The Specialist Group on Artificial Intelligence
AI-2020: The Fortieth SGAI International Conference
8th-9th and 15th-17th December 2020

Papers Accepted for the Application Stream

Best Application Paper

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

Best Student Application Paper

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)

A1: 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)

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)

A2: 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)

A3: 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)

The Specialist Group on Artificial Intelligence
AI-2020: The Fortieth SGAI International Conference
8th-9th and 15th-17th December 2020