Kai Virtanen
Professor of Practice, Systems Analysis Laboratory at Aalto University School of Business
Schools
- Aalto University School of Business
Links
Biography
Aalto University School of Business
Peer-reviewed scientific articles
Journal article-refereed, Original researchImproving Construction of Conditional Probability Tables for Ranked Nodes in Bayesian Networks
Laitila, Pekka; Virtanen, Kai2016 in IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (IEEE Computer Society)ISSN: 1041-4347Fighter pilots’ heart rate, heart rate variation and performance during instrument approaches
Mansikka, Heikki; Simola, Petteri; Virtanen, Kai; Harris, Don; Oksama, Lauri2016 in ERGONOMICS (Taylor and Francis Ltd.)ISSN: 0014-0139Fighter pilots' heart rate, heart rate variation and performance during an instrument flight rules proficiency test
Mansikka, Heikki; Virtanen, Kai; Harris, Don; Simola, Petteri2015 in APPLIED ERGONOMICS (Elsevier)ISSN: 0003-6870Ranking and selection for multiple performance measures using incomplete preference information
Mattila, Ville; Virtanen, Kai2015 in EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (Elsevier Science B.V.)ISSN: 0377-2217Maintenance scheduling of a fleet of fighter aircraft through multi-objective simulation-optimization
Mattila, Ville; Virtanen, Kai2014 in SIMULATION: TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL (SAGE Publications Ltd)ISSN: 0037-5497A simulated annealing algorithm for noisy multiobjective optimization
Mattila, Ville; Virtanen, Kai; Hämäläinen, Raimo2013 in JOURNAL OF MULTI-CRITERIA DECISION ANALYSIS (John Wiley and Sons Ltd)ISSN: 1057-9214Simulation metamodelling with Bayesian networks
Pousi, Jouni; Poropudas, Jirka; Virtanen, Kai2013 in JOURNAL OF SIMULATION (Palgrave Macmillan Ltd.)ISSN: 1747-7778Simulation Metamodeling with Dynamic Bayesian Networks
Poropudas, Jirka; Virtanen, Kai2011 in EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (Elsevier Science B.V.)ISSN: 0377-2217Game Theoretic Validation and Analysis of Air Combat Simulation Models
Poropudas, Jirka; Virtanen, Kai2010 in IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans (Institute of Electrical and Electronics Engineers Inc.)ISSN: 1083-4427Automated generation of realistic near-optimal aircraft trajectories
Karelahti, Janne; Virtanen, Kai; Öström, John2008 in JOURNAL OF GUIDANCE CONTROL AND DYNAMICS (American Institute of Aeronautics and Astronautics Inc. (AIAA))ISSN: 0731-5090Improving maintenance decision making in the Finnish Air Force through simulation
Mattila, Ville; Virtanen, Kai; Raivio, Tuomas2008 in INTERFACES (INFORMS)ISSN: 0092-2102Near-Optimal Missile Avoidance Trajectories via Receding Horizon Control
Karelahti, Janne; Virtanen, Kai; Raivio, Tuomas2007 in Journal of Guidance, Control, and Dynamics (INFORMS)Game Optimal Support Time of a Medium Range Air-to-Air Missile
Karelahti, Janne; Virtanen, Kai; Raivio, Tuomas2006 in Journal of Guidance, Control, and Dynamics (INFORMS)Team Optimal Signaling Strategies in Air Combat
Virtanen, Kai; Hämäläinen, Raimo P.; Mattila, Ville2006 in IEEE Transaction on Systems, Man, and Cybernetics (INFORMS)Modeling Air Combat by a Moving Horizon Influence Diagram Game
Virtanen, Kai; Karelahti, Janne; Raivio, Tuomas2006 in Journal of Guidance, Control, and Dynamics (INFORMS)Modeling Pilot s Sequential Maneuvering Decisions by a Multistage Influence Diagram
Virtanen, Kai; Raivio, Tuomas; Hämäläinen, Raimo P.2004 in Journal of Guidance, Control, and Dynamics (INFORMS)VIATO - Visual Interactive Aircraft Trajectory Optimization
Virtanen, K.; Ehtamo, H; Raivio, T.; Hämäläinen, R.P.1999 in IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews (INFORMS)Decision theoretical approach to pilot simulation
Virtanen, K.; Raivio, T.; Hämäläinen, R.P.1999 in JOURNAL OF AIRCRAFT (American Institute of Aeronautics and Astronautics Inc. (AIAA))Conference proceedingsOptimizing locations of decoys for protecting surface-based radar against anti-radiation missile with multi-objective ranking and selection
Mattila, Ville; Virtanen, Kai; Muttilainen, Lasse; Jylha, Juha; Vaisanen, Ville2016 in Proceedings of the European Conference on Antennas and Propagation (IEEE)ISBN: 9781509022342ISSN: 2164-3342Optimizing locations of decoys for protecting surface-based radar against anti-radiation missile with multi-objective ranking and selection
Mattila, Ville; Muttilainen, Lasse; Virtanen, Kai; Jylhä, Juha; Väisänen, V.2014 Scheduling Fighter Aircraft Maintenance with Reinforcement Learning
Mattila, Ville; Virtanen, Kai2011 Multiple Input and Multiple Output Simulation Metamodeling using Bayesian Networks
Poropudas, Jirka; Pousi, Jouni; Virtanen, Kai2011 Simulation Metamodeling in Continuous Time Using Dynamic Bayesian Networks
Poropudas, Jirka; Virtanen, Kai2010 Game Theoretic Simulation Metamodeling Using Stochastic Kriging
Pousi, Jouni; Poropudas, Jirka; Virtanen, Kai2010 Game Theoretic Validation of Air Combat Simulation Models
Poropudas, Jirka; Virtanen, Kai2009 Influence Diagrams in Analysis of Discrete Event Simulation Data
Poropudas, Jirka; Virtanen, Kai2009 Adaptive controller for the avoidance of an unknownly guided air combat missile
Karelahti, Janne; Virtanen, Kai2008 ISSN: 0191-2216Automated Solution of Realistic Near-Optimal Aircraft Trajectories Using Computational Optimal Control and inverse Simulation
Karelahti, Janne; Virtanen, Kai; Öström, John2007 Analyzing air combat simulation results with dynamic bayesian networks
Poropudas, Jirka; Virtanen, Kai2007 Near-optimal missile avoidance trajectories via receding horizon control
Karelahti, Janne; Virtanen, Kai; Raivio, Tuomas2006 Sceduling periodic maintenance of aircraft through simulation-based optimization
Mattila, Ville; Virtanen, Kai2006 Game Theoretic Analysis of an Air Combat Simulation Model
Poropudas, Jirka; Virtanen, Kai2006 A simulation-based optimization model to schedule periodic maintenance of a fleet of aircraft
Mattila, Ville; Virtanen, Kai2005 Simulating pilot's decision making by an influence diagram game
Virtanen, Kai; Raivio, Tuomas; Hämäläinen, Raimo2005 A Multistage Influence Diagram Game for Maneuvering Decisions in Air Combat
Virtanen, Kai; Karelahti, Janne; Raivio, Tuomas; Hämäläinen, Raimo P.2004 A simulation model for aircraft maintenance in an uncertain operational environment
Mattila, Ville; Virtanen, Kai; Raivio, Tuomas2003 Influence diagram modeling of decision making in a dynamic game setting
Virtanen, Kai; Raivio, Tuomas; Hämäläinen, Raimo2003 An influence diagram approach to one-on-one air combat
Virtanen, K.; Raivio, T.; Hämäläinen, R.P.2002 A Simulation Model for Military Aircraft Maintenance and Availability
Raivio, T.; Kuumola, E.; Mattila, V.A.; Virtanen, K.; Hämäläinen, R.P.2001 Team Optimal Signaling Strategies in Air Combat
Virtanen, Kai; Hämäläinen, Raimo P.; Mattila, Ville2001 Modeling Pilot´s Sequential Maneuvering Decisions by a Multistage Influence Diagram
Virtanen, Kai; Raivio, Tuomas; Hämäläinen, Raimo P.2001 Microcomputer simulation of optimal flight paths
Raivio, T.; Virtanen, K.; Ehtamo, H.; Hämäläinen, R.P.1998 Modeling pilot decision making by an influence diagram
Virtanen, K.; Raivio, T.; Hämäläinen, R.P.1998 A decision analytic approach to flight simulation
Virtanen, K.; Raivio, T.; Hämäläinen, R.P.1998 VIATO - Visual interactive aircraft trajectory optimization
Virtanen, K.; Ehtamo, H.; Raivio, T.; Hämäläinen, R.P.1997 Interactive aircraft trajectory optimization and simulation
Ehtamo, H.; Virtanen, K.1996 Publications intended for professional communities
Article in professional conference proceedingsRelationship Between the Core Competencies: A Case Study of Operator Proficiency Checks
Mansikka, Heikki; Harris, Don; Virtanen, Kai2016 Published development or research reportOptimal pilot decisions and flight trajectories in air combat
Virtanen, Kai2005 Game Optimal Support Time of a Medium Range Air-to-Air Missile
Karelahti, Janne; Virtanen, Kai; Raivio, Tuomas2004 Simulation Metamodeling Using Dynamic Bayesian Networks with Multiple Time Scales
Harju, Mikko; Virtanen, Kai; Poropudas, Jirka2016
Improving Construction of Conditional Probability Tables for Ranked Nodes in Bayesian Networks
Laitila, Pekka; Virtanen, Kai
2016 in IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (IEEE Computer Society)ISSN: 1041-4347
Fighter pilots’ heart rate, heart rate variation and performance during instrument approaches
Mansikka, Heikki; Simola, Petteri; Virtanen, Kai; Harris, Don; Oksama, Lauri
2016 in ERGONOMICS (Taylor and Francis Ltd.)ISSN: 0014-0139
Fighter pilots' heart rate, heart rate variation and performance during an instrument flight rules proficiency test
Mansikka, Heikki; Virtanen, Kai; Harris, Don; Simola, Petteri
2015 in APPLIED ERGONOMICS (Elsevier)ISSN: 0003-6870
Ranking and selection for multiple performance measures using incomplete preference information
Mattila, Ville; Virtanen, Kai
2015 in EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (Elsevier Science B.V.)ISSN: 0377-2217
Maintenance scheduling of a fleet of fighter aircraft through multi-objective simulation-optimization
Mattila, Ville; Virtanen, Kai
2014 in SIMULATION: TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL (SAGE Publications Ltd)ISSN: 0037-5497
A simulated annealing algorithm for noisy multiobjective optimization
Mattila, Ville; Virtanen, Kai; Hämäläinen, Raimo
2013 in JOURNAL OF MULTI-CRITERIA DECISION ANALYSIS (John Wiley and Sons Ltd)ISSN: 1057-9214
Simulation metamodelling with Bayesian networks
Pousi, Jouni; Poropudas, Jirka; Virtanen, Kai
2013 in JOURNAL OF SIMULATION (Palgrave Macmillan Ltd.)ISSN: 1747-7778
Simulation Metamodeling with Dynamic Bayesian Networks
Poropudas, Jirka; Virtanen, Kai
2011 in EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (Elsevier Science B.V.)ISSN: 0377-2217
Game Theoretic Validation and Analysis of Air Combat Simulation Models
Poropudas, Jirka; Virtanen, Kai
2010 in IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans (Institute of Electrical and Electronics Engineers Inc.)ISSN: 1083-4427
Automated generation of realistic near-optimal aircraft trajectories
Karelahti, Janne; Virtanen, Kai; Öström, John
2008 in JOURNAL OF GUIDANCE CONTROL AND DYNAMICS (American Institute of Aeronautics and Astronautics Inc. (AIAA))ISSN: 0731-5090
Improving maintenance decision making in the Finnish Air Force through simulation
Mattila, Ville; Virtanen, Kai; Raivio, Tuomas
2008 in INTERFACES (INFORMS)ISSN: 0092-2102
Near-Optimal Missile Avoidance Trajectories via Receding Horizon Control
Karelahti, Janne; Virtanen, Kai; Raivio, Tuomas
2007 in Journal of Guidance, Control, and Dynamics (INFORMS)Game Optimal Support Time of a Medium Range Air-to-Air Missile
Karelahti, Janne; Virtanen, Kai; Raivio, Tuomas
2006 in Journal of Guidance, Control, and Dynamics (INFORMS)Team Optimal Signaling Strategies in Air Combat
Virtanen, Kai; Hämäläinen, Raimo P.; Mattila, Ville
2006 in IEEE Transaction on Systems, Man, and Cybernetics (INFORMS)Modeling Air Combat by a Moving Horizon Influence Diagram Game
Virtanen, Kai; Karelahti, Janne; Raivio, Tuomas
2006 in Journal of Guidance, Control, and Dynamics (INFORMS)Modeling Pilot s Sequential Maneuvering Decisions by a Multistage Influence Diagram
Virtanen, Kai; Raivio, Tuomas; Hämäläinen, Raimo P.
2004 in Journal of Guidance, Control, and Dynamics (INFORMS)VIATO - Visual Interactive Aircraft Trajectory Optimization
Virtanen, K.; Ehtamo, H; Raivio, T.; Hämäläinen, R.P.
1999 in IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews (INFORMS)Decision theoretical approach to pilot simulation
Virtanen, K.; Raivio, T.; Hämäläinen, R.P.
1999 in JOURNAL OF AIRCRAFT (American Institute of Aeronautics and Astronautics Inc. (AIAA))Optimizing locations of decoys for protecting surface-based radar against anti-radiation missile with multi-objective ranking and selection
Mattila, Ville; Virtanen, Kai; Muttilainen, Lasse; Jylha, Juha; Vaisanen, Ville
2016 in Proceedings of the European Conference on Antennas and Propagation (IEEE)ISBN: 9781509022342
ISSN: 2164-3342
Optimizing locations of decoys for protecting surface-based radar against anti-radiation missile with multi-objective ranking and selection
Mattila, Ville; Muttilainen, Lasse; Virtanen, Kai; Jylhä, Juha; Väisänen, V.
2014 Scheduling Fighter Aircraft Maintenance with Reinforcement Learning
Mattila, Ville; Virtanen, Kai
2011 Multiple Input and Multiple Output Simulation Metamodeling using Bayesian Networks
Poropudas, Jirka; Pousi, Jouni; Virtanen, Kai
2011 Simulation Metamodeling in Continuous Time Using Dynamic Bayesian Networks
Poropudas, Jirka; Virtanen, Kai
2010 Game Theoretic Simulation Metamodeling Using Stochastic Kriging
Pousi, Jouni; Poropudas, Jirka; Virtanen, Kai
2010 Game Theoretic Validation of Air Combat Simulation Models
Poropudas, Jirka; Virtanen, Kai
2009 Influence Diagrams in Analysis of Discrete Event Simulation Data
Poropudas, Jirka; Virtanen, Kai
2009 Adaptive controller for the avoidance of an unknownly guided air combat missile
Karelahti, Janne; Virtanen, Kai
2008 ISSN: 0191-2216
Automated Solution of Realistic Near-Optimal Aircraft Trajectories Using Computational Optimal Control and inverse Simulation
Karelahti, Janne; Virtanen, Kai; Öström, John
2007 Analyzing air combat simulation results with dynamic bayesian networks
Poropudas, Jirka; Virtanen, Kai
2007 Near-optimal missile avoidance trajectories via receding horizon control
Karelahti, Janne; Virtanen, Kai; Raivio, Tuomas
2006 Sceduling periodic maintenance of aircraft through simulation-based optimization
Mattila, Ville; Virtanen, Kai
2006 Game Theoretic Analysis of an Air Combat Simulation Model
Poropudas, Jirka; Virtanen, Kai
2006 A simulation-based optimization model to schedule periodic maintenance of a fleet of aircraft
Mattila, Ville; Virtanen, Kai
2005 Simulating pilot's decision making by an influence diagram game
Virtanen, Kai; Raivio, Tuomas; Hämäläinen, Raimo
2005 A Multistage Influence Diagram Game for Maneuvering Decisions in Air Combat
Virtanen, Kai; Karelahti, Janne; Raivio, Tuomas; Hämäläinen, Raimo P.
2004 A simulation model for aircraft maintenance in an uncertain operational environment
Mattila, Ville; Virtanen, Kai; Raivio, Tuomas
2003 Influence diagram modeling of decision making in a dynamic game setting
Virtanen, Kai; Raivio, Tuomas; Hämäläinen, Raimo
2003 An influence diagram approach to one-on-one air combat
Virtanen, K.; Raivio, T.; Hämäläinen, R.P.
2002 A Simulation Model for Military Aircraft Maintenance and Availability
Raivio, T.; Kuumola, E.; Mattila, V.A.; Virtanen, K.; Hämäläinen, R.P.
2001 Team Optimal Signaling Strategies in Air Combat
Virtanen, Kai; Hämäläinen, Raimo P.; Mattila, Ville
2001 Modeling Pilot´s Sequential Maneuvering Decisions by a Multistage Influence Diagram
Virtanen, Kai; Raivio, Tuomas; Hämäläinen, Raimo P.
2001 Microcomputer simulation of optimal flight paths
Raivio, T.; Virtanen, K.; Ehtamo, H.; Hämäläinen, R.P.
1998 Modeling pilot decision making by an influence diagram
Virtanen, K.; Raivio, T.; Hämäläinen, R.P.
1998 A decision analytic approach to flight simulation
Virtanen, K.; Raivio, T.; Hämäläinen, R.P.
1998 VIATO - Visual interactive aircraft trajectory optimization
Virtanen, K.; Ehtamo, H.; Raivio, T.; Hämäläinen, R.P.
1997 Interactive aircraft trajectory optimization and simulation
Ehtamo, H.; Virtanen, K.
1996 Publications intended for professional communities
Article in professional conference proceedingsRelationship Between the Core Competencies: A Case Study of Operator Proficiency Checks
Mansikka, Heikki; Harris, Don; Virtanen, Kai2016 Published development or research reportOptimal pilot decisions and flight trajectories in air combat
Virtanen, Kai2005 Game Optimal Support Time of a Medium Range Air-to-Air Missile
Karelahti, Janne; Virtanen, Kai; Raivio, Tuomas2004 Simulation Metamodeling Using Dynamic Bayesian Networks with Multiple Time Scales
Harju, Mikko; Virtanen, Kai; Poropudas, Jirka2016
Relationship Between the Core Competencies: A Case Study of Operator Proficiency Checks
Mansikka, Heikki; Harris, Don; Virtanen, Kai
2016 Optimal pilot decisions and flight trajectories in air combat
Virtanen, Kai
2005 Game Optimal Support Time of a Medium Range Air-to-Air Missile
Karelahti, Janne; Virtanen, Kai; Raivio, Tuomas
2004 Simulation Metamodeling Using Dynamic Bayesian Networks with Multiple Time Scales
Harju, Mikko; Virtanen, Kai; Poropudas, Jirka2016
Simulation Metamodeling Using Dynamic Bayesian Networks with Multiple Time Scales
Harju, Mikko; Virtanen, Kai; Poropudas, Jirka
2016 Read about executive education
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