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Artificial Intelligence XXXIX

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Cover of 'Artificial Intelligence XXXIX'

Table of Contents

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    Book Overview
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    Chapter 1 Practical Limits to Transfer Learning of Neural Network Controllers from Earth to Space Environments
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    Chapter 2 Job Assignment Problem and Traveling Salesman Problem: A Linked Optimisation Problem
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    Chapter 3 Twitter Flu Trend: A Hybrid Deep Neural Network for Tweet Analysis
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    Chapter 4 Data Augmentation for Pathology Prioritisation: An Improved LSTM-Based Approach
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    Chapter 5 Scanned ECG Arrhythmia Classification Using a Pre-trained Convolutional Neural Network as a Feature Extractor
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    Chapter 6 Bootstrapping Neural Electronics from Lunar Resources for In-Situ Artificial Intelligence Applications
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    Chapter 7 Query Resolution of Literature Knowledge Graphs Using Hybrid Document Embeddings
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    Chapter 8 On an Artificial Neural Network Approach for Predicting Photosynthetically Active Radiation in the Water Column
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    Chapter 9 Morality, Machines, and the Interpretation Problem: A Value-based, Wittgensteinian Approach to Building Moral Agents
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    Chapter 10 CRC: Consolidated Rules Construction for Expressive Ensemble Classification
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    Chapter 11 Competitive Learning with Spiking Nets and Spike Timing Dependent Plasticity
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    Chapter 12 An Evolutionary Game Theory Model of the Decision to Confront
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    Chapter 13 Hidden Markov Models for Surprising Pattern Detection in Discrete Symbol Sequence Data
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    Chapter 14 The ODeLIndA Dataset for Field-of-View Obstruction Detection Using Transfer Learning for Real-Time Industrial Applications
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    Chapter 15 Automated Quality Inspection of High Voltage Equipment Supported by Machine Learning and Computer Vision
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    Chapter 16 On Predicting the Work Load for Service Contractors
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    Chapter 17 OAK4XAI: Model Towards Out-of-Box eXplainable Artificial Intelligence for Digital Agriculture
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    Chapter 18 Deep Learning for Detecting Tilt Angle and Orientation of Photovoltaic Panels on Satellite Imagery
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    Chapter 19 Recurrent Neural Networks for Music Genre Classification
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    Chapter 20 Explainable Boosting Machines for Network Intrusion Detection with Features Reduction
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    Chapter 21 Accelerating Cyber-Breach Investigations Through Novel Use of Artificial Immune System Algorithms
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    Chapter 22 Comparing ML Models for Food Production Forecasting
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    Chapter 23 Comparing Peircean Algorithm with Various Bio-inspired Techniques for Multi-dimensional Function Optimization
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    Chapter 24 Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments
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    Chapter 25 MentaLex: A Mental Processes Lexicon Based on the Essay Dataset
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    Chapter 26 Credit Card Fraud Using Adversarial Attacks
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    Chapter 27 Anomaly Detection and Root Cause Analysis on Log Data
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    Chapter 28 Developing Testing Frameworks for AI Cameras
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    Chapter 29 Time is Budget: A Heuristic for Reducing the Risk of Ruin in Multi-armed Gambler Bandits
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    Chapter 30 Two-Phase Open-Domain Question Answering System
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    Chapter 31 Have a Break from Making Decisions, Have a MARS: The Multi-valued Action Reasoning System
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Title
Artificial Intelligence XXXIX
Published by
Springer International Publishing, November 2022
DOI 10.1007/978-3-031-21441-7
ISBNs
978-3-03-121440-0, 978-3-03-121441-7
Editors

Bramer, Max, Stahl, Frederic

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