| 2019 | SurfOpt: A New Surface Method for Optimizing the Classification of Imbalanced Dataset. | Andr Rodrigo da Silva, Leonardo Martins Rodrigues, Luciana de Oliveira Rech |
| 2019 | Enhancing Siamese Networks Training with Importance Sampling. | Ajay Shrestha, Ausif Mahmood |
| 2019 | Towards Minimizing e-Commerce Returns for Clothing. | Alexander K. Seewald, Thomas Wernbacher, Alex Pfeiffer, Natalie Denk, Mario Platzer, Martin Berger, Thomas Winter |
| 2019 | Mobility-oriented Agenda Planning as a Value-adding Feature for Mobility as a Service. | Felix Schwinger, Karl-Heinz Krempels |
| 2019 | Efficient SAT Encodings for Hierarchical Planning. | Dominik Schreiber, Damien Pellier, Humbert Fiorino, Toms Balyo |
| 2019 | Continuous Learning in Large-scale Problems: The Case of Multi-script Historical Handwritten Document Collections. | Lambert Schomaker |
| 2019 | On the Role of Central Individuals in Influence Propagation. | Rafael de Santiago, Fernando Concatto, Lus C. Lamb |
| 2019 | On Enumerating All the Minimal Models for Particular CNF Formula Classes. | Yakoub Salhi |
| 2019 | A Comparative Study between Possibilistic and Probabilistic Approaches for Query Translation Disambiguation. | Wiem Ben Romdhane, Bilel Elayeb, Narjs Bellamine Ben Saoud |
| 2019 | Weighted Personalized Factorizations for Network Classification with Approximated Relation Weights. | Ahmed Rashed, Josif Grabocka, Lars Schmidt-Thieme |
| 2019 | Multi-Label Network Classification via Weighted Personalized Factorizations. | Ahmed Rashed, Josif Grabocka, Lars Schmidt-Thieme |
| 2019 | Experimental Evaluation of a Method for Simulation based Learning for a Multi-Agent System Acting in a Physical Environment. | Kun Qian, Robert W. Brehm, Lars Duggen |
| 2019 | Exploring the Context of Recurrent Neural Network based Conversational Agents. | Raffaele Piccini, Gerasimos Spanakis |
| 2019 | Uncertain Formal Concept Analysis for the Analyze of a Course Satisfaction Questionnaire. | Guillaume Petiot |
| 2019 | Understanding Future Technologies through Agent-Based Simulation. | Michal Pechoucek |
| 2019 | Development of Agent System for Multi-robot Search. | Masashi Omiya, Munehiro Takimoto, Yasushi Kambayashi |
| 2019 | Designing Transparent and Autonomous Intelligent Vision Systems. | Joanna Isabelle Olszewska |
| 2019 | Map Matching for SLAM with Multiple Robots in Different Moments. | Andr Felipe da Silva Oliveira, Diego de Oliveira Dantas, Doriedson Mendona Corra, Areolino de Almeida Neto, Will Ribamar Mendes Almeida |
| 2019 | Generation of Multiple Choice Questions Including Panoramic Information using Linked Data. | Fumika Okuhara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga |
| 2019 | Development of Agents for Creating Melodies and Investigation of Interaction between the Agents. | Hidefumi Ohmura, Takuro Shibayama, Keiji Hirata, Satoshi Tojo |
| 2019 | Predicting Fault Proneness of Programs with CNN. | Kazuhiko Ogawa, Takako Nakatani |
| 2019 | Dynamics of Narrow-Minded Belief and Its Cut-Free Sequent Calculus. | Shoshin Nomura, Norihiro Arai, Satoshi Tojo |
| 2019 | The Dynamics of Narrow-minded Belief. | Shoshin Nomura, Norihiro Arai, Satoshi Tojo |
| 2019 | Towards Adaptive Deep Reinforcement Game Balancing. | Ashey Noblega, Aline Paes, Esteban Clua |
| 2019 | Plug and Play Deep Convolutional Neural Networks. | Patrick Neary, Vicki H. Allan |