Timo
Knuutila
Professor, Data analytics
Professor

Contact

+358 40 019 3092
Joukahaisenkatu 1
20520
Turku

Areas of expertise

Machine learning
combinatorial optimization
formal languages and automata.

Biography

Professor Timo Knuutila is a proficient computer scientist, software engineer and educator with over 30 years of experience. His specialities include algorithms, optimization, machine learning and theory of automata. Knuutila has published ca. 60 internationally reviewed scientific articles,
directed 9 doctoral theses and over 50 master's theses
in the areas of computer science and software engineering.
He has been the responsible leader of ca. 15 externally funded research and education projects
and a leading researcher in several other research projects.

Teaching

The main areas of the courses I have lectured have been
(1) programming languages and software engineering and
(2) artificial intelligence.
The first area includes courses like Declarative programming, Logic programming, Object-oriented
programming, Software engineering for global enterprises, Production planning and optimization, and 
Programming language concepts, while the second one consists of Artificial intelligence, Data
mining, Machine learning, and Deep learning. Since the middle of the 1990’s majority of my teaching
has been given in English.

Publications

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Classification of Atrial Fibrillation and Acute Decompensated Heart Failure Using Smartphone Mechanocardiography: A Multi-label Learning Approach (2020)

IEEE Sensors Journal
Saeed Mehrang, Olli Lahdenoja, Matti Kaisti, Mojtaba Jafari Tadi, Tero Hurnanen, Antti Airola, Timo Knuutila, Jussi Jaakkola, Samuli Jaakkola, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Tero Koivisto, Mikko Pänkäälä
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

Atrial Fibrillation Detection via Accelerometer and Gyroscope of a Smartphone (2018)

IEEE Journal of Biomedical and Health Informatics
Olli Lahdenoja, Tero Hurnanen, Zuhair Iftikhar, Sami Nieminen, Timo Knuutila, Antti Saraste, Tuomas Kiviniemi, Tuija Vasankari, Juhani Airaksinen, Mikko Pänkäälä, Tero Koivisto
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))