| 2015 | Ranking Online Customer Reviews with the SVR Model. | Hsien-You Hsieh, Shih-Hung Wu |
| 2015 | Neural Network-Based Vector Representation of Documents for Reader-Emotion Categorization. | Yu-Lun Hsieh, Shih-Hung Liu, Yung-Chun Chang, Wen-Lian Hsu |
| 2015 | Building an Effective Classification Model for Breast Cancer Patient Response Data. | Brian Heredia, Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman |
| 2015 | Modeling Reusable and Interoperable Faceted Browsing Systems with Category Theory. | Daniel R. Harris |
| 2015 | An Ant Colony Optimization Heuristic to Optimize Prediction of Stability of Object-Oriented Components. | Haidar M. Harmanani, Danielle Azar, Grace Zgheib, David Kozhaya |
| 2015 | Link Analysis of Wikipedia Documents Using MapReduce. | Vasa Hardik, Vasudevan Anirudh, Balaji Palanisamy |
| 2015 | Formal Methods for Modelling and Analysis of Single-Event Upsets. | Ren Rydhof Hansen, Kim Guldstrand Larsen, Mads Chr. Olesen, Erik Ramsgaard Wognsen |
| 2015 | Specifying Avionic Embedded Systems by Denotations of the Time-Triggered Constraint-Based Calculus. | Sardaouna Hamadou, John Mullins, Christophe Chareton, Abdelouahed Gherbi |
| 2015 | Negative-Based Sampling for Multimedia Retrieval. | Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu |
| 2015 | On Extracting Arguments in Favor of One Given Conclusion. | ric Grgoire |
| 2015 | Cooperative Multi-sensor Multi-vehicle Localization in Vehicular Adhoc Networks. | Sepideh Afkhami Goli, Behrouz H. Far, Abraham O. Fapojuwo |
| 2015 | Improving Pharmacological Research of HIV-1 Integrase Inhibition Using Differential Evolution - Binary Particle Swarm Optimization and Nonlinear Adaptive Boosting Random Forest Regression. | Richard Adrian Galvan, Ahmad Reza Hadaegh, Matinehalsadat Kashani Moghaddam |
| 2015 | Observing the Effect of the Choice of Classifier on Bioinformatics Data with Varying Levels of Data Quality and Class Balance. | Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Ahmad Abu Shanab |
| 2015 | Choosing an Appropriate Ensemble Classifier for Balanced Bioinformatics Data. | Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano |
| 2015 | Accessibility Stable Analysis Pattern (Stable Pattern for Model Based Software Reuse). | M. E. Fayad, Siddharth Jindal |
| 2015 | On Finding Explicit Rules for Personalized Forecasting of Obstructive Sleep Apnea Episodes. | Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino |
| 2015 | The Effect of Data Sampling When Using Random Forest on Imbalanced Bioinformatics Data. | David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2015 | Sentiment Analysis of Social Network Content. | Shambhavi Dinakar, Pankaj Andhale, Manjeet Rege |
| 2015 | A Lattice-Based Representation of Temporal Failures. | Andr Luis Ribeiro Didier, Alexandre Mota |
| 2015 | Machine Learning for Imbalanced Datasets of Recognizing Inference in Text with Linguistic Phenomena. | Min-Yuh Day, Cheng-Chia Tsai |
| 2015 | A Low-Cost Haptic System for Wrist Rehabilitation. | Daniela D'Auria, Fabio Persia, Bruno Siciliano |
| 2015 | Gender Prediction in Random Chat Networks Using Topological Network Structures and Masked Content. | Michael Crawford, Xingquan Zhu |
| 2015 | Computational Cost of Querying for Related Entities in Different Ontologies. | Chung Ming Cheung, Yinuo Zhang, Anand V. Panangadan, Viktor K. Prasanna |
| 2015 | Gaussian Mixture Model-Based Subspace Modeling for Semantic Concept Retrieval. | Chao Chen, Mei-Ling Shyu, Shu-Ching Chen |
| 2015 | Trajectory Segmentation Using Oblique Envelopes. | Sudheer Chelluboina, Michael Hahsler |