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Atanas Ivanov
Atanas Ivanov
главен асистент доктор, ПУ "Паисий Хилендарски"
Verified email at uni-plovdiv.bg
Title
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Cited by
Year
Time series analysis and forecasting for air pollution in small urban area: an SARIMA and factor analysis approach
SG Gocheva-Ilieva, AV Ivanov, DS Voynikova, DT Boyadzhiev
Stochastic environmental research and risk assessment 28, 1045-1060, 2014
972014
Regression trees modeling of time series for air pollution analysis and forecasting
SG Gocheva-Ilieva, DS Voynikova, MP Stoimenova, AV Ivanov, IP Iliev
Neural Computing and Applications 31, 9023-9039, 2019
332019
Short-time particulate matter PM10 forecasts using predictive modeling techniques
A Ivanov, S Gocheva-Ilieva
AIP Conference Proceedings 1561 (1), 209-218, 2013
182013
Assessment of students’ achievements and competencies in mathematics using CART and CART Ensembles and Bagging with combined model improvement by MARS
S Gocheva-Ilieva, H Kulina, A Ivanov
Mathematics 9 (1), 62, 2020
152020
Studying the effect of meteorological factors on the SO2 and PM10 pollution levels with refined versions of the SARIMA model
DS Voynikova, SG Gocheva-Ilieva, AV Ivanov, IP Iliev
AIP Conference Proceedings 1684 (1), 100005, 2015
122015
Random forests models of particulate matter PM10: a case study
A Ivanov, D Voynikova, M Stoimenova, S Gocheva-Ilieva, I Iliev
AIP conference proceedings 2025 (1), 030001, 2018
112018
Parametric time-series analysis of daily air pollutants of city of Shumen, Bulgaria
A Ivanov, D Voynikova, S Gocheva-Ilieva, D Boyadzhiev
AIP Conference Proceedings 1487 (1), 386-396, 2012
112012
Assaying SARIMA and generalised regularised regression for particulate matter PM10 modelling and forecasting
S Gocheva-Ilieva, A Ivanov
International Journal of Environment and Pollution 66 (1-3), 41-62, 2019
102019
High performance machine learning models of large scale air pollution data in urban area
SG Gocheva-Ilieva, AV Ivanov, IE Livieris
Cybernetics and Information Technologies 20 (6), 49-60, 2020
82020
Decision trees for evaluation of mathematical competencies in the higher education: A case study
A Ivanov
Mathematics 8 (5), 748, 2020
82020
Exploring key air pollutants and forecasting particulate matter PM10 by a two-step SARIMA approach
S Gocheva-Ilieva, A Ivanov, I Iliev
AIP Conference Proceedings 2106 (1), 020004, 2019
82019
Regression trees modeling and forecasting of PM10 air pollution in urban areas
M Stoimenova, D Voynikova, A Ivanov, S Gocheva-Ilieva, I Iliev
AIP Conference Proceedings 1895 (1), 030005, 2017
72017
Modeling of air pollutants and ozone concentration by using multivariate analysis: Case study of Dimitrovgrad, Bulgaria
SG Gocheva-Ilieva, AV Ivanov, IP Iliev
British Journal of Applied Science & Technology 14 (3), 1-8, 2016
72016
Prediction of Daily Mean PM10 Concentrations Using Random Forest, CART Ensemble and Bagging Stacked by MARS
S Gocheva-Ilieva, A Ivanov, M Stoimenova-Minova
Sustainability 14 (2), 798, 2022
62022
Modeling of PM10 Air pollution in urban environment using MARS
SG Gocheva-Ilieva, AV Ivanov, DS Voynikova, MP Stoimenova
Large-Scale Scientific Computing: 12th International Conference, LSSC 2019 …, 2020
52020
Using principal component analysis and general path seeker regression for investigation of air pollution and CO modeling
A Ivanov, D Voynikova, S Gocheva-Ilieva, H Kulina, I Iliev
AIP Conference Proceedings 1684 (1), 100004, 2015
42015
Data mining for statistical evaluation of summative and competency-based assessments in mathematics
S Gocheva-Ilieva, M Teofilova, A Iliev, H Kulina, D Voynikova, A Ivanov, ...
International Joint Conference: 12th International Conference on …, 2020
32020
Integrating of competences in mathematics through software—case study
HN Kulina, SG Gocheva-Ilieva, DS Voynikova, PK Atanasova, AI Iliev, ...
2018 IEEE Global Engineering Education Conference (EDUCON), 1586-1590, 2018
32018
Hybrid boosted trees and regularized regression for studying ground ozone and PM10 concentrations
A Ivanov, S Gocheva-Ilieva, M Stoimenova
AIP Conference Proceedings 2302 (1), 060005, 2020
22020
Random forest regression for statistical modeling and forecasting of PM10
A Ivanov, S Gocheva-Ilieva, M Stoimenova-Minova
AIP Conference Proceedings 2522 (1), 100005, 2022
2022
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