Issue 5/2020
Special Issue on Heuristic Acquisition for Data Science
Content (15 Articles)
A Hybrid Bi-level Metaheuristic for Credit Scoring
Doruk Şen, Cem Çağrı Dönmez, Umman Mahir Yıldırım
Event Study and Principal Component Analysis Based on Sentiment Analysis – A Combined Methodology to Study the Stock Market with an Empirical Study
Qianwen Xu, Victor Chang, Ching-Hsien Hsu
Single and Clustered Cervical Cell Classification with Ensemble and Deep Learning Methods
Mohammed Kuko, Mohammad Pourhomayoun
Evolutionary Programming Based Deep Learning Feature Selection and Network Construction for Visual Data Classification
Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu
Bankruptcy Prediction Using Deep Learning Approach Based on Borderline SMOTE
Salima Smiti, Makram Soui
Online Variational Learning of Dirichlet Process Mixtures of Scaled Dirichlet Distributions
Narges Manouchehri, Hieu Nguyen, Pantea Koochemeshkian, Nizar Bouguila, Wentao Fan
An Overview of Utilizing Knowledge Bases in Neural Networks for Question Answering
Sabin Kafle, Nisansa de Silva, Dejing Dou
The Effects of Data Sampling with Deep Learning and Highly Imbalanced Big Data
Justin M. Johnson, Taghi M. Khoshgoftaar
A Hybrid Genetic Algorithm for Software Architecture Re-Modularization
Lifeng Mu, Vijayan Sugumaran, Fangyuan Wang
Open Access
How Do Small and Medium-Sized Game Companies Use Analytics? An Attention-Based View of Game Analytics
Matti Mäntymäki, Sami Hyrynsalmi, Antti Koskenvoima
Eliciting Process Knowledge Through Process Stories
Pedro Antunes, Jose A. Pino, Mary Tate, Alistair Barros
Open Access
The Effect of Electronic Word of Mouth Communications on Intention to Buy: A Meta-Analysis
Elvira Ismagilova, Emma L. Slade, Nripendra P. Rana, Yogesh K. Dwivedi
Understanding Crowdsourcing Contest Fitness Strategic Decision Factors and Performance: An Expectation-Confirmation Theory Perspective
Emmanuel W. Ayaburi, Jaeung Lee, Michele Maasberg
A Cross Industry Study of Institutional Pressures on Organizational Effort to Raise Information Security Awareness
Hwee-Joo Kam, Thomas Mattson, Sanjay Goel