| 2018 | Encoding Motion Primitives for Autonomous Vehicles Using Virtual Velocity Constraints and Neural Network Scheduling. | Mogens Graf Plessen |
| 2018 | Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention. | Joo Pereira, Margarida Silveira |
| 2018 | Indexing Text Related to Software Vulnerabilities in Noisy Communities Through Topic Modelling. | Carlos V. Paradis, Rick Kazman, Ping Wang |
| 2018 | Training an Emergency-Response Image Classifier on Signal Data. | Aubrey ONeal, Benjamin Rodgers, Justin Segler, Dhiraj Murthy, Nandhini Lakuduva, Matthew Johnson, Keri K. Stephens |
| 2018 | A Persona-Based Multi-turn Conversation Model in an Adversarial Learning Framework. | Oluwatobi Olabiyi, Anish Khazane, Erik T. Mueller |
| 2018 | The Semantic Shapes of Popular Music Lyrics: Graph-Based Representation, Analysis, and Interpretation of Popular Music Lyrics in Semantic Natural Language Embedding Space. | Mitsunori Ogihara, Daniel Galarraga, Gang Ren, Tiago Fernandes Tavares |
| 2018 | Canonical ELM: Improving the Performance of Extreme Learning Machines on Multivariate Regression Tasks Using Canonical Correlations. | Babafemi O. Odelowo, David V. Anderson |
| 2018 | A Monte Carlo Tree Search Approach to Learning Decision Trees. | Ceclia Nunes, Mathieu De Craene, Hlne Langet, Oscar Camara, Anders Jonsson |
| 2018 | Detailed Analysis of the Luria's Alternating SeriesTests for Parkinson's Disease Diagnostics. | Sven Nomm, Konstantin Bardos, Aaro Toomela, Kadri Medijainen, Pille Taba |
| 2018 | Unsupervised Anomaly Based Botnet Detection in IoT Networks. | Sven Nomm, Hayretdin Bahsi |
| 2018 | Document Retrieval for Biomedical Question Answering with Neural Sentence Matching. | Jiho Noh, Ramakanth Kavuluru |
| 2018 | Pilot Skill Level and Workload Prediction for Sliding-Scale Autonomy. | Sai K. R. Nittala, Colin P. Elkin, Jay M. Kiker, Robert Meyer, James Curro, Ali K. Reiter, Kevin S. Xu, Vijay K. Devabhaktuni |
| 2018 | Fuzzy Echo State Neural Network with Differential Evolution Framework for Time Series Forecasting. | Deepa Subramaniam Nachimuthu, Selvam Govindaraj, Anand Tirupur Shanmuganathan |
| 2018 | Reinforcement Learning Algorithms for Uncertain, Dynamic, Zero-Sum Games. | Snehasis Mukhopadhyay, Omkar J. Tilak, Subir Chakrabarti |
| 2018 | Token-Based Adaptive Time-Series Prediction by Ensembling Linear and Non-linear Estimators: A Machine Learning Approach for Predictive Analytics on big Stock Data. | Kyle J. Morris, Sean D. Egan, Jorell L. Linsangan, Carson K. Leung, Alfredo Cuzzocrea, Calvin S. H. Hoi |
| 2018 | Convolutional Neural Networks for Automatic Threat Detection in Security X-Ray Images. | Trevor Morris, Tiffany Chien, Eric Goodman |
| 2018 | Neural Adaptive Controller Applied to a VTOL Plant Using Takagi-Sugeno Fuzzy Model. | Andres Morocho-Caiza, Jesus Rodriguez-Flores, Jorge Hernandez-Ambato |
| 2018 | Evaluation of a New Kernel-Based Classifier in Eye Pupil Detection. | Pedro Henriquer Barbosa Monforte, Gabriel Matos Araujo, Amaro Azevedo de Lima |
| 2018 | LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on Color. | Ajkel Mino, Gerasimos Spanakis |
| 2018 | Vehicle Action Prediction Using Artificial Intelligence. | Kevin Meng, Cheng Shi, Yu Meng |
| 2018 | Multiagent Coordination Systems Based on Neuro-Fuzzy Models with Reinforcement Learning. | Leonardo Alfredo Mendoza, Evelyn Batista, Harold Dias de Mello, Marco Aurlio Pacheco |
| 2018 | Parallel Attention Mechanisms in Neural Machine Translation. | Julian Richard Medina, Jugal Kalita |
| 2018 | Upsilon-SVR Polynomial Kernel for Predicting the Defect Density in New Software Projects. | Cuauhtmoc Lpez Martn, Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan |
| 2018 | Improving Noise Tolerance of Hardware Accelerated Artificial Neural Networks. | Wen Ma, Minghai Qin, Won Ho Choi, Pi-Feng Chiu, Martin Lueker-Boden |
| 2018 | Interactive Image Segmentation Using Multimodal Regularized Kernel Embedding. | El Moatasem Madani, Marwan Torki |