| 2018 | Directional Data Analysis for Shape Classification. | Adrin Muoz, Alberto Surez |
| 2018 | Real-Time Hand Gesture Recognition Based on Electromyographic Signals and Artificial Neural Networks. | Cristhian Motoche, Marco E. Benalczar |
| 2018 | Cloud Detection in High-Resolution Multispectral Satellite Imagery Using Deep Learning. | Giorgio Morales, Samuel G. Huamn, Joel Telles |
| 2018 | Avoiding Degradation in Deep Feed-Forward Networks by Phasing Out Skip-Connections. | Ricardo Pio Monti, Sina Tootoonian, Robin Cao |
| 2018 | Input Pattern Complexity Determines Specialist and Generalist Populations in Drosophila Neural Network. | Aaron Montero, Jessica Lopez-Hazas, Francisco B. Rodrguez |
| 2018 | An Improved CAD Framework for Digital Mammogram Classification Using Compound Local Binary Pattern and Chaotic Whale Optimization-Based Kernel Extreme Learning Machine. | Figlu Mohanty, Suvendu Rup, Bodhisattva Dash |
| 2018 | Thermal Comfort Index Estimation and Parameter Selection Using Fuzzy Convolutional Neural Network. | Anirban Mitra, Arjun Sharma, Sumit Sharma, Sudip Roy |
| 2018 | High-Resolution Generative Adversarial Neural Networks Applied to Histological Images Generation. | Antoni Mauricio, Jorge Lpez, Roger Huauya, Jos Daz |
| 2018 | Semantic Space Transformations for Cross-Lingual Document Classification. | Jir Martnek, Ladislav Lenc, Pavel Krl |
| 2018 | Neural Networks for Multi-lingual Multi-label Document Classification. | Jir Martnek, Ladislav Lenc, Pavel Krl |
| 2018 | An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning. | Giuseppe Marra, Andrea Zugarini, Stefano Melacci, Marco Maggini |
| 2018 | Towards More Biologically Plausible Error-Driven Learning for Artificial Neural Networks. | Kristna Malinovsk, Ludovt Malinovsk, Igor Farkas |
| 2018 | Queue-Based Resampling for Online Class Imbalance Learning. | Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou |
| 2018 | Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures. | Abhijit Mahalunkar, John D. Kelleher |
| 2018 | Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. | Chunjie Luo, Jianfeng Zhan, Xiaohe Xue, Lei Wang, Rui Ren, Qiang Yang |
| 2018 | Neuronal Asymmetries and Fokker-Planck Dynamics. | Vitor Tocci F. de Luca, Roseli Suzi Wedemann, Angel Ricardo Plastino |
| 2018 | Strategies to Enhance Pattern Recognition in Neural Networks Based on the Insect Olfactory System. | Jessica Lopez-Hazas, Aaron Montero, Francisco B. Rodrguez |
| 2018 | Estimation of Microphysical Parameters of Atmospheric Pollution Using Machine Learning. | Cosme Llerena, Detlef Mller, Rod Adams, Neil Davey, Yi Sun |
| 2018 | Classification of Bone Tumor on CT Images Using Deep Convolutional Neural Network. | Yang Li, Wenyu Zhou, Guiwen Lv, Guibo Luo, Yuesheng Zhu, Ji Liu |
| 2018 | FROD: Fast and Robust Distance-Based Outlier Detection with Active-Inliers-Patterns in Data Streams. | Zongren Li, Yijie Wang, Guohong Zhao, Li Cheng, Xingkong Ma |
| 2018 | Generalized Multi-view Unsupervised Feature Selection. | Yue Liu, Changqing Zhang, Pengfei Zhu, Qinghua Hu |
| 2018 | An Original Neural Network for Pulmonary Tuberculosis Diagnosis in Radiographs. | Junyu Liu, Yang Liu, Cheng Wang, Anwei Li, Bowen Meng, Xiangfei Chai, Panli Zuo |
| 2018 | Automatic Beautification for Group-Photo Facial Expressions Using Novel Bayesian GANs. | Ji Liu, Shuai Li, Wenfeng Song, Liang Liu, Hong Qin, Aimin Hao |
| 2018 | Reinforcement Learning for Joint Extraction of Entities and Relations. | Wenpeng Liu, Yanan Cao, Yanbing Liu, Yue Hu, Jianlong Tan |
| 2018 | TextNet for Text-Related Image Quality Assessment. | Hongyu Li, Junhua Qiu, Fan Zhu |