| 2019 | A Novel Framework for Fine Grained Action Recognition in Soccer. | Ganesh Yaparla, Allaparthi Sriteja, Sai Krishna Munnangi, Garimella Rama Murthy |
| 2019 | Image Classification and Retrieval with Random Depthwise Signed Convolutional Neural Networks. | Yunzhe Xue, Usman Roshan |
| 2019 | Exploring Classification, Clustering, and Its Limits in a Compressed Hidden Space of a Single Layer Neural Network with Random Weights. | Meiyan Xie, Usman Roshan |
| 2019 | Heavy Duty Vehicle Fuel Consumption Modelling Based on Exploitation Data by Using Artificial Neural Networks. | Oskar Wysocki, Lipika Deka, David A. Elizondo, Jacek Kropiwnicki, Jacek Czyzewicz |
| 2019 | Sparse, Interpretable and Transparent Predictive Model Identification for Healthcare Data Analysis. | Hua-Liang Wei |
| 2019 | Boosting Wavelet Neural Networks Using Evolutionary Algorithms for Short-Term Wind Speed Time Series Forecasting. | Hua-Liang Wei |
| 2019 | A First Approximation to the Effects of Classical Time Series Preprocessing Methods on LSTM Accuracy. | Daniel Trujillo Viedma, Antonio Jess Rivera Rivas, Francisco Charte Ojeda, Mara Jos del Jesus Daz |
| 2019 | Flatness Defect Detection and Classification in Hot Rolled Steel Strips Using Convolutional Neural Networks. | Marco Vannocci, Antonio Ritacco, Angelo Castellano, Filippo Galli, Marco Vannucci, Vincenzo Iannino, Valentina Colla |
| 2019 | Searching the Shortest Pair of Edge-Disjoint Paths in a Communication Network. A Fuzzy Approach. | Lissette Valds, Alfonso Ariza, Sira Mara Allende, Gonzalo Joya |
| 2019 | Bistable Sigmoid Networks. | Stanislav Uschakow, Jrn Fischer, Thomas Ihme |
| 2019 | On Transfer Learning for Detecting Abusive Language Online. | Ana Sabina Uban, Liviu P. Dinu |
| 2019 | Go for Parallel Neural Networks. | David Turner, Erich Schikuta |
| 2019 | Random Hyper-parameter Search-Based Deep Neural Network for Power Consumption Forecasting. | Jos F. Torres, David Gutirrez-Avils, Alicia Troncoso, Francisco Martnez-lvarez |
| 2019 | Automatic Identification of Interictal Epileptiform Discharges with the Use of Complex Networks. | Gustavo H. Tomanik, Luiz Eduardo Betting, Andriana S. L. O. Campanharo |
| 2019 | Analyzing Digital Image by Deep Learning for Melanoma Diagnosis. | Karl Thurnhofer-Hemsi, Enrique Domnguez |
| 2019 | A Scalable Long-Horizon Forecasting of Building Electricity Consumption. | Naveen Kumar Thokala, S. Spoorthy, M. Girish Chandra |
| 2019 | Long-Term Forecasting of Heterogenous Variables with Automatic Algorithm Selection. | Naveen Kumar Thokala, Kriti Kumar, M. Girish Chandra, Karumanchi Ravikumar |
| 2019 | From Iterative Threshold Decoding to a Low-Power High-Speed Analog VLSI Decoder Implementation. | Werner G. Teich, Heiko Teich, Giuseppe Oliveri |
| 2019 | Unsupervised Inflection Generation Using Neural Language Modelling. | Octavia-Maria Sulea, Steve Young |
| 2019 | A New Classification Method for Predicting the Output of Dye Process in Textile Industry by Using Artificial Neural Networks. | Ahsen Noor Subhopoto, Mehmet Akar, Sencer Sultanoglu |
| 2019 | Convolutional Neural Network Learning Versus Traditional Segmentation for the Approximation of the Degree of Defective Surface in Titanium for Implantable Medical Devices. | Ruxandra Stoean, Catalin Stoean, Adriana Samide, Gonzalo Joya |
| 2019 | Unsupervised Learning as a Complement to Convolutional Neural Network Classification in the Analysis of Saccadic Eye Movement in Spino-Cerebellar Ataxia Type 2. | Catalin Stoean, Ruxandra Stoean, Roberto Antonio Becerra-Garca, Rodolfo Garca-Bermdez, Miguel A. Atencia Ruiz, Francisco Garca-Lagos, Lus Velzquez Prez, Gonzalo Joya |
| 2019 | Remote Steering of a Mobile Robotic Car by Means of VR-Based SSVEP BCI. | Piotr Stawicki, Felix Gembler, Roland Grichnik, Ivan Volosyak |
| 2019 | Classification with Rejection Option Using the Fuzzy ARTMAP Neural Network. | Francisco Felipe M. Sousa, Alan Lucas Silva Matias, Ajalmar Rgo da Rocha Neto |
| 2019 | Workout Type Recognition and Repetition Counting with CNNs from 3D Acceleration Sensed on the Chest. | Kacper Skawinski, Ferran Montraveta Roca, Rainhard Dieter Findling, Stephan Sigg |