Graduated doctoral students in Computer Science

Number of graduated students per year

2019

1. Pivovarova, Lidia: Classification and Clustering in Media Monitoring: from Knowledge to Deep Learning
2. Salo, Kari: Modular Audio Platform for Youth Engagement in a Museum Context

2018

1. Barral, Oswald: Implicit Interaction with Textual Information using Physiological Signals
2. Berg, Jeremias: Solving Optimization Problems via Maximum Satisfiability: Encodings and Re-Encodings
3. Kosunen, Ilkka: Exploring the Dynamics of the Biocybernetic Loop in Physiological Computing
4. Kuosmanen, Anna: Third-Generation RNA-Sequencing Analysis: Graph Alignment and Transcript Assembly with Long Reads
5. Nelimarkka, Matti: Performative Hybrid Interaction: Understanding Planned Events across Collocated and Mediated Interaction Spheres
6. Peltonen, Ella: Crowdsensed Mobile Data Analytics
7. Pyykkö, Joel: Online Personalization in Exploratory Search

2017

1. Du, Mian: Natural Language Processing System for Business Intelligence
2. Hellas, Arto: Retention in Introductory Programming
3. Hsieh, Yi-Ta: Exploring Hand-Based Haptic Interfaces for Mobile Interaction Design
4. Kangas, Juho-Kustaa: Combinatorial Algorithms with Applications in Learning Graphical Models
5. Valenzuela, Daniel: Algorithms and Data Structures for Sequence Analysis in the Pan-Genomic Era
6. Zou, Yuan: On Model Selection for Bayesian Networks and Sparse Logistic Regression

2016

1. Ahonen, Teppo: Cover Song Identification using Compression-based Distance Measures
2. Athukorala, Kumaripaba: Information Search as Adaptive Interaction
3. Fagerholm, Fabian: Software Developer Experience: Case Studies in Lean-Agile and Open Source Environments
4. Gross, Oskar: Word Associations as a Language Model for Generative and Creative Tasks
5. Määttä, Jussi: Model Selection Methods for Linear Regression and Phylogenetic Reconstruction
6. Toivanen, Jukka: Methods and Models in Linguistic and Musical Computational Creativity

2015

1. Ding, Yi: Collaborative Traffic Offloading for Mobile Systems
2. Kempa, Dominik: Efficient Construction of Fundamental Data Structures in Large-Scale Text Indexing
3. Laaksonen Antti: Algorithms for Melody Search and Transcription
4. Niinimäki, Teppo: Approximation Strategies for Structure Learning in Bayesian Networks
5. Wang, Liang: Content, Topology and Cooperation in In-network Caching
6. Zhao, Kai: Understanding Urban Human Mobility for Network Applications

2014

1. Bhattacharya, Sourav: Continuous Context Inference on Mobile Platforms
2. Galbrun, Esther: Methods for Redescription Mining
3. Korhonen, Janne: Graph and Hypergraph Decompositions for Exact Algorithms
4. Lagerspetz, Eemil: Collaborative Mobile Energy Awareness
5. Langohr, Laura: Methods for Finding Interesting Nodes in Weighted Graphs
6. Paalasmaa, Joonas: Monotoring Sleep with Force Sensor Measurement
7. Pervilä, Mikko: Data Center Energy Retrofits
8. Pohjalainen, Pietu: Self-Organizing Software Architechtures

2013

1. Apiola, Mikko: Creativity-Supporting Learning Environments: Two Case Studies on Teaching Programming
2. Eloranta, Satu: Dynamic Aspects of Knowledge Bases
3. Entner, Doris: Causal Structure Learning and Effect Identification in Linear Non-Gaussian Models and Beyond
4. Eronen, Lauri: Computational Methods for Augmenting Association-based Gene Mapping
5. Heinonen, Markus: Computational Methods for Small Molecules
6. Hyttinen, Antti: Discovering Causal Relations in the Presence of Latent Confounders
7. Luosto, Panu: Normalized Maximum Likelihood Methods for Clustering and Density Estimation
8. Polishchuk, Tatiana: Enabling Multipath and Multicast Data Transmission in Legay and Future Internet.
9. Ruokolainen Toni: A Model-Driven Approach to Service Ecosystem Engineering
10. Timonen Mika: Term Weighting in Short Documents for Document Categorization, Keyword Extraction and Query Expansion
11. Wettig Hannes: Probabilistic, Information-Theoretic Models for Etymological Alignment

2012

1. Ikonen, Marko: Lean Thinking in Software Development: Impacts of Kanban on Projects
2. Parviainen, Pekka: Algorithms for Exact Structure Discovery in Bayesian Networks
3. Pöyhönen Petteri: Access Selection Methods in Cooperative Multi-operator Environments to Improve End-user and Operator Satisfaction
4. Ruohomaa, Sini:The Effect of Reputation on Trust Decisions in Inter-enterprise Collaborations
5. Siren, Jouni: Compressed Full-Text Indexes for Highly Repetitive Collections
6. Varjonen Samu: Secure Connectivity With Persistent Identities
7. Välimäki, Niko: Applications of Compressed Data Structures on Sequences and Structured Data
8. Wessman, Jaana: Mixture Model Clustering in the Analysis of Complex Diseases
9. Zhou, Fang: Methods for Network Abstraction

2011

1. Hintsanen, Petteri: Simulation and Graph Mining Tools for Improving Gene Mapping Efficiency
2. Junttila, Esa: Patterns in Permuted Binary Matrices
3. Tripathi, Abhishek: Data Fusion and Matching by Maximizing Statistical Dependencies

2010

1. Daniel, Laila: Cross-layer Assisted TCP Algorithms for Vertical Handoff
2. Hämäläinen, Wilhelmiina: Efficient Search for Statistically Significant Dependency Rules in Binary Data
3. Kollin, Jussi: Computational Methods for Detecting Large-Scale Chromosome Rearrangements in SNP Data
4. Lukk, Margus: Construction of a Global Map of Human Gene Expression: The Process, Tools and Analysis
5. Lukyanenko, Andrey: Multi-user Resource-sharing Problem for the Internet
6. Mononen, Tommi: Computing the Stochastic Complexity of Simple Probabilistic Graphical Models
7. Pitkänen, Esa: Computational Methods for Reconstruction and Analysis of Genome-Scale Metabolic Networks

2009

1. Hätönen, Kimmo: Data Mining for Telecommunications Network Log Analysis
2. Kontkanen, Petri: Computationally Efficient Methods for MDL-Optimal Density Estimation and Data Clustering
3. Köster, Urs: A Probabilistic Approach to the Primary Visual Cortex
4. Laasonen, Kari: Mining Cell Transition Data
5. Makkonen, Juha: Semantic Classes in Topic Detection and Tracking
6. Miettinen, Pauli: Matrix Decomposition Methods for Data Mining: Computational Complexity and Algorithms
7. Nurmi, Petteri: Identifyiing Meaningful Places
8. Rastas, Pasi: Computational Techniques for Haplotype Inference and for Local Alignment Significance
9. Silander, Tomi: The Most Probable Bayesian Network and Beyond
10. Suomela, Jukka: Optimisation Problems in Wireless Sensor Networks: Local Algorithms and Local Graphs

2008

1. Autio, Ilkka: Modeling Efficient Classification as a Process of Confidence Assessment and Delegation
2. Haiminen, Niina: Mining Sequential Data - in Search of Segmental Structures
3. Kangasharju, Jaakko: XML Messaging for Mobile Devices
4. Korhonen, Jouni: IP Mobility in Wireless Operator Networks
5. Lindgren, Jussi T.: Learning nonlinear visual processing from natural images

2007

1. Aunimo, Lili: Methods for Answer Extraction in Textual Question Answering
2. Leggio, Simone: A Decentralized Session Management Framework for Heterogeneous Ad-Hoc and Fixed Networks
3. Palin, Kimmo: Computational Methods for Locating and Analyzing Conserved Gene Regulatory DNA Elements
4. Raento, Mika: Exploring privacy for ubiquitous computing: Tools, methods and experiments
5. Riva, Oriana: Middleware for Mobile Sensing Applications in Urban Environments
6. Roos, Teemu: Statistical and Information-Theoretic Methods for Data Analysis
7. Sarolahti, Pasi: TCP Performance in Heterogeneous Wireless Networks

2006

1. Lehtonen, Miro: Indexing Heterogeneous XML for Full-Text Search
2. Rantanen, Ari: Algorithms for 13C Metabolic Flux Analysis
3. Tarkoma, Sasu: Efficient Content-based Routing, Mobility-aware Topologies, and Temporal Subspace Matching
4. Terzi, Evimaria: Problems and Algorithms for Sequence Segmentations
5. Viljamaa, Antti: Specifying Reuse Interfaces for Task-Oriented Framework Specialization

2005

1. Doucet, Antoine: Advanced Document Description, a Sequential Approach
2. Mielikäinen, Taneli: Summarization techniques for pattern collections in data mining
3. Tamm, Hellis: On Minimality and Size Reduction of One-Tape and Multitape Finite Automata

Before 2005, see, e.g., the list of doctoral theses in Computer Science (Report Series A).