The Specialist Group on Artificial Intelligence
AI-2018: The Thirty-eighth SGAI International Conference
Cambridge, UK, 11th-13th December 2018

Papers Accepted for the Technical Stream

Full Papers

Best Technical Paper

Secure Third Party Data Clustering Using Φ Data: Multi-User Order Preserving Encryption and Super Secure Chain Distance Matrices
Nawal Almutairi (University of Liverpool, UK, and King Saud University, Saudi Arabia), Frans Coenen and Keith Dures (University of Liverpool, UK)

Best Student Technical Paper

The Dreaming Variational Autoencoder for Reinforcement Learning Environments
Per-Arne Andersen, Morten Goodwin, and Ole-Christoffer Granmo (University of Agder, Norway)

T1: Neural Networks

Implementing Rules with Artificial Neurons
Christian Huyck and Dainius Kreivenas (Middlesex University, UK)

Informed Pair Selection for Self-Paced Metric Learning in Siamese Neural Networks
K. Martin, N. Wiratunga, S. Massie and J. Clos (Robert Gordon University, UK)

A Brain-inspired Cognitive System that Mimics the Dynamics of Human Thought
Y. Ji, D. Gamez, C. Huyck (Middlesex University, UK)

Enhancing Human Decision Making for Workforce Optimisation Using A Stacked Auto Encoder Based Hybrid Genetic Algorithm
R. Chimatapu and H. Hagras (University of Essex, UK), A.J. Starkey and G. Owusu (British Telecom, UK)

T2: Planning and Scheduling

A Versatile Executive Based On T-REX For Any Robotic Domain
F.Ropero, P.Muñoz and María D.R-Moreno (University of Alcalá, Spain)

Tuning the discount factor in order to reach average optimality on deterministic MDPs
F.S.Perotto and L.Vercouter (LITIS, INSA, Normandy University, France)

A Strategical Path Planner for UGV-UAV Cooperation in Mars Terrains
F.Ropero, P.Munoz and María D.R-Moreno (University of Alcalá, Spain)

T3: Machine Learning

GEP-based ensemble classifier with drift-detection
J. Jedrzejowicz (University of Gdansk, Poland) P.Jedrzejowicz (Gdynia Maritime University, Poland)

Dynamic process workflow routing using Deep Learning
K. Amin (German Research Center for AI, Germany), S. Kapetanakis (University of Brighton, UK), K.D. Dieter Althoff and A. Dengel (German Research Center for AI, Germany), M. Petridis (Middlesex University, UK)

Technical Steam Posters

Abnormality detection in the cloud using correlated performance metrics
S.McClean, N.Khan and A.Currie (Ulster University, UK), K.Khan (BT Innovate and Design, UK)

Directed Recursion Search: A directed DFS for online pathfinding in random grid-based environments
Paul M. Roberts (Staffordshire University, UK)

Modelling Trust Between Users and AI
Simon G. Thompson (BT Research, UK)

Multi-Criteria Decision Making with Existential Rules using Repair Techniques
N.Karanikolas (University of Patras), M.Croitoru (University of Montpellier), P.Bisquert (INRIA GraphIK, France), C.Kaklamanis (University of Patras, Greece), R.Thomopoulos (INRIA GraphIK, France), and B.Yun (University of Montpellier, France)

GramError: A Quality Metric for Machine Generated Songs
C.Davies, N.Wiratunga and K.Martin (Robert Gordon University, UK)

Computational Complexity Analysis of Decision Tree Algorithms
H.M. Sani, C.Lei, and D.Neagu (University of Bradford, UK)

Forecasting Student`s Preference in E-learning Systems
Paulo Novais, Filipe Gonçalves (University of Minho, Portugal), Dalila Durães (Technical University of Madrid, Spain)

Human Motion Recognition using 3D-Skeleton-Data and Neural Networks
Jan P. Vox, Frank Wallhoff (Jade University of Applied Sciences, Germany)

Autonomous Swarm Agents using Case-based Reasoning
D.O’Connor (Keble College, UK), S.Kapetanakis (University of Brighton, UK), G.Samakovitis (University of Greenwich, UK), M.Floyd (Knexus Research, US), S.Ontañon (Drexel University, US), M.Petridis (Middlesex University, UK)

The Specialist Group on Artificial Intelligence
AI-2018: The Thirty-eighth SGAI International Conference
Cambridge, UK, 11th-13th December 2018