PhD students (topic, supervisor)

  1. Adhikari, Prem Raj, Probabilistic Modelling in Cancer Genomics, Kaski S.
  2. Ahonen, Teppo, Using Normalized Compression Distance for Music Information Retrieval, Lemström
  3. Aittala, Miika Samuli, Efficient user-assisted acquisition of material appearance models, Savioja
  4. Ajanki, Antti, Machine learning methods for information retrieval using implicit feedback, Kaski S.
  5. Albrecht, Robert Christian, Communication Applications of Mobile Audio Augmented Reality, Savioja
  6. Ammad-ud-din, Muhammad, Probabilistic multi-source models for personalized medicine, Kaski S.
  7. Athukorala, Kumaripaba Miyurusara, Enhancing Image Retrieval through Human Centered Computing Techniques, Jacucci
  8. Auvinen, Tapio Sakari, Automated monitoring and tutoring of students, Malmi
  9. Bergström-Lehtovirta, Joanna Emilia, Modeling Human Hand Functions for Optimization of Intelligent Mobile Interfaces, Kaski S.
  10. Dobrinkat, Marcus, Learning World Models for Statistical Machine Transaltion, Oja
  11. Du, Mian, Developing a fully automated decision-support system using IE, ML and DM, Yangarber
  12. Enarvi, Seppo Ossi Eliel, Modeling pronunciation variation in spontaneously spoken Finnish language, Kurimo
  13. Entner, Doris, Causal Discovery from Time Series Data, Hoyer
  14. Eronen, Lauri, Combining genetic association mapping and network analysis of public biological databases, Toivonen
  15. Förger (os. Lehtonen), Klaus Vilhelm, Algorithmic methods for creating emotional animated bodily motion, Takala
  16. Frosterus, Matias Mikael, Methods for Creating and Publishing Metadata for the Semantic Web, Hyvönen
  17. Galbrun, Esther, Graph Mining for Computational Creativity Support, Toivonen, Koivisto
  18. Gamper, Hannes, Interactive audio augmented reality, Savioja
  19. Gonçalves, Nicolau, Blind source separation of multichannel convolutive mixtures applied to cardiac murmurs, Oja
  20. Gross, Oskar, Novel Graph Algorithms for Semantic Networks, Toivonen
  21. Hakulinen, Lasse, Using collaborative games in computer science education, Malmi
  22. Hao, Tele, Relational feature learning with hierarchical latent variable models, Karhunen
  23. Heeswijk, van, Mark, Scalable Machine Learning Algorithms on Massively Paralell Architectures, Oja
  24. Hegedüs, Jozsef, Anomaly detection methods for data secutiry, Orponen
  25. Helminen, Juha, Data mining on the coding strategies of novice programmers, Malmi
  26. Hirvonen, Juho Pekka, Theory of distributed computing, Suomela
  27. Hyttinen, Antti, Learning Causal Models, Hoyer
  28. Kähkönen, Kari, Dynamic Symbolic Execution for Automated Test Generation, Heljanko
  29. Kallasjoki, Heikki, Noise Robust Features in Automatic Speech Recognition, Kurimo
  30. Kangas, Juho-Kustaa Wiljami, Algorithms on DAGs, with applications to learning probabilistic models, Järvisalo, Koivisto
  31. Karhu, Kalle Antti Valtteri, Indexed and Approximate Search of Multiple Patterns, Tarhio
  32. Karp, Elina, Denoising single trial event related electrophysiological measurements, Oja
  33. Kempa, Dominik Tadeusz, Efficient Data Structures in Text Indexing, Ukkonen
  34. Kindermann, Roland, Modular Model Checking of Component-based Distributed embedded Systems, Niemelä
  35. Kohonen, Oskar, Machine Learning of Structure in Natural Language and Dynamics, Oja
  36. Korhonen, Janne, Algebraic and combinatorial techniques for optimisation and counting, Ukkonen
  37. Korpela, Mikko, Computational data analysis, with applications in bioinformatics and ecology, Mannila
  38. Laaksonen, Antti Heikki Samuel, Automatic music transcription from a music-theoretical viewpoint, Ukkonen
  39. Lagerspetz, Eemil, Developing a mobile content-aware platform, Tarkoma
  40. Laine, Markku Pekka Mikael, Declarative Languages for Web Application Development, Vuorimaa
  41. Launiainen, Tuomas, Lighweight formal methods for software development, Heljanko
  42. Lin, Ziyuan, Structure exploration for high-dimensional data, Peltonen
  43. Lindh-Knuutila, Tiina, Concept maps in adaptive information retrieval, Oja
  44. Looga, Vilen, Energy-awareness in large-scale internet of things networks, Ylä-Jääski
  45. Luosto, Panu, Relationship between seeding and data in Lloyd method, Kivinen
  46. Luttinen, Jaakko, Bayesian analysis of multivariate dynamical systems with applications in climatology, Oja
  47. Mansikkaniemi, André Martin, Unsupervised Language Model Adaptation for Speech Recognition, Kurimo
  48. Metso, Janne, Pragmatic aspects in computer supported negotiations of virtual organisation contracts, Kutvonen
  49. Nieminen, Ilari, Data and Text Mining Related to Complex Socio-Cognitive Phenomena, Honkela T.
  50. Niinimäki, Teppo Mikael, Randomized algorithms for combinatorial problems motivated by data analysis appl, Koivisto
  51. Nousiainen, Kari, Computational modeling and analysis of T cell signaling networks, Lähdesmäki
  52. Nurmela, Tuomas, Linking Strategy to Collaborative Virtual Organisations, Kutvonen
  53. Paalasmaa, Joonas, Contactless sleep analysis, Toivonen
  54. Parkkinen, Juuso, Probablisitic Models in Rich Networks, Kaski S.
  55. Pivovarova, Lidia, Multilingual IE using Data-driven Techniques, and SupervisedSemi-Supervised ML, Yangarber
  56. Pöllä, Matti, Biologically Inspired Computation with Applications in Text Mining, Oja
  57. Remes, Ulpu, Noise robustness in automatic speech recognition, Oja
  58. Rybicki, Joel Patrick, Distributed covering and packing problems in graphs, Suomela
  59. Saha, Sumanta, Self-optimization of Unmanaged Wireless Networks, Ylä-Jääski
  60. Shen, Yiyun, Privacy in Inter-enterprise Collabroations, Kutvonen
  61. Sjöberg, Mats, Content-based retrieval of multimedia using SOMs and semantic information, Oja
  62. Smit, Pieter Hendrik (Peter), Improved prosody modeling using unsupervised algorithms and user feedback, Kurimo
  63. Soleimany, Hadi, Cryptanalysis of lightweight cryptographic primitives, Nyberg
  64. Sovilj, Dusan, Machine Learning Methods for Environmental Modelling of Baltic Sea, Simula
  65. Su, Hongyu, Structured Machine Learning with Applications in Biomedicine, Rousu
  66. Suominen, Osma, Faceted Information Architecture and Collaborative Content Production in Semantic Portals, Hyvönen
  67. Talonen, Jaakko, Detecting pre-stage of process fault by data-driven methods, Simula
  68. Toivanen, Jukka Mikael, Methods and models of verbal creativity, Toivonen
  69. Toivola, Janne, Probabilistic reasoning in sensor networks, Hollmén
  70. Toivonen, Jarkko, Distance and similarity measures between strings, Ukkonen
  71. Tran Thi Thuy, Trang, Applying probabilistic model checking in system architecture design, Heljanko
  72. Tuominen, Jouni Antero, Ontology services for improving information findability, Hyvönen
  73. Varjokallio, Matti, New methods for acoustic modeling in speech recognition, Oja
  74. Vatanen, Tommi Matias, Machine Learning and Data Mining in Personalized Medicine, Lähdesmäki
  75. Väyrynen, Jaakko, Emergent linguistic representations for machine translation, Honkela T.
  76. Vihavainen, Arto Olavi, Result-Driven Programming Education, Paakki
  77. Wagner, Pauli, Reinforcement and imitation learning cognitive architecture for virtual actors, Kaski S.
  78. Wieringa, Siert, Distributed model checking, Heljanko
  79. Ylipaavalniemi, Jarkko, Adaptive source separation in functional brain imaging, Oja
  80. Yu, Qi, New Machine Learning Methods for Failure and bankruptcy Predicition, Simula
  81. Zhao, Kai, Mobile Social Networks, Tarkoma
  82. Zou, Yuan, MDL method in model selection, Roos