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asst. professor PhD Predrag Tadić

assistant professor
The Department of Signals and Systems

Paviljon Računskog Centra, kancelarija RC-7

011/3218397
Title electrical engineer, PhD
Scientific Area Automation
Promotion Date February 15, 2016

Subjects

Bibliography

Papers in journals with SCI list

Probability of detection and clutter rate estimation in target tracking systems: generalised maximum likelihood approach

A. Al-Hasaeri, A. Marjanović, P. Tadić, S. Vujnović, Ž. Đurović, Probability of detection and clutter rate estimation in target tracking systems: generalised maximum likelihood approach, IET RADAR SONAR AND NAVIGATION, Vol. 13, No. 11, pp. 1963 - 1973, Nov, 2019

Authors Asem Al-Hasaeri, Aleksandra Marjanović, Predrag Tadić, Sanja Vujnović, and Željko Đurović
Year 2019
DOI 10.1049/iet-rsn.2019.0064
Journal IET RADAR SONAR AND NAVIGATION
Impact factor 2.015 (M22)
Volumen 13
Number 11
Page from 1963
Page to 1973

Particle filtering for sensor fault diagnosis and identification in nonlinear plants

Predrag Tadić, Željko Đurović, Particle filtering for sensor fault diagnosis and identification in nonlinear plants, JOURNAL OF PROCESS CONTROL, Vol. 24, No. 4, pp. 401 - 409, Mar, 2014

Authors Predrag Tadić and Željko Đurović
Year 2014
DOI 10.1016/j.jprocont.2014.02.009
Journal JOURNAL OF PROCESS CONTROL
Impact factor 2.653 (M21)
Volumen 24
Number 4
Page from 401
Page to 409

Papers in journals outside the SCI list

Toward acoustic noise type detection based on QQ plot statistics

S. Vujnović, A. Marjanović, Ž. Đurović, P. Tadić, G. Kvaščev, Toward acoustic noise type detection based on QQ plot statistics, FACTA UNIVERSITATIS - SERIES: ELECTRONICS AND ENERGETICS, Vol. 30, No. 4, pp. 571 - 584, 2017

Authors Sanja Vujnović, Aleksandra Marjanović, Željko Đurović, Predrag Tadić, and Goran Kvaščev
Year 2017
Journal FACTA UNIVERSITATIS - SERIES: ELECTRONICS AND ENERGETICS
Volumen 30
Number 4
Page from 571
Page to 584

Application of Predictive Maintenance Techniques in Industrial Systems

A. Marjanović, G. Kvaščev, P. Tadić, Ž. Đurović, Application of Predictive Maintenance Techniques in Industrial Systems, SERBIAN JOURNAL OF ELECTRICAL ENGINEERING, Vol. 8, No. 3, pp. 263 - 279, Jan, 2011

Authors Aleksandra Marjanović, Goran Kvaščev, Predrag Tadić, and Željko Đurović
Year 2011
Journal SERBIAN JOURNAL OF ELECTRICAL ENGINEERING
Volumen 8
Number 3
Page from 263
Page to 279

An Application of Decentralized Estimation in a Fault Detection Problem

Predrag R. Tadić, Miloš S. Stanković, Srdjan S. Stanković, Željko M. Đurović, An Application of Decentralized Estimation in a Fault Detection Problem, SERBIAN JOURNAL OF ELECTRICAL ENGINEERING, Vol. 6, No. 3, pp. 373 - 387, Dec, 2009

Authors Predrag Tadić, Miloš Stanković, Srđan Stanković, and Željko Đurović
Year 2009
Journal SERBIAN JOURNAL OF ELECTRICAL ENGINEERING
Volumen 6
Number 3
Page from 373
Page to 387

Analysis of Speech Waveform Quantization Methods

Predrag R. Tadić, Željko Đurović, Branko Kovačević, Analysis of Speech Waveform Quantization Methods, JOURNAL OF AUTOMATIC CONTROL, Vol. 18, No. 1, pp. 19 - 22, Oct, 2008

Authors Predrag Tadić, Željko Đurović, and Branko Kovačević
Year 2008
Journal JOURNAL OF AUTOMATIC CONTROL
Volumen 18
Number 1
Page from 19
Page to 22

Books and bibiliographies

Signali i sistemi - Zbirka rešenih zadataka

V. Papić, P. Tadić, A. Marjanović, Signali i sistemi - Zbirka rešenih zadataka, Akademska misao, Beograd, 2013

Authors Veljko Papić, Predrag Tadić, and Aleksandra Marjanović
Year 2013
Publisher Akademska misao, Beograd
ISBN 978-86-7466-453-7
Page count 206
Book type pomoćni udžbenik
Page count 206

Papers from international conferences

Drowsiness Detection Using Machine Learning Approaches Based on Cardiopulmonary Signals

Anita Lupšić, Predrag Tadić, Veljko Mihajlović, Milica M. Janković, Drowsiness Detection Using Machine Learning Approaches Based on Cardiopulmonary Signals, 6th International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2019, pp. 239 - 243, Srebrno jezero, Serbia, 2019

Authors Anita Lupšić, Predrag Tadić, Veljko Mihajlović, and Milica Janković
Year 2019
ISSN/ISBN 978-86-7466-785-9
Page from 239
Page to 243

Gaussian Process Domain Experts for Prediction of Alzheimer's Disease-Related Cognitive Scores

N. Popović, O. Rudović, P. Vasilić, P. Tadić, Gaussian Process Domain Experts for Prediction of Alzheimer's Disease-Related Cognitive Scores, 6th International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2019, Srebrno jezero, Serbia, 2019

Authors Nikola Popović, Ognjen Rudović, Predrag Vasilić, and Predrag Tadić
Year 2019

On the Robustness of Target Tracking with Respect to Errors in Parameter Values

Asem Al-Hasaeri, Predrag Tadić, Aleksandra Marjanović, Željko Đurović, On the Robustness of Target Tracking with Respect to Errors in Parameter Values, 5th International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2018, Palić, Srbija, Jun, 2018

Authors Asem Al-Hasaeri, Predrag Tadić, Aleksandra Marjanović, and Željko Đurović
Year 2018

Improving the Efficiency of the Support Vector Decomposition Machine

Predrag Tadić, Nima Asadi, Nikola Popović, Zoran Obradović, Improving the Efficiency of the Support Vector Decomposition Machine, 2018 14th Symposium on Neural Networks and Applications (NEUREL), Belgrade, Nov, 2018

Authors Predrag Tadić, Nima Asadi, Nikola Popović, and Zoran Obradović
Year 2018

On False Alarms Density and Detection Profile Estimation in Target Tracking Systems

A. Al-Hasaeri, A. Marjanović, S. Vujnović, P. Tadić, Ž. Đurović, On False Alarms Density and Detection Profile Estimation in Target Tracking Systems, XIV International Conference SAUM 2018, NIŠ, Serbia, Nov, 2018

Authors Asem Al-Hasaeri, Aleksandra Marjanović, Sanja Vujnović, Predrag Tadić, and Željko Đurović
Year 2018

On Dimension Reduction Techniques

N. Popović, S. Vujnović, P. Tadić, P. Vasilić, On Dimension Reduction Techniques, 5th International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2018, Palić, Srbija, Jun, 2018

Authors Nikola Popović, Sanja Vujnović, Predrag Tadić, and Predrag Vasilić
Year 2018

Analysis of a method for mitigating miscorrelations in target tracking algorithms

A. Al-Hasaeri, P. Tadić, A. Marjanović, Ž. Đurović, Analysis of a method for mitigating miscorrelations in target tracking algorithms, 4th International Conference on Electrical, Electronic and Computing Engineering, IcETRAN 2017, Kladovo, Serbia, Jun, 2017

Authors Asem Al-Hasaeri, Predrag Tadić, Aleksandra Marjanović, and Željko Đurović
Year 2017

Hand gesture recognition using neural network based techniques

V. Bobić, P. Tadić, G. Kvaščev, Hand gesture recognition using neural network based techniques, Neural Networks and Applications (NEUREL), 2016 13th Symposium on, pp. 35 - 38, IEEE, Belgrade, Serbia, Nov, 2016

Authors Vladislava Bobić, Predrag Tadić, and Goran Kvaščev
Year 2016
Publisher IEEE
ISSN/ISBN 978-1-5090-1529-0
DOI 10.1109/NEUREL.2016.7800104
Page from 35
Page to 38

Fault Diagnosis in Redundant-Sensors Schemes: A Combined Parity Relations and Dedicated Observer Approach

P. Tadić, A. Marjanović, S. Vujnović, G. Kvaščev, Fault Diagnosis in Redundant-Sensors Schemes: A Combined Parity Relations and Dedicated Observer Approach, XIII International Conference on Systems, Automatic Control and Measurements (SAUM2016), Nis, Srbija, Nov, 2016

Authors Predrag Tadić, Aleksandra Marjanović, Sanja Vujnović, and Goran Kvaščev
Year 2016

On Possibility of Modeling the Influence of Coal Firing Process Correction on Steam Drum Outlet Temperature in Thermal Power Plant

A. Marjanović, P. Tadić, L. Cokić, Ž. Đurović, On Possibility of Modeling the Influence of Coal Firing Process Correction on Steam Drum Outlet Temperature in Thermal Power Plant, XIII International Conference on Systems, Automatic Control and Measurements (SAUM2016), Nis, Srbija, Nov, 2016

Authors Aleksandra Marjanović, Predrag Tadić, Lazar Cokić, and Željko Đurović
Year 2016

Acoustic noise detection for state estimation

S. Vujnović, A. Al-Hasaeri, P. Tadić, G. Kvaščev, Acoustic noise detection for state estimation, IcETRAN 2016, Zlatibor, Serbia, 2016

Authors Sanja Vujnović, Asem Al-Hasaeri, Predrag Tadić, and Goran Kvaščev
Year 2016

Improved matrix CUSUM test for recursive sequential testing of multiple hypotheses

Predrag Tadić, Sanja Vujnović, Željko Đurović, Improved matrix CUSUM test for recursive sequential testing of multiple hypotheses, Int. Conf. on Electrical, Electronic and Computing Engineering (IcETRAN), Srebrno jezero, Serbia, Jun, 2015

Authors Predrag Tadić, Sanja Vujnović, and Željko Đurović
Year 2015

Fault diagnosis in nonlinear stochastic systems via particle filtering

P. Tadić, Ž. Đurović, A. Marjanović, S. Vujnović, Fault diagnosis in nonlinear stochastic systems via particle filtering, 23rd Telecomunications forum (TELFOR), Belgrade, Serbia, Nov, 2015

Authors Predrag Tadić, Željko Đurović, Aleksandra Marjanović, and Sanja Vujnović
Year 2015

Sensor fault diagnosis in nonlinear plants: a marginalised particle filter approach

P. Tadić, G. Kvaščev, Ž. Đurović, B. Kovačević, Sensor fault diagnosis in nonlinear plants: a marginalised particle filter approach, IcETRAN 2014, Vrnjačka Banja, Srbija, 2014

Authors Predrag Tadić, Goran Kvaščev, Željko Đurović, and Branko Kovačević
Year 2014

To Robust Identification of Water Steam‐separator Process in Thermal Power Plants

G. Kvaščev, A. Marjanović, P. Tadić, Ž. Đurović, To Robust Identification of Water Steam‐separator Process in Thermal Power Plants, IEEE International Conference on Industrial Technology (ICIT2012), Athens, Mar, 2012

Authors Goran Kvaščev, Aleksandra Marjanović, Predrag Tadić, and Željko Đurović
Year 2012

Fault Diagnosis for Steam Separators Based on Parameter Identification and CUSUM Classification

Predrag Tadić, Željko Đurović, Branko Kovačević, Veljko Papić, Fault Diagnosis for Steam Separators Based on Parameter Identification and CUSUM Classification, IEEE International Conference on Industrial Technology ICIT2012, Athens, Greece, Mar, 2012

Authors Predrag Tadić, Željko Đurović, Branko Kovačević, and Veljko Papić
Year 2012

Fault Detection and Isolation in Steam Separator System Using Hidden Markov Models

A. Marjanović, Ž. Đurović, G. Kvaščev, P. Tadić, Fault Detection and Isolation in Steam Separator System Using Hidden Markov Models, International Conference on Advanced Control and Diagnosis - ACD 2011, Budapest, Hungary, Nov, 2011

Authors Aleksandra Marjanović, Željko Đurović, Goran Kvaščev, and Predrag Tadić
Year 2011

Data Preprocessing Method for Simplifying the Application of Change Detection Algorithms

Predrag Tadić, Željko Đurović, Branko Kovačević, Veljko Papić, Data Preprocessing Method for Simplifying the Application of Change Detection Algorithms, 9th European Workshop on Advanced Control and Diagnosis ACD 2011, Budapest, Hungary, Nov, 2011

Authors Predrag Tadić, Željko Đurović, Branko Kovačević, and Veljko Papić
Year 2011

Coal-Shortage Detection in Power Plants by Means of a Fixed Size Sample Strategy

Predrag Tadić, Željko Đurović, Goran Kvaščev, Veljko Papić, Coal-Shortage Detection in Power Plants by Means of a Fixed Size Sample Strategy, FAC Conference on Control Methodologies and Technology for Energy Efficiency – IFAC CMTEE 2010, Vilamoura, Portugal, Mar, 2010

Authors Predrag Tadić, Željko Đurović, Goran Kvaščev, and Veljko Papić
Year 2010

Expert System for Fault Detection and Isolation of Coal-Shortage in Thermal Power Plants

V. Todorović, P. Tadić, Ž. Đurović, Expert System for Fault Detection and Isolation of Coal-Shortage in Thermal Power Plants, Conference on Control and Fault Tolerant Systems SysTol'10, Nice, France, Oct, 2010

Authors Veljko Todorović, Predrag Tadić, and Željko Đurović
Year 2010

Application of a Fixed-Size Sample Hypothesis Testing Algorithm to Leakage Diagnosis in a Three-Tank System

P.R. Tadić, Ž.M. Đurović, G.S. Kvaščev, Application of a Fixed-Size Sample Hypothesis Testing Algorithm to Leakage Diagnosis in a Three-Tank System, X Triennial International SAUM Conference on Systems, Automatic Control and Measurements, Niš, Srbija, Nov, 2010

Authors Predrag Tadić, Željko Đurović, and Goran Kvaščev
Year 2010

Consensus Based Decentralized Estimation Applied to Fault Detection and Isolation

Predrag Tadić, Miloš Stanković, Srđan Stanković, Željko Đurović, Consensus Based Decentralized Estimation Applied to Fault Detection and Isolation, 6th IFAC International Workshop on Knowledge and Technology Transfer in Developing Countries: Automation and Infrastructure, DECOM – TT 2009, Ohrid, Republic of Macedonia, Sep, 2009

Authors Predrag Tadić, Miloš Stanković, Srđan Stanković, and Željko Đurović
Year 2009

Papers from domestic conferences

Analiza uticaja reda prediktora i pola govornika na odnos signal/šum za diferencijalni kvantizator

L. Cokić, A. Marjanović, P. Tadić, G. Kvaščev, Analiza uticaja reda prediktora i pola govornika na odnos signal/šum za diferencijalni kvantizator, ETRAN 2016, Zlatibor, Srbija, 2016

Authors Lazar Cokić, Aleksandra Marjanović, Predrag Tadić, and Goran Kvaščev
Year 2016

Udaljeno upravljanje vazdušnom levitacijom: edukacioni aspekti

A. Marjanović, A. Rakić, P. Tadić, Udaljeno upravljanje vazdušnom levitacijom: edukacioni aspekti, ETRAN 2015, Srebrno jezero, Srbija, 2015

Authors Aleksandra Marjanović, Aleksandar Rakić, and Predrag Tadić
Year 2015

Skriveni Markovljevi Modeli u Detekciji Otkaza na Industrijskim Postrojenjima

A. Marjanović, G. Kvaščev, P. Tadić, Skriveni Markovljevi Modeli u Detekciji Otkaza na Industrijskim Postrojenjima, 56. konferencija ETRAN 2012, Društvo za elektroniku, telekomunikacije, računarstvo, automatiku i nuklearnu tehniku, Zlatibor, Srbija, Jun, 2012

Authors Aleksandra Marjanović, Goran Kvaščev, and Predrag Tadić
Year 2012
Publisher Društvo za elektroniku, telekomunikacije, računarstvo, automatiku i nuklearnu tehniku

Dijagnoza kvarova senzora u separatoru termoelektrane testom generalizovanog količnika verodostojnosti

P. Tadić, G. Kvaščev, Ž. Đurović, Dijagnoza kvarova senzora u separatoru termoelektrane testom generalizovanog količnika verodostojnosti, 56. konferencija ETRAN, ETRAN, Zlatibor, Srbija, Jun, 2012

Authors Predrag Tadić, Goran Kvaščev, and Željko Đurović
Year 2012
Publisher ETRAN

A New Approach to Doppler Filter Adaptation in Radar Systems

V. Papić, Ž. Đurović, G. Kvaščev, P. Tadić, A New Approach to Doppler Filter Adaptation in Radar Systems, 19th Telecommunications Forum (TELFOR) 2011, pp. 707 - 714, Nov, 2011

Authors Veljko Papić, Željko Đurović, Goran Kvaščev, and Predrag Tadić
Year 2011
Page from 707
Page to 714

Procena učestanosti jedne ili više sinusoida metodom maksimalne verodostojnosti

V. Papić, P. Tadić, B. Kovačević, Procena učestanosti jedne ili više sinusoida metodom maksimalne verodostojnosti, 55. konferencija ETRAN-a, Jun, 2011

Authors Veljko Papić, Predrag Tadić, and Branko Kovačević
Year 2011

Smanjenje računske složenosti algoritama za testiranje hipoteza linearnim preslikavanjem mernog vektora

Predrag Tadić, Veljko Papić, Željko Đurović, Smanjenje računske složenosti algoritama za testiranje hipoteza linearnim preslikavanjem mernog vektora, ETRAN, Banja Vrućica, Bosna i Hercegovina, 2011

Authors Predrag Tadić, Veljko Papić, and Željko Đurović
Year 2011

Detekcija i izolacija grešaka metodom testiranja hipoteza na osnovu uzorka fiksne veličine

Predrag Tadić, Željko Đurović, Detekcija i izolacija grešaka metodom testiranja hipoteza na osnovu uzorka fiksne veličine, ETRAN, Donji Milanovac, Srbija, 2010

Authors Predrag Tadić and Željko Đurović
Year 2010

Konsenzus decentralizovana estimacija u problemima detekcije i izolacije otkaza

Predrag Tadić, Srdjan Stanković, Željko Đurović, Miloš Stanković, Konsenzus decentralizovana estimacija u problemima detekcije i izolacije otkaza, ETRAN, Vrnjačka Banja, Srbija, 2009

Authors Predrag Tadić, Srđan Stanković, Željko Đurović, and Miloš Stanković
Year 2009

Analiza metoda za kvantizaciju govornog signala

Predrag Tadić, Željko Đurović, Branko Kovačević, Analiza metoda za kvantizaciju govornog signala, ETRAN, Palić, Srbija, 2008

Authors Predrag Tadić, Željko Đurović, and Branko Kovačević
Year 2008

Other papers

RObust Decentralised Estimation fOr large-scale systems (RODEO)

G. Fadda, M. Franceschelli, A. Pilloni, A. Pisano, E. Usai, Ž. Đurović, A. Marjanović, V. Papić, P. Tadić, S. Vujnović, RObust Decentralised Estimation fOr large-scale systems (RODEO), Italian - Serbian Cooperation on Science (e-book), 2016

Authors Gianluca Fadda, Mauro Franceschelli, Alessandro Pilloni, Alessandro Pisano, Elio Usai, Željko Đurović, Aleksandra Marjanović, Veljko Papić, Predrag Tadić, and Sanja Vujnović
Year 2016

Statistička obrada signala za dijagnostiku grešaka i prediktivno održavanje sistema

Predrag Tadić, Statistička obrada signala za dijagnostiku grešaka i prediktivno održavanje sistema, Doktorska teza, Elektrotehnički fakultet Univerziteta u Beogradu, 2015

Authors Predrag Tadić
Year 2015
Publisher Elektrotehnički fakultet Univerziteta u Beogradu

Algoritam kvantizacije govornog signala srpskog jezika

Predrag Tadić, Algoritam kvantizacije govornog signala srpskog jezika, Elektrotehnički fakultet Univerziteta u Beogradu, Beograd, 2009

Authors Predrag Tadić
Year 2009
Publisher Elektrotehnički fakultet Univerziteta u Beogradu

Projects

Providing consulting services to the needs of the development of a system based on the use of artificial intelligence, machine learning and computer vision

Type of project Ostali domaći komercijalni projekti
Head asst. professor PhD Predrag Tadić
Business Partner EVERSEEN DOO Beograd
Beginning of realization 2019-12-31

Povećanje energetske efikasnosti i raspoloživosti u sistemima za proizvodnju i prenos električne energije razvojem novih metoda za dijagnostiku i ranu detekciju otkaza-NASTAVAK

Type of project Nauka- Projekti NIO
Head professor PhD Željko Đurović
Business Partner MINISTARSTVO PROSVETE, NAUKE I TEHNOLOŠKOG RAZVOJA
Beginning of realization 2020-02-24

A system for automatic car-ad image viewpoint classification

Type of project Ostali domaći komercijalni projekti
Head asst. professor PhD Predrag Tadić
Business Partner "INFOSTUD 3 " D.O.O.
Beginning of realization 2019-06-28

Automatic ball inspection systems-serial production

Type of project Ostali međunarodni komercijalni projekti
Head professor PhD Željko Đurović
Business Partner "HENKEL SRBIJA" D.O.O.
Beginning of realization 2020-08-03

Predikcija odliva klijenata banke

Type of project Ostali međunarodni komercijalni projekti
Head asst. professor PhD Predrag Tadić
Business Partner QCERRIS LLC
Beginning of realization 2018-11-13

Uvodjenje predmenta Masinsko Ucenje na modulu Signali i sistemi master studija Elektrotehnickog fakulteta Univerziteta u Beogradu

Type of project Projekti-Razvoj visokog obrazovanja
Head asst. professor PhD Predrag Tadić
Business Partner MINISTARSTVO PROSVETE, NAUKE I TEHNOLOŠKOG RAZVOJA
Beginning of realization 2018-11-13

Automatic SVR Ball Inspection

Type of project Ostali domaći komercijalni projekti
Head professor PhD Željko Đurović
Business Partner "HENKEL SRBIJA" D.O.O.
Beginning of realization 2019-12-09

Sistem za optimizaciju rada termobloka sa turboagregatorom snage veće od 300 MW-NASTAVAK

Type of project Nauka- Projekti NIO
Head professor PhD Željko Đurović
Business Partner MINISTARSTVO PROSVETE, NAUKE I TEHNOLOŠKOG RAZVOJA
Beginning of realization 2020-02-24

Uredjaj za detekciju stanja i otkaza na rotacionim masinama na bazi akustickih signala - E!13084 FASTER program EUREKA

Type of project EUREKA
Head professor PhD Željko Đurović
Business Partner MINISTARSTVO PROSVETE, NAUKE I TEHNOLOŠKOG RAZVOJA
Beginning of realization 2019-03-07