An Enhanced Evolutionary Student Performance Prediction Model Using Whale Optimization Algorithm Boosted with Sine-Cosine Mechanism

Enhanced Harris Hawks optimization as a feature selection for the prediction of student performance

(2021) Hamza Turabieh et al.   COMPUTING

Design and Optimization of a Fuzzy Logic System for Academic Performance Prediction

(2021) Juan A. Rojas et al.   Symmetry-Basel

Improved Whale Optimization Algorithm for Solving Constrained Optimization Problems

(2021) Gui-Ying Ning et al.   DISCRETE DYNAMICS IN NATURE AND SOCIETY

BHHO-TVS: A Binary Harris Hawks Optimizer with Time-Varying Scheme for Solving Data Classification Problems

(2021) Hamouda Chantar et al.   Applied Sciences-Basel

Student agency analytics: learning analytics as a tool for analysing student agency in higher education

(2020) Päivikki Jääskelä et al.   BEHAVIOUR & INFORMATION TECHNOLOGY

Improved randomized learning algorithms for imbalanced and noisy educational data classification

(2019) Ming Li et al.   COMPUTING

Predicting Academic Performance of Students Using a Hybrid Data Mining Approach

(2019) Bindhia K. Francis et al.   JOURNAL OF MEDICAL SYSTEMS

Feature Extraction for Next-Term Prediction of Poor Student Performance

(2019) Agoritsa Polyzou et al.   IEEE Transactions on Learning Technologies

Fuzzy Evaluation Model for Enhancing E-Learning Systems

(2019) Lee et al.   Mathematics

An overview and comparison of supervised data mining techniques for student exam performance prediction

(2019) Nikola Tomasevic et al.   COMPUTERS & EDUCATION

Comparative Study of Imputation Algorithms Applied to the Prediction of Student Performance

(2019) Concepción Crespo-Turrado et al.   LOGIC JOURNAL OF THE IGPL

Chaotic Local Search-Based Differential Evolution Algorithms for Optimization

(2019) Shangce Gao et al.   IEEE Transactions on Systems Man Cybernetics-Systems

An improved Lévy based whale optimization algorithm for bandwidth-efficient virtual machine placement in cloud computing environment

(2018) Mohamed Abdel-Basset et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Study on student performance estimation, student progress analysis, and student potential prediction based on data mining

(2018) Fan Yang et al.   COMPUTERS & EDUCATION

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems

(2018) Hossam Faris et al.   KNOWLEDGE-BASED SYSTEMS

A Mixed-Strategy-Based Whale Optimization Algorithm for Parameter Identification of Hydraulic Turbine Governing Systems with a Delayed Water Hammer Effect

(2018) Tan Ding et al.   Energies

Binary Grasshopper Optimisation Algorithm Approaches for Feature Selection Problems

(2018) Majdi Mafarja et al.   EXPERT SYSTEMS WITH APPLICATIONS

Improved whale optimization algorithm for feature selection in Arabic sentiment analysis

(2018) Mohammad Tubishat et al.   APPLIED INTELLIGENCE

A hybrid knowledge-based recommender system for e-learning based on ontology and sequential pattern mining

(2017) John K. Tarus et al.   Future Generation Computer Systems-The International Journal of eScience

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

(2017) Majdi M. Mafarja et al.   NEUROCOMPUTING

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

A hybrid approach of differential evolution and artificial bee colony for feature selection

(2016) Ezgi Zorarpacı et al.   EXPERT SYSTEMS WITH APPLICATIONS

SCA: A Sine Cosine Algorithm for solving optimization problems

(2016) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Binary ant lion approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Impact of Chaos Functions on Modern Swarm Optimizers

(2016) E. Emary et al.   PLoS One

Towards building a universal defect prediction model with rank transformed predictors

(2015) Feng Zhang et al.   EMPIRICAL SOFTWARE ENGINEERING

Data mining models for student careers

(2015) Renza Campagni et al.   EXPERT SYSTEMS WITH APPLICATIONS

Accelerating wrapper-based feature selection with K-nearest-neighbor

(2015) Aiguo Wang et al.   KNOWLEDGE-BASED SYSTEMS

Chaotic Krill Herd algorithm

(2014) Gai-Ge Wang et al.   INFORMATION SCIENCES

Binary bat algorithm

(2013) Seyedali Mirjalili et al.   NEURAL COMPUTING & APPLICATIONS

Chaotic bat algorithm

(2013) Amir H. Gandomi et al.   Journal of Computational Science

S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization

(2012) Seyedali Mirjalili et al.   Swarm and Evolutionary Computation

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

(2011) Joaquín Derrac et al.   Swarm and Evolutionary Computation

Chaotic bee colony algorithms for global numerical optimization

(2010) Bilal Alatas   EXPERT SYSTEMS WITH APPLICATIONS

Chaotic maps based on binary particle swarm optimization for feature selection

(2009) Li-Yeh Chuang et al.   APPLIED SOFT COMPUTING

Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems

(2009) Cristóbal Romero et al.   COMPUTERS & EDUCATION

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

BGSA: binary gravitational search algorithm

(2009) Esmat Rashedi et al.   Natural Computing

Theory of relative defect proneness

(2008) A. Güneş Koru et al.   EMPIRICAL SOFTWARE ENGINEERING