Predicting academic success in higher education: literature review and best practices

E Alyahyan, D Düştegör - … Journal of Educational Technology in Higher …, 2020 - Springer
Student success plays a vital role in educational institutions, as it is often used as a metric for
the institution's performance. Early detection of students at risk, along with preventive …

The science of science: From the perspective of complex systems

A Zeng, Z Shen, J Zhou, J Wu, Y Fan, Y Wang… - Physics reports, 2017 - Elsevier
The science of science (SOS) is a rapidly developing field which aims to understand,
quantify and predict scientific research and the resulting outcomes. The problem is …

Evaluation of clustering algorithms for financial risk analysis using MCDM methods

G Kou, Y Peng, G Wang - Information sciences, 2014 - Elsevier
The evaluation of clustering algorithms is intrinsically difficult because of the lack of objective
measures. Since the evaluation of clustering algorithms normally involves multiple criteria, it …

Educational data mining: A survey and a data mining-based analysis of recent works

A Peña-Ayala - Expert systems with applications, 2014 - Elsevier
This review pursues a twofold goal, the first is to preserve and enhance the chronicles of
recent educational data mining (EDM) advances development; the second is to organize …

Energy internet: the business perspective

K Zhou, S Yang, Z Shao - Applied energy, 2016 - Elsevier
Energy Internet is a new development form of energy system. It realizes the integration of
energy flow, information flow and business flow. More and more business model and service …

Evaluation of classification algorithms using MCDM and rank correlation

G Kou, Y Lu, Y Peng, Y Shi - International Journal of Information …, 2012 - World Scientific
Classification algorithm selection is an important issue in many disciplines. Since it normally
involves more than one criterion, the task of algorithm selection can be modeled as multiple …

The analytic hierarchy process: task scheduling and resource allocation in cloud computing environment

D Ergu, G Kou, Y Peng, Y Shi, Y Shi - The Journal of Supercomputing, 2013 - Springer
Resource allocation is a complicated task in cloud computing environment because there
are many alternative computers with varying capacities. The goal of this paper is to propose …

A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP

D Ergu, G Kou, Y Peng, Y Shi - European Journal of Operational Research, 2011 - Elsevier
Tests of consistency for the pair-wise comparison matrices have been studied extensively
since AHP was introduced by Saaty in 1970s. However, existing methods are either too …

Business analytics for supply chain: A dynamic-capabilities framework

B Chae, DL Olson - … Journal of Information Technology & Decision …, 2013 - World Scientific
Supply chain management has become more important as an academic topic due to trends
in globalization leading to massive reallocation of production related advantages. Because …

Analytic network process in risk assessment and decision analysis

D Ergu, G Kou, Y Shi, Y Shi - Computers & Operations Research, 2014 - Elsevier
In risk assessment and decision analysis, the analytical network process (ANP) is widely
used to assess the key factors of risks and analyze the impacts and preferences of decision …