Artificial Intelligence XXXIV: 37th SGAI International Conference on Artificial Intelligence, AI 2017, Cambridge, UK, December 12-14, 2017, Proceedings

Front Matter ....Pages I-XIV
Front Matter ....Pages 1-2
 Using Constraint Satisfaction Problem Solving to Enable Workflow Flexibility by Deviation (Best Technical Paper)  (Lisa Grumbach, Ralph Bergmann)....Pages 3-17
Front Matter ....Pages 19-19
 Masked Conditional Neural Networks for Environmental Sound Classification  (Fady Medhat, David Chesmore, John Robinson)....Pages 21-33
 Ensembles of Recurrent Neural Networks for Robust Time Series Forecasting  (Sascha Krstanovic, Heiko Paulheim)....Pages 34-46
 A Blackboard Based Hybrid Multi-Agent System for Improving Classification Accuracy Using Reinforcement Learning Techniques  (Vasileios Manousakis Kokorakis, Miltos Petridis, Stelios Kapetanakis)....Pages 47-57
Front Matter ....Pages 59-59
 Programming Without Program or How to Program in Natural Language Utterances  (Martin J. Wheatman)....Pages 61-71
 Capturing the Dynamics of Cellular Automata, for the Generation of Synthetic Persian Music, Using Conditional Restricted Boltzmann Machines  (Sahar Arshi, Darryl N. Davis)....Pages 72-86
 Measuring Relations Between Concepts in Conceptual Spaces  (Lucas Bechberger, Kai-Uwe Kühnberger)....Pages 87-100
 Towards a Deep Reinforcement Learning Approach for Tower Line Wars  (Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo)....Pages 101-114
 Improving Modular Classification Rule Induction with G-Prism Using Dynamic Rule Term Boundaries  (Manal Almutairi, Frederic Stahl, Max Bramer)....Pages 115-128
Front Matter ....Pages 129-129
 Inference and Discovery in Remote Sensing Data with Features Extracted Using Deep Networks  (Isabel Sargent, Jonathon Hare, David Young, Olivia Wilson, Charis Doidge, David Holland et al.)....Pages 131-136
 Quantization Error-Based Regularization in Neural Networks  (Kazutoshi Hirose, Kota Ando, Kodai Ueyoshi, Masayuki Ikebe, Tetsuya Asai, Masato Motomura et al.)....Pages 137-142
 Knowledge Transfer in Neural Language Models  (Peter John Hampton, Hui Wang, Zhiwei Lin)....Pages 143-148
 Emotion Recognition in Text Using PPM  (Amer Almahdawi, William John Teahan)....Pages 149-155
 An Experimental Comparison of Ensemble Classifiers for Evolving Data Streams  (Ahmad Idris Tambuwal, Daniel Neagu, Marian Gheorghe)....Pages 156-162
 A Learning Automata Local Contribution Sampling Applied to Hydropower Production Optimisation  (Jahn Thomas Fidje, Christian Kråkevik Haraldseid, Ole-Christoffer Granmo, Morten Goodwin, Bernt Viggo Matheussen)....Pages 163-168
 Toward Component-Based Self-Adaptive Multi-Strategic Pedagogical Agents  (Soufiane Boulehouache, Ramdane Maamri, Zaidi Sahnoun)....Pages 169-174
Front Matter ....Pages 175-176
 Cable Belief Networks (Best Application Paper)  (Andrew Ferguson, Simon Thompson)....Pages 177-189
Front Matter ....Pages 191-191
 Towards the Integration of Prescription Analytics into Health Policy and General Practice  (Brian Cleland, Jonathan Wallace, Raymond Bond, Michaela Black, Maurice Mulvenna, Deborah Rankin et al.)....Pages 193-206
 An Ontology to Support Knowledge Management in Behaviour-Based Healthcare  (John Kingston, Nathaniel Charlton)....Pages 207-216
 Using Semantic Web Technologies to Underpin the SNOMED CT Query Language  (Mercedes Arguello Casteleiro, Dmitry Tsarkov, Bijan Parsia, Ulrike Sattler)....Pages 217-231
Front Matter ....Pages 233-233
 Feature Level Ensemble Method for Classifying Multi-media Data  (Saleh Alyahyan, Wenjia Wang)....Pages 235-249
 Reliability Based Bayesian Inference for Probabilistic Classification: An Overview of Sampling Schemes  (P. G. Byrnes, F. A. DiazDelaO)....Pages 250-263
 Algorithms and Architecture for Real-Time Recommendations at News UK  (Dion Bailey, Tom Pajak, Daoud Clarke, Carlos Rodriguez)....Pages 264-277
 Customer Contact Journey Prediction  (Paul N. Taylor)....Pages 278-290
Front Matter ....Pages 291-291
 A Better Predictor of Marathon Race Times Based on Neural Networks  (Dimitris C. Dracopoulos)....Pages 293-299
 Fuzzy Logic Based Personalized Task Recommendation System for Field Services  (Ahmed Mohamed, Aysenur Bilgin, Anne Liret, Gilbert Owusu)....Pages 300-312
 Application of Neural Network in Modeling Commuter Choice Behavior with a Novel Fuzzy Access Measure  (Dewal Mishra, A. K. Sarkar)....Pages 313-321
Front Matter ....Pages 323-323
 Predicting Fraud in Mobile Money Transfer Using Case-Based Reasoning  (Adeyinka Adedoyin, Stelios Kapetanakis, Georgios Samakovitis, Miltos Petridis)....Pages 325-337
 Predicting Dust Storms Using Hybrid Intelligence System  (Tariq Saad Al Murayziq, Stelios Kapetanakis, Miltos Petridis)....Pages 338-351
Front Matter ....Pages 353-353
 Decision Support System for Green Real-Life Field Scheduling Problems  (Yizi Zhou, Anne Liret, Jiyin Liu, Emmanuel Ferreyra, Rupal Rana, Mathias Kern)....Pages 355-369
 Multi-label Classification of Movie Posters into Genres with Rakel Ensemble Method  (Marina Ivasic-Kos, Miran Pobar)....Pages 370-383
 Parameter Search for a Small Swarm of AUVs Using Particle Swarm Optimisation  (Christoph Tholen, Lars Nolle)....Pages 384-396
Front Matter ....Pages 397-397
 Deep Learning for Classification of Bi-Lingual Ads in Online Classifieds  (Axel Tidemann)....Pages 399-404
 Enhancing Symmetry in GAN Generated Fashion Images  (Vishnu Makkapati, Arun Patro)....Pages 405-410
 Predicting Service Levels Using Neural Networks  (Russell Ainslie, John McCall, Sid Shakya, Gilbert Owusu)....Pages 411-416
 Using Machine Learning for Dynamic Multicast Capacity Planning  (Vidhyalakshmi Karthikeyan, Detlef D. Nauck, Miguel Rio)....Pages 417-422
 Asynchronous Population-Based Hill Climbing Applied to SPICE Model Generation from EM Simulation Data  (Lars Nolle, Jens Werner)....Pages 423-428
Back Matter ....Pages 429-430