| 2019 | Instance-Based Segmentation for Boundary Detection of Neuropathic Ulcers Through Mask-RCNN. | H. V. L. C. Gamage, W. O. K. I. S. Wijesinghe, Indika Perera |
| 2019 | Reservoir Topology in Deep Echo State Networks. | Claudio Gallicchio, Alessio Micheli |
| 2019 | Continuous Blood Pressure Estimation Through Optimized Echo State Networks. | Giuseppe Franco, Luca Cerina, Claudio Gallicchio, Alessio Micheli, Marco Domenico Santambrogio |
| 2019 | An Evaluation of Various Regression Models for the Prediction of Two-Terminal Network Reliability. | Sabina-Adriana Floria, Florin Leon, Petru Cascaval, Doina Logofatu |
| 2019 | Action Units Classification Using ClusWiSARD. | Leopoldo Lusquino Filho, Gabriel Antoine Louis Paillard, Luiz F. R. Oliveira, Aluizio Lima Filho, Felipe M. G. Frana, Priscila M. V. Lima |
| 2019 | Combining Deep Learning and (Structural) Feature-Based Classification Methods for Copyright-Protected PDF Documents. | Renato Garita Figueiredo, Kai-Uwe Khnberger, Gordon Pipa, Tobias Thelen |
| 2019 | A Novel Image Captioning Method Based on Generative Adversarial Networks. | Yang Fan, Jungang Xu, Yingfei Sun, Yiyu Wang |
| 2019 | Joint Dictionary Learning for Unsupervised Feature Selection. | Yang Fan, Jianhua Dai, Qilai Zhang, Shuai Liu |
| 2019 | On Unsupervised Learning of Traversal Cost and Terrain Types Identification Using Self-organizing Maps. | Jan Faigl, Milos Prgr |
| 2019 | Evaluation of Tag Clusterings for User Profiling in Movie Recommendation. | Guglielmo Faggioli, Mirko Polato, Ivano Lauriola, Fabio Aiolli |
| 2019 | Recurrent Connections Aid Occluded Object Recognition by Discounting Occluders. | Markus Roland Ernst, Jochen Triesch, Thomas Burwick |
| 2019 | Evaluating CNNs on the Gestalt Principle of Closure. | Gregor Ehrensperger, Sebastian Stabinger, Antonio Jose Rodrguez-Snchez |
| 2019 | Squeezed Very Deep Convolutional Neural Networks for Text Classification. | Andra B. Duque, Lu Lzaro J. Santos, David L. Macdo, Cleber Zanchettin |
| 2019 | Learning Internal Dense But External Sparse Structures of Deep Convolutional Neural Network. | Yiqun Duan, Chen Feng |
| 2019 | Bistable Perception in Conceptor Networks. | Felix Meyer zu Driehausen, Rdiger Busche, Johannes Leugering, Gordon Pipa |
| 2019 | Application of Self Organizing Map to Preprocessing Input Vectors for Convolutional Neural Network. | Hiroshi Dozono, Masafumi Tanaka |
| 2019 | Learning Deep Structured Multi-scale Features for Crisp and Object Occlusion Edge Detection. | Zihao Dong, Ruixun Zhang, Xiuli Shao |
| 2019 | Tree Memory Networks for Sequence Processing. | Frederik Diehl, Alois C. Knoll |
| 2019 | Short-Term Temperature Forecasting on a Several Hours Horizon. | Louis Desportes, Pierre Andry, Inbar Fijalkow, Jrme David |
| 2019 | Comparison Between Filter Criteria for Feature Selection in Regression. | Alexandra Degeest, Michel Verleysen, Benot Frnay |
| 2019 | Discrete Stochastic Search and Its Application to Feature-Selection for Deep Relational Machines. | Tirtharaj Dash, Ashwin Srinivasan, Ramprasad S. Joshi, A. Baskar |
| 2019 | An Improved Convolutional Neural Network for Steganalysis in the Scenario of Reuse of the Stego-Key. | Bartosz Czaplewski |
| 2019 | Automatic Augmentation by Hill Climbing. | Ricardo P. M. Cruz, Joaquim F. Pinto da Costa, Jaime S. Cardoso |
| 2019 | Distinguishing Violinists and Pianists Based on Their Brain Signals. | Gianpaolo Coro, Giulio Masetti, Philipp Bonhoeffer, Michael Betcher |
| 2019 | Routine Modeling with Time Series Metric Learning. | Paul Compagnon, Grgoire Lefebvre, Stefan Duffner, Christophe Garcia |