Kai Virtanen

Beech, D., Mansikka, H., Harris, D., Virtanen, K. & Pattyn, N., 8 Aug 2024, Handbook of Mental Performance : Lessons from High Performance Domains . Routledge, p. 226-264 39 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

Open Access

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10 Downloads (Pure)

2023

Accuracy and Similarity of Team Situation Awareness in Simulated Air Combat

Mansikka, H., Harris, D. & Virtanen, K., Jun 2023, In: Aerospace Medicine and Human Performance. 94, 6, p. 429-436 8 p.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

2 Citations (Scopus)

Federated learning for coalition forces : possibilities of distributed machine learning in military context

Vasankari, L. & Virtanen, K., 2023. 2 p.

Research output: Contribution to conference › Abstract › Scientific › peer-review

Hypersoonisten aseiden torjunnan simulointi

Öström, J., Sailaranta, T. & Virtanen, K., 2023. 3 p.

Research output: Contribution to conference › Abstract › Scientific › peer-review

Ilmaoperaation komentajan tahdon mukaisen hävittäjäparvien toimintavaihtoehdon tunnistaminen monikriteerisen päätösanalyysin tuella

Virtanen, K., Mansikka, H. & Kankaisto, M., 2023. 2 p.

Research output: Contribution to conference › Abstract › Scientific › peer-review

Independent postulates for subjective expected utility

Harju, M., Liesiö, J. & Virtanen, K., 23 Oct 2023, (E-pub ahead of print) In: THEORY AND DECISION. 10 p.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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1 Citation (Scopus)

60 Downloads (Pure)

Operational Research : methods and applications

Petropoulos, F., Laporte, G., Aktas, E., Alumur, S. A., Archetti, C., Ayhan, H., Battarra, M., Bennell, J. A., Bourjolly, J. M., Boylan, J. E., Breton, M., Canca, D., Charlin, L., Chen, B., Cicek, C. T., Cox, L. A., Currie, C. S. M., Demeulemeester, E., Ding, L. & Disney, S. M. & 30 others, Ehrgott, M., Eppler, M. J., Erdosğan, G., Fortz, B., Franco, L. A., Frische, J., Greco, S., Gregory, A. J., Hämäläinen, R. P., Herroelen, W., Hewitt, M., Holmström, J., Hooker, J. N., Işık, T., Johnes, J., Kara, B. Y., Karsu, Ö., Kent, K., Köhler, C., Kunc, M., Kuo, Y. H., Letchford, A. N., Leung, J., Li, D., Li, H., Lienert, J., Ljubić, I., Lodi, A., Saarinen, L. & Virtanen, K., 2023, (E-pub ahead of print) In: Journal of the Operational Research Society.

Research output: Contribution to journal › Review Article › peer-review

Open Access

5 Citations (Scopus)

Päätöksenteon arvioinnin kehittäminen ilmataistelukoulutuksessa

Lipponen, T., Mansikka, H., Virtanen, K. & Harris, D., 2023. 2 p.

Research output: Contribution to conference › Abstract › Scientific › peer-review

Team Performance in Air Combat : A Teamwork Perspective

Mansikka, H., Virtanen, K., Harris, D. & Järvinen, J., 2023, In: International Journal of Aerospace Psychology. 33, 4, p. 232-246

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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1 Citation (Scopus)

70 Downloads (Pure)

What we got Here, is a Failure to Coordinate : Implicit and Explicit Coordination in Air Combat

Mansikka, H., Virtanen, K. & Harris, D., Sept 2023, In: Journal of Cognitive Engineering and Decision Making. 17, 3, p. 279-293

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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4 Citations (Scopus)

49 Downloads (Pure)

2022

Advancing construction of conditional probability tables of Bayesian networks with ranked nodes method

Laitila, P. & Virtanen, K., 17 Nov 2022, In: International Journal of General Systems. 51, 8, p. 758-790

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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4 Citations (Scopus)

181 Downloads (Pure)

Choosing the most economically advantageous tender using a multi-criteria decision analysis approach

Lehtonen, J. M. & Virtanen, K., 14 Apr 2022, In: Journal of Public Procurement. 22, 2, p. 164-179

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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9 Citations (Scopus)

243 Downloads (Pure)

Portraying probabilistic relationships of continuous nodes in Bayesian networks with ranked nodes method

Laitila, P. & Virtanen, K., Mar 2022, In: Decision Support Systems. 154, 113709.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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7 Citations (Scopus)

106 Downloads (Pure)

Weight watchers: NASA-TLX weights revisited

Virtanen, K., Mansikka, H., Kontio, H. & Harris, D., 2 Nov 2022, In: THEORETICAL ISSUES IN ERGONOMICS SCIENCE. 23, 6, p. 725–748 24 p.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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19 Citations (Scopus)

141 Downloads (Pure)

2021

Frontlog scheduling in aircraft line maintenance: From explorative solution design to theoretical insight into buffer management

Öhman, M., Hiltunen, M., Virtanen, K. & Holmström, J., Mar 2021, In: Journal of Operations Management. 67, 2, p. 120-151 32 p.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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14 Citations (Scopus)

200 Downloads (Pure)

Live–virtual–constructive simulation for testing and evaluation of air combat tactics, techniques, and procedures: Part 2: demonstration of the framework

Mansikka, H., Virtanen, K., Harris, D. & Salomäki, J., Oct 2021, In: Journal of Defense Modeling and Simulation. 18, 4, p. 295-308 14 p.

Research output: Contribution to journal › Article › Scientific › peer-review

11 Citations (Scopus)

Live–virtual–constructive simulation for testing and evaluation of air combat tactics, techniques, and procedures: Part 1: assessment framework

Mansikka, H., Virtanen, K., Harris, D. & Salomäki, J., Oct 2021, In: Journal of Defense Modeling and Simulation. 18, 4, p. 285-293 9 p.

Research output: Contribution to journal › Article › Scientific › peer-review

17 Citations (Scopus)

Normative Performance Measurement in Simulated Air Combat

Mansikka, H., Virtanen, K., Mäkinen, L. & Harris, D., 2021, In: Aerospace Medicine and Human Performance. 92, 11, p. 908-912 5 p.

Research output: Contribution to journal › Article › Scientific › peer-review

2 Citations (Scopus)

Team situation awareness accuracy measurement technique for simulated air combat - Curvilinear relationship between awareness and performance

Mansikka, H., Virtanen, K., Uggeldahl, V. & Harris, D., Oct 2021, In: Applied Ergonomics. 96, 10 p., 103473.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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14 Citations (Scopus)

149 Downloads (Pure)

The relationship between the dynamic model of crew resource management and line operational safety audits

Harris, D., Mansikka, H. & Virtanen, K., 2021, In: International Journal of Human Factors and Ergonomics. 8, 4, p. 319-330 12 p.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

1 Citation (Scopus)

2020

Measurement of team performance in air combat–have we been underperforming?

Mansikka, H., Virtanen, K., Harris, D. & Jalava, M., 29 Jun 2020, In: THEORETICAL ISSUES IN ERGONOMICS SCIENCE. 22 p.

Research output: Contribution to journal › Article › Scientific › peer-review

12 Citations (Scopus)

On Theoretical Principle and Practical Applicability of Ranked Nodes Method for Constructing Conditional Probability Tables of Bayesian Networks

Laitila, P. & Virtanen, K., May 2020, In: IEEE Transactions on Systems, Man, and Cybernetics : Systems. 50, 5, p. 1943-1955 13 p.

Research output: Contribution to journal › Article › Scientific › peer-review

8 Citations (Scopus)

2019

Comparison of NASA-TLX scale, modified Cooper-Harper scale and mean inter-beat interval as measures of pilot mental workload during simulated flight tasks

Mansikka, H., Virtanen, K. & Harris, D., 27 Jan 2019, In: Ergonomics. 62, 2, p. 246-254

Research output: Contribution to journal › Article › Scientific › peer-review

Control of exterior ballistic properties of spin-stabilized bullet by optimizing internal mass distribution

Lahti, J., Sailaranta, T., Harju, M. & Virtanen, K., 1 Feb 2019, In: Defence Technology. 15, 1, p. 38-50 13 p.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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7 Citations (Scopus)

317 Downloads (Pure)

Pilot competencies as components of a dynamic human-machine system

Mansikka, H., Harris, D. & Virtanen, K., Nov 2019, In: Human factors and ergonomics in manufacturing and service industries. 29, 6, p. 466-477 12 p.

Research output: Contribution to journal › Article › Scientific › peer-review

14 Citations (Scopus)

Rationalizable strategies in games with incomplete preferences

Kokkala, J., Berg, K., Virtanen, K. & Poropudas, J., Mar 2019, In: THEORY AND DECISION. 86, 2, p. 185–204

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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5 Citations (Scopus)

90 Downloads (Pure)

Spatial multi-attribute decision analysis: Axiomatic foundations and incomplete preference information

Harju, M., Liesiö, J. & Virtanen, K., 16 May 2019, In: European Journal of Operational Research. 275, 1, p. 167-181 15 p.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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18 Citations (Scopus)

265 Downloads (Pure)

2018

A Machine Learning Framework for Performance Prediction of an Air Surveillance System

Jylhä, J., Ruotsalainen, M., Väisänen, V., Virtanen, K., Harju, M. & Väilä, M., 2018, European Microwave Week 2017: "A Prime Year for a Prime Event", EuMW 2017 - Conference Proceedings; 14th European Microwave Conference, EURAD 2017. IEEE, p. 187-190

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access

Direct Least Square Fitting of Hyperellipsoids

Kesäniemi, M. & Virtanen, K., 2018, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 1, p. 63-76

Research output: Contribution to journal › Article › Scientific › peer-review

Dissociation Between Mental Workload, Performance, and Task Awareness in Pilots of High Performance Aircraft

Mansikka, H., Virtanen, K. & Harris, D., 2018, In: IEEE Transactions on Human-Machine Systems. 49, 1, p. 1-9

Research output: Contribution to journal › Article › Scientific › peer-review

25 Citations (Scopus)

Simulation Metamodeling Using Dynamic Bayesian Networks with Multiple Time Scales

Harju, M., Virtanen, K. & Poropudas, J., 19 Dec 2018, Proceedings of The 9th EUROSIM Congress on Modelling and Simulation (EUROSIM 2016), The 57th SIMS Conference on Simulation and Modelling (SIMS 2016). Juuso, E., Dahlquist, E. & Leiviskä, K. (eds.). Linköping University Electronic Press, p. 619-625 7 p. 090. (Linköping electronic conference proceedings; no. 142).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access

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215 Downloads (Pure)

2017

An Input-Process-Output Model of Pilot Core Competencies

Mansikka, H., Harris, D. & Virtanen, K., 2017, In: Aviation Psychology and Applied Human Factors. 7, 2, p. 78-85

Research output: Contribution to journal › Article › Scientific › peer-review

A RCS model of complex targets for radar performance prediction

Vaila, M., Jylha, J., Väisänen, V., Perala, H., Visa, A., Harju, M. & Virtanen, K., 7 Jun 2017, 2017 IEEE Radar Conference, RadarConf 2017. IEEE, p. 430-435 6 p. 7944241

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access

8 Citations (Scopus)

2016

Fighter pilots’ heart rate, heart rate variation and performance during instrument approaches

Mansikka, H., Simola, P., Virtanen, K., Harris, D. & Oksama, L., 1 Oct 2016, In: Ergonomics. 59, 10, p. 1344-1352 9 p.

Research output: Contribution to journal › Article › Scientific › peer-review

57 Citations (Scopus)

Improving Construction of Conditional Probability Tables for Ranked Nodes in Bayesian Networks

Laitila, P. & Virtanen, K., 1 Jul 2016, In: IEEE Transactions on Knowledge and Data Engineering. 28, 7, p. 1691-1705 15 p., 7420741.

Research output: Contribution to journal › Article › Scientific › peer-review

31 Citations (Scopus)

Optimizing locations of decoys for protecting surface-based radar against anti-radiation missile with multi-objective ranking and selection

Mattila, V., Virtanen, K., Muttilainen, L., Jylhä, J. & Väisänen, V., 2016, 2016 10th European Conference on Antennas and Propagation (EuCAP 2016). IEEE, p. 2319-2330 12 p. (Proceedings of the European Conference on Antennas and Propagation).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Relationship between Situation Awareness and other Core Competencies: A Case Study of Pilot Proficiency Checks

Mansikka, H., Harris, D. & Virtanen, K., 2016, Proceedings of the 32nd European Association for Aviation Psychology (EAAP) Conference. European Association for Aviation Psychology (EAAP)

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Professional

Relationship Between the Core Competencies: A Case Study of Operator Proficiency Checks

Mansikka, H., Harris, D. & Virtanen, K., Sept 2016, 32nd European Association for Aviation Psychology (EAAP) Conference . European Association for Aviation Psychology (EAAP)

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Professional

2015

Fighter pilots' heart rate, heart rate variation and performance during an instrument flight rules proficiency test

Mansikka, H., Virtanen, K., Harris, D. & Simola, P., 22 Dec 2015, In: Applied Ergonomics. 56, p. 213-219 7 p.

Research output: Contribution to journal › Article › Scientific › peer-review

55 Citations (Scopus)

Optimizing locations of decoys for protecting surface-based radar against anti-radiation missile with multi-objective ranking and selection

Mattila, V., Virtanen, K., Muttilainen, L., Jylhä, J. & Vaisanen, V., 23 Jan 2015, Proceedings of the 2014 Winter Simulation Conference, WSC 2014. Tolk, A., Yilmaz, L., Diallo, S. Y. & Ryzhov, I. O. (eds.). IEEE, p. 2319-2330 12 p. 7020076. (Proceedings - Winter Simulation Conference; vol. 2015-January).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

1 Citation (Scopus)

Ranking and selection for multiple performance measures using incomplete preference information

Mattila, V. & Virtanen, K., 2015, In: European Journal of Operational Research. 242, 2, p. 568-579

Research output: Contribution to journal › Article › Scientific › peer-review

21 Citations (Scopus)

2014

Maintenance scheduling of a fleet of fighter aircraft through multi-objective simulation-optimization

Mattila, V. & Virtanen, K., 2014, In: SIMULATION: TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL. 90, 9, p. 1023-1040

Research output: Contribution to journal › Article › Scientific › peer-review

25 Citations (Scopus)

Optimizing locations of decoys for protecting surface-based radar against anti-radiation missile with multi-objective ranking and selection

Mattila, V., Virtanen, K., Muttilainen, L., Jylhä, J. & Väisänen, V., 2014, The 2014 Winter Simulation Conference, Savannah, GA, Dec. 7.-10.2014. p. 2319-2330

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

2013

A simulated annealing algorithm for noisy multiobjective optimization

Mattila, V., Virtanen, K. & Hämäläinen, R., 2013, In: Journal of Multi-Criteria Decision Analysis. 20, 5-6, p. 255-276

Research output: Contribution to journal › Article › Scientific › peer-review

6 Citations (Scopus)

Simulation metamodelling with Bayesian networks

Pousi, J., Poropudas, J. & Virtanen, K., 2013, In: JOURNAL OF SIMULATION. 7, 4, p. 297-311

Research output: Contribution to journal › Article › Scientific › peer-review

9 Citations (Scopus)

2011

Multiple Input and Multiple Output Simulation Metamodeling using Bayesian Networks

Poropudas, J., Pousi, J. & Virtanen, K., 2011, 2011 Winter Simulation Conference, Phoenix, AZ, USA, Dec. 11.-14.2011. p. 569-580

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

5 Citations (Scopus)

Scheduling Fighter Aircraft Maintenance with Reinforcement Learning

Mattila, V. & Virtanen, K., 2011, Winter Simulation Conference, Phoenix, AZ, Dec. 11.-14.2011. S. Jain, R. R. C. & J. Himmelspach, K. P. W. (eds.). p. 1-12

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

13 Citations (Scopus)

Kai Virtanen

Research output

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