| 2015 | Complex Sensor Mashups for Linking Sensors and Formula-Based Knowledge Bases. | Won Woo Ro, Giyong Park, Sejin Chun, Kyong-Ho Lee |
| 2015 | A Multi-dimensional Comparison of Toolkits for Machine Learning with Big Data. | Aaron N. Richter, Taghi M. Khoshgoftaar, Sara Landset, Tawfiq Hasanin |
| 2015 | Using Random Undersampling to Alleviate Class Imbalance on Tweet Sentiment Data. | Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano |
| 2015 | Using Ensemble Learners to Improve Classifier Performance on Tweet Sentiment Data. | Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman |
| 2015 | Cyber Physical System Integration and Configuration Guided by Satisfiability Modulo Theories. | Kishore Pochiraju, Sanjai Narain |
| 2015 | Web-Based Smart Grid Network Analytics Framework. | Stan Pietrowicz, Ben Falchuk, Aleksandar Kolarov, Aditya Naidu |
| 2015 | Towards the Cultural Knowledge Ontology. | Othusitse S. D. Phefo, Naledi Kefitiley, Hlomani Hlomani |
| 2015 | Smart Maps through Semantic Web, Social Media, and Sentiment Analysis. | Jose Andres Bolanos Perera, Du Zhang, Meiliu Lu |
| 2015 | How Can We Explore Patterns of Customer Segments' Structural Changes? A Sequential Rule Mining Approach. | Elham Akhond Zadeh Noughabi, Amir Albadvi, Behrouz Homayoun Far |
| 2015 | Fast Text Classification Using Randomized Explicit Semantic Analysis. | Aibek Musaev, De Wang, Saajan Shridhar, Calton Pu |
| 2015 | Enabling Linguistic Analysis of Scientific Metadata through Internationalizing NASA JPL's PODAAC. | Lewis J. McGibbney, Kim D. Whitehall, Chris A. Mattmann, Phillip M. Carter |
| 2015 | Multi-layer Sparse Coding Based Ship Detection for Remote Sensing Images. | Zimeng Li, Daiqin Yang, Zhenzhong Chen |
| 2015 | Finding the Key Users in Facebook Fan Pages via a Clustering Approach. | Kuan-Cheng Lin, Shih-Hung Wu, Liang-Pu Chen, Ping-Che Yang |
| 2015 | Perceptually Lossless Image Coding Based on Foveated JND. | Yiming Li, Hongyi Liu, Zhenzhong Chen |
| 2015 | A Multi-topic Meta-classification Scheme for Analyzing Lobbying Disclosure Data. | Xinpeng L. Liao, Chengcui Zhang, Ariel D. Smith, Grant T. Savage |
| 2015 | DBLPminer: A Tool for Exploring Bibliographic Data. | Tony Le, Du Zhang |
| 2015 | Unconstrained Linear Spectral Mixture Models for Spatial Information Extraction: A Comparative Study. | Uttam Kumar, Cristina Milesi, S. Kumar Raja, Sangram Ganguly, Ramakrishna R. Nemani |
| 2015 | Simplex Projection for Land Cover Information Mining from Landsat-5 TM Data. | Uttam Kumar, Cristina Milesi, Sangram Ganguly, S. Kumar Raja, Ramakrishna R. Nemani |
| 2015 | Alterations to the Bootstrapping Process within Random Forest: A Case Study on Imbalanced Bioinformatics Data. | Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano |
| 2015 | Datom: Towards Modular Data Management. | Verena Kantere |
| 2015 | Uncertainty Nonlinear Systems Modeling with Fuzzy Equations. | Raheleh Jafari, Wen Yu |
| 2015 | On the Need of Integrating Social Media Channels and Open Source Software Repositories. | Aftab Iqbal, Stefan Decker |
| 2015 | Integrating Open Source Software Repositories on the Web through Linked Data. | Aftab Iqbal, Stefan Decker |
| 2015 | Topic Discovery and Future Trend Prediction Using Association Analysis and Ensemble Forecasting. | Jose Hurtado, Shihong Huang, Xingquan Zhu |
| 2015 | Implementing and Managing Policy Rules in Attribute Based Access Control. | Vincent C. Hu, David F. Ferraiolo, D. Richard Kuhn, Raghu N. Kacker, Yu Lei |