TY  - JOUR
AU  - Arsić, Milica
AU  - Mihajlović, Ivan
AU  - Nikolić, Đorđe
AU  - Živković, Živan
AU  - Panić, Marija
PY  - 2020
UR  - https://machinery.mas.bg.ac.rs/handle/123456789/5296
AB  - This article presents the results of the statistical modeling of the ground-level ozone concentration in the air in the close vicinity of the city of Zrenjanin (Serbia). This study is aimed at defining the dependence of ozone concentration on the following predictors: SO2, CO, H2S, NO, NO2, NOx, PM10, benzene, toluene, m,p-Xylene, o-Xylene and ethylbenzene concentration in the air, as well as on the meteorological parameters (the wind direction, the wind speed, air pressure, air temperature, solar radiation, and RH). Multiple linear regression analysis (MLRA) and artificial neural networks (ANNs) were used as the tools for the mathematical analysis of the indicated occurrence. The results have shown that ANNs provide better estimates of ozone concentration on the monitoring site, whereas the multilinear regression model once again has proven to be less efficient in the accurate prediction of ozone concentration.
PB  - Taylor & Fransis
T2  - OZONE-SCIENCE & ENGINEERING
T1  - Prediction of Ozone Concentration in Ambient Air Using Multilinear Regression and the Artificial Neural Networks Methods
EP  - 88
IS  - 1
SP  - 79
VL  - 42
DO  - 10.1080/01919512.2019.1598844
ER  - 

@article{
author = "Arsić, Milica and Mihajlović, Ivan and Nikolić, Đorđe and Živković, Živan and Panić, Marija",
year = "2020",
abstract = "This article presents the results of the statistical modeling of the ground-level ozone concentration in the air in the close vicinity of the city of Zrenjanin (Serbia). This study is aimed at defining the dependence of ozone concentration on the following predictors: SO2, CO, H2S, NO, NO2, NOx, PM10, benzene, toluene, m,p-Xylene, o-Xylene and ethylbenzene concentration in the air, as well as on the meteorological parameters (the wind direction, the wind speed, air pressure, air temperature, solar radiation, and RH). Multiple linear regression analysis (MLRA) and artificial neural networks (ANNs) were used as the tools for the mathematical analysis of the indicated occurrence. The results have shown that ANNs provide better estimates of ozone concentration on the monitoring site, whereas the multilinear regression model once again has proven to be less efficient in the accurate prediction of ozone concentration.",
publisher = "Taylor & Fransis",
journal = "OZONE-SCIENCE & ENGINEERING",
title = "Prediction of Ozone Concentration in Ambient Air Using Multilinear Regression and the Artificial Neural Networks Methods",
pages = "88-79",
number = "1",
volume = "42",
doi = "10.1080/01919512.2019.1598844"
}

Arsić, M., Mihajlović, I., Nikolić, Đ., Živković, Ž.,& Panić, M.. (2020). Prediction of Ozone Concentration in Ambient Air Using Multilinear Regression and the Artificial Neural Networks Methods. in OZONE-SCIENCE & ENGINEERING
Taylor & Fransis., 42(1), 79-88.
https://doi.org/10.1080/01919512.2019.1598844

Arsić M, Mihajlović I, Nikolić Đ, Živković Ž, Panić M. Prediction of Ozone Concentration in Ambient Air Using Multilinear Regression and the Artificial Neural Networks Methods. in OZONE-SCIENCE & ENGINEERING. 2020;42(1):79-88.
doi:10.1080/01919512.2019.1598844 .

Arsić, Milica, Mihajlović, Ivan, Nikolić, Đorđe, Živković, Živan, Panić, Marija, "Prediction of Ozone Concentration in Ambient Air Using Multilinear Regression and the Artificial Neural Networks Methods" in OZONE-SCIENCE & ENGINEERING, 42, no. 1 (2020):79-88,
https://doi.org/10.1080/01919512.2019.1598844 . .

TY  - JOUR
AU  - Arsić, Milica
AU  - Nikolić, Đorđe
AU  - Mihajlović, Ivan
AU  - Živković, Živan
PY  - 2014
UR  - https://machinery.mas.bg.ac.rs/handle/123456789/5442
AB  - This paper presents the results of measuring the concentrations of ozone, VOCs (benzene, toluene, m- and p-xylene, o-xylene and ethylbenzene), nitrogen oxides (NO, NO2 and NOx), CO, H2S, SO2 and PM10 in the ambient air in parallel with recording the meteorological parameters: temperature, solar radiation, relative humidity, barometric pressure, wind speed and direction during the year 2009. The measurements were performed at the measuring station located within an agricultural area near the city of Zrenjanin (Serbian Banat, Serbia). The results are presented in this paper as average values in winter and summer vs. time of day, and as average daily values vs. measurement date. Several correlations of the ozone concentration vs. atmospheric observables were made, together with Principal Component Analysis. The statistical analysis of the obtained data, based on Principal Component Analysis (PCA), led to result that 80.87 % of the variance in the measured values could be described with five factors. A high level of intercorrelation of VOCs, NOx and CO was determined. These pollutants were all grouped in factor 1, which described 42.85 % of variances of the measured values. According to the VOCs/NOx and VOCs/CO ratios (which were 0.26 and 0.029, respectively), it was determined that production of tropospheric ozone is a VOCs sensitive process for the investigated region.
PB  - Corvinus University, Budapest, Hungary
T2  - APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH
T1  - Monitoring of the Surface Ozone Concentrations in the Western Banat Region
EP  - 989
IS  - 4
SP  - 975
VL  - 12
DO  - 10.15666/aeer/1204_975989
ER  - 

@article{
author = "Arsić, Milica and Nikolić, Đorđe and Mihajlović, Ivan and Živković, Živan",
year = "2014",
abstract = "This paper presents the results of measuring the concentrations of ozone, VOCs (benzene, toluene, m- and p-xylene, o-xylene and ethylbenzene), nitrogen oxides (NO, NO2 and NOx), CO, H2S, SO2 and PM10 in the ambient air in parallel with recording the meteorological parameters: temperature, solar radiation, relative humidity, barometric pressure, wind speed and direction during the year 2009. The measurements were performed at the measuring station located within an agricultural area near the city of Zrenjanin (Serbian Banat, Serbia). The results are presented in this paper as average values in winter and summer vs. time of day, and as average daily values vs. measurement date. Several correlations of the ozone concentration vs. atmospheric observables were made, together with Principal Component Analysis. The statistical analysis of the obtained data, based on Principal Component Analysis (PCA), led to result that 80.87 % of the variance in the measured values could be described with five factors. A high level of intercorrelation of VOCs, NOx and CO was determined. These pollutants were all grouped in factor 1, which described 42.85 % of variances of the measured values. According to the VOCs/NOx and VOCs/CO ratios (which were 0.26 and 0.029, respectively), it was determined that production of tropospheric ozone is a VOCs sensitive process for the investigated region.",
publisher = "Corvinus University, Budapest, Hungary",
journal = "APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH",
title = "Monitoring of the Surface Ozone Concentrations in the Western Banat Region",
pages = "989-975",
number = "4",
volume = "12",
doi = "10.15666/aeer/1204_975989"
}

Arsić, M., Nikolić, Đ., Mihajlović, I.,& Živković, Ž.. (2014). Monitoring of the Surface Ozone Concentrations in the Western Banat Region. in APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH
Corvinus University, Budapest, Hungary., 12(4), 975-989.
https://doi.org/10.15666/aeer/1204_975989

Arsić M, Nikolić Đ, Mihajlović I, Živković Ž. Monitoring of the Surface Ozone Concentrations in the Western Banat Region. in APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH. 2014;12(4):975-989.
doi:10.15666/aeer/1204_975989 .

Arsić, Milica, Nikolić, Đorđe, Mihajlović, Ivan, Živković, Živan, "Monitoring of the Surface Ozone Concentrations in the Western Banat Region" in APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH, 12, no. 4 (2014):975-989,
https://doi.org/10.15666/aeer/1204_975989 . .

TY  - JOUR
AU  - Arsić, Milica
AU  - Nikolić, Đorđe
AU  - Živković, Živan
AU  - Urošević, Snežana
AU  - Mihajlović, Ivan
PY  - 2012
UR  - https://machinery.mas.bg.ac.rs/handle/123456789/5454
AB  - The concept of total quality management (TQM) emphasises continuous improvement which requires the participation of every individual in the company. Although much has already been said about people being the primary resource in an organisation practicing TQM, this area has been neglected by companies implementing TQM. The aim of this study was to determine critical factors of TQM practice that would positively impact employee satisfaction. Data for this study were obtained from three manufacturing companies, which have accepted TQM philosophy. Using structural equation modeling, the relationships between structural determinants of job satisfaction and employee loyalty were investigated. The results suggest that five, out of six, determinants are positively related to job satisfaction.
PB  - Routledge Informa Ltd Registered in England and Wales
T2  - TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE
T1  - The effect of TQM on employee loyalty in transition economy, Serbia
IS  - 5-6
VL  - 23
DO  - 10.1080/14783363.2012.669930
ER  - 

@article{
author = "Arsić, Milica and Nikolić, Đorđe and Živković, Živan and Urošević, Snežana and Mihajlović, Ivan",
year = "2012",
abstract = "The concept of total quality management (TQM) emphasises continuous improvement which requires the participation of every individual in the company. Although much has already been said about people being the primary resource in an organisation practicing TQM, this area has been neglected by companies implementing TQM. The aim of this study was to determine critical factors of TQM practice that would positively impact employee satisfaction. Data for this study were obtained from three manufacturing companies, which have accepted TQM philosophy. Using structural equation modeling, the relationships between structural determinants of job satisfaction and employee loyalty were investigated. The results suggest that five, out of six, determinants are positively related to job satisfaction.",
publisher = "Routledge Informa Ltd Registered in England and Wales",
journal = "TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE",
title = "The effect of TQM on employee loyalty in transition economy, Serbia",
number = "5-6",
volume = "23",
doi = "10.1080/14783363.2012.669930"
}

Arsić, M., Nikolić, Đ., Živković, Ž., Urošević, S.,& Mihajlović, I.. (2012). The effect of TQM on employee loyalty in transition economy, Serbia. in TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE
Routledge Informa Ltd Registered in England and Wales., 23(5-6).
https://doi.org/10.1080/14783363.2012.669930

Arsić M, Nikolić Đ, Živković Ž, Urošević S, Mihajlović I. The effect of TQM on employee loyalty in transition economy, Serbia. in TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE. 2012;23(5-6).
doi:10.1080/14783363.2012.669930 .

Arsić, Milica, Nikolić, Đorđe, Živković, Živan, Urošević, Snežana, Mihajlović, Ivan, "The effect of TQM on employee loyalty in transition economy, Serbia" in TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE, 23, no. 5-6 (2012),
https://doi.org/10.1080/14783363.2012.669930 . .