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ORCID40th SGAI Conf. 2020: Cambridge, UK
- Max Bramer, Richard Ellis:
Artificial Intelligence XXXVII - 40th SGAI International Conference on Artificial Intelligence, AI 2020, Cambridge, UK, December 15-17, 2020, Proceedings. Lecture Notes in Computer Science 12498, Springer 2020, ISBN 978-3-030-63798-9
Technical Papers
- Omar Zammit
, Serengul Smith, David Windridge, Clifford De Raffaele:
Exposing Students to New Terminologies While Collecting Browsing Search Data (Best Technical Paper). 3-17
Neural Nets and Knowledge Management
- Fabian Hoitsma, Andreas Knoben, Maikel León Espinosa, Gonzalo Nápoles:
Symbolic Explanation Module for Fuzzy Cognitive Map-Based Reasoning Models. 21-34 - Yu An, Qing Ye, Jiulin Guo, Ruihai Dong:
Overlap Training to Mitigate Inconsistencies Caused by Image Tiling in CNNs. 35-48 - Marius Urbonas, Alan Bundy, Juan Casanova, Xue Li:
The Use of Max-Sat for Optimal Choice of Automated Theory Repairs. 49-63
Machine Learning
- Rupsa Saha, Ole-Christoffer Granmo, Morten Goodwin:
Mining Interpretable Rules for Sentiment and Semantic Relation Analysis Using Tsetlin Machines. 67-78 - Anjana Wijekoon, Nirmalie Wiratunga:
Personalised Meta-Learning for Human Activity Recognition with Few-Data. 79-93 - Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo:
CostNet: An End-to-End Framework for Goal-Directed Reinforcement Learning. 94-107 - Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Alex Yakovlev, Adrian Wheeldon, Jie Lei, Morten Goodwin:
A Novel Multi-step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning. 108-122 - Pablo Rivas-Perea:
Accelerating the Training of an LP-SVR Over Large Datasets. 123-136
Short Technical Stream Papers
- Christian R. Huyck:
Learning Categories with Spiking Nets and Spike Timing Dependent Plasticity. 139-144 - Thakolpat Khampuengson, Anthony J. Bagnall, Wenjia Wang:
Developing Ensemble Methods for Detecting Anomalies in Water Level Data. 145-151 - Michael S. Gibson:
Detecting Node Behaviour Changes in Subgraphs. 152-158 - Enrico Lopedoto, Tillman Weyde:
ReLEx: Regularisation for Linear Extrapolation in Neural Networks with Rectified Linear Units. 159-165
Application Papers
- Darren M. Chitty:
Partial-ACO Mutation Strategies to Scale-Up Fleet Optimisation and Improve Air Quality (Best Application Paper). 169-184
Industrial Applications
- Christian Pérez, Miguel A. Salido, David Gurrea:
A Metaheuristic Search Technique for Solving the Warehouse Stock Management Problem and the Routing Problem in a Real Company. 187-201 - Yolandi Le Roux, Jacomine Grobler:
Investigating the Use of Machine Learning for South African Edible Garnish Yield Prediction. 202-214 - Iker Esnaola-Gonzalez:
Semantic Technologies Towards Accountable Artificial Intelligence: A Poultry Chain Management Use Case. 215-226 - Meritxell Gómez-Omella, Iker Esnaola-Gonzalez, Susana Ferreiro:
Short-Term Forecasting Methodology for Energy Demand in Residential Buildings and the Impact of the COVID-19 Pandemic on Forecasts. 227-240 - Nyiko Cecil Musisinyani, Jacomine Grobler, Mardé Helbig:
Weather Downtime Prediction in a South African Port Environment. 241-255
Advances in Applied AI
- Colin G. Johnson:
Software Fault Localisation via Probabilistic Modelling. 259-272 - Mohammed Alshehri, Frans Coenen, Keith Dures:
Candidates Reduction and Enhanced Sub-Sequence-Based Dynamic Time Warping: A Hybrid Approach. 273-285 - Akinola Ogunsemi, John A. W. McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu:
Ensemble-Based Relationship Discovery in Relational Databases. 286-300 - Vince Antal, Tamás Gábor Farkas, Alex Kiss, Miklós Miskolczi, László Z. Varga:
Intention-Aware Model to Support Agent Deliberation in a Large-Scale Dynamic Multi-Agent Application. 301-314
Medical and Legal Applications
- Filipo Studzinski Perotto, Nicolas Verstaevel, Imen Trabelsi, Laurent Vercouter:
Combining Bandits and Lexical Analysis for Document Retrieval in a Juridical Corpora. 317-330 - Omar Elnaggar, Frans Coenen, Paolo Paoletti:
In-Bed Human Pose Classification Using Sparse Inertial Signals. 331-344 - Iqra Muhammad, Danushka Bollegala, Frans Coenen, Carrol Gamble, Anna Kearney, Paula Williamson:
Maintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience. 345-357 - Irene Li, Yixin Li, Tianxiao Li, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Toyotaro Suzumura:
What Are We Depressed About When We Talk About COVID-19: Mental Health Analysis on Tweets Using Natural Language Processing. 358-370
Short Application Stream Papers
- Naif Alotaibi, Mike Joy:
Using Sentence Embedding for Cross-Language Plagiarism Detection. 373-379 - Shyam Zacharia:
Leveraging Anomaly Detection for Proactive Application Monitoring. 380-385 - Simon Llewellyn, Christopher L. Simons, Jim Smith:
Using Active Learning to Understand the Videoconference Experience: A Case Study. 386-392 - Nouf Alkaabi, Siddhartha Shakya, Adriana Gabor, Andrzej Stefan Sluzek, Beum-Seuk Lee, Gilbert Owusu:
An Application of EDA and GA for Permutation Based Spare Part Allocation Problem. 393-399 - Collette Curry, James D. O'Shea, Keeley A. Crockett:
Do You Remember Me? Betty the Conversational Agent. 400-404
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