| 2019 | Detecting Ghostwriters in High Schools. | Magnus Stavngaard, August Srensen, Stephan Lorenzen, Niklas Hjuler, Stephen Alstrup |
| 2019 | Machine learning in research and development of new vaccines products: opportunities and challenges. | Paul Smyth, Gal de Lannoy, Moritz von Stosch, Alexander Pysik, Amin Khan |
| 2019 | Importance of user inputs while using incremental learning to personalize human activity recognition models. | Pekka Siirtola, Heli Koskimki, Juha Rning |
| 2019 | L1-norm double backpropagation adversarial defense. | Ismala Seck, Galle Loosli, Stphane Canu |
| 2019 | Multi-target feature selection through output space clustering. | Konstantinos Sechidis, Eleftherios Spyromitros Xioufis, Ioannis P. Vlahavas |
| 2019 | training networks separately on static and dynamic obstacles improves collision avoidance during indoor robot navigation. | Viktor Schmuck, David Meredith |
| 2019 | A WNN model based on Probabilistic Quantum Memories. | Priscila G. M. dos Santos, Rodrigo S. Sousa, Adenilton J. da Silva |
| 2019 | On overfitting of multilayer perceptrons for classification. | Joseph Rynkiewicz |
| 2019 | Pixel-wise Conditioning of Generative Adversarial Networks. | Cyprien Ruffino, Romain Hrault, Eric Laloy, Gilles Gasso |
| 2019 | Weightless neural systems for deforestation surveillance and image-based navigation of UAVs in the Amazon forest. | Eduardo S. Ribeiro, Vitor A. M. F. Torres, Brayan James, Mateus T. Braga, Elcio H. Shiguemori, Haroldo F. de Campos Velho, Luiz C. B. Torres, Antnio P. Braga |
| 2019 | Minimax center to extract a common subspace from multiple datasets. | Emilie Renard, Pierre-Antoine Absil, Kyle A. Gallivan |
| 2019 | DropConnect for Evaluation of Classification Stability in Learning Vector Quantization. | Jensun Ravichandran, Sascha Saralajew, Thomas Villmann |
| 2019 | Feature and Algorithm Selection for Capacitated Vehicle Routing Problems. | Jussi Rasku, Nysret Musliu, Tommi Krkkinen |
| 2019 | Analyzing spatial dissimilarities in high-resolution geo-data : a case study of four European cities. | Julien Randon-Furling, William Clark, Madalina Olteanu |
| 2019 | Reactive Soft Prototype Computing for frequent reoccurring Concept Drift. | Christoph Raab, Moritz Heusinger, Frank-Michael Schleif |
| 2019 | Improving Pedestrian Recognition using Incremental Cross Modality Deep Learning. | Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair |
| 2019 | Feature relevance bounds for ordinal regression. | Lukas Pfannschmidt, Jonathan Jakob, Michael Biehl, Peter Tio, Barbara Hammer |
| 2019 | Detecting adversarial examples with inductive Venn-ABERS predictors. | Jonathan Peck, Bart Goossens, Yvan Saeys |
| 2019 | Conditional WGAN for grasp generation. | Florian Patzelt, Robert Haschke, Helge J. Ritter |
| 2019 | Learning Rich Event Representations and Interactions for Temporal Relation Classification. | Onkar Arun Pandit, Pascal Denis, Liva Ralaivola |
| 2019 | Metric learning with relational data. | Jiajun Pan, Hoel Le Capitaine |
| 2019 | Metric learning with submodular functions. | Jiajun Pan, Hoel Le Capitaine |
| 2019 | Embeddings and Representation Learning for Structured Data. | Benjamin Paaen, Claudio Gallicchio, Alessio Micheli, Alessandro Sperduti |
| 2019 | Dynamic fairness - Breaking vicious cycles in automatic decision making. | Benjamin Paaen, Astrid Bunge, Carolin Hainke, Leon Sindelar, Matthias Vogelsang |
| 2019 | PAC-Bayes and Fairness: Risk and Fairness Bounds on Distribution Dependent Fair Priors. | Luca Oneto, Michele Donini, Massimiliano Pontil |