| 2018 | Application of a Graphical Model to Investigate the Utility of Cross-Channel Information for Mitigating Reverberation in Cochlear Implants. | Lidea Shahidi, Leslie M. Collins, Boyla Mainsah |
| 2018 | Realtime Email Delivery Failure Prediction Using the One-vs-All Classifier. | Giruba Beulah Se, Abhijeet Singhai, Rashmi Ranjan Parida |
| 2018 | A Crowdsourcing Semi-Supervised LSTM Training Approach to Identify Novel Items in Emerging Artificial Intelligent Environments. | Edoardo Serra, Haritha Akella, Alfredo Cuzzocrea |
| 2018 | Frequent Chronicle Mining: Application on Predictive Maintenance. | Chayma Sellami, Ahmed Samet, Mohamed Anis Bach Tobji |
| 2018 | A Comparison of Supervised Approaches for Process Pattern Recognition in Analog Semiconductor Wafer Test Data. | Stefan Schrunner, Olivia Bluder, Anja Zernig, Andre Kstner, Roman Kern |
| 2018 | Towards Robust Human Activity Recognition from RGB Video Stream with Limited Labeled Data. | Krishanu Sarker, Mohamed Masoud, Saeid Belkasim, Shihao Ji |
| 2018 | Modelling Human Understanding of Thematic Roles with Motion Heuristics. | Soumitra Samanta, Franklin Chang |
| 2018 | Multivariate Time Series for Data-Driven Endpoint Prediction in the Basic Oxygen Furnace. | Davi Alberto Sala, Azarakhsh Jalalvand, Andy Van Yperen-De Deyne, Erik Mannens |
| 2018 | Automated Vulnerability Detection in Source Code Using Deep Representation Learning. | Rebecca L. Russell, Louis Y. Kim, Lei H. Hamilton, Tomo Lazovich, Jacob Harer, Onur Ozdemir, Paul M. Ellingwood, Marc W. McConley |
| 2018 | Fast Proposals for Image and Video Annotation Using Modified Echo State Networks. | Sohini Roychowdhury, L. Srikar Muppirisetty |
| 2018 | Deep Bayesian Active Semi-Supervised Learning. | Matthias Rottmann, Karsten Kahl, Hanno Gottschalk |
| 2018 | Direct-to-Patient Survey for Diagnosis of Benign Paroxysmal Positional Vertigo. | Heidi Richburg, Richard J. Povinelli, David Friedland |
| 2018 | Underwater Place Recognition in Unknown Environments with Triplet Based Acoustic Image Retrieval. | Pedro O. C. S. Ribeiro, Matheus Machado dos Santos, Paulo Lilles Jorge Drews Junior, Silvia S. C. Botelho, Lucas M. Longaray, Giovanni G. Giacomo, Marcelo R. Pias |
| 2018 | Modifying LSTM Posteriors with Manner of Articulation Knowledge to Improve Speech Recognition Performance. | Pradeep Rengaswamy, K. Sreenivasa Rao |
| 2018 | A New Strategy for Rotating Machinery Fault Diagnosis Under Varying Speed Conditions Based on Deep Neural Networks and Order Tracking. | Meng Rao, Ming Jian Zuo |
| 2018 | Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks. | Aman Rana, Gregory Yauney, Alarice Lowe, Pratik Shah |
| 2018 | Network Traffic Prediction Using Recurrent Neural Networks. | Nipun Ramakrishnan, Tarun Soni |
| 2018 | Object Counting on Low Quality Images: A Case Study of Near Real-Time Traffic Monitoring. | Jean-Franois Rajotte, Martin Sotir, Cedric Noiseux, Louis-Philippe Noel, Thomas Bertiere |
| 2018 | Movement Pattern Based Authentication for Smart Mobile Devices. | Khandaker Abir Rahman, Dustyn James Tubbs, Md. Shafaeat Hossain |
| 2018 | Neural Fingerprint Enhancement. | Edward Raff |
| 2018 | Improving L-BFGS Initialization for Trust-Region Methods in Deep Learning. | Jacob Rafati, Roummel F. Marcia |
| 2018 | An RNN-LSTM Based Flavor Recommender Framework in Hybrid Cloud. | E. G. Radhika, G. Sudha Sadhasivam |
| 2018 | User-Centered Development of a Pedestrian Assistance System Using End-to-End Learning. | Hasham Shahid Qureshi, Tobias Glasmachers, Rebecca Wiczorek |
| 2018 | A Multi-objective Rule Optimizer with an Application to Risk Management. | Pietari Pulkkinen, Neetesh Tiwari, Akhil Kumar, Christopher Jones |
| 2018 | Application of open Source Deep Neural Networks for Object Detection in Industrial Environments. | Christian Poss, Olim Ibragimov, Anoshan Indreswaran, Nils Gutsche, Thomas Irrenhauser, Marco Prueglmeier, Daniel Goehring |