dr. sc. Branimir Dropuljić

External associate, Department of Electric Machines, Drives and Automation

  Book chapters
 

1. Dropuljić, Branimir; Kopal, Robert; Dukić, Milan.
Human resources // ANALIZA (SOCIJALNIH) MREŽA: praktična primjena / Dropuljić, Branimir, editor(s).
Zagreb : Algebra d. o. o., Zagreb ; IN2data d. o. o., Zagreb, 2016. Str. 262-284.

2. Kopal, Robert; Dropuljić, Branimir; Korkut, Darija.
Social physics // ANALIZA (SOCIJALNIH) MREŽA: praktična primjena / Dropuljić, Branimir, editor(s).
Zagreb : Algebra d. o. o., Zagreb ; IN2data d. o. o., Zagreb, 2016. Str. 356-365.

3. 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.
 
  Textbooks and scripts
 

1. Petrinović, Davor; Dropuljić, Branimir.
INTRODUCTION TO SPEECH RECOGNITION, Exercise in ASR using HTK .
Zagreb : FER, 2010.
 
  Journal articles and review articles in CC journals
 

1. Dropuljić, Branimir; Mijić, Igor; Petrinović, Davor; Jovanovic, Tanja; Ćosić, Krešimir.
Vocal Analysis of Acoustic Startle Responses. // IEEE-ACM Transactions on Audio Speech and Language Processing. 26 (2018) , 2; 318-329 (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. 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. Dropuljić, Branimir; Mršić, Leo; Kopal, Robert; Skansi, Sandro; Brkić, Andrijana.
Evaluation of Speech Perturbation Features for Measuring Authenticity in Stress Expressions. // Lecture notes in computer science / Lecture Notes in Artificial Intelligence. 10191 (2017) , 1; 685-694 (journal article).

2. Dropuljić, Branimir; Skansi, Sandro; Kopal, Robert.
Croatian Emotional Speech Analyses on a Basis of Acoustic and Linguistic Features. // International Journal of Digital Technology and Economy. 1 (2016) , 2; 85-96 (journal article).

3. Dropuljić, Branimir; Skansi, Sandro; Mršić, Leo.
Emotional state estimation methodology based on acoustic speech features. // International Journal of Digital Technology & Economy. 1 (2016) , 1; 53-74 (review article).

4. Skansi, Sandro; Dropuljić, Branimir; Kopal, Robert.
An Application of Fuzzy Inductive Logic Programming for Textual Entailment and Value Mining. // International Journal of Digital Technology & Economy. 1 (2016) , 1; 43-51 (preliminary note).

5. 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).

6. 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).

7. Dropuljić, Branimir; Petrinović, Davor.
Development of Acoustic Model for Croatian Language Using HTK. // Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije. 51 (2010) , 1; 79-88 (journal article).

8. 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).

9. 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).
 
  Scientific conference papers with international peer-review
 

1. Dropuljić, Branimir; Petrinović, Davor; Ćosić, Krešimir.
Novel Speech Features of Disturbances in Laryngeal Muscle Coordination // 7th IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2016).
2016. 175-180 (lecture,international peer-review,published,scientific).

2. Dropuljić, Branimir; Skansi, Sandro; Kopal, Robert.
Analyzing Affective States using Acoustic and Linguistic Features // Proceedings of Central European Conference on Information and Intelligent Systems (CECIIS).
2016. 201-206 (lecture,international peer-review,published,scientific).

3. Skansi, Sandro; Dropuljić, Branimir.
Reciprocal Payers Identification in Banking Logs using SAT Solvers // IEEE Mipro 2016 Proceedings.
2016. 1500-1503 (lecture,international peer-review,published,scientific).

4. Dropuljić, Branimir; Mijić, Igor; Petrinović, Davor; Ćosić, Krešimir; Jovanovic, Tanja.
Comparative Analysis of Orbicularis Oculi Electromyogram and Voice Fundamental Frequency Variation in the Context of Acoustic Startle Response // 5th IEEE International Conference on Cognitive Infocommunications.
2014. 149-154 (lecture,international peer-review,published,scientific).

5. 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).

6. Dropuljić, Branimir; Popović, Siniša; Petrinović, Davor; Ćosić, Krešimir.
Estimation of Emotional States Enhanced by A Priori Knowledge // 4th IEEE International Conference on Cognitive Infocommunications.
2013. 481-486 (lecture,international peer-review,published,scientific).

7. 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).

8. Dropuljić, Branimir; Thomasz Chmura, Miłosz; Kolak, Antonio; Petrinović, Davor.
Emotional Speech Corpus of Croatian Language // 7th International Symposium on Image and Signal Processing and Analysis / Sven Lončarić, Gianni Ramponi, Damir Seršić, editor(s).
Zagreb : University of Zagreb, Faculty of Electrical Engineering and Computing, 2011. 95-100 (lecture,international peer-review,published,scientific).
 
  Abstracts in Book of abstracts
 

1. Dropuljić, Branimir.
Speech analytics in digital era marketing // .
(lecture,abstract,expert).

2. Dropuljić, Branimir.
Speech analytics in call centers // .
(lecture,abstract,expert).

3. 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).

4. 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).

5. 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).

6. 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).
 
  Unpublished papers
 

1. Dropuljić, Branimir.
New technologies for voice quality analysis, as well as emotion and stress analysis // 9. sjednica Gospodarskog vijeća Visokog učilišta Algebra.
(invited talk,ppt presentation,expert).

2. Dropuljić, Branimir.
New technology for voice quality analysis during public speaking // 10th anniversary of Toastmasters Club Zagreb.
(invited talk,ppt presentation,expert).

3. Dropuljić, Branimir.
Emotional state estimation based on data mining of acoustic speech features // Javni razgovor o očekivanom izvornom znanstvenom doprinosu doktorske disertacije.
(lecture,unpublished,scientific).

4. 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).

5. Dropuljić, Branimir.
Emotional state estimation based on speech features // Kvalifikacijski doktorski ispit.
(lecture,unpublished,scientific).

6. 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).

7. 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).

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 Zagreb).
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 (KBC Osijek).
2011. (lecture,unpublished).

10. 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).

11. 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).

12. 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).

13. Petrinović, Davor; Dropuljić, Branimir.
Introduction to speech recognition // CLS2010 - Ljetna škola, Okrugli stol i Radionica iz računalne lingvistike.
(invited talk,ppt presentation,scientific).

14. 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).
 
  Dissertations
 

1. Dropuljić, Branimir.
Emotional state estimation based on data mining of acoustic speech features / doctoral thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 24.11. 2014., 168 pages. Mentor: Petrinović, Davor ; Ćosić, Krešimir.
 
  Graduation thesis
 

1. Dropuljić, Branimir.
Development of Acoustic and Lexical model for Automatic speech recognition for Croatian Language / pre-Bologna graduate thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 31.01 2008, 116 pages. Mentor: Petrinović, Davor.
 
  Mentoring
 

1. Mijić, Igor.
Analysis of acoustic speech parameters response to intensive impulse sound startle / graduate thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 16.07. 2014, 64 pages. Mentor: Petrinović, Davor.

2. Damić, Emilija.
Building and evaluation of emotional speech corpus of Croatian language / graduate thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 02.07. 2012, 57 pages. Mentor: Petrinović, Davor.

3. Chmura, Milosz Tomasz.
Automatic clasiffication of discrete emotinal states based on acoustic speech features / graduate thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 28.06. 2011, 69 pages. Mentor: Petrinović, Davor.

4. Kolak, Antonio.
Automatic classification of discrete emotional states based on linguistic speech features / graduate thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 28.06. 2011, 150 pages. Mentor: Petrinović, Davor.
 

Teaching duties

University undergraduate

University graduate