| 2018 | Effectively Interpreting Electroencephalogram Classification Using the Shapley Sampling Value to Prune a Feature Tree. | Kazuki Tachikawa, Yuji Kawai, Jihoon Park, Minoru Asada |
| 2018 | Discovering Thermoelectric Materials Using Machine Learning: Insights and Challenges. | Mandar V. Tabib, Ole Martin Lvvik, Kjetil Andr Johannessen, Adil Rasheed, Espen Sagvolden, Anne Marthine Rustad |
| 2018 | Terrain Classification with Crawling Robot Using Long Short-Term Memory Network. | Rudolf J. Szadkowski, Jan Drchal, Jan Faigl |
| 2018 | A Multi-level Attention Model for Text Matching. | Qiang Sun, Yue Wu |
| 2018 | Unified Framework for Joint Attribute Classification and Person Re-identification. | Chenxin Sun, Na Jiang, Lei Zhang, Yuehua Wang, Wei Wu, Zhong Zhou |
| 2018 | Computerized Counting-Based System for Acute Lymphoblastic Leukemia Detection in Microscopic Blood Images. | Karima Ben Suliman, Adam Krzyzak |
| 2018 | De-noise-GAN: De-noising Images to Improve RoboCup Soccer Ball Detection. | Daniel Speck, Pablo V. A. Barros, Stefan Wermter |
| 2018 | Real-Time Hand Prosthesis Biomimetic Movement Based on Electromyography Sensory Signals Treatment and Sensors Fusion. | Joo Olegrio de Oliveira de Souza, Jos Vicente Canto dos Santos, Rodrigo Marques de Figueiredo, Gustavo Pessin |
| 2018 | Balancing Convolutional Neural Networks Pipeline in FPGAs. | Mark Cappello Ferreira de Sousa, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez |
| 2018 | Fuzzy Implications Generating from Fuzzy Negations. | Georgios Souliotis, Basil K. Papadopoulos |
| 2018 | Imbalanced Data Classification Based on MBCDK-means Undersampling and GA-ANN. | Anping Song, Quanhua Xu |
| 2018 | GraphVAE: Towards Generation of Small Graphs Using Variational Autoencoders. | Martin Simonovsky, Nikos Komodakis |
| 2018 | A Histogram of Oriented Gradients for Broken Bars Diagnosis in Squirrel Cage Induction Motors. | Luiz Carlos da Silva, Cleber Gustavo Dias, Wonder Alexandre Luz Alves |
| 2018 | Simple Recurrent Neural Networks for Support Vector Machine Training. | Rafet Sifa, Daniel Paurat, Daniel Trabold, Christian Bauckhage |
| 2018 | An Overview of Frank-Wolfe Optimization for Stochasticity Constrained Interpretable Matrix and Tensor Factorization. | Rafet Sifa |
| 2018 | Design of Spiking Rate Coded Logic Gates for C. elegans Inspired Contour Tracking. | Shashwat Shukla, Sangya Dutta, Udayan Ganguly |
| 2018 | Detection of Fingerprint Alterations Using Deep Convolutional Neural Networks. | Yahaya Isah Shehu, Ariel Ruiz-Garcia, Vasile Palade, Anne E. James |
| 2018 | Estimation of Air Quality Index from Seasonal Trends Using Deep Neural Network. | Arjun Sharma, Anirban Mitra, Sumit Sharma, Sudip Roy |
| 2018 | Deep CNN-ELM Hybrid Models for Fire Detection in Images. | Jivitesh Sharma, Ole-Christoffer Granmo, Morten Goodwin |
| 2018 | Action Markets in Deep Multi-Agent Reinforcement Learning. | Kyrill Schmid, Lenz Belzner, Thomas Gabor, Thomy Phan |
| 2018 | Fast and Accurate Affect Prediction Using a Hierarchy of Random Forests. | Maxime Sazadaly, Pierre Pinchon, Arthur Fagot, Lionel Prevost, Myriam Maumy-Bertrand |
| 2018 | Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound. | Nicol Savioli, Silvia Visentin, Erich Cosmi, Enrico Grisan, Pablo Lamata, Giovanni Montana |
| 2018 | Short-Term Precipitation Prediction with Skip-Connected PredNet. | Ryoma Sato, Hisashi Kashima, Takehiro Yamamoto |
| 2018 | Deep Learning Based Vehicle Make-Model Classification. | Burak Satar, Ahmet Emir Dirik |
| 2018 | Compression-Based Clustering of Video Human Activity Using an ASCII Encoding. | Guillermo Sarasa, Aaron Montero, Ana Granados, Francisco B. Rodrguez |