dr. sc. Davor Kukolja

External associate, Department of Electronics, Microelectronics, Computer and Intelligent Systems

Location:
Public phone number:
6129-554
Internal phone number:
554
  Book chapters
 

1. Jović, Alan; Jozić, Krešimir; Kukolja, Davor; Friganović, Krešimir; Cifrek, Mario.
Challenges in Designing Software Architectures for Web Based Biomedical Signal Analysis // Medical Big Data and Internet of Medical Things: Advances, Challenges and Applications / Hassanien, Aboul Ella ; Dey, Nilanjan ; Borra, Surekha, editor(s).
Boca Raton : CRC Press Taylor & Francis Group, 2018. Str. 81-112.

2. Ćosić, Krešimir; Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Kovač, Bernard; Fabek, Ivan.
Multimodal paradigm for mental readiness training and PTSD prevention // New tools to enhance posttraumatic stress disorder diagnosis and treatment : invisible wounds of war / Wiederhold, Brenda K., editor(s).
Amsterdam : IOS Press, 2013. Str. 102-116.
 
  Journal articles and review articles in CC journals
 

1. Friganović, Krešimir; Kukolja, Davor; Jović, Alan; Cifrek, Mario; Krstačić, Goran.
Optimizing the detection of characteristic waves in ECG based on processing methods combinations. // IEEE access. 6 (2018) ; 50609-50626 (journal article).

2. Ćosić, Krešimir; Popović, Siniša; Kukolja, Davor; Dropuljić, Branimir; Ivanec, Dragutin; Tonković, Mirjana.
Multimodal analysis of startle type responses. // Computer methods and programs in biomedicine. 129 (2016) ; 186-202 (journal article).

3. Kukolja, Davor; Popović, Siniša; Horvat, Marko; Kovač, Bernard; Ćosić, Krešimir.
Comparative analysis of emotion estimation methods based on physiological measurements for real-time applications. // International journal of human-computer studies. 72 (2014) , 10/11; 717-727 (journal article).

4. Ćosić, Krešimir; Popović, Siniša; Kukolja, Davor; Horvat, Marko; Dropuljić, Branimir.
Physiology-driven adaptive virtual reality stimulation for prevention and treatment of stress related disorders. // Cyberpsychology, behavior and social networking. 13 (2010) , 1; 73-78 (journal article).
 
  Scientific papers in other journals
 

1. Ćosić, K; Popović, S; Horvat, M; Kukolja, D; Dropuljić, B; Kovač, B; Jakovljević, M.
Computer-aided psychotherapy based on multimodal elicitation, estimation and regulation of emotion. // Psychiatria Danubina. Supplement. 25 (2013) , 3; 340-346 (journal article).

2. Ćosić, Krešimir; Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Kovač, Bernard; Jakovljević, Miro.
Computer-aided Psychotherapy Based on Multimodal Elicitation, Estimation and Regulation of Emotion. // Psychiatria Danubina. 25 (2013) , 3; 340-346 (journal article).

3. Kukolja, Davor; Popović, Siniša; Dropuljić, Branimir; Horvat, Marko; Ćosić, Krešimir.
Real-time emotional state estimator for adaptive virtual reality stimulation. // Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence. 5638 (2009) ; 175-184 (journal article).

4. Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Ćosić, Krešimir.
Stress inoculation training supported by physiology-driven adaptive virtual reality stimulation. // Studies in Health Technology and Informatics. 144 (2009) ; 50-54 (journal article).

5. Ćosić, Krešimir; Popović, Siniša; Jovanović, Tanja; Kukolja, Davor; Slamić, Miroslav.
Physiology-driven adaptive VR system : technology and rationale for PTSD treatment. // Annual Review of CyberTherapy and Telemedicine. 5 (2007) ; 213-233 (journal article).
 
  Conference reports (abstracts) in other journals
 

1. Ćosić, Krešimir; Popović, Siniša; Kukolja, Davor; Kostović, Ivica; Judaš, Miloš.
Virtual reality adaptive stimulation of limbic structures in mental readiness training // Abstracts from the 15th Annual CyberPsychology and CyberTherapy Conference ; u: Journal of CyberTherapy & Rehabilitation 3 (2010) (2).
2010. 129-131 (lecture,international peer-review,abstract,scientific).
 
  Scientific conference papers with international peer-review
 

1. Jović, Alan; Jozić, Krešimir; Kukolja, Davor; Friganović, Krešimir; Cifrek, Mario.
Parallelization in biomedical time series analysis web platform: the MULTISAB project experience // Proceedings of MIPRO 2018 / Skala, Karolj, editor(s).
Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2018. 337-342 (lecture,international peer-review,published,scientific).

2. Jović, Alan; Kukolja, Davor; Friganović, Krešimir; Jozić, Krešimir; Cifrek, Mario.
MULTISAB: A Web Platform for Analysis of Multivariate Heterogeneous Biomedical Time-Series // Proceedings of IUPESM 2018, IFMBE Proceedings Volume 68/1 / Lhotska, Lenka ; Sukupova, Lucie ; Lacković, Igor ; Ibbott, Geoffrey S., editor(s).
Prag : Springer Nature Singapore, 2018. 411-415 (poster,international peer-review,published,scientific).

3. Friganović, Krešimir; Jović, Alan; Jozić, Krešimir; Kukolja, Davor; Cifrek, Mario.
MULTISAB project: a web platform based on specialized frameworks for heterogeneous biomedical time series analysis - an architectural overview // Proceedings of the International Conference on Medical and Biological Engineering 2017 / Badnjević, Almir, editor(s).
Springer Nature Singapore, 2017. 9-15 (lecture,international peer-review,published,scientific).

4. Friganović, Krešimir; Jović, Alan; Kukolja, Davor; Cifrek, Mario; Krstačić, Goran.
Optimizing the detection of characteristic waves in ECG based on exploration of processing steps combinations // IFMBE Proceedings, volume 65 / Eskola, Hannu ; Väisänen, Outi ; Viik, Jari ; Hyttinen, Jari, editor(s).
Tampere : Springer Nature Singapore, 2017. 928-931 (lecture,international peer-review,published,scientific).

5. Jović, Alan; Kukolja, Davor; Friganović, Krešimir; Jozić, Krešimir; Car, Siniša.
Biomedical Time Series Preprocessing and Expert-System Based Feature Extraction in MULTISAB Platform // Proceedings of MIPRO 2017 / Biljanović, Petar, editor(s).
Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2017. 349-354 (lecture,international peer-review,published,scientific).

6. Jović, Alan; Kukolja, Davor; Jozić, Krešimir; Cifrek, Mario.
Use Case Diagram Based Scenarios Design for a Biomedical Time-Series Analysis Web Platform // Proceedings of MIPRO 2016 / Biljanović, Petar, editor(s).
Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2016. 326-331 (lecture,international peer-review,published,scientific).

7. Jović, Alan; Kukolja, Davor; Jozić, Krešimir; Horvat, Marko.
A Web Platform for Analysis of Multivariate Heterogeneous Biomedical Time-Series - a Preliminary Report // Proceedings of the 23rd International Conference on Systems, Signals and Image Processing / Podhradsky, Pavel ; Rozinaj, Gregor ; Rybarova, Renata, editor(s).
Bratislava, 2016. 70 (lecture,international peer-review,published,scientific).

8. Horvat, Marko; Kukolja, Davor; Ivanec, Dragutin.
Retrieval of multimedia stimuli with semantic and emotional cues: Suggestions from a controlled study // Proceedings of 38th International Convention on Information and Communication Technology, Electronics and Microelectronics MIPRO 2015 / Biljanović, Petar, editor(s).
Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2015. 1399-1402 (lecture,international peer-review,published,scientific).

9. Horvat, Marko; Kukolja, Davor; Ivanec, Dragutin.
Comparing affective responses to standardized pictures and videos: A study report // Proceedings of 38th International Convention on Information and Communication Technology, Electronics and Microelectronics MIPRO 2015 / Biljanović, Petar, editor(s).
Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2015. 1394-1398 (lecture,international peer-review,published,scientific).

10. Ćosić, Krešimir; Popović, Siniša; Kovač, Bernard; Kukolja, Davor; Ivanec, Dragutin; Jovanovic, Tanja.
System for evaluation of cognitive performance under the emotional stressors // COGNITIVE 2014: The Sixth International Conference on Advanced Cognitive Technologies and Applications / Lounis, Hakim ; Josyula, Darsana, editor(s).
Wilmington, DE : International Academy, Research, and Industry Association (IARIA), 2014. 239-245 (lecture,international peer-review,published,scientific).

11. Ćosić, Krešimir; Popović, Siniša; Kovač, Bernard; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Fabek, Ivan; Lolić, Zoran; Popović, Boris.
The concept for assessment of pilot mental readiness training // 54th Conference of the International Military Testing Association (IMTA 2012) : proceedings.
Zagreb : International Military Testing Association, 2013. 55-66 (lecture,international peer-review,published,scientific).

12. Ćosić, Krešimir; Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Kostović, Ivica; Judaš, Miloš; Radoš, Marko; Radoš, Milan; Vasung, Lana; Bartolić Spajić, Branka; Doričić, Svjetlana; Mesić, Dalibor.
Virtual reality adaptive stimulation in stress resistance training // Proceedings NATO RTO-MP-HFM-205 on "Mental Health and Well-Being across the Military Spectrum".
2011. 4-1-4-17 (lecture,international peer-review,published,scientific).

13. Popović, Siniša; Đukić, Zlatko; Križek, Vedran; Kukolja, Davor; Ćosić, Krešimir; Slamić, Miroslav.
Control of emotional characteristics of stimuli in virtual reality based psychotherapy // Proceedings of the 30th Jubilee International Convention MIPRO 2007, Vol. III., CTS & CIS / Budin, Leo ; Ribarić, Slobodan, editor(s).
Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2007. 91-96 (lecture,international peer-review,published,scientific).

14. Ćosić, Krešimir; Slamić, Miroslav; Popović, Siniša; Kukolja, Davor; Fuštin, Jakov.
Optimal VR stimulation in functional assessment of whiplash injuries // Proceedings of the 29^th International Convention MIPRO 2006: Computers in Technical Systems / Budin, Leo ; Ribarić, Slobodan ;, editor(s).
Rijeka : Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2006. 88-93 (lecture,international peer-review,published,scientific).
 
  Abstracts in Book of abstracts
 

1. Ćosić, Krešimir; Popović, Siniša; Kukolja, Davor; Dropuljić, Branimir; Sedmak, Goran; Judaš, Miloš.
Neural background of multimodal startle-type responses // 5th Croatian Neuroscience Congress: Book of Abstracts.
2015. 83-83 (poster,international peer-review,abstract,scientific).

2. Popović, Siniša; Kukolja, Davor; Dropuljić, Branimir; Ćosić, Krešimir; Ivanec, Dragutin; Tonković, Mirjana; Grđan, Sonja.
Affective reactions: What can be recorded? // Abstract Book: 55th International Neuropsychiatric Congress / Demarin, Vida, editor(s).
Zagreb : Society for Neuropsychiatry, 2015. 23-23 (invited talk,international peer-review,abstract,scientific).

3. Dropuljić, Branimir; Horvat, Marko; Kukolja, Davor; Popović, Siniša; Ćosić, Krešimir.
Computer system for elicitation, estimation and control of emotional states // Četvrti hrvatski simpozij o poremećajima uzrokovanim stresom s međunarodnim sudjelovanjem / Kozarić-Kovačić, Dragica, editor(s).
Zagreb : Klinička bolnica Dubrava, 2009. 43-44 (lecture,abstract,expert).

4. Kukolja, Davor; Dropuljić, Branimir; Ćosić, Krešimir; Slamić, Miroslav.
Emotional State Estimator in Psychotherapy and Psychological Training // Treći hrvatski simpozij o poremećajima uzrokovanim stresom s međunarodnim sudjelovanjem / Kozarić-Kovačić, Dragica, editor(s).
Zagreb : Klinička bolnica Dubrava, 2008. 41-41 (lecture,abstract,scientific).

5. Ćosić, Krešimir; Slamić, Miroslav; Popović, Siniša; Kukolja, Davor.
Physiology-Driven Adaptive Control of Scenarios in VR Based Therapy of PTSD // CyberTherapy 12: Transforming Healthcare through Technology.
Interactive Media Institute, 2007. 135 (lecture,international peer-review,abstract,scientific).

6. Ćosić, Krešimir; Slamić, Miroslav; Popović, Siniša; Kukolja, Davor; Fuštin, Jakov.
Automated adaptation and efficient individualization of virtual environments in PTSD therapy // Suvremeni pristup dijagnostici i terapiji poremećaja uzrokovanih stresom.
Zagreb : Klinička bolnica Dubrava, 2006. 45-45 (lecture,abstract,expert).
 
  Unpublished papers
 

1. Ćosić, Krešimir; Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Kovač, Bernard; Jakovljević, Miro.
Computer-aided psychoterapy based on multimodal elicitation, estimation and regulation of emotion // 1st International Conference on Creative Psychopharmacotherapy.
2013. (invited talk,unpublished,scientific).

2. Ćosić, Krešimir; Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Kovač, Bernard; Fabek, Ivan.
Multimodal paradigm for mental readiness training and PTSD prevention // NATO Advanced Study Institute on Invisible Wounds: New Tools to Enhance PTSD Diagnosis and Treatment.
2012. (lecture,international peer-review,unpublished,scientific).

3. Ćosić, Krešimir; Popović, Siniša; Kukolja, Davor; Horvat, Marko; Dropuljić, Branimir; Kovač, Bernard; Fabek, Ivan.
Cognitive-behavioral therapy and multimodal emotion regulation // Predavanje na Klinici za psihijatriju Vrapče.
2012. (lecture,unpublished).

4. Kukolja, Davor.
Real-time estimation of emotional states based on physiological signals // Javni razgovor o očekivanom znanstvenom doprinosu doktorskog rada na Fakultetu elektrotehnike i računarstva Sveučilišta u Zagrebu.
2012. (lecture,unpublished,scientific).

5. Ćosić, Krešimir; Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Kovač, Bernard; Fabek, Ivan.
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation // Serija predavanja u Kliničkim bolnicama (KBC Zagreb).
2011. (lecture,unpublished).

6. Ćosić, Krešimir; Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Kovač, Bernard; Fabek, Ivan.
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation // Serija predavanja u Kliničkim bolnicama (KBC Osijek).
2011. (lecture,unpublished).

7. Ćosić, Krešimir; Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Kovač, Bernard; Fabek, Ivan.
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation // Serija predavanja u Kliničkim bolnicama (KBC Rijeka).
2011. (lecture,unpublished).

8. Ćosić, Krešimir; Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Kovač, Bernard; Fabek, Ivan.
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation // Serija predavanja u Kliničkim bolnicama (KBC Split).
2011. (lecture,unpublished).

9. Ćosić, Krešimir; Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir; Kovač, Bernard; Fabek, Ivan.
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation // Serija predavanja u Kliničkim bolnicama (Klinička bolnica Dubrava).
2011. (lecture,unpublished).

10. Popović, Siniša; Horvat, Marko; Kukolja, Davor; Dropuljić, Branimir.
Virtual reality applications in psychotherapy // Radionica za studente psihologije "Virtualna stvarnost u psihološkom savjetovanju i psihoterapiji".
Zagreb, 2010. (lecture,unpublished).

11. Kukolja, Davor.
Recognition of emotional states based on physiological signals // Kvalifikacijski doktorski ispit na Fakultetu elektrotehnike i računarstva Sveučilišta u Zagrebu.
2008. (lecture,unpublished).
 
  Dissertations
 

1. Kukolja, Davor.
Real-time estimation of emotional states based on physiological signals / doctoral thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 30.10. 2012, 193 pages. Mentor: Ćosić, Krešimir ; Petrović Ivan.
 

Teaching duties

University undergraduate

University graduate