung cancer and in asbestos-induced micronuclei of bronchial epithelial cells in vitro

    Ruosaari, S., Nymark, P., Aavikko, M., Kettunen, E., Knuutila, S., Hollmén, J., Norppa, H. & Anttila, S., 2008, In : Carcinogenesis. 29, 5, p. 913-917

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    A Sequential Input Selection Algorithm for Long-term prediction of Time Series

    Tikka, J. & Hollmén, J., 2008, In : Neurocomputing. 71, 13-15, p. 2604-2615

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Automatic detection of onset and cessation of tree stem radius increase using dendrometer data and CUSUM charts

    Sulkava, M., Mäkinen, H., Nöjd, P. & Hollmén, J., 2008, European Symposium on Time Series Prediction - ESTSP'08. Lendasse, A. (ed.). Porvoo: Multiprint Oy / Otamedia, p. 77-86

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  38. Published

    BernoulliMix program package

    Hollmén, J., 2008

    Research output: Artistic and non-textual formSoftwareScientific

  39. Published

    Classification of human cancers based on DNA copy number amplification modeling

    Myllykangas, S., Tikka, J., Böhling, T., Knuutila, S. & Hollmén, J., 2008, In : BMC Medical Genomics. 1, 15

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    How are N and S in deposition, in percolation water and in upper soil layers reflected in the chemical composition of needles in Finland?

    Merilä, P., Derome, J., Luyssaert, S., Sulkava, M., Hollmén, J., Mustajärvi, K. & Nöjd, P., 2008, The Scientific Seminar on Forest Condition Monitoring and Ecosystem Functioning in Northern Europe under the Forest Focus and ICP Forests programmes. Derome, J., Lindroos, A-J. & Kilponen, T. (eds.). Vantaa: Finnish Forest Research Institute, p. 39-42

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  41. Published

    Integrated Gene Copy Number and Expression Microarray Analysis of Gastric Cancer Highlights Potential Target Genes

    Myllykangas, S., Junnila, S., Kokkola, A., Autio, R., Scheinin, I., Kiviluoto, T., Karjalainen-Lindsberg, M-L., Hollmén, J., Knuutila, S., Puolakkainen, P. & 1 othersMonni, O., 2008, In : International Journal of Cancer. 123, 4, p. 817-825

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Learning mixture models - courseware for finite mixture distributions of multivariate Bernoulli distributions

    Hollmén, J. & Raiko, T., 2008, Teaching Machine Learning - workshop on open problems and new directions. Jacquemont, S. & Higuera, C. D. L. (eds.). Saint-Etienne

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  43. Published

    Macadamia: Master's Programme in Machine Learning and Data Mining

    Raiko, T., Puolamäki, K., Karhunen, J., Hollmén, J., Honkela, A., Kaski, S., Mannila, H., Oja, E. & Simula, O., 2008, Teaching Machine Learning - Workshop on Open Problems and New Directions. Jacquemont, S. & Higuera, C. D. L. (eds.). Saint-'Etienne

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  44. Published

    Method of Identifying Lung Cancers Associated With Asbestos-Exposure

    Anttila, S., Knuutila, S., Hollmén, J., Ruosaari, S., Wikman-Kocher, H. & Nymark, P., 2008, Patent No. Patent EPO1977010

    Research output: PatentScientific

  45. Published

    Pathways affected by asbestos exposure in normal and tumour tissue of lung cancer patients

    Ruosaari, S., Hienonen-Kempas, T., Puustinen, A., Sarhadi, V. K., Hollmén, J., Knuutila, S., Saharinen, J., Wikman, H. & Anttila, S., 2008, In : BMC Medical Genomics. 1, 55

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    Selection of important input variables for RBF networks using partial serivatives

    Tikka, J. & Hollmén, J., 2008, The 16th European Symposium on Neural Networks (ESANN 2008). Verleysen, M. (ed.). p. 167-172

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  47. Published

    Smoothed Prediction of the Onset of Tree Stem Radius Increase Based on Temperature Patterns

    Korpela, M., Mäkinen, H., Sulkava, M., Nöjd, P. & Hollmén, J., 2008, The 11th International Conference on Discovery Science (DS-2008). Boulicaut, J-F., Berthold, M. & Horváth, T. (eds.). p. 100-110

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  48. Published

    Spatio-Temporal Road Condition Forecasting With Markov Chains and Artificial Neural Networks

    Sirvio, K. & Hollmén, J., 2008, Third International Workshop in Hybrid Artificial Intelligent Systems (HAIS'08). Corchado, E., Abraham, A. & Pedrycz, W. (eds.). p. 204-211

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  49. 2007
  50. Published

    Compact and understandable descriptions of mixture of Bernoulli distributions

    Hollmén, J. & Tikka, J., 2007, The 7th International Symposium on Intelligent Data Analysis (IDA 2007). Berthold, M. R., Shawe-Taylor, J. & Lavrac, N. (eds.). Ljubljana, p. 1-12

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  51. Published

    CUSUM charts for detecting onset and cessation of xylem formation based on automated dendrometer data

    Sulkava, M., Mäkinen, H., Nöjd, P. & Hollmén, J., 2007, Mikulov, p. 111, (TIES 2007 - 18th annual meeting of the International Environmetrics Society, Mikulov, Czech Republic, Aug. 16-20, 2007).

    Research output: Working paperProfessional

  52. Published

    Gene expression and copy number profiling suggests the importance of allelic imbalance in 19p in asbestos-associated lung cancer

    Wikman, H., Ruosaari, S., Nymark, P., Sarhadi, V. K., Saharinen, J., Vanhala, E., Karjalainen, A., Hollmén, J., Knuutila, S. & Anttila, S., 2007, In : Oncogene. 26, 32, p. 4730-4737

    Research output: Contribution to journalArticleScientificpeer-review

  53. Published

    Gene expression profiles in asbestos-exposed epithelial and mesothelial lung cell lines

    Nymark, P., Lindholm, P. M., Korpela, M. V., Lahti, L., Ruosaari, S., Kaski, S., Hollmen, J., Anttila, S., Kinnula, V. L. & Knuutila, S., 2007, In : BMC GENOMICS. 8, p. 62

    Research output: Contribution to journalArticleScientificpeer-review

  54. Published

    Long-term prediction of time series using a parsimonious set of inputs and LS-SVM

    Tikka, J. & Hollmén, J., 2007, First European Symposium on Time Series Prediction (ESTSP 2007), Espoo, Finland, Feb. 7-9, 2007. Lendasse, A. (ed.). Espoo, p. 87-96

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  55. Published

    Microarray image segmentation using additional dye - An experimental study

    Gupta, R., Ruosaari, S., Kulathinal, S., Hollmén, J. & Auvinen, P., 2007, In : Molecular and Cellular Probes. 5-6, p. 321-328

    Research output: Contribution to journalArticleScientificpeer-review

ID: 57867