| 2019 | NARPCA: Neural Accumulate-Retract PCA for Low-Latency High-Throughput Processing on Datastreams. | Cristian Axenie, Radu Tudoran, Stefano Bortoli, Mohamad Al Hajj Hassan, Goetz Brasche |
| 2019 | Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network. | Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Lus da Cunha Lamb |
| 2019 | Soft Subspace Growing Neural Gas for Data Stream Clustering. | Mohammed Oualid Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune |
| 2019 | Model-Agnostic Explanations for Decisions Using Minimal Patterns. | Kohei Asano, Jinhee Chun, Atsushi Koike, Takeshi Tokuyama |
| 2019 | Improving Deep Generative Models with Randomized SMILES. | Josep Ars-Pous, Simon Johansson, Oleksii Prykhodko, Esben Jannik Bjerrum, Christian Tyrchan, Jean-Louis Reymond, Hongming Chen, Ola Engkvist |
| 2019 | Stability Analysis of a Generalized Class of BAM Neural Networks with Mixed Delays. | Chaouki Aouiti, Farouk Chrif, Anis Zeglaoui |
| 2019 | Dissipativity Analysis of a Class of Competitive Neural Networks with Proportional Delays. | Chaouki Aouiti, Farouk Chrif, Farid Touati |
| 2019 | Comparison of Feature Extraction Techniques for Handwritten Digit Recognition with a Photonic Reservoir Computer. | Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani |
| 2019 | Classification of Human Actions in Videos with a Large-Scale Photonic Reservoir Computer. | Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani |
| 2019 | A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming. | Aftab Anjum, Fengyang Sun, Lin Wang, Jeff Orchard |
| 2019 | Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. | Cleison Correia de Amorim, David L. Macdo, Cleber Zanchettin |
| 2019 | Collaborative Denoising Autoencoder for High Glycated Haemoglobin Prediction. | Zakhriya Alhassan, David Budgen, Ali Alessa, Riyad Alshammari, Tahani Daghstani, Noura Al Moubayed |
| 2019 | Residual Learning for FC Kernels of Convolutional Network. | Alexey Alexeev, Yuriy Matveev, Anton Matveev, Dmitry Pavlenko |
| 2019 | Unsupervised Anomaly Detection Using Optimal Transport for Predictive Maintenance. | Amina Alaoui-Belghiti, Sylvain Chevallier, ric Monacelli |
| 2019 | Echo State Network with Adversarial Training. | Takanori Akiyama, Gouhei Tanaka |
| 2019 | Improving Weight Initialization of ReLU and Output Layers. | Diego Aguirre, Olac Fuentes |
| 2019 | Progressive Docking - Deep Learning Based Approach for Accelerated Virtual Screening. | Vibudh Agrawal, Francesco Gentile, Michael Hsing, Fuqiang Ban, Artem Cherkasov |
| 2019 | Estimating and Factoring the Dropout Induced Distribution with Gaussian Mixture Model. | Jingo Adachi |
| 2019 | Hierarchical Attentional Hybrid Neural Networks for Document Classification. | Jader Abreu, Luis Fred, David L. Macdo, Cleber Zanchettin |
| 2018 | A Topological k-Anonymity Model Based on Collaborative Multi-view Clustering. | Sarah Zouinina, Nistor Grozavu, Youns Bennani, Abdelouahid Lyhyaoui, Nicoleta Rogovschi |
| 2018 | A Hybrid Planning Strategy Through Learning from Vision for Target-Directed Navigation. | Xiaomao Zhou, Cornelius Weber, Chandrakant Bothe, Stefan Wermter |
| 2018 | A RNN-Based Multi-factors Model for Repeat Consumption Prediction. | Zengwei Zheng, Yanzhen Zhou, Lin Sun, Jianping Cai |
| 2018 | DTI-RCNN: New Efficient Hybrid Neural Network Model to Predict Drug-Target Interactions. | Xiaoping Zheng, Song He, Xinyu Song, Zhongnan Zhang, Xiaochen Bo |
| 2018 | Con-CNAME: A Contextual Multi-armed Bandit Algorithm for Personalized Recommendations. | Xiaofang Zhang, Qian Zhou, Tieke He, Bin Liang |
| 2018 | Gender-Aware CNN-BLSTM for Speech Emotion Recognition. | Linjuan Zhang, Longbiao Wang, Jianwu Dang, Lili Guo, Qiang Yu |