Abstract is missing.
- Computational Generalization in Taxonomies Applied to: (1) Analyze Tendencies of Research and (2) Extend User AudiencesDmitry Frolov, Susana Nascimento, Trevor I. Fenner, Zina Taran, Boris G. Mirkin. 3-11 [doi]
- Unsupervised Initialization of Archetypal Analysis and Proportional Membership Fuzzy ClusteringSusana Nascimento, Nuno Madaleno. 12-20 [doi]
- Multimodal Web Based Video Annotator with Real-Time Human Pose EstimationRui Rodrigues, Rui Neves Madeira, Nuno Correia 0001, Carla Fernandes, Sara Ribeiro. 23-30 [doi]
- New Interfaces for Classifying Performance Gestures in MusicChris Rhodes, Richard Allmendinger, Ricardo Climent. 31-42 [doi]
- Classifying Ransomware Using Machine Learning AlgorithmsSamuel Egunjobi, Simon Parkinson, Andrew Crampton. 45-52 [doi]
- Artificial Neural Networks in Mathematical Mini-Games for Automatic Students' Learning Styles Identification: A First ApproachRichard Torres-Molina, Jorge Banda-Almeida, Lorena Guachi-Guachi. 53-60 [doi]
- The Use of Unified Activity Records to Predict Requests Made by Applications for External ServicesMaciej Grzenda, Robert Kunicki, Jaroslaw Legierski. 61-69 [doi]
- Fuzzy Clustering Approach to Data Selection for Computer Usage in Headache DisordersSvetlana Simic, Ljiljana Radmilo, Dragan Simic, Svetislav D. Simic, Antonio J. Tallón-Ballesteros. 70-77 [doi]
- Multitemporal Aerial Image Registration Using Semantic FeaturesAnanya Gupta, Yao Peng, Simon Watson, Hujun Yin. 78-86 [doi]
- Brain Tumor Classification Using Principal Component Analysis and Kernel Support Vector MachineRichard Torres-Molina, Carlos Bustamante-Orellana, Andrés Riofrío-Valdivieso, Francisco Quinga-Socasi, Robinson Guachi, Lorena Guachi-Guachi. 89-96 [doi]
- Modelling Survival by Machine Learning Methods in Liver Transplantation: Application to the UNOS DatasetDavid Guijo-Rubio, Pedro J. Villalón-Vaquero, Pedro Antonio Gutiérrez, María Dolores Ayllón-Terán, Javier Briceño, César Hervás-Martínez. 97-104 [doi]
- Design and Development of an Automatic Blood Detection System for Capsule Endoscopy ImagesPedro Pons, Reinier Noorda, Andrea Nevárez, Adrián Colomer, Vicente Pons Beltrán, Valery Naranjo. 105-113 [doi]
- Comparative Analysis for Computer-Based Decision Support: Case Study of Knee OsteoarthritisPhilippa Grace McCabe, Iván Olier, Sandra Ortega-Martorell, Ian H. Jarman, Vasilios Baltzopoulos, Paulo Lisboa. 114-122 [doi]
- A Clustering-Based Patient Grouper for Burn CareChimdimma Noelyn Onah, Richard Allmendinger, Julia Handl, Paraskevas Yiapanis, Kenneth W. Dunn. 123-131 [doi]
- A Comparative Assessment of Feed-Forward and Convolutional Neural Networks for the Classification of Prostate LesionsSabrina Marnell, Patrick Riley, Iván Olier, Marc Rea, Sandra Ortega-Martorell. 132-138 [doi]
- A Method Based on Filter Bank Common Spatial Pattern for Multiclass Motor Imagery BCIZiqing Xia, Likun Xia, Ming Ma. 141-149 [doi]
- Safe Deep Neural Network-Driven Autonomous Vehicles Using Software Safety CagesSampo Kuutti, Richard Bowden, Harita Joshi, Robert de Temple, Saber Fallah. 150-160 [doi]
- Wave and Viscous Resistance Estimation by NND. Marón, M. Santos. 161-168 [doi]
- Neural Controller of UAVs with Inertia VariationsJ. Enrique Sierra, Matilde Santos, Juan G. Victores. 169-177 [doi]
- A Metric Framework for Quantifying Data ConcentrationPeter Mitic. 181-190 [doi]
- Adaptive Machine Learning-Based Stock Prediction Using Financial Time Series Technical IndicatorsAhmed K. Taha, Mohamed Hamed Kholief, Walid Abdelmoez. 191-199 [doi]
- Exploiting Online Newspaper Articles Metadata for Profiling City AreasLivio Cascone, Pietro Ducange, Francesco Marcelloni. 203-215 [doi]
- Modelling the Social Interactions in Ant Colony OptimizationNishant Gurrapadi, Lydia Taw, Mariana Macedo, Marcos A. C. Oliveira, Diego Pinheiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes. 216-224 [doi]
- An Innovative Deep-Learning Algorithm for Supporting the Approximate Classification of Workloads in Big Data EnvironmentsAlfredo Cuzzocrea, Enzo Mumolo, Carson K. Leung, Giorgio Mario Grasso. 225-237 [doi]
- Control-Flow Business Process Summarization via Activity ContractionValeria Fionda, Gianluigi Greco. 238-248 [doi]
- Classifying Flies Based on Reconstructed Audio SignalsMichael Flynn, Anthony J. Bagnall. 249-258 [doi]
- Studying the Evolution of the 'Circular Economy' Concept Using Topic ModellingSampriti Mahanty, Frank Boons, Julia Handl, Riza Batista-Navarro. 259-270 [doi]
- Mining Frequent Distributions in Time SeriesJosé Carlos Coutinho, João Mendes-Moreira, Cláudio Rebelo de Sá. 271-279 [doi]
- Time Series Display for Knowledge Discovery on Selective Laser Melting MachinesRamón Moreno, Juan Carlos Pereira, Alex López, Asif Mohammed, Prasha Pahlevannejad. 280-290 [doi]
- Using Prior Knowledge to Facilitate Computational Reading of Arabic CalligraphySeetah ALSalamah, Riza Batista-Navarro, Ross D. King. 293-304 [doi]
- SMOTE Algorithm Variations in Balancing Data StreamsBogdan Gulowaty, Pawel Ksieniewicz. 305-312 [doi]
- Multi-class Text Complexity Evaluation via Deep Neural NetworksAlfredo Cuzzocrea, Giosuè Lo Bosco, Giovanni Pilato, Daniele Schicchi. 313-322 [doi]
- Imbalance Reduction Techniques Applied to ECG Classification ProblemJedrzej Kozal, Pawel Ksieniewicz. 323-331 [doi]
- Machine Learning Methods for Fake News ClassificationPawel Ksieniewicz, Michal Choras, Rafal Kozik, Michal Wozniak 0001. 332-339 [doi]
- A Genetic-Based Ensemble Learning Applied to Imbalanced Data ClassificationJakub Klikowski, Pawel Ksieniewicz, Michal Wozniak 0001. 340-352 [doi]
- The Feasibility of Deep Learning Use for Adversarial Model Extraction in the Cybersecurity DomainMichal Choras, Marek Pawlicki, Rafal Kozik. 353-360 [doi]