Table of Contents

• CascadeML: An Automatic Neural Network Architecture Evolution and Training Algorithm for Multi-label Classification (Best Technical Paper)Arjun Pakrashi, Brian Mac Namee. 3-17 [doi]
• Purity Filtering: An Instance Selection Method for Support Vector MachinesDavid Morán-Pomés, Lluís A. Belanche Muñoz. 21-35 [doi]
• Towards Model-Based Reinforcement Learning for Industry-Near EnvironmentsPer-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo. 36-49 [doi]
• Stepwise Evolutionary Learning Using Deep Learned Guidance FunctionsColin G. Johnson. 50-62 [doi]
• Monotonicity Detection and Enforcement in Longitudinal ClassificationSergey Ovchinnik, Fernando E. B. Otero, Alex Alves Freitas. 63-77 [doi]
• Understanding Structure of Concurrent ActionsPerusha Moodley, Benjamin Rosman, Xia Hong 0001. 78-90 [doi]
• Demonstrating the Distinctions Between Persuasion and Deliberation DialoguesYanko Kirchev, Katie Atkinson, Trevor J. M. Bench-Capon. 93-106 [doi]
• Ontology-Driven, Adaptive, Medical Questionnaires for Patients with Mild Learning DisabilitiesRyan Colin Gibson, Matt-Mouley Bouamrane, Mark D. Dunlop. 107-121 [doi]
• Exposing Knowledge: Providing a Real-Time View of the Domain Under Study for StudentsOmar Zammit, Serengul Smith, Clifford De Raffaele, Miltos Petridis. 122-135 [doi]
• A General Approach to Exploit Model Predictive Control for Guiding Automated Planning Search in Hybrid DomainsFaizan Bhatti, Diane E. Kitchin, Mauro Vallati. 139-145 [doi]
• A Tsetlin Machine with Multigranular ClausesSaeed Rahimi Gorji, Ole-Christoffer Granmo, Adrian Phoulady, Morten Goodwin. 146-151 [doi]
• Building Knowledge Intensive Architectures for Heterogeneous NLP WorkflowsKareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel 0001, Miltos Petridis. 152-157 [doi]
• WVD: A New Synthetic Dataset for Video-Based Violence DetectionMuhammad Shahroz Nadeem, Virginia N. L. Franqueira, Fatih Kurugollu, Xiaojun Zhai. 158-164 [doi]
• Evolving Prediction Models with Genetic Algorithm to Forecast Vehicle Volume in a Service Station (Best Application Paper)Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu. 167-179 [doi]
• Are You in Pain? Predicting Pain and Stiffness from Wearable Sensor Activity DataNiladri Sett, Brian Mac Namee, Francesc Calvo, Brian Caulfield 0001, John Costello, Seamas Donnelly, Jonas F. Dorn, Louis Jeay, Alison Keogh, Killian McManus, Ronan H. Mullan, Emer O'Hare, Caroline G. M. Perraudin. 183-197 [doi]
• Motif Discovery in Long Time Series: Classifying PhonocardiogramsHajar Al-Hujailan, Frans Coenen. 198-212 [doi]
• Exploring the Automatisation of Animal Health Surveillance Through Natural Language ProcessingMercedes Argüello Casteleiro, Phil H. Jones, Sara Robertson, Richard M. Irvine, Fin Twomey, Goran Nenadic. 213-226 [doi]
• GenMuse: An Evolutionary Creativity Enhancement ToolMassimo Salomoni, Jenny Carter. 229-240 [doi]
• Evolutionary Art with an EEG Fitness FunctionIngrid Nemecková, Carl James-Reynolds, Edward Currie. 241-252 [doi]
• A Multi-objective Design of In-Building Distributed Antenna System Using Evolutionary AlgorithmsKhawla AlShanqiti, Kin Fai Poon, Siddhartha Shakya, Andrei Sleptchenko, Anis Ouali. 253-266 [doi]
• Investigation of Machine Learning Techniques in Forecasting of Blood Pressure Time Series DataShamsul Masum, John P. Chiverton, Ying Liu, Branislav Vuksanovic. 269-282 [doi]
• Stock Index Forecasting Using Time Series Decomposition-Based and Machine Learning ModelsDhanya Jothimani, Ayse Basar. 283-292 [doi]
• Effective Sub-Sequence-Based Dynamic Time WarpingMohammed Alshehri, Frans Coenen, Keith Dures. 293-305 [doi]
• Developing a Catalogue of Explainability Methods to Support Expert and Non-expert UsersKyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern. 309-324 [doi]
• A Generic Model for End State Prediction of Business Processes Towards Target ComplianceNaveed Khan, Zulfiqar Ali, Aftab Ali, Sally I. McClean, Darryl Charles, Paul Taylor, Detlef Nauck. 325-335 [doi]
• An Investigation of the Accuracy of Real Time Speech Emotion RecognitionJeevan Singh Deusi, Elena Irena Popa. 336-349 [doi]
• Contributing Features-Based Schemes for Software Defect PredictionAftab Ali, Mamun I. Abu-Tair, Joost Noppen, Sally I. McClean, Zhiwei Lin 0002, Ian R. McChesney. 350-361 [doi]
• Induction Motor Inter-turn Short Circuit Fault Detection Using Efficient Feature Extraction for Machine Learning Based Fault DetectorsMuhammad Mubashir Hussain, Tariq Jadoon, Mian M. Awais. 362-378 [doi]
• Hybrid Feature Selection Method for Improving File Fragment ClassificationAlia Algurashi, Wenjia Wang. 379-391 [doi]
• Optimization of Silicon Tandem Solar Cells Using Artificial Neural NetworksJatin Kumar Chaudhary, Jiaqing Liu, Jukka-Pekka Skon, Yen-Wei Chen, Rajeev Kumar Kanth, Jukka Heikkonen. 392-403 [doi]
• Stochastic Local Search Based Feature Selection for Intrusion DetectionDalila Boughaci. 404-417 [doi]
• Improving the Adaptation Process for a New Smart Home UserS. M. Murad Ali, Juan Carlos Augusto, David Windridge. 421-434 [doi]
• Analysis of Electronic Health Records to Identify the Patient's Treatment Lines: Challenges and OpportunitiesMarjan Najafabadipour, Juan Manuel Tuñas, Alejandro Rodríguez González, Ernestina Menasalvas. 437-442 [doi]
• Characterisation of VBM Algorithms for Processing of Medical MRI ImagesMartin Svejda, Roger J. Tait. 443-448 [doi]
• Analogical News Angles from Text SimilarityBjørnar Tessem. 449-455 [doi]
• Mindfulness MirrorCarl James-Reynolds, Edward Currie. 456-461 [doi]
• Predicting Bid Success with a Case-Based Reasoning Approach: Explainability and Business AcceptanceMathias Kern, Botond Virginas. 462-467 [doi]
• Data Augmentation for Ambulatory EEG Based Cognitive State Taxonomy System with RNN-LSTMSumanto Dutta, Anup Nandy. 468-473 [doi]
• Time-Series-Based Classification of Financial Forecasting DiscrepanciesBen Peachey Higdon, Karim El Mokhtari, Ayse Basar. 474-479 [doi]
• Predicting Soil pH by Using Nearest FieldsQuoc-Hung Ngo, Nhien-An Le-Khac, M. Tahar Kechadi. 480-486 [doi]
• Information Retrieval for Evidence-Based Policy Making Applied to Lifelong LearningJérémie Clos, Rong Qu, Jason A. D. Atkin. 487-493 [doi]
• On Selection of Optimal ClassifiersOmesaad Rado, Daniel Neagu. 494-499 [doi]