Artificial Intelligence XXXIX: Lecture Notes in Artificial Intelligence
Editat de Max Bramer, Frederic Stahlen Limba Engleză Paperback – 15 noi 2022
The papers are organized in the following topical sections: best technical paper; best application paper; AI for health and medicine; AI for scientific discovery and decision making; AI for industrial applications; feasibility studies of applied AI; and short papers.
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Specificații
ISBN-13: 9783031214400
ISBN-10: 3031214404
Pagini: 384
Ilustrații: XIV, 368 p. 106 illus., 54 illus. in color.
Dimensiuni: 155 x 235 x 21 mm
Greutate: 0.58 kg
Ediția:1st edition 2022
Editura: Springer
Seria Lecture Notes in Artificial Intelligence
Locul publicării:Cham, Switzerland
ISBN-10: 3031214404
Pagini: 384
Ilustrații: XIV, 368 p. 106 illus., 54 illus. in color.
Dimensiuni: 155 x 235 x 21 mm
Greutate: 0.58 kg
Ediția:1st edition 2022
Editura: Springer
Seria Lecture Notes in Artificial Intelligence
Locul publicării:Cham, Switzerland
Cuprins
Best Technical Paper.- Practical Limits to Transfer Learning of Neural Network Controllers from Earth to Space Environments.- Best Application Paper.- Job Assignment Problem and Traveling Salesman Problem: A Linked Optimisation Problem.- AI for Health and Medicine.- Twitter Flu Trend: A Hybrid Deep Neural Network for Tweet Analysis.- Data Augmentation for Pathology Prioritisation: An Improved LSTM-Based Approach.- Scanned ECG Arrhythmia Classification Using a Pre-trained Convolutional Neural Network as a Feature Extractor.- AI for Scientific Discovery and Decision Making.- Bootstrapping Neural Electronics from Lunar Resources for In-Situ Artificial Intelligence Applications.- Query Resolution of Literature Knowledge Graphs using Hybrid Document Embeddings.- On an Artificial Neural Network Approach for Predicting Photosynthetically Active Radiation in the Water Column.- Morality, Machines and the Interpretation Problem: A Value-based, Wittgensteinian Approach to Building Moral Agents.- CRC: Consolidated Rules Construction for Expressive Ensemble Classification.- Competitive Learning with Spiking Nets and Spike Timing Dependent Plasticity.- An Evolutionary Game Theory Model of the Decision to Confront.- Hidden Markov Models for Surprising Pattern Detection in Discrete Symbol Sequence Data.- AI for Industrial Applications.- The ODeLIndA dataset for Field-of-View Obstruction Detection using Transfer Learning for Real-Time Industrial Applications.- Automated Quality Inspection of High Voltage Equipment Supported by Machine Learning and Computer Vision.- On Predicting the Work Load for Service Contractors.- OAK4XAI: Model towards Out-Of-Box EXplainable AI for Digital Agriculture.- Feasibility Studies of Applied AI.- Deep Learning for Detecting Tilt Angle And Orientation of Photovoltaic Panels on Satellite Imagery.- Recurrent Neural Networks for Music Genre Classification.- Explainable Boosting Machines for Network Intrusion Detection with Features Reduction.- Short Papers.- Accelerating Cyber-Breach Investigations through Novel use of Artificial Immune System Algorithms.- Comparing ML Models for Food Production Forecasting.- Comparing Peircean Algorithm with Various Bio-inspired Techniques for Multi-dimensional Function Optimization.- Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments.- MentaLex: a Mental Processes Lexicon based on the Essay dataset.- Credit Card Fraud Using Adversarial Attacks.- Anomaly Detection and Root Cause Analysis on Log Data.- Developing Testing Frameworks for AI Cameras.- Time is Budget: A Heuristic for Reducing the Risk of Ruin in Multi-Armed Gambler Bandits.- Two Phase Open-Domain Question Answering System.- Have a Break from MakingDecisions, Have a MARS: The Multi-valued Action Reasoning System.