Artificial Intelligence XXXV: 38th SGAI International Conference on Artificial Intelligence, AI 2018, Cambridge, UK, December 11–13, 2018, Proceedings

Front Matter ....Pages I-XIV
Front Matter ....Pages 1-2
 Secure Third Party Data Clustering Using \(\varPhi \) Data: Multi-User Order Preserving Encryption and Super Secure Chain Distance Matrices (Best Technical Paper)  (Nawal Almutairi, Frans Coenen, Keith Dures)....Pages 3-17
Front Matter ....Pages 19-19
 Implementing Rules with Artificial Neurons  (Christian Huyck, Dainius Kreivenas)....Pages 21-33
 Informed Pair Selection for Self-paced Metric Learning in Siamese Neural Networks  (Kyle Martin, Nirmalie Wiratunga, Stewart Massie, Jérémie Clos)....Pages 34-49
 A Brain-Inspired Cognitive System that Mimics the Dynamics of Human Thought  (Yuehu Ji, David Gamez, Christian Huyck)....Pages 50-62
 Enhancing Human Decision Making for Workforce Optimisation Using a Stacked Auto Encoder Based Hybrid Genetic Algorithm  (R. Chimatapu, H. Hagras, A. J. Starkey, G. Owusu)....Pages 63-75
Front Matter ....Pages 77-77
 A Versatile Executive Based on T-REX for Any Robotic Domain  (Fernando Ropero, Pablo Muñoz, María D. R-Moreno)....Pages 79-91
 Tuning the Discount Factor in Order to Reach Average Optimality on Deterministic MDPs  (Filipo Studzinski Perotto, Laurent Vercouter)....Pages 92-105
 A Strategical Path Planner for UGV-UAV Cooperation in Mars Terrains  (Fernando Ropero, Pablo Muñoz, María D. R-Moreno)....Pages 106-118
Front Matter ....Pages 119-119
 GEP-Based Ensemble Classifier with Drift-Detection  (Joanna Jȩdrzejowicz, Piotr Jȩdrzejowicz)....Pages 121-131
 Dynamic Process Workflow Routing Using Deep Learning  (Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis)....Pages 132-142
 The Dreaming Variational Autoencoder for Reinforcement Learning Environments  (Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo)....Pages 143-155
Front Matter ....Pages 157-157
 Abnormality Detection in the Cloud Using Correlated Performance Metrics  (Sally McClean, Naveed Khan, Adam Currie, Kashaf Khan)....Pages 159-164
 Directed Recursion Search: A Directed DFS for Online Pathfinding in Random Grid-Based Environments  (Paul M. Roberts)....Pages 165-170
 Modelling Trust Between Users and AI  (Simon Thompson)....Pages 171-176
 Multi-criteria Decision Making with Existential Rules Using Repair Techniques  (Nikos Karanikolas, Madalina Croitoru, Pierre Bisquert, Christos Kaklamanis, Rallou Thomopoulos, Bruno Yun)....Pages 177-183
 GramError: A Quality Metric for Machine Generated Songs  (Craig Davies, Nirmalie Wiratunga, Kyle Martin)....Pages 184-190
 Computational Complexity Analysis of Decision Tree Algorithms  (Habiba Muhammad Sani, Ci Lei, Daniel Neagu)....Pages 191-197
 Forecasting Student’s Preference in E-learning Systems  (Paulo Novais, Filipe Gonçalves, Dalila Durães)....Pages 198-203
 Human Motion Recognition Using 3D-Skeleton-Data and Neural Networks  (Jan P. Vox, Frank Wallhoff)....Pages 204-209
 Autonomous Swarm Agents Using Case-Based Reasoning  (Daniel O’Connor, Stelios Kapetanakis, Georgios Samakovitis, Michael Floyd, Santiago Ontañon, Miltos Petridis)....Pages 210-216
Front Matter ....Pages 217-218
 Beat the Bookmaker – Winning Football Bets with Machine Learning (Best Application Paper)  (Johannes Stübinger, Julian Knoll)....Pages 219-233
Front Matter ....Pages 235-235
 Rule-Mining and Clustering in Business Process Analysis  (Paul N. Taylor, Stephanie Kiss)....Pages 237-249
 Machine Learning in Control Systems: An Overview of the State of the Art  (Signe Moe, Anne Marthine Rustad, Kristian G. Hanssen)....Pages 250-265
 Predicting Fluid Work Demand in Service Organizations Using AI Techniques  (Sara AlShizawi, Siddhartha Shakya, Andrzej Stefan Sluzek, Russell Ainslie, Gilbert Owusu)....Pages 266-276
 Workforce Rostering via Metaheuristics  (Mary Dimitropoulaki, Mathias Kern, Gilbert Owusu, Alistair McCormick)....Pages 277-290
Front Matter ....Pages 291-291
 Incorporating Risk in Field Services Operational Planning Process  (Chenlu Ji, Rupal Mandania, Jiyin Liu, Anne Liret, Mathias Kern)....Pages 293-307
Front Matter ....Pages 309-309
 Risk Information Recommendation for Engineering Workers  (Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern)....Pages 311-325
 Generalised Decision Level Ensemble Method for Classifying Multi-media Data  (Saleh Alyahyan, Wenjia Wang)....Pages 326-339
Front Matter ....Pages 341-341
 Spotting Earnings Manipulation: Using Machine Learning for Financial Fraud Detection  (Kumar Rahul, Nandini Seth, U. Dinesh Kumar)....Pages 343-356
 Context Extraction for Aspect-Based Sentiment Analytics: Combining Syntactic, Lexical and Sentiment Knowledge  (Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Rushi Luhar)....Pages 357-371
 Confidence in Random Forest for Performance Optimization  (Kennedy Senagi, Nicolas Jouandeau)....Pages 372-386
Front Matter ....Pages 387-387
 Designing a Website Using a Genetic Algorithm  (Lukas Günthermann, John Kingston)....Pages 389-402
 Regulated Information Sharing and Pattern Recognition for Smart Cities  (John K. C. Kingston)....Pages 403-415
 A Middleware to Link Lego Mindstorms Robots with 4th Generation Language Software NetLogo  (Syed K. Aslam, William J. Faithful, William J. Teahan)....Pages 416-430
Front Matter ....Pages 431-431
 A Holistic Metric Approach to Solving the Dynamic Location-Allocation Problem  (Reginald Ankrah, Benjamin Lacroix, John McCall, Andrew Hardwick, Anthony Conway)....Pages 433-439
 Identifying Variables to Define Innovator Group in the Healthy Food Industry: A Fuzzy Approach  (Pooja Mohanty, Nuria Agell Jane, Monica Casabayo Bonas)....Pages 440-445
 Business Process Workflow Mining Using Machine Learning Techniques for the Rail Transport Industry  (Eleftherios Bandis, Miltos Petridis, Stelios Kapetanakis)....Pages 446-451
Back Matter ....Pages 453-454