| 2018 | Automatic Treatment of Bird Audios by Means of String Compression Applied to Sound Clustering in Xeno-Canto Database. | Guillermo Sarasa, Ana Granados, Francisco B. Rodrguez |
| 2018 | Randomization vs Optimization in SVM Ensembles. | Maryam Sabzevari, Gonzalo Martnez-Muoz, Alberto Surez |
| 2018 | Fuzzy Clustering Algorithm Based on Adaptive Euclidean Distance and Entropy Regularization for Interval-Valued Data. | Sara Ins Rizo Rodrguez, Francisco de Assis Tenrio de Carvalho |
| 2018 | Attention Enhanced Chinese Word Embeddings. | Xingzhang Ren, Leilei Zhang, Wei Ye, Hang Hua, Shikun Zhang |
| 2018 | Computation of Air Traffic Flow Management Performance with Long Short-Term Memories Considering Weather Impact. | Stefan Reitmann, Michael Schultz |
| 2018 | Change Detection in Individual Users' Behavior. | Parisa Rastin, Gunal Cabanes, Basarab Matei, Jean-Marc Marty |
| 2018 | Policy Learning Using SPSA. | Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Stefan Wrobel |
| 2018 | Combining Articulatory Features with End-to-End Learning in Speech Recognition. | Leyuan Qu, Cornelius Weber, Egor Lakomkin, Johannes Twiefel, Stefan Wermter |
| 2018 | OrieNet: A Regression System for Latent Fingerprint Orientation Field Extraction. | Zhenshen Qu, Junyu Liu, Yang Liu, Qiuyu Guan, Chunyu Yang, Yuxin Zhang |
| 2018 | Performance Anomaly Detection Models of Virtual Machines for Network Function Virtualization Infrastructure with Machine Learning. | Juan Qiu, Qingfeng Du, Yu He, YiQun Lin, Jiaye Zhu, Kanglin Yin |
| 2018 | Gating Sensory Noise in a Spiking Subtractive LSTM. | Isabella Pozzi, Roeland Nusselder, Davide Zambrano, Sander M. Boht |
| 2018 | HyperNets and Their Application to Learning Spatial Transformations. | Alexey Potapov, Oleg Shcherbakov, Innokentii Zhdanov, Sergey Rodionov, Nikolai Skorobogatko |
| 2018 | Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning. | Alexey Potapov, Sergey Rodionov, Hugo Latapie, Enzo Fenoglio |
| 2018 | A Game-Theoretic Framework for Interpretable Preference and Feature Learning. | Mirko Polato, Fabio Aiolli |
| 2018 | Catastrophic Forgetting: Still a Problem for DNNs. | Benedikt Pflb, Alexander Gepperth, Saad Abdullah, Andr Kilian |
| 2018 | Semi-supervised Model for Emotion Recognition in Speech. | Ingryd Pereira, Diego Santos, Alexandre M. A. Maciel, Pablo V. A. Barros |
| 2018 | Integrative Collision Avoidance Within RNN-Driven Many-Joint Robot Arms. | Sebastian Otte, Lea Hofmaier, Martin V. Butz |
| 2018 | Detection and Recognition of Badgers Using Deep Learning. | Emmanuel Okafor, Gerard Berendsen, Lambert Schomaker, Marco A. Wiering |
| 2018 | Direct Training of Dynamic Observation Noise with UMarineNet. | Stefan Oehmcke, Oliver Zielinski, Oliver Kramer |
| 2018 | Kernel Graph Convolutional Neural Networks. | Giannis Nikolentzos, Polykarpos Meladianos, Antoine Jean-Pierre Tixier, Konstantinos Skianis, Michalis Vazirgiannis |
| 2018 | A Novel Echo State Network Model Using Bayesian Ridge Regression and Independent Component Analysis. | Hoang Minh Nguyen, Gaurav Kalra, Tae Joon Jun, Daeyoung Kim |
| 2018 | Classification of MRI Migraine Medical Data Using 3D Convolutional Neural Network. | Hwei Geok Ng, Matthias Kerzel, Jan Mehnert, Arne May, Stefan Wermter |
| 2018 | Training Neural Networks Using Predictor-Corrector Gradient Descent. | Amy Nesky, Quentin F. Stout |
| 2018 | Neural Networks with Block Diagonal Inner Product Layers. | Amy Nesky, Quentin F. Stout |
| 2018 | Siamese Survival Analysis with Competing Risks. | Anton Nemchenko, Trent Kyono, Mihaela van der Schaar |