R Ade - International Journal of Business Intelligence and …, 2019 - inderscienceonline.com
… an analysis of ARTMAP-based models in ensemble systems. As a result of this analysis, two … ensemble systems and to detect any relation between diversity and accuracy in ensemble …
M Nie, Z Xiong, R Zhong, W Deng, G Yang - Applied Sciences, 2020 - mdpi.com
… method compared to the existing state-of-the-art techniques … tree ensemble model to predict student’s careerchoice y ^ ; … types of features into the classification algorithm so that we can …
… an incrementalensemble consisting of three classifiers (naive … voting scheme to predict the career of students. Kotsiantis et … PR An incrementalensemble of classifiers as a technique for …
K Ranjini, A Suruliandi, SP Raja - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… , this work combines incremental ML classifiers using the ensemblemethod. The … incremental ensemble of classifiers as a technique to predictstudentcareerchoices through ensemble …
M Nie, L Yang, J Sun, H Su, H Xia, D Lian… - Frontiers of Computer …, 2018 - Springer
… techniques as well as matching existing theories on career … -class classification algorithms for careerchoiceprediction. … This encourages us to leverage a two-level ensemble framework …
K Mahboob, R Asif, NG Haider - Mehran University Research …, 2023 - search.informit.org
… classification and forecasttechniques are used in this study to facilitate prospective students to make sensible career … Incrementalensembletechniques to predictstudents' career …
… examine the efficiency of supervised classificationmethods. In this work, we propose a new ensemble-based semi-supervised method for the prognosis of students’ performance in the …
AK Gupta, C Khosla - … of the International Conference on Innovative …, 2021 - papers.ssrn.com
… Incremental learning techniques manage the past expertise to take … Techniques used decision tree, instance-based classifier and naïve … , Ensemble-based Progressive Prediction. …
NA Butt, Z Mahmood, K Shakeel, S Alfarhood… - IEEE …, 2023 - ieeexplore.ieee.org
… ensembleclassificationmethods based on bagging, boosting, stacking, and voting for successful predictions… voting-based classifierensemble that integrates incremental versions of the …