Artificial Intelligence XXXVI: 39th SGAI International Conference on Artificial Intelligence, AI 2019, Cambridge, UK, December 17–19, 2019, Proceedings

Front Matter ....Pages i-xv
Front Matter ....Pages 1-1
 CascadeML: An Automatic Neural Network Architecture Evolution and Training Algorithm for Multi-label Classification (Best Technical Paper)  (Arjun Pakrashi, Brian Mac Namee)....Pages 3-17
Front Matter ....Pages 19-19
 Purity Filtering: An Instance Selection Method for Support Vector Machines  (David Morán-Pomés, Lluís A. Belanche-Muñoz)....Pages 21-35
 Towards Model-Based Reinforcement Learning for Industry-Near Environments  (Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo)....Pages 36-49
 Stepwise Evolutionary Learning Using Deep Learned Guidance Functions  (Colin G. Johnson)....Pages 50-62
 Monotonicity Detection and Enforcement in Longitudinal Classification  (Sergey Ovchinnik, Fernando E. B. Otero, Alex A. Freitas)....Pages 63-77
 Understanding Structure of Concurrent Actions  (Perusha Moodley, Benjamin Rosman, Xia Hong)....Pages 78-90
Front Matter ....Pages 91-91
 Demonstrating the Distinctions Between Persuasion and Deliberation Dialogues  (Yanko Kirchev, Katie Atkinson, Trevor Bench-Capon)....Pages 93-106
 Ontology-Driven, Adaptive, Medical Questionnaires for Patients with Mild Learning Disabilities  (Ryan Colin Gibson, Matt-Mouley Bouamrane, Mark D. Dunlop)....Pages 107-121
 Exposing Knowledge: Providing a Real-Time View of the Domain Under Study for Students  (Omar Zammit, Serengul Smith, Clifford De Raffaele, Miltos Petridis)....Pages 122-135
Front Matter ....Pages 137-137
 A General Approach to Exploit Model Predictive Control for Guiding Automated Planning Search in Hybrid Domains  (Faizan Bhatti, Diane Kitchin, Mauro Vallati)....Pages 139-145
 A Tsetlin Machine with Multigranular Clauses  (Saeed Rahimi Gorji, Ole-Christoffer Granmo, Adrian Phoulady, Morten Goodwin)....Pages 146-151
 Building Knowledge Intensive Architectures for Heterogeneous NLP Workflows  (Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Denge, Miltos Petridis)....Pages 152-157
 WVD: A New Synthetic Dataset for Video-Based Violence Detection  (Muhammad Shahroz Nadeem, Virginia N. L. Franqueira, Fatih Kurugollu, Xiaojun Zhai)....Pages 158-164
Front Matter ....Pages 165-165
 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)....Pages 167-179
Front Matter ....Pages 181-181
 Are You in Pain? Predicting Pain and Stiffness from Wearable Sensor Activity Data  (Niladri Sett, Brian Mac Namee, Francesc Calvo, Brian Caulfield, John Costello, Seamas C. Donnelly et al.)....Pages 183-197
 Motif Discovery in Long Time Series: Classifying Phonocardiograms  (Hajar Alhijailan, Frans Coenen)....Pages 198-212
 Exploring the Automatisation of Animal Health Surveillance Through Natural Language Processing  (Mercedes Arguello-Casteleiro, Philip H. Jones, Sara Robertson, Richard M. Irvine, Fin Twomey, Goran Nenadic)....Pages 213-226
Front Matter ....Pages 227-227
 GenMuse: An Evolutionary Creativity Enhancement Tool  (Massimo Salomoni, Jenny Carter)....Pages 229-240
 Evolutionary Art with an EEG Fitness Function  (Ingrid Nĕmečková, Carl James-Reynolds, Edward Currie)....Pages 241-252
 A Multi-objective Design of In-Building Distributed Antenna System Using Evolutionary Algorithms  (Khawla AlShanqiti, Kin Poon, Siddhartha Shakya, Andrei Sleptchenko, Anis Ouali)....Pages 253-266
Front Matter ....Pages 267-267
 Investigation of Machine Learning Techniques in Forecasting of Blood Pressure Time Series Data  (Shamsul Masum, John P. Chiverton, Ying Liu, Branislav Vuksanovic)....Pages 269-282
 Stock Index Forecasting Using Time Series Decomposition-Based and Machine Learning Models  (Dhanya Jothimani, Ayşe Başar)....Pages 283-292
 Effective Sub-Sequence-Based Dynamic Time Warping  (Mohammed Alshehri, Frans Coenen, Keith Dures)....Pages 293-305
Front Matter ....Pages 307-307
 Developing a Catalogue of Explainability Methods to Support Expert and Non-expert Users  (Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern)....Pages 309-324
 A Generic Model for End State Prediction of Business Processes Towards Target Compliance  (Naveed Khan, Zulfiqar Ali, Aftab Ali, Sally McClean, Darryl Charles, Paul Taylor et al.)....Pages 325-335
 An Investigation of the Accuracy of Real Time Speech Emotion Recognition  (Jeevan Singh Deusi, Elena Irena Popa)....Pages 336-349
 Contributing Features-Based Schemes for Software Defect Prediction  (Aftab Ali, Mamun Abu-Tair, Joost Noppen, Sally McClean, Zhiwei Lin, Ian McChesney)....Pages 350-361
 Induction Motor Inter-turn Short Circuit Fault Detection Using Efficient Feature Extraction for Machine Learning Based Fault Detectors  (Muhammad Mubashir Hussain, Tariq Jadoon, Mian M. Awais)....Pages 362-378
 Hybrid Feature Selection Method for Improving File Fragment Classification  (Alia Algurashi, Wenjia Wang)....Pages 379-391
 Optimization of Silicon Tandem Solar Cells Using Artificial Neural Networks  (Jatin Kumar Chaudhary, Jiaqing Liu, Jukka-Pekka Skön, Yen Wie Chen, Rajeev Kumar Kanth, Jukka Heikkonen)....Pages 392-403
 Stochastic Local Search Based Feature Selection for Intrusion Detection  (Dalila Boughaci)....Pages 404-417
Front Matter ....Pages 419-419
 Improving the Adaptation Process for a New Smart Home User  (S. M. Murad Ali, Juan Carlos Augusto, David Windridge)....Pages 421-434
Front Matter ....Pages 435-435
 Analysis of Electronic Health Records to Identify the Patient’s Treatment Lines: Challenges and Opportunities  (Marjan Najafabadipour, Juan Manuel Tuñas, Alejandro Rodríguez-González, Ernestina Menasalvas)....Pages 437-442
 Characterisation of VBM Algorithms for Processing of Medical MRI Images  (Martin Svejda, Roger Tait)....Pages 443-448
 Analogical News Angles from Text Similarity  (Bjørnar Tessem)....Pages 449-455
 Mindfulness Mirror  (C. James-Reynolds, Ed Currie)....Pages 456-461
 Predicting Bid Success with a Case-Based Reasoning Approach: Explainability and Business Acceptance  (Mathias Kern, Botond Virginas)....Pages 462-467
 Data Augmentation for Ambulatory EEG Based Cognitive State Taxonomy System with RNN-LSTM  (Sumanto Dutta, Anup Nandy)....Pages 468-473
 Time-Series-Based Classification of Financial Forecasting Discrepancies  (Ben Peachey Higdon, Karim El Mokhtari, Ayşe Başar)....Pages 474-479
 Predicting Soil pH by Using Nearest Fields  (Quoc Hung Ngo, Nhien-An Le-Khac, Tahar Kechadi)....Pages 480-486
 Information Retrieval for Evidence-Based Policy Making Applied to Lifelong Learning  (Jérémie Clos, Rong Qu, Jason Atkin)....Pages 487-493
 On Selection of Optimal Classifiers  (Omesaad Rado, Daniel Neagu)....Pages 494-499
Back Matter ....Pages 501-502