A. Ivanov

发表

Hybrid boosted trees and regularized regression for studying ground ozone and PM10 concentrations

S. Gocheva-Ilieva, A. Ivanov, M. Stoimenova, 2020 .

Regression trees modeling and forecasting of PM10 air pollution in urban areas

S. Gocheva-Ilieva, I. Iliev, A. Ivanov, 2017 .

Random forests models of particulate matter PM10: A case study

S. Gocheva-Ilieva, I. Iliev, A. Ivanov, 2018 .

Using principal component analysis and general path seeker regression for investigation of air pollution and CO modeling

S. Gocheva-Ilieva, I. Iliev, A. Ivanov, 2015 .

Short-time particulate matter PM10 forecasts using predictive modeling techniques

S. Gocheva-Ilieva, A. Ivanov, 2013 .

Prediction of Daily Mean PM10 Concentrations Using Random Forest, CART Ensemble and Bagging Stacked by MARS

S. Gocheva-Ilieva, A. Ivanov, M. Stoimenova-Minova, 2022 .

Exploring key air pollutants and forecasting particulate matter PM10 by a two-step SARIMA approach

S. Gocheva-Ilieva, I. Iliev, A. Ivanov, 2019 .

High Performance Machine Learning Models of Large Scale Air Pollution Data in Urban Area

I. Livieris, S. Gocheva-Ilieva, A. Ivanov, 2020 .

Modeling of Air Pollutants and Ozone Concentration by Using Multivariate Analysis: Case Study of Dimitrovgrad, Bulgaria

S. Gocheva-Ilieva, I. Iliev, A. Ivanov, 2016 .

Estimating of Factors Influencing the Brewing Market by Using Decision Trees: A Case of Bulgaria

S. Gocheva-Ilieva, A. Ivanov, H. Kulina, 2020, ICoMS.

Monitoring of Air Pollution in the Area Affected by the Storage of Primary Oil Refining Waste

A. Strizhenok, A. Ivanov, 2021 .

High Performance Machine Learning Models of Large Scale Air Pollution Data in Urban Area

I. Livieris, S. Gocheva-Ilieva, A. Ivanov, 2020, Cybernetics and Information Technologies.

Modeling of PM10 Air Pollution in Urban Environment Using MARS

Snezhana Georgieva Gocheva-Ilieva, Desislava Stoyanova Voynikova, Atanas Valev Ivanov, 2019, LSSC.

Assessment of Students’ Achievements and Competencies in Mathematics Using CART and CART Ensembles and Bagging with Combined Model Improvement by MARS

S. Gocheva-Ilieva, A. Ivanov, H. Kulina, 2020, Mathematics.

Decision Trees for Evaluation of Mathematical Competencies in the Higher Education: A Case Study

Atanas Ivanov, A. Ivanov, 2020, Mathematics.

Regression trees modeling of time series for air pollution analysis and forecasting

Iliycho Petkov Iliev, Desislava Stoyanova Voynikova, Atanas Valev Ivanov, 2019, Neural Computing and Applications.

Time series analysis and forecasting for air pollution in small urban area: an SARIMA and factor analysis approach

Snezhana Georgieva Gocheva-Ilieva, Desislava Stoyanova Voynikova, D. Boyadzhiev, 2014, Stochastic Environmental Research and Risk Assessment.

Multi-Step Ahead Ex-Ante Forecasting of Air Pollutants Using Machine Learning

S. Gocheva-Ilieva, A. Ivanov, M. Stoimenova-Minova, 2023, Mathematics.

Studying the effect of meteorological factors on the SO2 and PM10 pollution levels with refined versions of the SARIMA model

S. Gocheva-Ilieva, I. Iliev, A. Ivanov, 2015 .

Special Issue “Statistical Data Modeling and Machine Learning with Applications II”

S. Gocheva-Ilieva, A. Ivanov, H. Kulina, 2023, Mathematics.

PM10 Prediction Using CART Method Depending on the Number of Observations

Maya Stoimenova-Minova, Snezhana Gocheva-Ilieva, Atanas Ivanov, 2020, Proceedings of the 2020 3rd International Conference on Mathematics and Statistics.

Data Mining for Statistical Evaluation of Summative and Competency-Based Assessments in Mathematics

Snezhana Georgieva Gocheva-Ilieva, Hristina N. Kulina, Desislava Stoyanova Voynikova, 2019, CISIS-ICEUTE.