Milan Gnjatović
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Books

Увод у Процесинг
(Introduction to Processing)

(2024)
by Milan Gnjatović,
textbook, in Serbian.



Организација рачунара из перспективе програмера
(Computer Organization from a Programmer's Perspective)

(2023)
by Milan Gnjatović,
textbook, in Serbian.



Концепти функционалног и императивног програмирања
(Concepts of Functional and Imperative Programming)

(2021)
by Milan Gnjatović,
textbook, in Serbian.



Изабране теме из безбедности и сигурности информационих система
(Selected Topics in Safety and Security of Information Systems)

(second edition, 2021)
(first edition, 2018)
by Milan Gnjatović and Darko Stefanović,
textbook, in Serbian.



Увод у проналажење информација на вебу
(Introduction to Web Information Retrieval)

(2017)
by Milan Gnjatović,
textbook, in Serbian, freely available.

Adaptive Dialogue Management in Human-Machine Interaction

(2009)
by Milan Gnjatović,
doctoral dissertation, in English, freely available.

Publications

2024

  • Milan Gnjatović (2024) Introduction to Processing, University of Criminal Investigation and Police Studies, Belgrade, textbook, in Serbian.
  • Slaviša Ilić, Milan Gnjatović, Ivan Tot, Boriša Jovanović, Nemanja Maček, Marijana Gavrilović Božović (2024) Going beyond API Calls in Dynamic Malware Analysis: A Novel Dataset, in Electronics , Vol. 13, No. 17, 3553. M22
  • Ivan Košanin, Slaviša Đukanović, Duško Sivčević, Milan Gnjatović (2024) Optimization of Urban Traffic Safety on the Example of the City of Belgrade, in Proc. of the Third Scientific Conference on Urban Security And Urban Development (UBUR 2024), Belgrade (abstract, in Serbian)

2023

2022

2021

  • Milan Gnjatović (2021) Concepts of Functional and Imperative Programming, University of Criminal Investigation and Police Studies, Belgrade, textbook, in Serbian.
  • Milan Gnjatović, Darko Stefanović (2021) Selected Topics in Safety and Security of Information Systems, second edition, Faculty of Technical Sciences, University of Novi Sad, textbook, in Serbian.
  • Srđan Barzut, Milan Milosavljević, Saša Adamović, Muzafer Saračević, Nemanja Maček, Milan Gnjatović (2021) A Novel Fingerprint Biometric Cryptosystem Based on Convolutional Neural Networks, in Mathematics, Vol. 9, No. 7, 730. M21a
  • Nikola Vukobrat, Saša Adamović, Nemanja Maček, Muzafer Saračević, Milan Gnjatović (2021) Cryptanalysis and Security Evaluation Using Artificial Neural Networks, in Integration of WSNs into Internet of Things: A Security Perspective, Series: Internet of Everything’s (IoE): Security and Privacy Paradigm, CRC Press, Taylor & Francis Group, USA, pp. 65-80.
  • Milan Gnjatović, Duško Sivčević, Nemanja Maček, Dušan Joksimović, Vojkan Nikolić, Aleksandar Miljković (2021) Lemmatization as a Cognitive Decision Task: Similarity-Based Lemmatization of Serbian with a Minimal Vocabulary, in Proc. of the 12th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), Online on MaxWhere 3D Web, pp. 49-52.
  • Milan Gnjatović, Vojkan Nikolić, Dušan Joksimović, Dejan Vidojević, Nemanja Maček, Zlatogor Minchev, Mitko Bogdanoski (2021) Yet Another Classification: An Overview of COVID-19-Related Research in the Field of Natural Language Processing, in Proc. of the First International Scientific Conference Covid-19 and Challenges of the Business World, Belgrade, pp. 97-106.
  • Vojkan Nikolić, Milan Gnjatović, Dušan Joksimović, Dejan Vidojević, Srdjan Nogo, Slobodan Nedeljković, Duško Sivčević (2021) How Far are We from Automatic COVID-19 Diagnostic Analysis?, in Proc. of the First International Scientific Conference Covid-19 and Challenges of the Business World, Belgrade, pp. 107-112.
  • Aleksandar Miljković, Aleksa Maksimović, Milan Gnjatović, Slobodan Nedeljković, Duško Sivčević, Slaviša Đukanović, Milan Gligorijević, Vojkan Nikolić (2021) Media Representation and Mobility Trends under COVID-19 Pandemic Conditions: A Pilot Research, in Proc. of the First International Scientific Conference Covid-19 and Challenges of the Business World, Belgrade, pp. 89-96.

2020

2019

2018

  • Milan Gnjatović, Darko Stefanović (2018) Selected Topics in Safety and Security of Information Systems, first edition, Faculty of Technical Sciences, University of Novi Sad, textbook, in Serbian.
  • Jovica Tasevski, Milan Gnjatović, Branislav Borovac (2018) Assessing the Children’s Receptivity to the Robot MARKO, Acta Polytechnica Hungarica, Joint Special Issue on TP Model Transformation and Cognitive Infocommunications, Vol. 15, No. 5, pp. 47-66, DOI: 10.12700/APH.15.5.2018.5.4. M22
  • Milan Gnjatović, Jovica Tasevski, Branislav Borovac, Nemanja Maček (2018) An Entropy-Based Approach to Automatic Detection of Critical Changes in Human-Machine Interaction, in Proc. of the 9th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), pp. 175-178, Budapest, Hungary.
  • Srđan Savić, Milan Gnjatović, Dragiša Mišković, Branislav Borovac (2018) Representational Learning in Conversational Agents, in Proc. of the 4th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN 2018), Palić, Serbia, June 2018.
  • Vlado Delić, Branislav Borovac, Milan Gnjatović, Jovica Tasevski, Dragiša Mišković, Darko Pekar, Milan Sečujski (2018) Toward More Expressive Speech Communication in Human-Robot Interaction, in Proc. of the 3rd International Conference on Interactive Collaborative Robotics (ICR 2018), pp. 44-51, Leipzig, Germany.
  • Nemanja Maček, Igor Franc, Milan Gnjatović, Branimir Trenkić, Mitko Bogdanoski, Aca Aleksić (2018) Biometric cryptosystems – approaches to biometric key-binding and key-generation, in Proc. of the 10th International Conference on Business Information Security (BISEC 2018), Belgrade, October 2018.
  • Nemanja Maček, Igor Franc, Milan Gnjatović, Branimir Trenkić, Zlatogor Minchev (2018) Security evaluation of cancelable biometrics, in Proc. of the 10th International Conference on Business Information Security (BISEC 2018), Belgrade, October 2018.
  • Nemanja Maček, Igor Franc, Milan Gnjatović, Branimir Trenkić, Mitko Bogdanoski, Aca Aleksić (2018) Can support vectors detect exploits?, in Proc. of the 10th International Conference on Business Information Security (BISEC 2018), Belgrade, October 2018.
  • Branislav Borovac, Mirko Raković, Milan Gnjatović, Milutin Nikolić, Vlado Delić, Marko Penčić, Srđan Savić, Jovica Tasevski, Dragiša Mišković, Aleksandra Mikov, Rastislava Krasnik (2018) Development and Testing of Humanoid Robot MARKO – An Assistant in Therapy for Children, XIV International SAUM Conference on Systems, Automatic Control and Measurements, Niš, Serbia.

2017

2016

  • Milan Gnjatović, Branislav Borovac (2016) Toward Conscious-Like Conversational Agents, In: Toward Robotic Socially Believable Behaving Systems, Volume II - Modeling Social Signals, A. Esposito, L.C. Jain (eds.), volume 106 of the series Intelligent Systems Reference Library, Springer, pp. 23-45, DOI: 10.1007/978-3-319-31053-4_4, Invited chapter.
  • Branislav Borovac, Milan Gnjatović, Srđan Savić, Mirko Raković, Milutin Nikolić (2016) Human-like Robot MARKO in the Rehabilitation of Children with Cerebral Palsy, New Trends in Medical and Service Robots. Assistive, Surgical and Educational Robotics, Vol. 38 of the series Mechanisms and Machine Science, Springer International Publishing, pp. 191-203, DOI: 10.1007/978-3-319-23832-6_16.

2015

  • Milan Gnjatović, Dragiša Mišković (2015) Beyond Statistical Approaches to Context-Dependent Speech Recognition, In Proc. of the Third International Acoustics and Audio Engineering Conference, TAKTONS 2015, Novi Sad, Serbia, pp. 40-41, ISBN: 978-86-7892-758-4.

2014

2013

  • Milan Gnjatović (2013) The Child, the Therapist, and the Robot: Adaptive Dialogue Management in Three-Party Interaction, COST Workshop on Social Robotics, The Future Concept and Reality of Social Robotics: Challenges, Perception and Applications - The Role of Social Robotics in Current and Future Society, 10-13 June 2013, Brussels. Invited.
  • Milan Gnjatović, Vlado Delić (2013) Electrophysiologically-Inspired Evaluation of Dialogue Act Complexity, in Proc. of the 4th IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2013), Budapest, Hungary, pp. 167-172, DOI: 10.1109/CogInfoCom.2013.6719234.
  • Vlado Delić, Milan Sečujski, Nikša Jakovljević, Milan Gnjatović, Igor Stanković (2013) Challenges of Natural Language Communication with Machines. Chapter 19 in DAAAM International Scientific Book 2013, pp. 371-388, B. Katalinić, Z. Tekić (Eds.), Published by DAAAM International, ISBN 978-3-901509-94-0, ISSN 1726-9687, Vienna, Austria, DOI: 10.2507/daaam.scibook.2013.19.

    This chapter is also published as:
  • Vlado Delić, Milan Sečujski, Nikša Jakovljević, Milan Gnjatović, Igor Stanković (2013) Challenges of Natural Language Communication with Machines. Chapter VIII in Industrial Engineering – Challenges for the Future, pp. 153-169, D. Zelenović & B. Katalinić (Eds.), published by Faculty of Technical Sciences (Novi Sad, Serbia), DAAAM International (Vienna, Austria) and Fraunhofer IAO (Stuttgart, Germany), ISBN 978-3-902734-00-6.
  • Milan Gnjatović, Jovica Tasevski, Dragiša Mišković, Milutin Nikolić, Branislav Borovac, Vlado Delić (2013) Linguistic Encoding of Motion Events in Robotic System, Proc. of the 6. PSU-UNS International Conference on Engineering and Technology - ICET, Novi Sad, 5 pages, no pagination. Best Paper Award.
  • Milan Gnjatović, Jovica Tasevski, Dragiša Mišković (2013) Human-Machine Interaction in the Therapy for Gross Motor Development in Children, Proc. of the 2nd International Conference TAKTONS, ISBN: 978-86-7892-555-9, 13-16.11.2013, Novi Sad, pp. 100-103.
  • Milan Gnjatović, Vlado Delić (2013) Encoding of Spatial Perspectives in Human-Machine Interaction, Proc. of the 15th International Conference “Speech and Computer”, SPECOM 2013, Plzeň, Czech Republic, M. Železny et al. (Eds.), Lecture Notes in Artificial Intelligence, vol. 8113, Springer, ISSN: 0302-9743, Print ISBN: 978-3-319-01930-7, Online ISBN: 978-3-319-01931-4, pp.116-123., DOI: 10.1007/978-3-319-01931-4_16.
  • Milana Bojanić, Milan Gnjatović, Milan Sečujski, Vlado Delić (2013) Application of dimensional emotion model in automatic emotional speech recognition, in Proc. of the 11th IEEE International Symposium on Intelligent Systems and Informatics, SISY 2013, Subotica, Serbia, pp. 353-356, Print ISBN: 978-1-4799-0303-0, DOI: 10.1109/SISY.2013.6662601.

2012

2011

  • Milan Gnjatović, Darko Pekar, Vlado Delić (2011) Naturalness, adaptation and cooperativeness in spoken dialogue systems, Towards autonomous, adaptive, and context-aware multimodal interfaces: theoretical and practical issues (Third COST 2102 International Training School, Caserta, Italy, March 2010, Revised Selected Papers), A. Esposito et al. (Eds.), Lecture Notes in Computer Science, vol. 6456, pp. 298–304, Springer: Heidelberg, Berlin, ISSN: 0302-9743, DOI: 10.1007/978-3-642-18184-9_24.
  • Milan Gnjatović (2011) Updating the Focus of Spatial Attention in Speech-Based Interaction: A Corpus-Based Investigation, Proc. of the 14th International conference “Speech and Computer”, SPECOM 2011, Kazan, Russia, Moscow State Linguistic University and Kazan (Privolzhsky) Federal University, ISBN: 978-5-88983-395-6, pp. 441–446.
  • Vlado Delić, Milan Sečujski, Milan Gnjatović, Darko Pekar, Slobodan Jovičić, Zoran Šarić, Zoran Komazec, Branislav Borovac (2011) An Overview of Current Research Activities in the Field of Speech and Language Technologies in Serbia, Proc. of the 14th International conference “Speech and Computer”, SPECOM 2011, Kazan, Russia, Moscow State Linguistic University and Kazan (Privolzhsky) Federal University, ISBN: 978-5-88983-395-6, pp. 18-26.
  • Ivan Jokić, Stevan Jokić, Milan Gnjatović, Milan Sečujski, Vlado Delić (2011) The Impact of Telephone Channels on the Accuracy of Automatic Speaker Recognition, TELFOR Journal, vol. 3, no 2, pp. 100-104, ISSN 1821-3251.
  • Milan Gnjatović, Vlado Delić (2011) A Computational Model of Attentional State for Conversational Agents, Proc. of the 1st International Conference TAKTONS, Novi Sad, Serbia, p. 18.
  • Milan Gnjatović (2011) Contextual Adaptation and Emotional Awareness in Assistive Conversational Agents, Proc. of the 19. Telecommunications Forum, TELFOR 2011, Belgrade, Serbia, pp. 566-573, ISBN 978-1-4577-1498-6.

2010

2009

2008

  • Milan Gnjatović, Dietmar Rösner (2008) Adaptive Dialogue Management in the NIMITEK Prototype System, Proc. of the 4th IEEE Tutorial and Research Workshop Perception and Interactive Technologies for Speech-Based Systems (PIT’08), Lecture Notes In Artificial Intelligence, vol. 5078, pp. 14–25, Kloster Irsee, Germany, ISBN 978-3-540-69368-0.
  • Milan Gnjatović, Dietmar Rösner (2008) The NIMITEK Corpus of Affected Behavior in Human-Machine Interaction, Proc. of the Second International Workshop on EMOTION: Corpora for Research on Emotion and Affect, pp. 5–8, European Language Resources Association, Marrakech, Morocco, ISBN 2-9517408-4-0.
  • Milan Gnjatović, Dietmar Rösner (2008) On the Role of the NIMITEK Corpus in Developing an Emotion Adaptive Spoken Dialogue System, Proc. of the Sixth International Language Resources and Evaluation (LREC’08), European Language Resources Association, Marrakech, Morocco, ISBN 2-9517408-4-0.
  • Milan Gnjatović, Dietmar Rösner (2008) Emotion Adaptive Dialogue Management in Human-Machine Interaction, Proc. of the 19th European Meetings on Cybernetics and Systems Research (EMCSR 2008), pp. 567–572, Austrian Society for Cybernetic Studies, Vienna, Austria, ISBN 978-3-85206-175-7.
  • Milan Gnjatović, Manuela Kunze, Xian Zhang, Jörg Frommer, Dietmar Rösner (2008) Linguistic Expression of Emotion in Human-Machine Interaction: The NIMITEK Corpus as a Research Tool, Proc. of the Fourth International Workshop on Human-Computer Conversation, Bellagio, Italy, no pagination.

2007

2006
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