Published: Springer, 2020
Description:
1 online resource (xiv, 406 pages) : illustrations (some color).
Contents:
“…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? …”
Call Number:
Loading…
Located:
Loading…
SpringerLink - Click here for access
Conference Proceeding
eBook