Pristupačnost
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Demonstration of the concept of monitoring players' physiological reactions to the course of the game
Concept of a computer game with simulated physiological feedback based on generative adversarial model
Stress recognition based on physiological signal analysis using decision tree models
Procedural generation of digital art based on fractals
Prediction of Pilot Performance During Startle Events Based on Neuropsychophysiological Features of Stress Resilience and Cognitive Task Scores
Real-time global illumination by approximating the propagation of indirect light
Development of a software agent-player for a computer game using reinforcement learning
Simulation of an autonomous delivery drone using path planning and reinforcement learning
Stress recognition based on facial video analysis using artificial neural networks
Template Matching in Images Using Segmented Normalized Cross-Correlation
Computer game in a virtual scene for player's personality assessment
Enhancing Aviation Safety through AI-Driven Mental Health Management for Pilots and Air Traffic Controllers
Startle effect analysis based on multimodal physiological features in a fighter aircraft simulator
An approach to prediction of mental resilience in fighter pilot selection
Temporal Stability of Resting Respiratory Sinus Arrhythmia: Choosing the Quantification Method
Classification of cognitive load and emotional stress based on functional brain imaging techniques
An approach to prediction of mental resilience in fighter pilot selection
Classification of Cognitive Load based on Oculometric Features
Classification of Cognitive Load based on Neurophysiological Features from Functional Near-Infrared Spectroscopy and Electrocardiography Signals on n-back Task
AI-based prediction and prevention of psychological and behavioral changes in ex-COVID-19 patients
Mental health and artificial intelligence: Prediction and prevention of mental health disorders
Prediction of Task Performance from Physiological Features of Stress Resilience
Prediction of human performance based on psychophysiological features of resilience and machine learning
System for storage and replay of human skeleton time series
Air Traffic Control Competencies Measurements based on Functional Near-Infrared Spectroscopy
Artificial intelligence in prediction of mental health disorders induced by the COVID19 pandemic among health care workers
Impact of human disasters and COVID-19 pandemic on mental health: potential of digital psychiatry
Stress resilience assessment based on physiological features in selection of air traffic controllers
Prefrontal cortex activation during cognitive task as a predictor of stress resilience: fMRI vs fNIRS study
Biofeedback computer games
Analiza dinamičkih okulometrijskih značajki
Artificial intelligence in training and learning of complex cognitive skills
Application of dynamic web pages and 2D graphics in cognitive testing
Web system for analysis of user interaction with mouse and keyboard
New tools and methods in selection of air traffic controllers based on multimodal psychophysiological measurements
Multidisciplinary metrics for resilience prediction in stressful professions
Resilience–related physiological features and allostasis during critical events in a job–specific serious game
A system for head-neck rehabilitation exercises based on serious gaming and virtual reality
Serious games for selection and training enhanced by multimodal psychophysiological measurements
Emotionally Based Strategic Communications in the Process of Societal Deradicalization
Analysis of soldiers' cognitive performance during Stroop test: An fMRI study
Interactive generator of multimedia stimuli based on Unity game engine
Čupić, Marko ; Mihajlović, Željka. Interactive computer graphics through examples in OpenGL
National security and societal resilience
Computer games as controllable components
National security and human resilience
A convolutional neural network based approach to QRS detection
Multidisciplinary metrics on individual and societal stress resilience
Multimodal analysis of startle type responses
Software for analysis of physiological response features to emotional stimuli based on statistical methods and machine learning
System for measurement of head and neck motorics based on Oculus Rift device
Affective reactions: What can be recorded?
Neural background of multimodal startle-type responses
Evaluation of precision and accuracy of facial feature tracking
Interactive scenario control in virtual environments
System for monitoring the impact of stressful computer game environment on human cognitive capabilities
System for evaluation of cognitive performance under the emotional stressors
System for real-time processing and visualization of physiological signals in computer-aided psychotherapy
Computer games for testing of cognitive functions
Machine learning methods for fMRI/DTI image analysis
Comparative analysis of emotion estimation methods based on physiological measurements for real-time applications
The concept for assessment of pilot mental readiness training
Estimation of Emotional States Enhanced by A Priori Knowledge
Computer-aided psychotherapy based on multimodal elicitation, estimation and regulation of emotion
Multimodal paradigm for mental readiness training and PTSD prevention
Extreme political attitudes and emotionally based strategic communications
Virtual reality, artificial intelligence and psychotherapy
The importance of emotion analysis and emotion regulation in future warfare
Big data approach to assessment of soldier stress resilience
Computer-aided psychoterapy based on multimodal elicitation, estimation and regulation of emotion
Multimedia stimuli databases usage patterns: a survey report
Emotionally based strategic communications and societal stress-related disorders
Extreme political attitudes and Emotionally Based Strategic Communications
Pain management by multimodal cognitive regulation
Mental stress resistance training
Pilot fMRI neural activation patterns induced by professional military training
Interface providers in stroke neurorehabilitation
Design and development of simulator for helicopter Mi-171Sh
Virtual reality in personalized mental health medicine
Extreme political attitudes and emotionally based strategic communications
Towards semantic and affective coupling in emotionally annotated databases
Multimodal paradigm for mental readiness training and PTSD prevention
Techniques and software tools for enhancing video clips with personalized graphical content
COMPARISON OF THE MULTIPHASE FLOW IN THE WELLBORE CONSIDERING THE QUALITY OF THE FLUID PVT MODEL
Adaptive stimulation of emotional system based on virtual reality
Stress and learning
Extreme political attitudes and emotionally based strategic communications
Pilot fMRI study of deployment-ready and novice soldiers mental involvement to presentation of real-life combat videos
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation
Virtual reality adaptive stimulation in stress resistance training
Virtual reality adaptive stimulation of limbic structures in mental readiness training
Interactive virtual scene content management: Displaying the managed scene
Physiology-driven adaptive virtual reality stimulation for prevention and treatment of stress related disorders
Virtual reality adaptive stimulation of limbic networks in the mental readiness training
Virtual reality adaptive stimulation of limbic networks in the mental readiness training
Expert panel : future directions of technological advances in prevention, assessment, and treatment for military deployment mental health
Virtual reality applications in psychotherapy
Physiology-driven adaptive virtual reality stimulation
Interactive virtual scene content managment: supervisory control system
Stress inoculation training supported by physiology-driven adaptive virtual reality stimulation
Stress inoculation training supported by physiology-driven adaptive virtual reality stimulation
Real-time emotional state estimator for adaptive virtual reality stimulation
Stress inoculation training supported by physiology-driven adaptive virtual reality stimulation
Tagging multimedia stimuli with ontologies
Računalni sustav za pobuđivanje, prepoznavanje i upravljanje emocionalnim stanjima
Interdisciplinary joint approach to suicide prevention of warfighters
Interdisciplinary Joint Approach to Suicide Prevention of Warfighters
Generator of Audio and Visual Stimuli for Psychotherapy and Psychological Training
Trauma therapy: The nightmare machine. New Scientist Technology Blog interview with Siniša Popović.
Control of emotional characteristics of stimuli in virtual reality based psychotherapy
Physiology-driven adaptive VR system : technology and rationale for PTSD treatment
Physiology-Driven Adaptive Control of Scenarios in VR Based Therapy of PTSD
Optimal VR stimulation in functional assessment of whiplash injuries
Technological Challenges in the Use of Virtual Reality Exposure Therapy
Scenario self-adaptation in virtual reality exposure therapy for posttraumatic stress disorder
Automatska adaptacija i efikasna individualizacija virtualnih okruženja u terapiji PTSP-a
Scenario Self-Adaptation in Virtual Reality Exposure Therapy for Posttraumatic Stress Disorder
Psychophysiological Responses to Trauma-Related Stimuli in PTSD: Potential for Scenario Adaptation in VR Exposure Therapy
Psychophysiological Responses to Trauma-Related Stimuli in PTSD : Potential for Scenario Adaptation in VR Exposure Therapy
Adaptivno upravljanje VR scenarijima u terapiji ratnog PTSP-a
VR-Based Test for Functional Assessment of Whiplash Injuries
Heavy Duty Packing as the Possibility for the Substitution of the WoodenN, Metal and Plastic Packaging
VR Based Adaptive Stimulation in Estimation of Whiplash Injuries
VIRTUAL REALITY TECHNOLOGY IN PTSD TREATMENT OF WAR VETERANS
Primjena novih tehnologija u procjeni trzajnih ozljeda vratne kralježnice
Undecidability of cryptographic protocols
- Ćosić, K., Popović, S., & Wiederhold, B. K. (2024). Enhancing aviation safety through AI-driven mental health management for pilots and air traffic controllers. Cyberpsychology, Behavior, and Social Networking, 27(8), 588-598. https://doi.org/10.1089/cyber.2023.0737
- Ćosić, K., Popović, S., Šarlija, M., Kesedžić, I., Gambiraža, M., Dropuljić, B., ... & Jovanovic, T. (2021). AI-based prediction and prevention of psychological and behavioral changes in ex-COVID-19 patients. Frontiers in psychology, 12, 782866. https://doi.org/10.3389/fpsyg.2021.782866
- Šarlija, M., Popović, S., Jagodić, M., Jovanovic, T., Ivkovic, V., Zhang, Q., ... & Ćosić, K. (2021). Prediction of task performance from physiological features of stress resilience. IEEE Journal of Biomedical and Health Informatics, 25(6), 2150-2161. https://doi.org/10.1109/JBHI.2020.3041315
- Ćosić, K., Šarlija, M., Ivkovic, V., Zhang, Q., Strangman, G., & Popović, S. (2019). Stress resilience assessment based on physiological features in selection of air traffic controllers. IEEE Access, 7, 41989-42005. https://doi.org/10.1109/ACCESS.2019.2907479
- Mihajlovic, Z., Popovic, S., Brkic, K., & Cosic, K. (2018). A system for head-neck rehabilitation exercises based on serious gaming and virtual reality. Multimedia Tools and Applications, 77, 19113-19137. https://doi.org/10.1007/s11042-017-5328-z
- Mihajlović, Ž., Popović, S., & Ćosić, K. (2015). Interactive scenario control in virtual environments. International Journal of Computers and Applications, 37(2), 53-59. https://doi.org/10.1080/1206212X.2015.1079955
- Kukolja, D., Popović, S., Horvat, M., Kovač, B., & Ćosić, K. (2014). Comparative analysis of emotion estimation methods based on physiological measurements for real-time applications. International journal of human-computer studies, 72(10-11), 717-727. https://doi.org/10.1016/j.ijhcs.2014.05.006
- Ćosić, K., Popović, S., Kovač, B., Kukolja, D., Ivanec, D., & Jovanovic, T. (2014). System for evaluation of cognitive performance under the emotional stressors. In COGNITIVE 2014: The Sixth International Conference on Advanced Cognitive Technologies and Applications (pp. 239-245).
- Ćosić, K., Popović, S., Kovač, B., Horvat, M., Kukolja, D., Dropuljić, B., ... & Popović, B. (2012, November). The concept for assessment of pilot mental readiness training. In Proc. 54th Conference of the International Military Testing Association (IMTA) (pp. 55-66).
- Ćosić, K., Popović, S., Kukolja, D., Horvat, M., & Dropuljić, B. (2010). Physiology-driven adaptive virtual reality stimulation for prevention and treatment of stress related disorders. CyberPsychology, Behavior, and Social Networking, 13(1), 73-78. https://doi.org/10.1089/cyber.2009.026
- Kukolja, D., Popović, S., Dropuljić, B., Horvat, M., & Ćosić, K. (2009). Real-time emotional state estimator for adaptive virtual reality stimulation. In Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience: 5th International Conference, FAC 2009 Held as Part of HCI International 2009 San Diego, CA, USA, July 19-24, 2009 Proceedings 5 (pp. 175-184). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-02812-0_21
- Ćosić, K., Slamić, M., Popović, S., & Rac, Z. (2002). VR based adaptive stimulation in estimation of whiplash injuries. In Proc. 7th International Fall Workshop-Vison, Modeling and Visualization (pp. 35-42).
Teaching
University undergraduate
- Interactive Simulation Systems (Lecturer in charge, Lecturer in charge)
- Interactive Simulation Systems (Lecturer in charge)
- BSc Thesis (Lecturers)
- Final BSc Thesis (Lecturers)
- Project C (Lecturers)
- Project E (Lecturers)
- Software Design Project (Lecturers)
- Interactive Computer Graphics (Laboratory exercises, Laboratory exercises)
University graduate
- Defense Systems and Technologies (Lecturer in charge, Lecturer in charge)
- Diploma thesis (Lecturers)
- Graduation Thesis (Lecturers)
- Master Project (Lecturers)
- Mentored Seminar (Lecturers)
- Presentation Seminar (Lecturers)
- Project (Lecturers)
Postgraduate doctoral study programme
- Interactive simulation systems - Selected topics (Lecturer in charge)
Competences
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Systems engineering and theory
Simulation Computer simulation Digital simulation -
Systems, man, and cybernetics
Emotion recognition Human computer interaction Affective computing -
Electronic design automation and methodology
Virtual reality