Doktorska disertacija Universidad Politecnica de Madrid,
signali i sistemi, 2007
Master studije Universidad Politecnica de Madrid,
signali i sistemi, 2005
Osnovne studije elektrotehnički fakultet u Beogradu,
telekomunikacije,
Srednja škola treća beogradska gimnazija,
prirodni,
Knjige:
S. Deshpande, . Walambe, K. Kotecha, M. Marjanović-Jakovljević, Conference Proceedings-Advanced Computing, Springer, 2022
M. Marjanović-Jakovljević, Conference Proceedings-Advanced Computing, Springer, 2022
Radovi u časopisima:
N. Panić, M. Marjanović, T. Bezdan, Addressing Demographic Bias in Age Estimation Models through Optimized Dataset Composition, Mathematics, Vol. 12, No. 15, pp. 2358 - 2358, Jul, 2024
M. Radaković, M. Marjanović, I. Ristić, V. Kuleto, M. Ilić, S. Dabić Miletić, Serbian Sign Language Alphabet: A unique authentic dataset of letter sign gestures, Mathematics, Feb, 2024
N. Bacanin, M. Zivkovic, M. Antonijevic, K. Venkatachalam, J. Lee, Y. Nam, M. Marjanovic, I. Strumberger, M. Abouhawwash, Addressing feature selection and extreme learning machine tuning by diversity-oriented social network search: an application for phishing websites detection, Complex & Intelligent Systems, pp. 1 - 36, Jun, 2023
M. Zivkovic, N. Bacanin, M. Antonijevic, B. Nikolic, G. Kvascev, M. Marjanovic, N. Savanovic, Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-ray Images, ELECTRONICS, Vol. 11, No. 22, 3798, pp. 1 - 30, Nov, 2022
K. Aktas, V. Ignjatovic, D. Ilic, M. Marjanović-Jakovljević, G. Anbarjafari, Deep convolutional neural networks for detection of abnormalities in chest X-rays trained on the very large dataset, Springer Nature Computer Science, pp. 1 - 7, Jul, 2022
S. Deshpande, R. Walambe, K. Kotecha, M. Marjanović-Jakovljević, Post-hoc Explainable Reinforcement Learning Using Probabilistic Graphical Models, Advanced Computing. IACC 2021. Communications in Computer and Information Science, vol 1528. Springer, pp. 362 - 376, Feb, 2022
J. Jacques Junior, C. Ozcinar, M. Marjanović-Jakovljević, X. Baró, G. Anbarjafari, S. Escalera, On the effect of age perception biases for real age regression, 14th IEEE International Conference on Automatic Face & Gesture Recognition, May, 2019. To be published in Proceedings, pp. xx - xx, May, 2019
J. Gorbova, M. Čolović, M. Marjanović-Jakovljević, A. NJeguš, G. Anbarjafari, Going Deeper in Hidden Sadness Recognition Using Spontaneous Database, MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 78, No. 16, pp. 23161 - 23178, 2019
F. Noroozi, M. Marjanović-Jakovljević, A. NJeguš, S. Escalera, G. Anbarjafari, Audio-Visual Emotion Recognition in Video Clips, IEEE Transactions on Affective Computing , Vol. PP, No. 1949-3045, pp. 1 - 16, Jun, 2017
J. Grobova, M. Čolović, M. Marjanović-Jakovljević, A. Njeguš, H. Demirel, A. Gholamreza, Automatic Hidden Sadness Detection Using Micro-Expressions (Proceedings Paper), 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017) - Proceedings Paper - M 23), pp. 828 - 832, 2017
F. Noroozi, M. Marjanović-Jakovljević, A. NJeguš, S. Escalera, G. Anbarjafari, A Study of Language and Classifier-independentFeature Analysis for Vocal Emotion Recognition, https://arxiv.org/abs/1811.08935, pp. 1 - 20, 2017
A. Nasef, M. Marjanović-Jakovljević, A. NJeguš, Stochastic gradient descent analysis for the evaluation of a speaker recognition, ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, Vol. 90, No. 2, pp. 389 - 397, Dec, 2016
M. Marjanović-Jakovljević, A. Njeguš, F. Noroozi, S. Escalera, A. Gholamreza, Fusion of Classifier Predictions for Audio-Visual Emotion Recognition (Proceedings Paper), (m23) 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), (2016), vol. br. , str. 61-66, pp. 61 - 66, 2016
M. Marjanović-Jakovljević, System Model of TH-UWB Using LDPC Code Implementation, Journal of Telecommunications, pp. xx - xx, Aug, 2015
M. Marjanović-Jakovljević, Sensitivity Analysis of Information Retrieval Metrics, International Journal of Computer Science and Information Technologies (IJCSIT), Vol. 7, No. 4, pp. 45 - 56, Aug, 2015
M. Marjanović-Jakovljević, Information Retrieval System for Serbian Language: Requirements, Limitations and Experiments, International Journal of Computer Application (IJCA), Vol. 5, No. 5, pp. 22 - 34, Aug, 2015
M. Marjanović-Jakovljević, Analysis of Timing Offset Estimation Schemes for UWB Signals, EURASIP 13 th. European Signal. Processing Conference Proceedings, Vol. 4, pp. 2418 - 2422, 2005
Radovi na konferencijama:
B. Gutić, T. Bezdan, M. Marjanović, P. Watson, H. Farahani, EXPLAINABLE ARTIFICIAL INTELLIGENCE IN DECODING HUMAN EMOTIONS THROUGH VISION TRANSFORMERS, Sinteza 2024, pp. 168 - 174, May, 2024
N. Boskovic, M. Marjanović, CITEZENS’ ATTITUDES TOWARDS THE USE OF THE EGOVERNMENT PORTAL (EUPRAVA) IN THE REPUBLIC OF SERBIA, May, 2024
A. Stankovic, M. Marjanović, ADVERSARIAL ATTACKS ON MACHINE LEARNING MODELS IN HEALTHCARE APPLICATIONS, 2024
B. Gutić, T. Bezdan, F. Hojjatollah, P. Watson, M. Marjanović, EXPLAINABLE ARTIFICIAL INTELLIGENCE IN DECODING HUMAN EMOTIONS THROUGH VISION TRANSFORMERS, 2024
D. Jovanovic, M. Marjanovic, M. Antonijevic, M. Zivkovic, N. Budimirovic, N. Bacanin, Feature Selection by Improved Sand Cat Swarm Optimizer for Intrusion Detection, 2022 International Conference on Artificial Intelligence in Everything (AIE), IEEE, pp. 685 - 690, Aug, 2022
M. Salb, N. Bacanin, M. Zivkovic, M. Antonijevic, M. Marjanovic, I. Strumberger, Extreme learning machine tuning by original sine cosine algorithm, 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), IEEE, pp. 143 - 148, Jun, 2022
A. Petrovic, N. Bacanin, M. Zivkovic, M. Marjanovic, M. Antonijevic, I. Strumberger, The AdaBoost Approach Tuned by Firefly Metaheuristics for Fraud Detection, 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), IEEE, pp. 834 - 839, Jun, 2022
A. Vesic, M. Marjanovic, A. Petrovic, I. Strumberger, E. Tuba, T. Bezdan, Optimizing Extreme Learning Machine by Animal Migration Optimization, 2022 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), Novi Sad, Serbia, pp. 261 - 266, May, 2022
D. Čugalj, M. Marjanović-Jakovljević, M. Živković, Prediction of Correct Readings of Car Engine Mass Air Flow Sensors, Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research, pp. 3 - 8, Jun, 2021
A. Vesic, A. Micovic, V. Ignjatovic, S. Lakicevic, M. Colovic, M. Zivkovic, M. Marjanovic, Hidden Sadness Detection: Differences between Men and Women, 2021 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, pp. 237 - 241, May, 2021
M. Marjanović-Jakovljević, IEEE Zooming Innovation in Consumer Technologies Conference (ZINC) 2021, Hidden Sadness Detection: Differences between Man and Women, May, 2021
M. Marjanović-Jakovljević, Post-hoc Explainable Reinforcement Learning Using Probabilistic Graphical Models, 2021
V. Marković, A. NJeguš, M. Marjanović-Jakovljević, Anomalies Detection in the Application Logs Using Kohonen SOM Machine Learning Algorithm, Proc. of International Scientific Conference on Information Technology and Data related research, pp. 275 - 282, Oct, 2020
H. Skačev, A. Mićović, B. Gutić, D. Dotlić, A. Vesić, V. Ignjatović, S. Lakićević, M. Marjanović-Jakovljević, M. Živković, On the Development of the Automatic Weed Detection Tool, 2020 Zooming Innovation in Consumer Technologies Conference (ZINC), pp. 123 - 126, May, 2020
A. Vesić, V. Ignjatović, S. Lakićević, L. Lakićević, B. Gutić, H. Skačev, D. Dotlić, A. Mićović, M. Marjanović-Jakovljević, M. Živković, Predicting Plant Water and Soil Nutrient Requirements, 2020 Zooming Innovation in Consumer Technologies Conference (ZINC), pp. 132 - 137, May, 2020
M. Marjanović-Jakovljević, C. Ozinar, X. Baró, G. Anbarjafari, S. Escalera, On the effect of age perception biases for real age regression, IEEE (FG 2019), 14th IEEE International Conference on Automatic Face & Gesture Recognition, May, 2019
M. Krstic, M. Marjanović-Jakovljević, Merenje parametara i testiranje performansi modela OTN mreže, Apr, 2019
J. Zlatanović, M. Marjanović-Jakovljević, Z. Trivić, Wireless Microphones Interference Decreasing using LTE Filters, 2019
M. Marjanović-Jakovljević, M. Krstić, The Fifth International Sientific Conference on Information Technology and Data Related Research Sinteza 2018, "Primena TETRA sistema u Vojsci Srbije"., Apr, 2018
J. Gorbova, M. Čolović, M. Marjanović-Jakovljević, A. Njeguš, H. Demirel, G. Anbarjafari, Automatic Hidden Sadness Detection Using micro-expressions, Proceedings from the 12th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017), Washington, DC., pp. 828 - 832, May, 2017
A. Nasef, M. Marjanović-Jakovljević, A. NJeguš, Optimization of the speaker recognition in noisy environments using a stochastic gradient descent, Proceedings of International Scientific Conference on Information Technology and Data Related Research, pp. 369 - 373, Apr, 2017
S. Saša, M. Marjanović-Jakovljević, Ekonomski Aspekti Primene 5G Tehnologije, 2017
F. Noroozi, M. Marjanović-Jakovljević, A. NJeguš, S. Escalera, G. Anbarjafari, Fusion of Classifier Predictions for Audio-Visual Emotion Recognition, Proceedings of 23rd International Conference on Pattern Recognition (ICPR), pp. 61 - 66, Dec, 2016
A. NJeguš, V. Jovanović, M. Marjanović-Jakovljević, Information Retrieval Evaluation for Tourism related Social Media Content, Proceedings of Singidunum International Tourism Conference - SITCON 2016, pp. 92 - 100, Sep, 2016
A. NJeguš, M. Marjanović-Jakovljević, G. Anbarjafari, Performance Analysis of Vocal Emotion Recognition Using Selective Speech Features, Proceedings of 3rd International Conference on Electrical, Electronic and Computing Engineering - IcETRAN 2016, pp. 1 - 5, Jun, 2016
M. Marjanović-Jakovljević, HSI Based Colour Image Equalization Using Iterative nth Root and nth Power, Jun, 2016
M. Marjanović-Jakovljević, A. Njeguš, Data-Driven Human Activity Recognition in Smart Environments, Apr, 2016
M. Marjanović-Jakovljević, A. Nasef, Development of an Open Source Based Software Tool for Arabic Text Stemming and Classifications, Apr, 2016
M. Marjanović-Jakovljević, M. Frantlovic, I. Jokic, Intelligent industrial instrumentation based on silicon MEMS pressure sensors, Apr, 2016
M. Marjanović-Jakovljević, Performance Analysis of Vocal Emotion Recognition Using Selective Speech Features, ICETRAN 2016-Society for Electronics, Telecommunications, Computers, Automatic Control and Nuclear Engineering, 2016
M. Marjanović-Jakovljević, V. Tomašević, D. Živković, Anti-plagiarism Software: Usage, Effectiveness and Issues, SINTEZA 2015, pp. 119 - 122, 2015
M. Marjanović, Z. Petrović, Videokonferencija preko Interneta, TELFOR 2002, Belgrade, 2002., 2015
M. Marjanović-Jakovljević, BER Performance of a TH-UWB System in Different Scenarios using Fast Simulator, SINTEZA 2014, 2014
M. Marjanović-Jakovljević, A New Approach of MUD in UWB Systems, ICUWB 2006, IEEE International Conference on Ultrawideband, September 2006., 2006
M. Marjanović-Jakovljević, A Low Complexity Simulation Algorithm for TH-UWB MMSE RAKE Receiver, ISSPIT 2006, The 6thIEEE International Symposium on Signal Processing and Information Technology, Vancouver, Canada, August 2006, 2006
M. Marjanović-Jakovljević, A Low Complexity Simulation Algorithm for TH-UWB MMSE RAKE Receiver in a NLOS Multipath Channel, 2006
M. Marjanović, J. Paez Borrallo, Analysis of Timing Offset Estimation Schemes for UWB Signals, Sep, 2005
Ostali radovi:
N. Bacanin, M. Zivkovic, Z. Hajdarevic, S. Janicijevic, A. Dasho, M. Marjanovic, L. Jovanovic, Performance of Sine Cosine Algorithm for ANN Tuning and Training for IoT Security, Chapter in LNNS Lecture Notes in Networks and Systems: HIS 2022: Hybrid Intelligent Systems, Springer, volume 647, LNNS Lecture Notes in Networks and Systems: HIS 2022: Hybrid Intelligent Systems, volume 647, pp. 302 - 312, Springer, Cham, May, 2023
M. Zivkovic, A. Petrovic, N. Bacanin, M. Djuric, A. Vesic, I. Strumberger, M. Marjanovic, Training Logistic Regression Model by Hybridized Multi-verse Optimizer for Spam Email Classification, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, Springer, volume 552, LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, volume 552, pp. 507 - 520, Springer, Singapore, Kolkata, India, Feb, 2023
M. Gajevic, N. Milutinovic, J. Krstovic, L. Jovanovic, M. Zivkovic, M. Marjanovic, C. Stoean, Artificial Neural Network Tuning by Improved Sine Cosine Algorithm for HealthCare 4.0, Chapter in Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, pp. 289 - 305, Atlantic Press, Muscat, Oman, Jan, 2023
A. Petrovic, L. Jovanovic, M. Zivkovic, N. Bacanin, N. Budimirovic, M. Marjanovic, Forecasting Bitcoin Price by Tuned Long Short Term Memory Model, Chapter in Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, pp. 187 - 202, Atlantic Press, Muscat, Oman, Jan, 2023
L. Jovanovic, M. Antonijevic, M. Zivkovic, D. Jovanovic, M. Marjanovic, N. Bacanin, Sine Cosine Algorithm with Tangent Search for Neural Networks Dropout Regularization, Chapter in AIS Algorithms for Intelligent Systems: ICDICI 2022: Data Intelligence and Cognitive Informatics, Springer, AIS Algorithms for Intelligent Systems: ICDICI 2022: Data Intelligence and Cognitive Informatics, pp. 789 - 802, Springer, Singapore, Tirunelveli, India, Dec, 2022
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