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[I]. Special Session on Fuzzy Systems and Intelligent Data Analysis: Computational Generalization in Taxonomies Applied to: (1) Analyze Tendencies of Research and (2) Extend User Audiences / Dmitry Frolov, Susana Nascimento, Trevor Fenner, Zina Taran, and Boris Mirkin
Unsupervised Initialization of Archetypal Analysis and Proportional Membership Fuzzy Clustering / Susana Nascimento and Nuno Madaleno.
[II]. Special Session on Machine Learning Towards Smarter Multimodal Systems: Multimodal Web Based Video Annotator with Real-Time Human Pose Estimation / Rui Rodrigues, Rui Neves Madeira, Nuno Correia, Carla Fernandes, and Sara Ribeiro
New Interfaces for Classifying Performance Gestures in Music / Chris Rhodes, Richard Allmendinger, and Ricardo Climent.
[III]. Special Session on Data Selection in Machine Learning: Classifying Ransomware Using Machine Learning Algorithms / Samuel Egunjobi, Simon Parkinson, and Andrew Crampton
Artificial Neural Networks in Mathematical Mini-Games for Automatic Students' Learning Styles Identification: A First Approach / Richard Torres-Molina, Jorge Banda-Almeida, and Lorena Guachi-Guachi
The Use of Unified Activity Records to Predict Requests Made by Applications for External Services / Maciej Grzenda, Robert Kunicki, and Jaroslaw Legierski
Fuzzy Clustering Approach to Data Selection for Computer Usage in Headache Disorders / Svetlana Simić, Ljiljana Radmilo, Dragan Simić, Svetislav D. Simić, and Antonio J. Tallón-Ballesteros
Multitemporal Aerial Image Registration Using Semantic Features / Ananya Gupta, Yao Peng, Simon Watson, and Hujun Yin.
[IV]. Special Session on Machine Learning in Healthcare: Brain Tumor Classification Using Principal Component Analysis and Kernel Support Vector Machine / Richard Torres-Molina, Carlos Bustamante-Orellana, Andrés Riofrío-Valdivieso, Francisco Quinga-Socasi, Robinson Guachi, and Lorena Guachi-Guachi
Modelling Survival by Machine Learning Methods in Liver Transplantation: Application to the UNOS Dataset / David Guijo-Rubio, Pedro J. Villalón-Vaquero, Pedro A. Gutiérrez, Maria Dolores Ayllón, Javier Briceño, and César Hervás-Martínez
Design and Development of an Automatic Blood Detection System for Capsule Endoscopy Images / Pedro Pons, Reinier Noorda, Andrea Nevárez, Adrián Colomer, Vicente Pons Beltrán, and Valery Naranjo
Comparative Analysis for Computer-Based Decision Support: Case Study of Knee Osteoarthritis / Philippa Grace McCabe, Ivan Olier, Sandra Ortega-Martorell, Ian Jarman, Vasilios Baltzopoulos, and Paulo Lisboa
A Clustering-Based Patient Grouper for Burn Care / Chimdimma Noelyn Onah, Richard Allmendinger, Julia Handl, Paraskevas Yiapanis, and Ken W. Dunn
A Comparative Assessment of Feed-Forward and Convolutional Neural Networks for the Classification of Prostate Lesions / Sabrina Marnell, Patrick Riley, Ivan Olier, Marc Rea, and Sandra Ortega-Martorell.
[V]. Special Session on Machine Learning in Automatic Control: A Method Based on Filter Bank Common Spatial Pattern for Multiclass Motor Imagery BCI / Ziqing Xia, Likun Xia, and Ming Ma
Safe Deep Neural Network-Driven Autonomous Vehicles Using Software Safety Cages / Sampo Kuutti, Richard Bowden, Harita Joshi, Robert de Temple, and Saber Fallah
Wave and Viscous Resistance Estimation by NN / D. Marón and M. Santos
Neural Controller of UAVs with Inertia Variations / J. Enrique Sierra-Garcia, Matilde Santos, and Juan G. Victores.
[VI]. Special Session on Finance and Data Mining: A Metric Framework for Quantifying Data Concentration / Peter Mitic
Adaptive Machine Learning-Based Stock Prediction Using Financial Time Series Technical Indicators / Ahmed K. Taha, Mohamed H. Kholief, and Walid AbdelMoez.
[VII]. Special Session on Knowledge Discovery from Data: Exploiting Online Newspaper Articles Metadata for Profiling City Areas / Livio Cascone, Pietro Ducange, and Francesco Marcelloni
Modelling the Social Interactions in Ant Colony Optimization / Nishant Gurrapadi, Lydia Taw, Mariana Macedo, Marcos Oliveira, Diego Pinheiro, Carmelo Bastos-Filho, and Ronaldo Menezes
An Innovative Deep-Learning Algorithm for Supporting the Approximate Classification of Workloads in Big Data Environments / Alfredo Cuzzocrea, Enzo Mumolo, Carson K. Leung, and Giorgio Mario Grasso
Control-Flow Business Process Summarization via Activity Contraction / Valeria Fionda and Gianluigi Greco
Classifying Flies Based on Reconstructed Audio Signals / Michael Flynn and Anthony Bagnall
Studying the Evolution of the 'Circular Economy' Concept Using Topic Modelling / Sampriti Mahanty, Frank Boons, Julia Handl, and Riza Batista-Navarro
Mining Frequent Distributions in Time Series / José Carlos Coutinho, João Mendes Moreira, and Cláudio Rebelo de Sá
Time Series Display for Knowledge Discovery on Selective Laser Melting Machines / Ramón Moreno, Juan Carlos Pereira, Alex López, Asif Mohammed, and Prasha Pahlevannejad.
[VIII]. Special Session on Machine Learning Algorithms for Hard Problems: Using Prior Knowledge to Facilitate Computational Reading of Arabic Calligraphy / Seetah ALSalamah, Riza Batista-Navarro, and Ross D. King
SMOTE Algorithm Variations in Balancing Data Streams / Bogdan Gulowaty and Paweł Ksieniewicz
Multi-class Text Complexity Evaluation via Deep Neural Networks / Alfredo Cuzzocrea, Giosué Lo Bosco, Giovanni Pilato, and Daniele Schicchi
Imbalance Reduction Techniques Applied to ECG Classification Problem / Jedrzej Kozal and Paweł Ksieniewicz
Machine Learning Methods for Fake News Classification / Paweł Ksieniewicz, Michał Choraś, Rafał Kozik, and Michał Woźniak
A Genetic-Based Ensemble Learning Applied to Imbalanced Data Classification / Jakub Klikowski, Paweł Ksieniewicz, and Michał Woźniak
The Feasibility of Deep Learning Use for Adversarial Model Extraction in the Cybersecurity Domain / Michał Choraś, Marek Pawlicki, and Rafał Kozik.
Unsupervised Initialization of Archetypal Analysis and Proportional Membership Fuzzy Clustering / Susana Nascimento and Nuno Madaleno.
[II]. Special Session on Machine Learning Towards Smarter Multimodal Systems: Multimodal Web Based Video Annotator with Real-Time Human Pose Estimation / Rui Rodrigues, Rui Neves Madeira, Nuno Correia, Carla Fernandes, and Sara Ribeiro
New Interfaces for Classifying Performance Gestures in Music / Chris Rhodes, Richard Allmendinger, and Ricardo Climent.
[III]. Special Session on Data Selection in Machine Learning: Classifying Ransomware Using Machine Learning Algorithms / Samuel Egunjobi, Simon Parkinson, and Andrew Crampton
Artificial Neural Networks in Mathematical Mini-Games for Automatic Students' Learning Styles Identification: A First Approach / Richard Torres-Molina, Jorge Banda-Almeida, and Lorena Guachi-Guachi
The Use of Unified Activity Records to Predict Requests Made by Applications for External Services / Maciej Grzenda, Robert Kunicki, and Jaroslaw Legierski
Fuzzy Clustering Approach to Data Selection for Computer Usage in Headache Disorders / Svetlana Simić, Ljiljana Radmilo, Dragan Simić, Svetislav D. Simić, and Antonio J. Tallón-Ballesteros
Multitemporal Aerial Image Registration Using Semantic Features / Ananya Gupta, Yao Peng, Simon Watson, and Hujun Yin.
[IV]. Special Session on Machine Learning in Healthcare: Brain Tumor Classification Using Principal Component Analysis and Kernel Support Vector Machine / Richard Torres-Molina, Carlos Bustamante-Orellana, Andrés Riofrío-Valdivieso, Francisco Quinga-Socasi, Robinson Guachi, and Lorena Guachi-Guachi
Modelling Survival by Machine Learning Methods in Liver Transplantation: Application to the UNOS Dataset / David Guijo-Rubio, Pedro J. Villalón-Vaquero, Pedro A. Gutiérrez, Maria Dolores Ayllón, Javier Briceño, and César Hervás-Martínez
Design and Development of an Automatic Blood Detection System for Capsule Endoscopy Images / Pedro Pons, Reinier Noorda, Andrea Nevárez, Adrián Colomer, Vicente Pons Beltrán, and Valery Naranjo
Comparative Analysis for Computer-Based Decision Support: Case Study of Knee Osteoarthritis / Philippa Grace McCabe, Ivan Olier, Sandra Ortega-Martorell, Ian Jarman, Vasilios Baltzopoulos, and Paulo Lisboa
A Clustering-Based Patient Grouper for Burn Care / Chimdimma Noelyn Onah, Richard Allmendinger, Julia Handl, Paraskevas Yiapanis, and Ken W. Dunn
A Comparative Assessment of Feed-Forward and Convolutional Neural Networks for the Classification of Prostate Lesions / Sabrina Marnell, Patrick Riley, Ivan Olier, Marc Rea, and Sandra Ortega-Martorell.
[V]. Special Session on Machine Learning in Automatic Control: A Method Based on Filter Bank Common Spatial Pattern for Multiclass Motor Imagery BCI / Ziqing Xia, Likun Xia, and Ming Ma
Safe Deep Neural Network-Driven Autonomous Vehicles Using Software Safety Cages / Sampo Kuutti, Richard Bowden, Harita Joshi, Robert de Temple, and Saber Fallah
Wave and Viscous Resistance Estimation by NN / D. Marón and M. Santos
Neural Controller of UAVs with Inertia Variations / J. Enrique Sierra-Garcia, Matilde Santos, and Juan G. Victores.
[VI]. Special Session on Finance and Data Mining: A Metric Framework for Quantifying Data Concentration / Peter Mitic
Adaptive Machine Learning-Based Stock Prediction Using Financial Time Series Technical Indicators / Ahmed K. Taha, Mohamed H. Kholief, and Walid AbdelMoez.
[VII]. Special Session on Knowledge Discovery from Data: Exploiting Online Newspaper Articles Metadata for Profiling City Areas / Livio Cascone, Pietro Ducange, and Francesco Marcelloni
Modelling the Social Interactions in Ant Colony Optimization / Nishant Gurrapadi, Lydia Taw, Mariana Macedo, Marcos Oliveira, Diego Pinheiro, Carmelo Bastos-Filho, and Ronaldo Menezes
An Innovative Deep-Learning Algorithm for Supporting the Approximate Classification of Workloads in Big Data Environments / Alfredo Cuzzocrea, Enzo Mumolo, Carson K. Leung, and Giorgio Mario Grasso
Control-Flow Business Process Summarization via Activity Contraction / Valeria Fionda and Gianluigi Greco
Classifying Flies Based on Reconstructed Audio Signals / Michael Flynn and Anthony Bagnall
Studying the Evolution of the 'Circular Economy' Concept Using Topic Modelling / Sampriti Mahanty, Frank Boons, Julia Handl, and Riza Batista-Navarro
Mining Frequent Distributions in Time Series / José Carlos Coutinho, João Mendes Moreira, and Cláudio Rebelo de Sá
Time Series Display for Knowledge Discovery on Selective Laser Melting Machines / Ramón Moreno, Juan Carlos Pereira, Alex López, Asif Mohammed, and Prasha Pahlevannejad.
[VIII]. Special Session on Machine Learning Algorithms for Hard Problems: Using Prior Knowledge to Facilitate Computational Reading of Arabic Calligraphy / Seetah ALSalamah, Riza Batista-Navarro, and Ross D. King
SMOTE Algorithm Variations in Balancing Data Streams / Bogdan Gulowaty and Paweł Ksieniewicz
Multi-class Text Complexity Evaluation via Deep Neural Networks / Alfredo Cuzzocrea, Giosué Lo Bosco, Giovanni Pilato, and Daniele Schicchi
Imbalance Reduction Techniques Applied to ECG Classification Problem / Jedrzej Kozal and Paweł Ksieniewicz
Machine Learning Methods for Fake News Classification / Paweł Ksieniewicz, Michał Choraś, Rafał Kozik, and Michał Woźniak
A Genetic-Based Ensemble Learning Applied to Imbalanced Data Classification / Jakub Klikowski, Paweł Ksieniewicz, and Michał Woźniak
The Feasibility of Deep Learning Use for Adversarial Model Extraction in the Cybersecurity Domain / Michał Choraś, Marek Pawlicki, and Rafał Kozik.