Artificial Intelligence XXXVII: 40th Sgai International Conference on Artificial Intelligence, AI 2020, Cambridge, Uk, December 15-17, 2020, Proceedin

ISBN-13: 9783030637989 / Angielski / Miękka / 2020 / 406 str.

Max Bramer; Richard Ellis

Spis treści

Technical Papers.- Exposing Students to New Terminologies While Collecting Browsing Search Data.- Neural Nets and Knowledge Management.- Symbolic Explanation Module for Fuzzy Cognitive Map-based Reasoning Models.- Overlap Training to Mitigate Inconsistencies Caused by Image Tiling in CNNs.- The Use of Max-Sat for Optimal Choice of Automated Theory Repairs.- Machine Learning.- Mining Interpretable Rules for Sentiment and Semantic Relation Analysis using Tsetlin Machines.- Personalised Meta-Learning for Human Activity Recognition with Few-data.- CostNet: An End-to-End Framework for Goal-Directed Reinforcement Learning.- A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning.- Accelerating the Training of an LP-SVR over Large Datasets.- Short Technical Stream Papers.- Learning Categories with Spiking Nets and Spike Timing Dependent Plasticity.- Developing Ensemble Methods for Detecting Anomalies in Water Level Data.- Detecting Node Behaviour Changes in Subgraphs.- ReLEx: Regularisation for Linear Extrapolation in Neural Networks with Rectified Linear Units.- Application Papers.- Partial-ACO Mutation Strategies to Scale-up Fleet Optimisation and Improve Air Quality.- Industrial Applications.- A Metaheuristic Search Technique for Solving the Warehouse Stock Management Problem and the Routing Problem in a Real Company.- Investigating the Use of Machine Learning for South African Edible Garnish Yield Prediction.- Semantic Technologies Towards Accountable Artificial Intelligence: A Poultry Chain Management Use Case.- Short-term Forecasting Methodology for Energy Demand in Residential Buildings and the Impact of the COVID-19 Pandemic on Forecasts.- Weather Downtime Prediction in a South African Port Environment.- Advances in Applied AI.- Software Fault Localisation via Probabilistic Modelling.- Candidates Reduction and Enhanced Sub-Sequence-Based Dynamic Time Warping: A Hybrid Approach.- Ensemble-Based Relationship Discovery in Relational Databases.- Intention-Aware Model to Support Agent Deliberation in a Large-Scale  Dynamic Multi-Agent Application.- Medical and Legal Applications.- Combining Bandits and Lexical Analysis for Document Retrieval in a Juridical Corpora.- In-Bed Human Pose Classification Using Sparse Inertial Signals.- Maintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience.- What Are We Depressed About When We Talk About COVID-19: Mental Health Analysis on Tweets Using Natural Language Processing.- Short Application Stream Papers.- Using Sentence Embedding For Cross-Language Plagiarism Detection.- Leveraging Anomaly Detection for Proactive Application Monitoring.- Using Active Learning to Understand the Videoconference Experience: A Case Study.- An Application of EDA and GA for Permutation Based Spare Part Allocation Problem.- Do You Remember Me? Betty the Conversational Agent.