Timo Knuutila
Professor
knuutila@utu.fi +358 40 019 3092 Joukahaisenkatu 1 Turku : 456 I |
Machine learning; combinatorial optimization; formal languages and automata.
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.
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.
- Young mobile users: Radical and individual – Not (2014)
- Telematics and Informatics
- Machine configuration and workload balancing for multi-product PCB assembly (2013) Proceedings of the 16th International Multiconference INFORMATION SOCIETY - IS 2013 Attila Tóth, Timo Knuutila, Olli S Nevalainen
- Minimizing the assembly cycle time on a revolver gantry machine (2013)
- Computers and Operations Research
- Organizing the nozzle magazine of a gantry-type PCB assembly machine (2013)
- International Journal of Advanced Manufacturing Technology
- Tracking and Integration Aspects of a Mobile Augmented Reality Tool for Shipbuilding (2013) IEEE ISMAR 2013 Joint Workshop on Tracking Methods & Applications and TrakMark J-P Arimaa, R Suominen, A Euranto, O Lahdenoja, T Knuutila, T Lehtonen
- App Store, Marketplace, Play! An Analysis of Multi-Homing in Mobile Software Ecosystems (2012)
- CEUR Workshop Proceedings
- Revenue Models of Application Developers in Android Market Ecosystem (2012)
- International Conference on Software Business
- The Emerging Mobile Ecosystems: An Introductory Analysis of Android Market (2012) Hyrynsalmi Sami, Suominen Arho, Mäkilä Tuomas, Knuutila Timo
- Towards Usability Heuristics for Games Utilizing Speech Recognition (2012) 4th Asian Conference on Simulation and AI in Computer Games & 4th Asian Simulation Technology Conference Aki Halonen, Sami Hyrynsalmi, Kai K Kimppa, Timo Knuutila, Jouni Smed, Harri Hakonen
- Modeling the machine configuration and line-balancing problem of a PCB assembly line with modular placement machines (2011)
- International Journal of Advanced Manufacturing Technology
- Organizing the operation of radial machine sequencers for multiple PCB types (2011)
- Computers and Industrial Engineering
- Using nonlinear mixed intreger optimization in printed circuit board assembly (2011) Proc. Applications of mathematics & computer engineering Emet Stefan, Nevalainen Olli S, Knuutila Timo
- Construction of component tapes for radial placement machines (2010)
- Computers and Operations Research
- Estimating printed circuit board assembly times using neural networks (2010)
- International Journal of Production Research
- Reconfiguring Flexible Machine Modules of a PCB Assembly Line (2010) Toth A, Knuutila T, Nevalainen O
- Workload balancing in printed circuit board assembly (2010)
- International Journal of Advanced Manufacturing Technology
- Selecting the Nozzle Assortment for a Gantry-Type Placement Machine (2008) Raduly-Baka Cs, Knuutila T, Johnsson M, Nevalainen O,
- Minimising the Number of Tool Switches with Tools of Different Sizes (2005) Csaba Raduly-Baka, Timo Knuutila, Olli S. Nevalainen
