| 2019 | Adaptive Orthogonal Characteristics of Bio-inspired Neural Networks. | Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, Tokuro Matsuo |
| 2019 | An Ensemble Algorithm Based on Deep Learning for Tuberculosis Classification. | Alfonso Hernndez, ngel Panizo, David Camacho |
| 2019 | Combining Machine Learning and Classical Optimization Techniques in Vehicle to Vehicle Communication Network. | Mutasem Q. Hamdan, Khairi Hamdi |
| 2019 | Modelling the Social Interactions in Ant Colony Optimization. | Nishant Gurrapadi, Lydia Taw, Mariana Macedo, Marcos A. C. Oliveira, Diego Pinheiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes |
| 2019 | Multitemporal Aerial Image Registration Using Semantic Features. | Ananya Gupta, Yao Peng, Simon Watson, Hujun Yin |
| 2019 | SMOTE Algorithm Variations in Balancing Data Streams. | Bogdan Gulowaty, Pawel Ksieniewicz |
| 2019 | Modelling Survival by Machine Learning Methods in Liver Transplantation: Application to the UNOS Dataset. | David Guijo-Rubio, Pedro J. Villaln-Vaquero, Pedro Antonio Gutirrez, Mara Dolores Aylln-Tern, Javier Briceo, Csar Hervs-Martnez |
| 2019 | A Hybrid Approach to Time Series Classification with Shapelets. | David Guijo-Rubio, Pedro Antonio Gutirrez, Romain Tavenard, Anthony J. Bagnall |
| 2019 | The Use of Unified Activity Records to Predict Requests Made by Applications for External Services. | Maciej Grzenda, Robert Kunicki, Jaroslaw Legierski |
| 2019 | A Deep Learning-Based Surface Defect Inspection System for Smartphone Glass. | Gwang-Myong Go, Seok-Jun Bu, Sung-Bae Cho |
| 2019 | A Multimodal Approach to Image Sentiment Analysis. | Antnio Gaspar, Lus A. Alexandre |
| 2019 | Computational Generalization in Taxonomies Applied to: (1) Analyze Tendencies of Research and (2) Extend User Audiences. | Dmitry Frolov, Susana Nascimento, Trevor I. Fenner, Zina Taran, Boris G. Mirkin |
| 2019 | Knowledge Inference Through Analysis of Human Activities. | Leandro Oliveira Freitas, Pedro Rangel Henriques, Paulo Novais |
| 2019 | Classifying Flies Based on Reconstructed Audio Signals. | Michael Flynn, Anthony J. Bagnall |
| 2019 | Control-Flow Business Process Summarization via Activity Contraction. | Valeria Fionda, Gianluigi Greco |
| 2019 | An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition. | Paulo J. S. Ferreira, Ricardo M. C. Magalhes, Kemilly Dearo Garcia, Joo M. P. Cardoso, Joo Mendes-Moreira |
| 2019 | Relevance Metric for Counterfactuals Selection in Decision Trees. | Rubn R. Fernndez, Isaac Martn de Diego, Vctor Acea, Javier M. Moguerza, Alberto Fernndez-Isabel |
| 2019 | CNNPSP: Pseudouridine Sites Prediction Based on Deep Learning. | Yong-Xian Fan, Yongzhen Li, Huihua Yang, Xiaoyong Pan |
| 2019 | Classifying Ransomware Using Machine Learning Algorithms. | Samuel Egunjobi, Simon Parkinson, Andrew Crampton |
| 2019 | An Innovative Deep-Learning Algorithm for Supporting the Approximate Classification of Workloads in Big Data Environments. | Alfredo Cuzzocrea, Enzo Mumolo, Carson K. Leung, Giorgio Mario Grasso |
| 2019 | Multi-class Text Complexity Evaluation via Deep Neural Networks. | Alfredo Cuzzocrea, Giosu Lo Bosco, Giovanni Pilato, Daniele Schicchi |
| 2019 | Detection of Abnormal Load Consumption in the Power Grid Using Clustering and Statistical Analysis. | Mats Cuper, Marek Lderer, Viera Rozinajov |
| 2019 | Mining Frequent Distributions in Time Series. | Jos Carlos Coutinho, Joo Mendes Moreira, Cludio Rebelo de S |
| 2019 | The Feasibility of Deep Learning Use for Adversarial Model Extraction in the Cybersecurity Domain. | Michal Choras, Marek Pawlicki, Rafal Kozik |
| 2019 | Representation Learning of Knowledge Graphs with Multi-scale Capsule Network. | Jingwei Cheng, Zhi Yang, Jinming Dang, Chunguang Pan, Fu Zhang |