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





