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  • E-mailmonica.patrascu@uib.no
  • Phone+47 55 58 85 01
  • Visitor Address
    Alrek helseklynge, blokk D, Årstadveien 17
    5009 Bergen
  • Postal Address
    Postboks 7804
    5020 Bergen

Monica Patrascu, Eng, received a PhD in Systems Engineering and a MSc in Intelligent Systems from University Politehnica of Bucharest, Romania. They are the coordinator of the Complex Systems Laboratory (xLab) at University Politehnica of Bucharest, working with complex and intelligent systems, a postdoctoral fellow at the Centre for Elderly and Nursing Home Medicine (SEFAS) at University of Bergen, Norway, working with modeling complex biosystems and, as part of Neuro-SysMed, developing digital biomarkers for symptom tracking in real-world everyday life for older adults, persons with dementia including the end of life, and Parkinson’s disease.

Dr. Patrascu's main contributions are in the fields of intelligent systems and control engineering, particularly in evolutionary computing, fuzzy controllers and intelligent agents & multi-agent systems with applications in a wide variety of domains. Starting with the educational years, they have specialized in research that is at the intersection between intelligent systems and control engineering. This multi-disciplinary area is well rooted under the larger umbrella of systems engineering, requiring out-of-the-box thinking when it comes to combining the inherent heuristics of artificial intelligence with the rigorous requirements of control and systems theory, especially when dealing with real world applications. In this regard, one of the most interesting challenges they had to face has been to transfer knowledge between areas of research, in the face of heterogenous terminology when dealing with inter-and cross-disciplinary research. In medical research, Dr. Patrascu is applying techniques derived from systems dynamics and artificial intelligence in the advanced signal processing of sensor data and to model nonlinear and biological processes associated with the human body and complex chronic conditions.

Invited talks and presentations

2023    Invited talk, Regional Committee for Medical and Health Research Ethics, Vest Norge, Bergen, Norway, "AI in healthcare: the ethical perspective"

2023    Invited talk, Pandemi Frokost, Alrek Healthcare Cluster,Bergen, Norway, "How can we use knowledge-based artificial intelligence to model infodemics?"

2023    Invited talk, Yale University, New Haven, Conneticutt, USA, "Digital phenotyping in dementia and Parkinson's disease"

2023    Invited talk, MIT Massachusetts Institute of Technology, Cambridge, Massachusetts, USA, "Digital phenotyping in dementia and Parkinson's disease"

2023    Invited talk, Harvard McLean Hospital, Boston,Massachusetts, USA, "Digital phenotyping in dementia and Parkinson's disease"

2023    Presentation, Long-Term Consequences of the COVID-19 Pandemic for Society, Bergen, Norway, "Can Predictive Agent-Based Models Offer a Glimpse into the Long-Term Pandemic-Infodemic Co-evolution?"

2023    Invited lecture, Clinical Pharmacy, Faculty of Medicine, University of Bergen, Bergen, Norway, "AI in Healthcare"

2023    Invited talk, SFWA Nebula Conference, Anaheim, Canada, Panel on "Writing a Moving Target: AI for the Bewildered" (as A. Kelly)

2023    Invited talk, Seminar in Engineering Computing, Western Norway University of Applied Sciences, Bergen, Norway, "Position control with evolutionary learning for wheeled vehicles"

2022    Invited talk, UiB AI Seminar #4 Examples of Medical AI, University of Bergen, Bergen, Norway, "AI in Dementia Research"

2022    Invited talk, Logic & AI Seminar, University of Bergen, Bergen, Norway, "How we made a crowd with a brain - creating behaviors at MAS system level by specifying only local agent behaviors"

2022    Invited talk, Indo-Norway Webinar on Digital Ethics: Ethical Issues of Artificial Intelligence in Healthcare, "Developing Accountable and Sustainable AI Systems"

2021    Presentation, CDC 2021: Conference on Decision and Control, Austin, Texas, USA, "Robust Position Control for High Slip Risk TricycleRobots with Real-coded Genetic Algorithms"

2021    Invited talk, InnoRes: Innovation Seminar at IGS, University of Bergen, Norway, "Ageing-in-the-loop"

2021    Presentation, ECC 2021: European Control Conference, Delft, Netherlands, "Design of Stabilizing Predictor-based Controller for Closed Loop Traffic Control with Real-Coded Genetic Algorithms"

2011    Presentation, ICAPAI 2021: International Conference on Applied Artificial Intelligence, Halden, Norway, "Smith Predictor Approximation for Industrial Control Applications with Genetic Algorithms"

2019    Invited Talk, FNSSPRI 2019, Forum on Smart State, Romanian Senate, Bucharest, Romania, The Future of (Smart) Work Panel, "Smart Intelligence sau Inteligenta Desteapta"

2018    Presentation, 17th RoEduNet Conference: Networking in Education and Research, Cluj-Napoca, Romania, "Plug-and-play Self-configuration and Integration in Swarm Robotics"

2017    Presentation, 16th RoEduNet Conference: Networking in Education and Research, Targu Mures, Romania, "Encoder-based Path Tracking with Adaptive Cascaded Control for a Three Omni-wheel Robot"

2017    Presentation, EAIS 2017: IEEE Conf. on Evolving and Adaptive Intelligent Systems, Ljubljana, Slovenia, "An Immune Evolution Mechanism for the Study of Stress Factors in Supervised and Controlled Systems"

2017    Presentation, ITST 2017: 15th International Conference on ITS Telecomunications, Warsaw, Poland, "Route Encoding in Evolutionary Control Systems for Emergency Vehicles"

2016    Presentation, EUROSIM 2016: 9th EUROSIM Congress on Modelling and Simulation, Oulu, Finland, "Controlling Emergency Vehicles in Urban Traffic with Genetic Algorithms"

2014    Presentation, ICSTCC 2014: 18th Intl. Conf. on Systems Theory, Control and Computing, Sinaia, Romania, "Emergent Intelligence in Agents: a Scalable Architecture for Smart Cities"

2014    Presentation, ICSTCC 2014: 18th Intl. Conf. on Systems Theory, Control and Computing, Sinaia, Romania, "Real Time Agent Based Simulation for Smart City Emergency Protocols"

2012    Presentation, UNITE 2nd Doctoral Symposium, Sofia, Bulgaria, "Service Orientation for Intelligent Building Management: an IoT and IoS Perspective"

2011    Presentation, 2012 UKACC International Conference on Control, Cardiff, UK, "Hybrid Geno-Fuzzy Controller For Seismic Vibration Control"

2009    Presentation, 17th Intl. Conference on Control Systems and Computer Science, "Fuzzy control strategies for magnetorheological dampers"

 

Awards and recognition of research and professional activities

2022    Session chair, EUMAS 2022: 19th European Conference on Multi-Agent Systems, Dusseldorf, Germany

2021    Session chair, MoA17 Control Applications I, CDC 2021: Conference on Decision and Control, Austin, Texas, USA

2021    Session chair, WeA01 Transportation and Traffic Control, ECC 2021: European Control Conference, Delft, Netherlands

2020    Five-Year Merit Award for professional excellence at the Department of Automatic Control and Systems Engineering, Faculty of Automatic Control and Computers, University Politehnica of Bucharest, Romania (UPB)

2017    Award for Research Results (scientific articles) offered by the Executive Agency for Higher Education, Research, Development and Innovation Funding (UEFISCDI)

2017    Elevation to the grade of IEEE Senior Member

2015    Five-Year Merit Award for professional excellence at the Department of Automatic Control and Systems Engineering, Faculty of Automatic Control and Computers, University Politehnica of Bucharest, Romania (UPB)

2015    Two Awards for Research Results (scientific articles) offered by the Executive Agency for Higher Education, Research, Development and Innovation Funding (UEFISCDI)

2011    Session co-chair, ThC09 Evolutionary Algorithms, IFAC 2011: 18th World Congress, Milano, Italy

2007    Award, 3rd place at the Student Scientific Communications Session, Faculty of Automatic Control and Computers, University Politehnica of Bucharest, Romania (UPB)

2006    Award, 1st place at the Student Scientific Communications Session, Faculty of Automatic Control and Computers, University Politehnica of Bucharest, Romania (UPB)

 

Outreach, organisation and management

2018-2019    Coordinator of the Workshop series "InGear for the Future" (Complex Systems Laboratory, University Politehnica of Bucharest, Romania) bringing together alumni and students for professional advice and guidance.

2016-2021    Development and organization of a master program in Complex Systems (in English) at the Department of Automatic Control and Systems Engineering, University Politehnica of Bucharest, Romania (UPB).

2012-2021    Coordinator of two education awareness advertising campaigns at the Department of Automatic Control and Systems Engineering, for bachelor and master studies, which include conceptual planning, live presentations, graphics and other materials (posters, banners, brochures, flyers); the campaigns are ongoing and have been designed to popularize the field of Systems Engineering among students.

2012-2021    Implementing department and faculty recognition through branding techniques (posters, flyers, photoshoots, brochures, business cards, tags and personalized department paraphernalia, book covers).

2008-2015    Organization/committee member for various conferences and workshops: CSCS-20 (20th International Conference on Control Systems and Computer Science), CSCS-19, IWoCPS (International Workshop on Cyber Physical Systems), IFAC Workshop SWIIS (Supplementary Ways for Improving International Stability), CSCS-17, IESS 1.6 (International Conference on Exploring Service Science).

 

Supervision: 7 PhD candidates (2 finalized), 21 Master students, 39 Bachelor dissertations

Lectures (bachelor and master): Control Systems Engineering, Complex Systems Automation, Introduction to Complex Systems (in English), Control Systems in Robotics, Artificial Intelligence.

Individualized Lectures (doctoral studies): Self-organizing systems, Multi-agent systems, Complex Systems. 

Laboratory Practice and Seminars: Control Systems Engineering, Complex Systems Automation, Control Systems in Robotics, Artificial Intelligence, Modelling and Simulation, Intelligent Control Systems, Basics of Automated Systems.

Founder of the Master Program in Complex Systems, University Politehnica of Bucharest (in English); Administrator and Member of the Research Advisory Committees.

Institutional Responsibilities (selected): Member of Research Advisory Committees for Doctoral Studies, Graduate Student Advisor (Masters dissertation) and Member of the Master Dissertation Examination Committee; Member of the Bachelor Thesis Examination Committee; Undergraduate Student Advisor (Bachelor dissertation); Laboratory manager (LIRA); Coordinator of summer practice stages for 3rd years.

  • Show author(s) (2024). Oral symptoms in dying nursing home patients. Results from the prospective REDIC study. BMC Oral Health.
  • Show author(s) (2023). Writing a Moving Target: AI for the Bewildered (as Ava Kelly).
  • Show author(s) (2023). Tremor Detection with Wavelets from Acceleration Measurements in Parkinson's Disease.
  • Show author(s) (2023). Stability Analysis for Single-Lane Traffic with a Relay Controller in a Closed Loop. Electronics.
  • Show author(s) (2023). Position control with evolutionary learning for wheeled vehicles.
  • Show author(s) (2023). How can we use knowledge-based artificial intelligence to model infodemics?
  • Show author(s) (2023). Digital phenotyping in dementia and Parkinson's disease.
  • Show author(s) (2023). Digital phenotyping in dementia and Parkinson's disease.
  • Show author(s) (2023). Digital phenotyping in dementia and Parkinson's disease.
  • Show author(s) (2023). Crowd Simulation with Deliberative-Reactive Agents.
  • Show author(s) (2023). Contagion Propagation with Rule-Based Reasoning and Decentralized Control in an Agent-Based Susceptible-Infected-Recovered-Susceptible Infodemic Model.
  • Show author(s) (2023). AI in healthcare: the ethical perspective.
  • Show author(s) (2023). AI in Healthcare.
  • Show author(s) (2022). Understanding pain and agitation through system analysis algorithms in people with dementia. A novel explorative approach by the DIGI.PAIN study. Frontiers in Pain Research.
  • Show author(s) (2022). Predictive Agent-Based Crowd Model Design Using Decentralized Control Systems. IEEE Systems Journal. 1383-1394.
  • Show author(s) (2022). How we made a crowd with a brain - creating behaviors at MAS system level by specifying only local agent behaviors.
  • Show author(s) (2022). Engineering Emergence: A Survey on Control in the World of Complex Networks. Automation. 176-196.
  • Show author(s) (2022). Digital phenotyping by wearable-driven artificial intelligence in older adults and people with Parkinson's disease: Protocol of the mixed method, cyclic ActiveAgeing study. PLOS ONE. 1-19.
  • Show author(s) (2022). Developing Accountable and Sustainable AI Systems.
  • Show author(s) (2022). AI in Dementia Research.
  • Show author(s) (2022). Initial Conditions Sensitivity Analysis of a Two-Species Butterfly-Effect Agent-Based Model. 19 pages.
  • Show author(s) (2021). Smith Predictor Approximation for Industrial Control Applications with Genetic Algorithms.
  • Show author(s) (2021). Robust Position Control for High Slip Risk Tricycle Robots with Real-coded Genetic Algorithms. IEEE Conference on Decision and Control. Proceedings.
  • Show author(s) (2021). Deterministic matrix-based radiative design using a new general formulation of exergy and exergy efficiency for hybrid solar collectors. Applied Thermal Engineering.
  • Show author(s) (2021). Design of Stabilizing Predictor-based Controller for Closed Loop Traffic Control with Real-Coded Genetic Algorithms.
  • Show author(s) (2021). Ageing-in-the-loop.
  • Show author(s) (2020). Performance Analysis of Genetic Algorithms for Route Computation Applied to Emergency Vehicles in Uncertain Traffic. UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science.
  • Show author(s) (2019). Smart Intelligence sau Inteligența Deșteaptă.
  • Show author(s) (2019). Control System Design for Unicycle Robots Using Genetic Algorithms with Pareto Immunization.
  • Show author(s) (2019). AI and Individualized Education in Phys Ed and Sport.
  • Show author(s) (2019). A Scalable Algorithm for Self-Organization in Event-Triggered Networked Control Systems.
  • Show author(s) (2018). Sisteme de conducere a proceselor cu timp mort (Control systems for time delay processes).
  • Show author(s) (2018). Plug-and-play Self-configuration and Integration in Swarm Robotics.
  • Show author(s) (2018). On the design and optimization of constructal networks of heat exchangers by considering entropy generation minimization and thermoeconomics. Proceedings of the Romanian Academy. Series A Mathematics, Physics, Technical Sciences, Information Science.
  • Show author(s) (2018). Modeling air leakage in buildings caused by the cyclic variation of the atmospheric pressure. Building Services Engineering Research & Technology.
  • Show author(s) (2018). Mobile Robot Control Systems (Sisteme de Conducere pentru Roboti Mobili). Editura Politehnica.
  • Show author(s) (2018). Design of Semi-Active Seismic Vibration Controllers Using Fuzzy Logic and Evolutionary Optimization.
  • Show author(s) (2018). Controlling Emergency Vehicles in Urban Traffic with Genetic Algorithms.
  • Show author(s) (2017). Self-Adaptation in Genetic Algorithms for Control Engineering: The Case of Time Delay Systems.
  • Show author(s) (2017). Route encoding in evolutionary control systems for emergency vehicles.
  • Show author(s) (2017). Encoder-based path tracking with adaptive cascaded control for a three omni-wheel robot.
  • Show author(s) (2017). Consideration of a new extended power law of air infiltration through the building’s envelope providing estimations of the leakage area. Energy and Buildings.
  • Show author(s) (2017). An immune evolution mechanism for the study of stress factors in supervised and controlled systems.
  • Show author(s) (2017). Agent Based Modelling of Smart Structures: The Challenges of a New Research Domain.
  • Show author(s) (2017). A geno-neural approach to data fusion for fixed infrared sensor arrays.
  • Show author(s) (2016). MOTION-AE: an Intelligent Mobile Application for Aerobic Endurance Training. International Journal of Artificial Intelligence.
  • Show author(s) (2016). Evolutionary Modeling of Industrial Plants and Design of PID Controllers.
  • Show author(s) (2016). Development of a data acquisition and command board for the control of a didactic 3D crane system.
  • Show author(s) (2016). Applying Agent Based Simulation to the Design of Traffic Control Systems with Respect to Real-World Urban Complexity.
  • Show author(s) (2016). A Scalable Agent Based Model for Building Security Simulation. International Journal of Artificial Intelligence.
  • Show author(s) (2015). Value Co-Creation In A Virtual Smart Building Service Enterprise For Energy Efficiency And Economic Sustainability. Environmental Engineering and Management Journal.
  • Show author(s) (2015). Three omni-wheel ballbot optimum implementation.
  • Show author(s) (2015). Self-organising socio-technical description in service systems for supporting smart user decisions in public transport. Expert Systems With Applications.
  • Show author(s) (2015). Intelligent decision making tool for aiding the setting of optimal intensity in aerobic endurance training. Studia Universitatis Babes-Bolyai, Educatio Artis Gymnasticae.
  • Show author(s) (2015). Genetic decision mechanism for reasoning and behaviour generation in adaptive intelligent agents.
  • Show author(s) (2015). Controlul vibratiilor seismice cu amortizoare semi-active (Seismic Vibration Control with Semi-Active Dampers).
  • Show author(s) (2015). An Agent Based Simulation Model Applied to Emergency Vehicles in High Traffic Urban Environments.
  • Show author(s) (2015). Agent based simulation applied to the design of control systems for emergency vehicles access.
  • Show author(s) (2014). Real time agent based simulation for smart city emergency protocols.
  • Show author(s) (2014). Nonlinear fuzzy control of human heart rate during aerobic endurance training with respect to significant model variations.
  • Show author(s) (2014). Integrating Agents and Services for Control and Monitoring: Managing Emergencies in Smart Buildings. Studies in Computational Intelligence.
  • Show author(s) (2014). HELGA: a heterogeneous encoding lifelike genetic algorithm for population evolution modeling and simulation. Soft Computing - A Fusion of Foundations, Methodologies and Applications.
  • Show author(s) (2014). Genetically enhanced modal controller design for seismic vibration in nonlinear multi-damper configuration . Proceedings of the Institution of mechanical engineers. Part I, journal of systems and control engineering.
  • Show author(s) (2014). Emergent intelligence in agents: A scalable architecture for smart cities.
  • Show author(s) (2013). A Service Oriented Simulation Architecture for Intelligent Building Management. Lecture Notes in Business Information Processing.
  • Show author(s) (2012). Hybrid geno-fuzzy controller for seismic vibration control.
  • Show author(s) (2012). A hybrid PID-fuzzy control for linear SISO systems with variant communication delays. Advances in Fuzzy Systems.
  • Show author(s) (2012). A comparative study for advanced seismic vibration control algorithms. UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science.
  • Show author(s) (2011). Tuning of PID Controllers for Non-Linear MIMO Systems Using Genetic Algorithms. Elsevier IFAC Publications / IFAC Proceedings series.
  • Show author(s) (2011). Control Engineering: Laboratory Practice (Ingineria Reglării Automate: Îndrumar de laborator). Editura Politehnica.
  • Show author(s) (2011). Advanced Control Systems: Laboratory Practice (Sisteme Avansate de Conducere: Îndrumar de laborator). Editura Politehnica.
  • Show author(s) (2011). A software tool for modeling and simulation of numerical P systems. Biosystems (Amsterdam. Print).

More information in national current research information system (CRIStin)

2024-    Decoding Death and Dying in people with Dementia by Digital thanotyping (5-D), European Research Council & University of Bergen, Norway

2024-    Center on Complex Conditions and Ageing (CC.AGE), Trond Mohn Foundation & University of Bergen, Norway

2024-    Oral care at the end of life in people with dementia (ORAL.DEM), HelseVest, Norway

2023-    Digital phenotyping for changes in activity at the end of life in people with dementia: an observational trial based on sensing technology (DIPH.DEM), HelseVest, Norway

2022-    Digital phenotyping in Parkinson’s disease (DIGI.PARK), Reasearch Council of Norway (RCN), Norway

2014-    Evolutionary Computing in Control Engineering (ECCE), Complex Systems Laboratory (xLab), University Politehnica of Bucharest, Romania (UPB)

2013-    Ballbots, by xLab in collaboration with the Department of Mechatronics, Faculty of Mechanical Engineering and Mechatronics, University Politehnica of Bucharest, Romania (UPB)

2012-    Smart Training Systems (RunCoSy & Motion-AE), Complex Systems Laboratory (xLab), University Politehnica of Bucharest, Romania (UPB), in collaboration with University Babes-Bolyai, Cluj, Romania

2011-    CitySCAPE: Citywide Synergic Control Archit. for Protection during Emergencies, Complex Systems Laboratory (xLab), University Politehnica of Bucharest, Romania (UPB)

 

Past projects (PI)

2016-2017     Evolutionary Algorithms for Intelligent Route Generation for Emergency Vehicles in Urban Traffic (EvoIR) – "Excellence Research Grants", University Politehnica of Bucharest, Romania

2016-2018    Cylindrical Robots In a Swarm (CRIS), Complex Systems Laboratory, University Politehnica of Bucharest

2017-2018    Motor Velocity and Torque Control (MoVe), Complex Systems Laboratory, University Politehnica of Bucharest

2016-2017    Genetic Algorithms with Immune Adaptation (GAIA), Complex Systems Laboratory, University Politehnica of Bucharest

2013-2014    A Heterogenous Encoding Lifelike Genetic Algorithm (HELGA), Complex Systems Laboratory, University Politehnica of Bucharest

2006-2017    Structural Seismic Vibration Control (ViCo), Complex Systems Laboratory, University Politehnica of Bucharest

Past projects (team)

2020-2023    Robust trajectory planning for nonlinar incert systems (REPLAN), Executive Agency for Higher Education, Research, Development and Innovation Funding (UEFISCDI), Romania

2018-2019    Control of Complex Systems using Dimension Reduction (RSCTRD), ARUT, Romania

2010-2013    Strategic program to promote innovation in services through open, continuous education (INSEED), European Social Fund for Romania

2008-2011    Development of bio-inspired cognitive architectures, Romania, Exploratory Research

2005-2006    Autonomous advanced systems for the control of structural oscillations, with University of Civil Engineering, Bucharest, Romania.