PhD students (topic, supervisor)

  1. Ahlroth, Lauri, Online Optimization in Production Planning, Pekka Orponen
  2. Ahonen, Teppo, Using Normalized Compression Distance for Music Information Retrieval, Kjell Lemström
  3. Ajanki, Antti, Machine learning methods for information retrieval using implicit feedback, Sami Kaski
  4. Bhattacharya, Sourav, Enriching Location Information: An Algorithmic Approach, Patrik Floréen, Petteri Nurmi
  5. Brumley Billy, Methods for secure and elliptic curve cryptography, Kaisa Nyberg


  6. Dobrinkat, Marcus, Learning World Models for Statistical Machine Translation, Erkki Oja, Timo Honkela
  7. Dubrovin, Jori, Software model checking, Ilkka Niemelä, Tommi Junttila
  8. Entner, Doris, Causal Discovery from Time Series Data, Patrik Hoyer
  9. Eronen, Lauri, Combining genetic association mapping and network analysis of public biological databases, Hannu Toivonen
  10. Galbrun, Esther, Graph Mining for Computational Creativity Support, Hannu Toivonen, Mikko Koivisto


  11. Gamper, Hannes, Interactive aydio augmented reality, Lauri Savioja
  12. Gan, Xiang, Automated Testing for Real-time Systems, Keijo Heljanko
  13. Gaur, Sachin, Improving Privacy management for Social Media, Antti Ylä-Jääski
  14. Gonçalves, Nicolau, Blind source separation of multichannel convolutive mixtures applied to cardiac murmurs, Erkki Oja, Ricardo Vigário
  15. Hakala, Risto, Analysis of symmetric encryption primitives, Kaisa Nyberg


  16. Hakulinen, Lasse: Using collaborative games in computer science education, Lauri Malmi
  17. van Heeswijk, Mark, Scalable Machine Learning Algorithms on Massively Parallel Architectures, Erkki Oja, Amaury Lendasse
  18. Hegedüs, Jozsef, Anomaly Detection for Data Security, Pekka Orponen
  19. Helminen, Juha, Data mining on the coding strategies of novice programmers, Lauri Malmi
  20. Hyttinen, Antti, Learning Causal Models: Theory and Practice, Patrik Hoyer


  21. Hyvärinen, Antti, Distributed constraint based search in grids, Ilkka Niemelä, Tommi Junttila
  22. Ihantola, Petri: Automatic assessment of program assignments - feedback, Lauri Malmi
  23. Junttila, Esa, Structures in binary data matrices, Heikki Mannila
  24. Kallasjoki, Heikki, Noise Robust Features in Automatic Speech Recognition, Mikko Kurimo
  25. Kähkönen, Kari, Dynamic Symbolic Execution for Automated Test Generation, Keijo Heljanko


  26. Kindermann, Roland, Modular Model Checking of Component-based Distributed Embedded Systems Ilkka Niemelä
  27. Kohonen, Oskar, Machine Learning of Structure in Natural Language and Dynamics, Erkki Oja, Krista Lagus
  28. Korhonen, Janne, Algebraic and combinatorial techniques for optimisation and counting, Esko Ukkonen, Mikko Koivisto
  29. Korpela, Mikko, Computational data analysis, with applications in bioinformatics and ecology, Heikki Mannila, Jaakko Hollmén
  30. Lagerspetz, Eemil, Developing a mobile content-aware platform, Sasu Tarkoma


  31. Laitinen, Tero: Better AI games cost-effectively using constraing-based solvers, Ilkka Niemelä, Tommi Junttila
  32. Launiainen, Tuomas, Lightweight Formal Methods for Software Development, Keijo Heljanko
  33. Lindh-Knuutila, Tiina, Concept maps in adaptive information retrieval, Erkki Oja, Timo Honkela
  34. Lönnberg, Jan, Visualisation for debugging of concurrent programs, Lauri Malmi, Ari Korhonen, Ben-Ari Mordechai
  35. Luosto, Panu, Minimum description length principle based clustering, Jyrki Kivinen


  36. Luttinen, Jaakko, Bayesian Analysis of Multivariate Dynamical Systems with Applications in Climatology, Erkki Oja, Alexander Ilin
  37. Metso, Janne, Pragmatic aspects in computer supported negotiations of virtual organisation contracts, Lea Kutvonen
  38. Nieminen, Ilari: Data and Text Mining Related to Socio-Cognitive Phenomena, Krista Lagus, Timo Honkela
  39. Nikander, Jussi, Applications of software visualisation in geoinformatics, Lauri Malmi, Kirsi Virrantaus
  40. Nurmela, Tuomas, Linking Strategy to Collaborative Virtual Organisations, Lea Kutvonen


  41. Ojala, Markus, Algorithmic Aspects of Randomization Methods for Data Mining, Heikki Mannila
  42. Paalasmaa, Joonas, Contactless sleep analysis, Hannu Toivonen
  43. Pajarinen, Joni, Adaptive Machine Learning in Cognitive Radio Systems, Erkki Oja, Jaakko Peltonen
  44. Parkkinen, Juuso, Probabilistic Models in Rich Networks, Sami Kaski
  45. Pätynen, Jukka, Orchestral instruments in concert hall acoustics modelling, Lauri Savioja


  46. Paukkeri, Mari-Sanna, Text mining in multilingual and multidomain environments, Erkki Oja
  47. Pöllä, Matti, Biologically Inspired Computation with Applications in Text Mining, Erkki Oja, Timo Honkela
  48. Przybilski, Michael, Component-based, context-aware systems, Patrik Floréen
  49. Remes, Ulpu, Noise robustness in automatic speech recognition, Erkki Oja, Mikko Kurimo
  50. Reyhani, Nima, Geometrically regularized ICA of EEG & MEG recordings, Erkki Oja & Ricardo Vigário


  51. Ruohomaa, Sini, Support for trust decisions in open business networks, Lea Kutvonen
  52. Saha, Sumanta, Self-optimization of Unmanaged Wireless Networks, Antti Ylä-Jääski
  53. Shen, Yiyun: Privacy in inter-enterprise collaborations, Lea Kutvonen
  54. Silvasti, Panu, Algorithms for XML-Document Filtering, Eljas Soisalon-Soininen
  55. Sjöberg, Mats, Content-based retrieval of multimedia using SOMs and semantic information, Erkki Oja, Jorma Laaksonen


  56. Sovilj, Dusan, Machine Learning Methods for Environmental Modelling of Baltic Sea, Olli Simula
  57. Su, Hongyu, Structured Machine Learning with Applications in Machine Learning, Juho Rousu
  58. Suominen, Osma, Faceted Information Architecture and Collaborative Content Production in Semantic Portals, Eero Hyvönen
  59. Taherkhani, Ahmad, Algorithm Recognition by Static Analysis, Lauri Malmi
  60. Taipalus, Hanieh, New Technique for markerless outdoor augmented reality registration, Lauri Savioja


  61. Talonen, Jaakko, Detecting pre-stage of process fault by data-driven methods, Olli Simula
  62. Tervo, Sakari, Measures of Early Reflections in Concert Halls, Lauri Savioja
  63. Toivola, Janne, Probabilistic reasoning in sensor networks, Jaakko Hollmén
  64. Toivonen, Jarkko, Distance and similarity measures between strings, Esko Ukkonen, Juha Kärkkäinen
  65. Varjokallio, Matti, New methods for acoustic modeling in speech recognition, Erkki Oja, Mikko Kurimo


  66. Välimäki, Niko, Succinct Full-Text Indexes in Information Retrieval, Veli Mäkinen
  67. Väyrynen, Jaakko, Emergent linguistic representations for machine translation, Timo Honkela
  68. Virpioja, Sami, Statistical language modeling, Mikko Kurimo, Krista Lagus, Erkki Oja
  69. Vuorinen, Matti, Applying Discriminative Learning with Large training Sets to Natural Language Processing, Juho Rousu


  70. Wagner, Paul, Reinforcement and imitation learning cognitive architecture for virtual actors, Sami Kaski
  71. Wessman, Jaana, Clustering and classification in the analysis of complex diseases, Heikki Mannila
  72. Wettig, Hannes, Signal denoising / NML modelling, Petri Myllymäki
  73. Wieringa, Siert, Distributed model checking, Keijo Heljanko
  74. Xiao, Yu, Middleware for Energy Awareness in Mobile Devices, Antti Ylä-Jääski


  75. Ylipaavalniemi, Jarkko, Adaptive source separation in functional brain imaging, Erkki Oja, Ricardo Vigário
  76. Yu, Qi, New Machine Learning Methods for Failure and Bankruptcy Prediction, Olli Simula, Amaury Lendasse
  77. Zhou, Fang, Network Abstraction, Hannu Toivonen
  78. Zhou, Mu, Algorithms, data mining and visualisation in traffic simulation, Lauri Malmi