Accepted Refereed Papers

Best Technical Paper

Exposing Students to New Terminologies While Collecting Browsing Search Data
O. Zammit (Middlesex University Malta, Pembroke, Malta), S. Smith and D. Windridge (Middlesex University, London, UK), C. De Raffaele (Middlesex University Malta, Pembroke, Malta)

Neural Nets and Knowledge Management

Symbolic Explanation Module for Fuzzy Cognitive Map-based Reasoning Models
Fabian Hoitsma and Andreas Knoben (Tilburg University, The Netherlands), Maikel Leon Espinosa (University of Miami, USA), Gonzalo Nápoles (Tilburg University, The Netherlands)

Overlap Training to Mitigate Inconsistencies Caused by Image Tiling in CNNs
Y. An and R. Dong (University College Dublin, Ireland), Q. Ye (China University of Geosciences, Wuhan, China), J. Guo (C&C Reservoirs, Reading, UK)

The Use of Max-Sat for Optimal Choice of Automated Theory Repairs
Marius Urbonas, Alan Bundy, Juan Casanova and Xue Li (University of Edinburgh, UK)

Machine Learning

Mining Interpretable Rules for Sentiment and Semantic Relation Analysis using Tsetlin Machines
Rupsa Saha, Ole-Christoffer Granmo and Morten Goodwin (University of Agder, Grimstad, Norway)

Personalised Meta-Learning for Human Activity Recognition with Few-data
A. Wijekoon and N. Wiratunga (Robert Gordon University, Aberdeen, UK)

CostNet: An End-to-End Framework for Goal-Directed Reinforcement Learning
Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo (University of Agder, Grimstad, Norway)

A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning
K. Darshana Abeyrathna and Ole-Christoffer Granmo (University of Agder, Grimstad, Norway), Rishad Shafik, Alex Yakovlev, Adrian Wheeldon, and Jie Lei (Newcastle University, UK), Morten Goodwin (University of Agder, Grimstad, Norway)

Accelerating the Training of an LP-SVR over Large Datasets
Pablo Rivas (Baylor University, USA)

Short Technical Stream Papers

Learning Categories with Spiking Nets and Spike Timing Dependent Plasticity
Christian R. Huyck (Middlesex University, London, UK)

Developing Ensemble Methods for Detecting Anomalies in Water Level Data
T. Khampuengson, A. Bagnall, W. Wang (University of East Anglia, UK)

Detecting Node Behaviour Changes in Subgraphs
Michael S. Gibson (BT Applied Research, UK)

ReLEx: Regularisation for Linear Extrapolation in Neural Networks with Rectified Linear Units
Enrico Lopedoto, Tillman Weyde (City, University of London, UK)

Best Application Paper

Partial-ACO Mutation Strategies to Scale-up Fleet Optimisation and Improve Air Quality
Darren M. Chitty (Aston University, UK)

Industrial Applications

A Metaheuristic Search Technique for Solving the Warehouse Stock Management Problem and the Routing Problem in a Real Company
C. Perez, M. Salido, D. Gurrea (Universitat Politecnica de Valencia, Spain)

Investigating the Use of Machine Learning for South African Edible Garnish Yield Prediction
Yolandi Le Roux (University of Pretoria, South Africa), Jacomine Grobler (Stellenbosch University, South Africa)

Semantic Technologies Towards Accountable Artificial Intelligence: A Poultry Chain Management Use Case
Iker Esnaola-Gonzalez (TEKNIKER, Basque Research and Technology Alliance, Spain)

Short-term Forecasting Methodology for Energy Demand in Residential Buildings and the Impact of the COVID-19 Pandemic on Forecasts
Meritxell Gomez-Omella (TEKNIKER, Basque Research and Technology Alliance and University of the Basque Country, Spain), Iker Esnaola-Gonzalez and Susana Ferreiro (TEKNIKER, Basque Research and Technology Alliance, Spain)

Weather Downtime Prediction in a South African Port Environment
N. C. Musisinyani (University of Pretoria, South Africa), J. Grobler (Stellenbosch University, South Africa), M. Helbig (Griffith University, Southport, Australia)

Advances in Applied AI

Software Fault Localisation via Probabilistic Modelling
C. G. Johnson (University of Nottingham, UK)

Candidates Reduction and Enhanced Sub-Sequence-Based Dynamic Time Warping: A Hybrid Approach
M. Alshehri (University of Liverpool, UK and King Khalid University, Saudi Arabia), F. Coenen and K. Dures (University of Liverpool, UK)

Ensemble-Based Relationship Discovery in Relational Databases
A. Ogunsemi and J. McCall (Robert Gordon University, UK), M. Kern (BT Applied Research, UK), B. Lacroix and D. Corsar (Robert Gordon University, UK), G. Owusu (BT Applied Research, UK)

Intention-Aware Model to Support Agent Deliberation in a Large-Scale Dynamic Multi-Agent Application
Vince Antal, Tamas Gabor Farkas, Alex Kiss, Miklos Miskolczi and Laszlo Z. Varga (ELTE Eotvos Lorand University, Budapest, Hungary)

Medical and Legal Applications

Combining Bandits and Lexical Analysis for Document Retrieval in a Juridical Corpora
F. Perotto and N. Verstaevel (Toulouse University, France), I. Trebelsi and L. Vercouter (Normandy University, Rouen, France)

In-Bed Human Pose Classification Using Sparse Inertial Signals
O. Elnaggar, P. Paoletti and F. Coenen (University of Liverpool, UK)

Maintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience
Iqra Muhammad, Danushka Bollegala, Frans Coenen, Carrol Gamble, Anna Kearney and Paula Williamson (University of Liverpool, UK)

What Are We Depressed About When We Talk About COVID-19: Mental Health Analysis on Tweets Using Natural Language Processing
Irene Li, Yixin Li and Tianxiao Li (Yale University, USA), Sergio Alvarez-Napagao, Dario Garcia-Gasulla and Toyotaro Suzumura (Barcelona Supercomputing Center, Spain)

Short Application Stream Papers

Using Sentence Embedding For Cross-Language Plagiarism Detection
N. Alotaibi and M. Joy (University of Warwick, UK)

Leveraging Anomaly Detection for Proactive Application Monitoring
Shyam Zacharia (British Telecom, India)

Using Active Learning to Understand the Videoconference Experience: A Case Study
S. Llewellyn (VQ Communications, Wiltshire, UK), C. Simons, J. Smith (University of the West of England, Bristol, UK)

An Application of EDA and GA for Permutation Based Spare Part Allocation Problem
N. Alkaabi, S. Shakya, A. Gabor and A. Sluzek (Khalifa University, UAE), B. Lee and G. Owusu (British Telecom, UK).

Do You Remember Me? Betty the Conversational Agent
C. Curry, J. D. O`Shea, K. Crockett (Manchester Metropolitan University, UK)