Dr.

Janne Tapio Koljonen

Publications

1          Personal Information

Name:                         Janne Tapio Koljonen

Date of Birth:              7th March 1980

Place of Birth:             Vaasa, Finland

Education:                   Doctor of Science in Technology (Automation technology)

Email:                         jako@uwasa.fi

Homepage:                  http://www.uwasa.fi/~jako/

2          Publications (57)

2.1         Theses (2)

[Kol10a]          Janne Koljonen: Computer Vision and Optimization Methods Applied to the Measurements of In-Plane Deformations. Acta Wasaensia 219, University of Vaasa. PhD thesis, 2010. ISBN: 978-952-476-295-3.

[Kol04a]          Janne Koljonen: Virtual Keeper – Java-pohjainen konenäkösovellus. [Virtual Keeper – A Java Based Machine Vision Application]. Faculty of Technology, University of Vaasa (Finland). M.Sc. thesis, 2004. URL: http://www.uwasa.fi/~jako/publications/VirtualKeeper.pdf. See also [Kol04c, Kol05b].

2.2         Journal Articles (7)

[Els23d]          Mahmoud Elsanhoury, Caner Çuhac, Janne Koljonen & Mohammed Elmusrati: “Nonlinear Estimation of Incident Solar Irradiance on Finland Using Discrete-time Extended Kalman Smoothers”, The Journal of Technology Research JTR, 1:1, 2023. College of Industrial Technology – Misurata.

[Els22]             Mahmoud Elsanhoury, Petteri Mäkelä, Janne Koljonen, Petri Välisuo, Ahm Shamsuzzoha, Timo Mantere, Mohammed Elmusrati, Heidi Kuusniemi: “Precision Positioning for Smart Logistics using Ultra-Wideband Technology-Based Indoor Navigation: a Review”, IEEE Access, 10: 44413–44445, April, 2022. doi: 10.1109/ACCESS.2022.3169267.

[Kol11b]          Janne Koljonen: “Comparison of nearest point algorithms by genetic algorithms”, Expert Systems with Applications, 38(8): 10303–10311, August, 2011. Elsevier. doi: 10.1016/j.eswa2011.02.056.

[Kol08e]          Janne Koljonen & Jarmo T. Alander: “Deformation image generation for testing a strain measurement algorithm”, Optical Engineering, 47(10), October 2008. SPIE. doi:10.1117/1.2993319.

[Kol08b]          Janne Koljonen, Torbjörn E.M. Nordling & Jarmo T. Alander: “A review of genetic algorithms in near infrared spectroscopy and chemometrics: past and future”, Journal of Near Infrared Spectroscopy, 16(3): 189–198, July 2008. IM Publications. doi: 10.1255/jnirs.778.

[Ala08]            Jarmo T. Alander, Antti Autere, Olli Kanniainen, Janne Koljonen, Petri Välisuo & Torbjörn E.M. Nordling: “Near infrared wavelength relevance detection of ultraviolet radiation-induced erythema”, Journal of Near Infrared Spectroscopy, 16(3): 233–242, July 2008. IM Publications. doi: 10.1255/jnirs.782.

[Kol07a]          Janne Koljonen, Markus Mannila & Merja Wanne: “Testing the performance of a 2D nearest point algorithm with genetic algorithm generated Gaussian distributions”, Expert Systems with Applications, 32(3): 879–889, April 2007. Elsevier. doi: 10.1016/j.eswa.2006.1.030.

2.3         Books and Book Chapters (3)

[Jas23]             Minna-Maarit Jaskari, Annukka Jokipii, Sanna Eronen, Laura Urrila, Hanna Leipämaa-Leskinen, Henna Syrjälä, Laura Havinen, Niina Koivunen, Janne Koljonen & Mohammed Elmusrati: Kevyesti flipaten : Opettajien kokemuksia käänteisestä opettamisesta, Vaasan yliopiston raportteja 42, University of Vaasa, 2023. ISBN: 978-952-395-086-3.

[Kyt11b]         Kimmo Kyttä & Janne Koljonen: “Jatkuva arviointi [Continuous assessment]”, in Oppaiden opas – vinkkejä opetukseen opintopolun eri vaiheissa, Eeva Myller (ed.), pp. 102–106 Aalto-yliopiston julkaisusarja TIEDE + TEKNOLOGIA 14/2011. Multiprint Oy, Helsinki 2011.

[Kyt11a]          Kimmo Kyttä & Janne Koljonen: “Yhteistoiminnallinen oppiminen [cooperative learning]”, in Oppaiden opas – vinkkejä opetukseen opintopolun eri vaiheissa, Eeva Myller (ed.), pp. 98–101, Aalto-yliopiston julkaisusarja TIEDE + TEKNOLOGIA 14/2011. Multiprint Oy, Helsinki 2011.

2.4         Papers in Conference Proceedings (41)

[Els23c]           Mahmoud Elsanhoury, Jyri Nieminen, Petri Välisuo, Akpo Siemuri, Janne Koljonen, Mohammed Elmusrati & Heidi Kuusniemi: ”Precise Indoor Positioning System for Mobile Robots via Smoothed UWB/IMU Sensor Fusion”, in Proceedings of the 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023), Nuremberg (Germany), 25–28 Sept. 2023. IEEE.

[Els23b]           Mahmoud Elsanhoury, Jyri Nieminen, Petri Välisuo, Janne Koljonen, Akpo Siemuri, Mohammed Elmusrati & Heidi Kuusniemi: ”Indoor Asset Tracking in Dense Industrial Environments Using Low-cost Wireless Technologies”, in Proceedings of WIPHAL 2023: Work-in-Progress in Hardware and Software for Location Computation 2023, Castellon (Spain), 6–8 June, 2023.

[Els23a]           Mahmoud Elsanhoury, Akpo Siemuri, Jyri Nieminen, Petri Välisuo, Janne Koljonen, Heidi Kuusniemi & Mohammed Elmusrati: ”Emerging Wireless Technologies for Reliable Indoor Navigation in Industrial Environments”, in Proceedings of the 36th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2023). Denver (Colorado, USA), 11–15 September, 2023. ION.

[Els21]             Mahmoud Elsanhoury, Janne Koljonen, Petri Välisuo, Mohammed Elmusrati & Heidi Kuusniemi: “Survey on Recent Advances in Integrated GNSSs Towards Seamless Navigation Using Multi-Sensor Fusion Technology”, in Proceedings of the 34th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2021), St. Louis (Missouri, USA), 20–24 September, 2021. ION.

[Kol19]            Janne Koljonen, Vladimir A. Bochko, Sami J. Lauronen & Jarmo T. Alander: ”Fast fixed-point bicubic interpolation algorithm on FPGA”, in Proceedings of IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC), Helsinki (Finland), 29–30 October, 2019, pp. 1–7. IEEE.
URL: https://ieeexplore.ieee.org/document/8906933

[Wu19]            Migzhang Wu, Janne Koljonen & Timo Mantere: ”Addressing resource allocation issues in cloud computing environment with ant colony optimization”, in Proceeding of Automaatiopäivät23, Oulu (Finland), 15–16 May, 2019. Finnish Society of Automation. Extended abstract. URL: https://www.automaatioseura.fi/site/assets/files/1896/20_au-23_paper_20_ea.pdf

[Che13]           Vladimir Chernov, Janne Koljonen, Jarmo T. Alander & Vladimir Bochko: ”Video enhancement methods for monitoring submersible biological resources”, in Proceeding of the 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013), Arto Visala (ed.), Helsinki (Finland), 23 Aug., 2013. International Federation of Automatic Control (IFAC). USB stick proceedings.

[Ruo11]           Mika Ruohonen, Petri Välisuo, Janne Koljonen, Christian Söderbacka, Anssi Jäntti, Vladimir Chernov, Vladimir Bochko & Jarmo T. Alander: ”VIS/NIR-stereoscopy in medical applications”, in Green Innovation & Energy Saving Strategy from Finland and Asia: Proceedings of the 18th Nagano Jisso Forum/the 8th Annual International New Exploratory Technologies Conference (NEXT 2011), A. Tuomionen, S. Wakabayashi, T. Onishi, H. Nishida, H. Tabata, K. Higuchi, H. Sayama & S. Mishima (eds.), Nagano (Japan), 26–27 Oct., 2011, pp. 193–205. University of Turku, Shinshu University, Nagano Prefectural Institute of Technology. ISBN 978-951-29-4729-4.

[Kol10d]         Janne Koljonen & Jarmo T. Alander: ”Yhteistoiminnallinen oppiminen ja jatkuva kirjallinen arviointi: kehittämiskohteena signaalinkäsittelyn peruskurssi” [Cooperative learning and continuous written assessment], in Proceedings of the Symposium of Engineering Education (ReflekTori 2010), Eeva Myller (ed.), Espoo (Finland), 9–10 Dec., 2010, pp. 97–99. Aalto University, Lifelong Learning Institute Dipoli. Dipoli-Reports B, 2010:1.

[Sut10]            Severi Sutinen, Janne Koljonen & Jarmo T. Alander: ”Towards Mobile VIS-NIR Spectroscopy”, in Proceedings of the Seventh International New Exploratory Technologies Conference (NEXT 2010), Aulis Tuominen & Timo Korpela (eds.), Turku (Finland), 19–21 Oct., 2010, pp. 27–39. University of Turku.

[Kol10c]          Janne Koljonen: ”Partially separable fitness function and smart genetic opera-tors for area-based image registration – Part 2: new operators”, in Proceedings of the 14th Finnish Artificial Intelligence Conference (STeP 2010), Pahikkala, Väyrynen, Kortela & Airola (eds.), Espoo (Finland), 17–18 Aug. 2010, pp. 54–61. Finnish Artificial Intelligence Society (FAIS).

[Kol10b]          Janne Koljonen, Mats Björkqvist & Jarmo T. Alander: ”Online machine vision for elementary engineering courses”, in Proceedings of the 14th Finnish Artificial Intelligence Conference (STeP 2010), Pahikkala, Väyrynen, Kortela & Airola (eds.), Espoo (Finland), 17–18 Aug. 2010, pp. 62–69. Finnish Artificial Intelligence Society (FAIS).

[Man09]          Timo Mantere & Janne Koljonen: “Ant colony optimization and a hybrid genetic algorithm for Sudoku solving”, in Proceedings of the 15th International Conference on Soft Computing (MENDEL 2009), Brno (Czech Republic), 24–26 June 2009, pages 41–48.

[Kol08c]          Janne Koljonen: “Partially separable fitness function and smart genetic operators for area-based image registration”, in Proceedings of the 13th Finnish Artificial Intelligence Conference (STeP 2008), Espoo (Finland), 20–22 Aug. 2008, pages 4–14. Finnish Artificial Intelligence Society (FAIS).

[Norr08]          Filip Norrgård, Toni Harju, Janne Koljonen & Jarmo T. Alander: “LEDall2 – An improved adaptive LED lighting system for digital photography”, in Proceedings of the 13th Finnish Artificial Intelligence Conference (STeP 2008), Espoo (Finland), 20–22 Aug. 2008, pages 46–51. Finnish Artificial Intelligence Society (FAIS).

[Man08b]        Timo Mantere & Janne Koljonen: “Sudoku solving with cultural swarms”, in Proceedings of the 13th Finnish Artificial Intelligence Conference (STeP 2008), Espoo (Finland), 20–22 Aug. 2008, pages 60–67. Finnish Artificial Intelligence Society (FAIS).

[Kol08a]          Janne Koljonen, Tuomas Katajarinne, Annette Lönnqvist & Jarmo T. Alander: “Validation of digital speckle correlation strain measurements with extensometer”, in Proceedings of the International Conference of International Deep Drawing Research Group (IDDRG2008), Olofström, Sweden, 16–18 June 2008, CD-ROM proceedings.

[Man08a]         Timo Mantere & Janne Koljonen: “Solving and Analyzing Sudokus with Cultural Algorithms”, in Proceedings of the 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), Hong Kong, China, 1–6 June 2008, pages 4054–4061.

[Man07]          Timo Mantere & Janne Koljonen: “Solving, Rating and Generating Sudoku Puzzles with GA”, in Proceedings of the IEEE Congress on Evolutionary computation (CEC 2007), Singapore, 2007, pages 1382–1389.

[Kol07f]          Janne Koljonen, Olli Kanniainen & Jarmo T. Alander: ”An implicit validation approach for digital image correlation based strain measurements”, in Proceedings of the IEEE International Conference on Computer as a Tool  (EUROCON 2007), Warsaw (Poland), 9–12 Sept. 2007, pages 250–257.

[Kol07e]          Janne Koljonen, Timo Mantere, Olli Kanniainen & Jarmo T. Alander: “Searching strain field parameters by genetic algorithms”, in Intelligent Robots and Computer Vision XXV: Algorithms, Techniques, and Active Vision, David P. Casasent, Ernest L. Hall, Juha Röning (eds.). Optics East 2007 (OE07), Boston (Massachusetts, USA), 9–11 Sept. 2007. Proceedings of SPIE, Vol. 6764, pages 67640O-1–9.

[Kol07d]         Janne Koljonen, Olli Kanniainen & Jarmo T. Alander: “Dynamic template size control in digital image correlation based strain measurements”, in Intelligent Robots and Computer Vision XXV: Algorithms, Techniques, and Active Vision, David P. Casasent, Ernest L. Hall, Juha Röning (eds.). Optics East 2007 (OE07), Boston (Massachusetts, USA), 9–11 Sept. 2007. Proceedings of SPIE, Vol. 6764, pages 67640L-1–12.

[Kol07c]          Janne Koljonen, Timo Mantere, & Jarmo T. Alander: “Parameter optimization of numerical methods using accelerated estimation of cost function: a case study”, in Proceedings of the Finnish Signal Processing Symposium (Finsig 2007), Matti Niskanen, Janne Heikkilä (eds.), Oulu (Finland), 30th Aug. 2007. CD-ROM proceedings.

[Kol07b]          Janne Koljonen, Jarmo T. Alander, Torbjörn E.M. Nordling & P. Välisuo: “A review on evolutionary optimisation and search methods in NIR spectroscopy”, in Proceedings of the 13th Int. Conf. on Near Infrared Spectroscopy (13th ICNIRS), Umeå-Vasa (Sweden-Finland), 15–21 Jun. 2007. USB FlashDrive abstract proceedings.

[Aut07b]         Janne Koljonen, Antti Autere*, Jarmo T. Alander & Petri Välisuo: “The effects of sun exposure on near infrared spectra of human skin”, in Proceedings of the 13th Int. Conf. on Near Infrared Spectroscopy (13th ICNIRS), Umeå-Vasa (Sweden-Finland), 15–21 Jun. 2007. USB FlashDrive abstract proceedings. (* = Principal author.)

[Ala07]            Janne Koljonen, Jarmo T. Alander*, Torbjörn E.M. Nordling, Antti Autere, Petri Välisuo & Olli Kanniainen: “The effects of erythema on near-infrared absorption spectra”, in Proceedings of the 13th Int. Conf. on Near Infrared Spectroscopy (13th ICNIRS), Umeå-Vasa (Sweden-Finland), 15–21 Jun. 2007. USB FlashDrive abstract proceedings. (* = Principal author.)

[Aut07a]          Janne Koljonen, Antti Autere*, Jarmo T. Alander & Petri Välisuo: “Principal and independent component analysis of near infrared spectra: two examples”, in Proceedings of the 13th Int. Conf. on Near Infrared Spectroscopy (13th ICNIRS), Umeå-Vasa (Sweden-Finland), 15–21 Jun. 2007. USB FlashDrive abstract proceedings. (* = Principal author.)

[Man06]          Timo Mantere & Janne Koljonen: “Solving and rating Sudoku puzzles with genetic algorithms”, in Proceedings of the 12th Finnish Artificial Intelligence Conference (STeP 2006), Eero Hyvönen, Tomi Kauppinen, Jukka Kortela, Mikko Laukkanen, Tapani Raiko, Kim Viljanen (eds.), Espoo (Finland), 25–27 Oct. 2006, pages 86–92. Finnish Artificial Intelligence Society (FAIS).

[Kol06d]         Janne Koljonen: “On fitness distance distributions and correlations, GA performance, and population size of fitness functions with translated optima”, in Proceedings of the Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006), Honkela, Kortela, Raiko, Valpola (eds.), Espoo (Finland), 25–27 Oct. 2006, pages 68–74. Finnish Artificial Intelligence Society (FAIS).

[Kol06c]          Janne Koljonen & Jarmo T. Alander: “Effects of population size and relative elitism on optimization speed and reliability of genetic algorithms”, in Proceedings of the Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006), Honkela, Kortela, Raiko, Valpola (eds.), Espoo (Finland), 25–27 Oct. 2006, pages 54–60. Finnish Artificial Intelligence Society (FAIS).

[Kol06b]          Janne Koljonen & Jarmo T. Alander: “Genetic algorithm for optimizing fuzzy image pattern matching”, in Proceedings of the Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006), Honkela, Kortela, Raiko, Valpola (eds.), Espoo (Finland), 25–27 Oct. 2006, pages 46–53. Finnish Artificial Intelligence Society (FAIS).

[Nor06]           Tornbjörn E.M. Nordling, Janne Koljonen, Josefina Nyström, Ida Boden, Britta Lindholm-Sethson, Paul Geladi & Jarmo T. Alander: “Melanooman diagnosointi spektriä optimoimalla” [“Diagnosis of melanoma by optimizing spectrum”], in Proceedings of Lääkäripäivät [Physician days], Helsinki (Finland), 8–12 Jan. 2006. URL: ftp://ftp.uwasa.fi/cs/report05-4. In Finnish. Revised from [Nor05].

[Nor05]           Tornbjörn EM Nordling, Janne Koljonen, Josefina Nyström, Ida Boden, Britta Lindholm-Sethson, Paul Geladi & Jarmo T. Alander: ”Wavelength selection by genetic algorithms in near infrared spectra for melanoma diagnosis”, in Proceedings of the 3rd European Medical & Biological Engineering Conference (EMBEC™05), Prague (Czech Republic), 20–25 Nov. 2005. IFMBE Proceedings, Vol. 11. ISSN: 1727-1983. URL: ftp://ftp.uwasa.fi/cs/report05-4. See also [Nor04].

[Kol05b]          Janne Koljonen, Olli Kanniainen & Jarmo T. Alander: “Intersection-point determination in Virtual Keeper using machine vision”, in Intelligent Robots and Computer Vision XXIII: Algorithms, Techniques, and Active Vision, David P. Casasent, Ernest L. Hall, Juha Röning (eds.). Optics East 2005 (OE05), Boston (Massachusetts, USA), 23–26 Oct. 2005. Proceedings of SPIE, Vol. 6006, pages 60060E-1–12. URL: ftp://ftp.uwasa.fi/cs/report05-3. See also [Kol04a, Kol04c].

[Kol05a]          Janne Koljonen, Olli Kanniainen, Heikki J. Salminen, Jarmo T. Alander, Kimmo Salmenjoki, Nils-Erik Eriksson & Erik Fällman: “Cross border education – case study of engineering courses”, in Proceedings of the 4th International Conference New Horizons in Industry, Business and Education (NHIBE 2005), Corfu (Greece), 26th Aug. 2005, pages 190–195. ISBN 960-85316-9-1. URL: ftp://ftp.uwasa.fi/cs/report05-2/JSP_Corfu.ps.

[Kol04e]          Janne Koljonen & Jarmo T. Alander: “Solving the ‘urban horse’ problem by backtracking and genetic algorithm – a comparison”, in Proceedings of the 11th Finnish Artificial Intelligence Conference (STeP 2004), Jarmo T. Alander, Pekka Ala-Siuru and Heikki Hyötyniemi (eds.), Vantaa (Finland), 1-3 Sep. 2004, Vol. 3, pages 127-136. Finnish Artificial Intelligence Society (FAIS). URL: ftp://ftp.uwasa.fi/cs/report04-2/UHP.ps.

[Kol04d]         Janne Koljonen, Juhani Lappalainen, Jarmo T. Alander.& Antti Backman: “LEDall – adaptive LED lighting system”, in Proceedings of the 11th Finnish Artificial Intelligence Conference (STeP 2004), Jarmo T. Alander, Pekka Ala-Siuru and Heikki Hyötyniemi (eds.), Vantaa (Finland), 1-3 Sep. 2004, Vol. 3, pages 115-125. Finnish Artificial Intelligence Society (FAIS). URL: ftp://ftp.uwasa.fi/cs/report04-2/LEDall.ps. See also http://www.uwasa.fi/~jako/LEDall/.

[Kol04c]          Janne Koljonen & Jarmo T. Alander: “Machine vision game Virtual Keeper – a cybernetic challenge”, in Proceedings of the 11th Finnish Artificial Intelligence Conference (STeP 2004), Heikki Hyötyniemi, Pekka Ala-Siuru and Jouko Seppänen (eds.), Vantaa (Finland), 1-3 Sep. 2004, Vol. 1, pages 29-42. Finnish Artificial Intelligence Society (FAIS). URL: ftp://ftp.uwasa.fi/cs/report04-2/VK.ps. See also [Kol04a] and http://www.uwasa.fi/~jako/virtualkeeper/.

[Nor04]           Torbjörn EM Nordling, Janne Koljonen, Jarmo T. Alander & Paul Geladi: “Genetic algorithms as a tool for wavelength selection”, in Proceedings of the 11th Finnish Artificial Intelligence Conference (STeP 2004), Jarmo T. Alander, Pekka Ala-Siuru and Heikki Hyötyniemi (eds.), Vantaa (Finland), 1-3 Sep. 2004, Vol. 3, pages 99-113. Finnish Artificial Intelligence Society (FAIS). URL: ftp://ftp.uwasa.fi/cs/report04-2/GAWavelengthSelection.ps.

[Kol04b]         Janne Koljonen & Jarmo T. Alander: “Integrating the courses of digital electronics and signal processing by median filters”, in Proceedings of the 6th Nordig Signal Processing Symposium (Norsig 2004), Jarno Tanskanen (ed.), Espoo (Finland), 9-11 Jun. 2004. Helsinki University of Technology, CD-ROM proceedings. URL: ftp://ftp.uwasa.fi/cs/report04-1/median.ps.

[Las03]            A. Lashkul, K.G. Lisunov, E. Lähderanta, J. Koljonen. & M. Shakhov: “Transport properties of p-Type CdSb”, in Proceedings of the 37th Annual Conference of the Finnish Physical Society, Helsinki (Finland), 20-22 March, 2003, Vol. 1(11), page 296.

2.5         Presentations in Conferences (exclusive papers in 2.3) (2)

[Kol08d]         Janne Koljonen: “Measurements based on image in material engineering”, presented by invitation in: the 2nd International Seminar on Novel Sheet Metal Forming Technologies (NSF’08), Espoo (Finland), 29–30 Oct. 2008.

[Kol06a]          Janne Koljonen, Timo Mantere & Jarmo T. Alander: “Soft computing in quality control of embedded systems: applications and future visions”, presented by invitation in: the 3rd Annual NEXT (New EXploratory Technologies) Conference, Salo (Finland), 5–6 Oct. 2006. URL: ftp://ftp.uwasa.fi/cs/report06-2/NEXT06.pdf.

2.6         Miscellaneous (scientific magazines, speeches, etc.) (2)

[Kol11a]          Janne Koljonen: “Puhe promoottoreille [A speech to the conferrers of degrees]”, [speech] presented in: Gala dinner of the Conferment of Doctoral Degrees of the University of Vaasa, Vaasa (Finland), 27 May, 2011. URL: http://www.uwasa.fi/promootio2011/promootiopuheet/puhe_koljonen.pdf.

 

Modified: June 20, 2023.