[HTML][HTML] A systematic literature review: Recent techniques of predicting STEM stream students

N Ismail, UK Yusof - Computers and Education: Artificial Intelligence, 2023 - Elsevier
Nowadays, fewer students are choosing to enroll in STEM (science, technology,
engineering, and mathematics) fields. STEM students in schools and in higher educational …

Stacked KNN with hard voting predictive approach to assist hiring process in IT organizations

S Mishra, PK Mallick, HK Tripathy… - … Journal of Electrical …, 2021 - journals.sagepub.com
Effective candidates screening is critical for any IT firm as it impacts the future growth and
productivity of that firm. Currently majority of these firms follow a manual approach of hiring …

Incremental learning from unbalanced data with concept class, concept drift and missing features: a review

P Kulkarni, R Ade - International Journal of Data Mining & …, 2014 - search.proquest.com
Recently, stream data mining applications has drawn vital attention from several research
communities. Stream data is continuous form of data which is distinguished by its online …

An ensemble prediction model for potential student recommendation using machine learning

L Yan, Y Liu - Symmetry, 2020 - mdpi.com
Student performance prediction has become a hot research topic. Most of the existing
prediction models are built by a machine learning method. They are interested in prediction …

An ensemble of heterogeneous incremental classifiers for assisted reproductive technology outcome prediction

K Ranjini, A Suruliandi, SP Raja - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Machine learning (ML) is a futuristic concept, utilized as a tool for modeling real-world
applications. Today, healthcare worldwide has drawn the attention of ML, with its ability to …

Efficient knowledge transformation system using pair of classifiers for prediction of students career choice

R Ade, PR Deshmukh - Procedia Computer Science, 2015 - Elsevier
The ability to predict the career of students can be beneficial in a huge number of different
techniques which are connected with the education structure. Student's marks in …

A decision support system of selecting groups (science/business studies/humanities) for secondary school students in Bangladesh

R Hasan, MKA Ovy, IZ Nishi… - 2020 11th …, 2020 - ieeexplore.ieee.org
As education is the only way to turn a person into human resource, every country tries to
give her citizens proper scope of bringing out their inner ability by offering the appropriate …

[PDF][PDF] Computer-Assisted Career Guidance Tools for Students' Career Path Planning: A Review on Enabling Technologies and Applications.

G Herath, BTGS Kumara… - J. Inf. Technol …, 2024 - jite.informingscience.org
ABSTRACT Aim/Purpose This study aims to investigate the enabling technologies and
applications of computer-assisted career guidance (CACG) tools in the career planning …

[PDF][PDF] A review on imbalanced learning methods

VS Babar, R Ade - Int. J. Comput. Appl, 2015 - Citeseer
Nowadays learning from imbalanced data sets are a relatively a very critical task for many
data mining applications such as fraud detection, anomaly detection, medical diagnosis …

An intelligent edge-centric queries allocation scheme based on ensemble models

K Kolomvatsos, C Anagnostopoulos - ACM Transactions on Internet …, 2020 - dl.acm.org
The combination of Internet of Things (IoT) and Edge Computing (EC) can assist in the
delivery of novel applications that will facilitate end-users' activities. Data collected by …