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Martha Arbayani Zaidan
Martha Arbayani Zaidan
Academy Research Fellow | Data Scientist, University of Helsinki
Verified email at helsinki.fi - Homepage
Title
Cited by
Cited by
Year
Bayesian hierarchical models for aerospace gas turbine engine prognostics
MA Zaidan, RF Harrison, AR Mills, PJ Fleming
Expert Systems with Applications 42 (1), 539-553, 2015
952015
Gas turbine engine prognostics using Bayesian hierarchical models: A variational approach
MA Zaidan, AR Mills, RF Harrison, PJ Fleming
Mechanical Systems and Signal Processing 70, 120-140, 2016
882016
Intelligent calibration and virtual sensing for integrated low-cost air quality sensors
MA Zaidan, NH Motlagh, PL Fung, D Lu, H Timonen, J Kuula, JV Niemi, ...
IEEE Sensors Journal 20 (22), 13638-13652, 2020
872020
Deep learning in energy modeling: Application in smart buildings with distributed energy generation
SA Nabavi, NH Motlagh, MA Zaidan, A Aslani, B Zakeri
IEEE Access 9, 125439-125461, 2021
692021
Air pollution exposure monitoring using portable low-cost air quality sensors
P Kortoçi, NH Motlagh, MA Zaidan, PL Fung, S Varjonen, ...
Smart health 23, 100241, 2022
532022
Megasense: Feasibility of low-cost sensors for pollution hot-spot detection
E Lagerspetz, NH Motlagh, MA Zaidan, PL Fung, J Mineraud, S Varjonen, ...
2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019
522019
Prognostics of gas turbine engine: An integrated approach
MA Zaidan, R Relan, AR Mills, RF Harrison
Expert Systems with Applications 42 (22), 8472-8483, 2015
522015
Time-lag selection for time-series forecasting using neural network and heuristic algorithm
O Surakhi, MA Zaidan, PL Fung, N Hossein Motlagh, S Serhan, ...
Electronics 10 (20), 2518, 2021
452021
Bayesian framework for aerospace gas turbine engine prognostics
MA Zaidan, AR Mills, RF Harrison
2013 IEEE Aerospace Conference, 1-8, 2013
412013
Evaluation of white-box versus black-box machine learning models in estimating ambient black carbon concentration
PL Fung, MA Zaidan, H Timonen, JV Niemi, A Kousa, J Kuula, K Luoma, ...
Journal of aerosol science 152, 105694, 2021
352021
Machine learning modeling for energy consumption of residential and commercial sectors
SA Nabavi, A Aslani, MA Zaidan, M Zandi, S Mohammadi, ...
Energies 13 (19), 5171, 2020
332020
ennemi: Non-linear correlation detection with mutual information
P Laarne, MA Zaidan, T Nieminen
SoftwareX 14, 100686, 2021
282021
Bayesian proxy modelling for estimating black carbon concentrations using white-box and black-box models
MA Zaidan, D Wraith, BE Boor, T Hussein
Applied sciences 9 (22), 4976, 2019
272019
Intelligent air pollution sensors calibration for extreme events and drifts monitoring
MA Zaidan, NH Motlagh, PL Fung, AS Khalaf, Y Matsumi, A Ding, ...
IEEE Transactions on Industrial Informatics 19 (2), 1366-1379, 2023
232023
Mutual information input selector and probabilistic machine learning utilisation for air pollution proxies
MA Zaidan, L Dada, MA Alghamdi, H Al-Jeelani, H Lihavainen, ...
Applied sciences 9 (20), 4475, 2019
232019
Exploring non-linear associations between atmospheric new-particle formation and ambient variables: a mutual information approach
MA Zaidan, V Haapasilta, R Relan, P Paasonen, VM Kerminen, ...
Atmospheric Chemistry and Physics 18 (17), 12699-12714, 2018
232018
Myoglobin-based classification of minced meat using hyperspectral imaging
H Ayaz, M Ahmad, A Sohaib, MN Yasir, MA Zaidan, M Ali, MH Khan, ...
Applied sciences 10 (19), 6862, 2020
222020
Transit pollution exposure monitoring using low-cost wearable sensors
NH Motlagh, MA Zaidan, PL Fung, E Lagerspetz, K Aula, S Varjonen, ...
Transportation Research Part D: Transport and Environment 98, 102981, 2021
212021
Predicting atmospheric particle formation days by Bayesian classification of the time series features
MA Zaidan, V Haapasilta, R Relan, H Junninen, PP Aalto, M Kulmala, ...
Tellus B: Chemical and Physical Meteorology 70 (1), 1-10, 2018
202018
Input-adaptive proxy for black carbon as a virtual sensor
PL Fung, MA Zaidan, S Sillanpää, A Kousa, JV Niemi, H Timonen, J Kuula, ...
Sensors 20 (1), 182, 2019
192019
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