Jaakko Hollmén

Miguel A. Prada, Janne Toivola, Jyrki Kullaa, Jaakko Hollmén: Three-way analysis of structural health monitoring data. Neurocomputing 80: 119-128 (2012)

Prem Raj Adhikari, Jaakko Hollmén: Multiresolution Mixture Modeling using Merging of Mixture Components. Journal of Machine Learning Research - Proceedings Track 25: 17-32 (2012)

Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos, Vassilis Athitsos, George Kollios: Hum-a-song: A Subsequence Matching with Gaps-Range-Tolerances Query-By-Humming System. PVLDB 5(12): 1930-1933 (2012)

Prem Raj Adhikari, Jaakko Hollmén: Fast Progressive Training of Mixture Models for Model Selection. Discovery Science 2012: 194-208

Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos, Vassilis Athitsos: A survey of query-by-humming similarity methods. PETRA 2012: 5

Panagiotis Papapetrou, Tatiana Chistiakova, Jaakko Hollmén, Vana Kalogeraki, Dimitrios Gunopulos: Finding representative objects using link analysis ranking. PETRA 2012: 6

Jaakko Hollmén: Mixture modeling of gait patterns from sensor data. PETRA 2012: 48

Jaakko Hollmén, Frank Klawonn, Allan Tucker (Eds.): Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, Helsinki, Finland, October 25-27, 2012. Proceedings. Lecture Notes in Computer Science 7619, Springer 2012, isbn 978-3-642-34155-7

Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos: A Subsequence Matching with Gaps-Range-Tolerances Framework: A Query-By-Humming Application. PVLDB 4(11): 761-771 (2011)

Konsta Sirvio, Jaakko Hollmén: Forecasting Road Condition after Maintenance Works by Linear Methods and Radial Basis Function Networks. ICANN (2) 2011: 405-412

Maurizio Bocca, Janne Toivola, Lasse M. Eriksson, Jaakko Hollmén, Heikki N. Koivo: Structural Health Monitoring in Wireless Sensor Networks by the Embedded Goertzel Algorithm. ICCPS 2011: 206-214

Janne Toivola, Jaakko Hollmén: Collaborative Filtering for Coordinated Monitoring in Sensor Networks. ICDM Workshops 2011: 987-994

Serafín Alonso, Manuel Domínguez-González, Miguel A. Prada, Mika Sulkava, Jaakko Hollmén: Comparative Analysis of Power Consumption in University Buildings Using envSOM. IDA 2011: 10-21

Mark J. Brewer, Mika Sulkava, Harri Mäkinen, Mikko Korpela, Pekka Nöjd, Jaakko Hollmén: Logistic Fitting Method for Detecting Onset and Cessation of Tree Stem Radius Increase. IDEAL 2011: 204-211

Alexios Kotsifakos, Vassilis Athitsos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos: Model-based search in large time series databases. PETRA 2011: 36

Orestis Kostakis, Panagiotis Papapetrou, Jaakko Hollmén: Distance measure for querying sequences of temporal intervals. PETRA 2011: 40

Orestis Kostakis, Panagiotis Papapetrou, Jaakko Hollmén: ARTEMIS: Assessing the Similarity of Event-Interval Sequences. ECML/PKDD (2) 2011: 229-244

Prem Raj Adhikari, Bimal Babu Upadhyaya, Chen Meng, Jaakko Hollmén: Gene Selection in Time-Series Gene Expression Data. PRIB 2011: 145-156

Serafín Alonso, Mika Sulkava, Miguel A. Prada, Manuel Domínguez-González, Jaakko Hollmén: EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization. WSOM 2011: 61-70

Tapio Elomaa, Jaakko Hollmén, Heikki Mannila (Eds.): Discovery Science - 14th International Conference, DS 2011, Espoo, Finland, October 5-7, 2011. Proceedings. Lecture Notes in Computer Science 6926, Springer 2011, isbn 978-3-642-24476-6

João Gama, Elizabeth Bradley, Jaakko Hollmén (Eds.): Advances in Intelligent Data Analysis X - 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings. Lecture Notes in Computer Science 7014, Springer 2011, isbn 978-3-642-24799-6

Mikko Korpela, Harri Mäkinen, Pekka Nöjd, Jaakko Hollmén, Mika Sulkava: Automatic detection of onset and cessation of tree stem radius increase using dendrometer data. Neurocomputing 73(10-12): 2039-2046 (2010)

Janne Toivola, Miguel A. Prada, Jaakko Hollmén: Novelty Detection in Projected Spaces for Structural Health Monitoring. IDA 2010: 208-219

Jefrey Lijffijt, Panagiotis Papapetrou, Jaakko Hollmén: Tracking your steps on the track: body sensor recordings of a controlled walking experiment. PETRA 2010

Jefrey Lijffijt, Panagiotis Papapetrou, Jaakko Hollmén, Vassilis Athitsos: Benchmarking dynamic time warping for music retrieval. PETRA 2010

Prem Raj Adhikari, Jaakko Hollmén: Preservation of Statistically Significant Patterns in Multiresolution 0-1 Data. PRIB 2010: 86-97

Janne Toivola, Jaakko Hollmén: Feature Extraction and Selection from Vibration Measurements for Structural Health Monitoring. IDA 2009: 213-224

Mikko Korpela, Harri Mäkinen, Mika Sulkava, Pekka Nöjd, Jaakko Hollmén: Smoothed Prediction of the Onset of Tree Stem Radius Increase Based on Temperature Patterns. Discovery Science 2008: 100-111

Jarkko Tikka, Jaakko Hollmén: Selection of important input variables for RBF network using partial derivatives. ESANN 2008: 167-172

Konsta Sirvio, Jaakko Hollmén: Spatio-temporal Road Condition Forecasting with Markov Chains and Artificial Neural Networks. HAIS 2008: 204-211

Mika Sulkava, Sebastiaan Luyssaert, Pasi Rautio, Ivan A. Janssens, Jaakko Hollmén: Modeling the effects of varying data quality on trend detection in environmental monitoring. Ecological Informatics 2(2): 167-176 (2007)

Jaakko Hollmén: Model Selection and Estimation Via Subjective User Preferences. Discovery Science 2007: 259-263

Robert Gwadera, Janne Toivola, Jaakko Hollmén: Segmenting Multi-attribute Sequences Using Dynamic Bayesian Networks. ICDM Workshops 2007: 465-470

Jaakko Hollmén, Jarkko Tikka: Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions. IDA 2007: 1-12

Jarkko Tikka, Jaakko Hollmén, Samuel Myllykangas: Mixture Modeling of DNA Copy Number Amplification Patterns in Cancer. IWANN 2007: 972-979

Antti Rasinen, Jaakko Hollmén, Heikki Mannila: Analysis of Linux Evolution Using Aligned Source Code Segments. Discovery Science 2006: 209-218

Jarkko Tikka, Amaury Lendasse, Jaakko Hollmén: Analysis of Fast Input Selection: Application in Time Series Prediction. ICANN (2) 2006: 161-170

Mika Sulkava, Pasi Rautio, Jaakko Hollmén: Combining Measurement Quality into Monitoring Trends in Foliar Nutrient Concentrations. ICANN (2) 2005: 761-767

Peddinti V. Gopalacharyulu, Erno Lindfors, Catherine Bounsaythip, Teemu Kivioja, Laxman Yetukuri, Jaakko Hollmén, Matej Oresic: Data integration and visualization system for enabling conceptual biology. ISMB (Supplement of Bioinformatics) 2005: 177-185

Jarkko Tikka, Jaakko Hollmén, Amaury Lendasse: Input Selection for Long-Term Prediction of Time Series. IWANN 2005: 1002-1009

Artur Bykowski, Jouni K. Seppänen, Jaakko Hollmén: Model-Independent Bounding of the Supports of Boolean Formulae in Binary Data. Database Support for Data Mining Applications 2004: 234-249

Jaakko Hollmén, Jouni K. Seppänen, Heikki Mannila: Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data. SDM 2003

Salla Ruosaari, Jaakko Hollmén: Image Analysis for Detecting Faulty Spots from Microarray Images. Discovery Science 2002: 259-266

Artur Bykowski, Jouni K. Seppänen, Jaakko Hollmén: Model-independent Bounding of the Supports of Boolean Formulae in Binary Data. KDID 2002: 20-31

Juha Vesanto, Jaakko Hollmén: An Automated Report Generation Tool for the Data Understanding Phase. HIS 2001: 611-625

Michal Skubacz, Jaakko Hollmén: Quantization of Continuous Input Variables for Binary Classification. IDEAL 2000: 42-47

Jaakko Hollmén, Volker Tresp: Call-Based Fraud Detection in Mobile Communication Networks Using a Hierarchical Regime-Switching Model. NIPS 1998: 889-895