[HTML][HTML] Predicting vehicle behavior using multi-task ensemble learning

R Khoshkangini, P Mashhadi, D Tegnered… - Expert systems with …, 2023 - Elsevier
… accuracy, scale, explainability, and long-term utilization and behavior. We believe that such
… develop an ensemble learning method to build models for vehicle behavior prediction. The …

Ensemble machine learning-based algorithm for electric vehicle user behavior prediction

YW Chung, B Khaki, T Li, C Chu, R Gadh - Applied Energy, 2019 - Elsevier
predictions. The three methods are assembled as the proposed Ensemble Predicting Algorithm
(EPA) to improve predicting … and 22 % of the energy consumption prediction errors. The …

[HTML][HTML] SE-stacking: Improving user purchase behavior prediction by information fusion and ensemble learning

J Xu, J Wang, Y Tian, J Yan, X Li, X Gao - Plos one, 2020 - journals.plos.org
… and ensemble learning for user purchase behavior prediction. After successfully using the
… and ensemble learning, this paper proposes a prediction model for user purchase behavior. …

[HTML][HTML] Two-layer ensemble prediction of students' performance using learning behavior and domain knowledge

SA Priyambada, T Usagawa… - Computers and Education …, 2023 - Elsevier
… , ensemble progressive prediction, incorporates the previous and current results of the first
layer ensemble prediction. … to leverage students' learning behavior and domain knowledge, …

Student behavior analysis to predict learning styles based felder silverman model using ensemble tree method

Y Ikawati, MUH Al Rasyid… - … International Journal of …, 2021 - emitter2.pens.ac.id
… accuracy of machine learning algorithms [… Ensemble Tree approach to predict learning style,
where other researchers have not used the Ensemble Tree method for prediction of learning

Online purchase behavior prediction and analysis using ensemble learning

X Dou - 2020 IEEE 5th International conference on cloud …, 2020 - ieeexplore.ieee.org
prediction results of the linear model and the non-linear model to build an ensemble system
to predict user behavior [5]. … learning models are applied to the prediction of online shopping …

[HTML][HTML] An ensemble prediction model for potential student recommendation using machine learning

L Yan, Y Liu - Symmetry, 2020 - mdpi.com
… of online learning behavior data. Some … behavioral data collected in the classroom, which
were used to analyze the correlations between test scores and different courses, and predicted

Predicting user retweeting behavior in social networks with a novel ensemble learning approach

L Chen, H Deng - IEEE Access, 2020 - ieeexplore.ieee.org
… Moreover, we assume that user retweeting behavior is mainly influenced by those … the
prediction problem as an ensemble learning problem and propose a novel ensemble learning

[PDF][PDF] Utilization of ensemble techniques for prediction of the academic performance of students

SSM Ajibade, J Dayupay, DL Ngo-Hoang… - Journal of …, 2022 - researchgate.net
… The authors of [11] detailed the entire process of mining e-learning … ' behavior and interaction
with process mining methods. The quiz-taking behavior of students in an online learning

A novel consumer purchase behavior recognition method using ensemble learning algorithm

P Wang, Z Xu - Mathematical Problems in Engineering, 2020 - Wiley Online Library
… Second, the AdaBoost-FSVM ensemble prediction model is constructed by using multiple …
show that the ensemble learning method used in this paper has better prediction effects than …