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KI 2020: Advances in Artificial Intelligence

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Cover of 'KI 2020: Advances in Artificial Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 Two Algorithms for Additive and Fair Division of Mixed Manna
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    Chapter 2 Dynamic Play via Suit Factorization Search in Skat
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    Chapter 3 Dynamic Channel and Layer Gating in Convolutional Neural Networks
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    Chapter 4 Contour-Based Segmentation of Historical Printings
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    Chapter 5 Hybrid Ranking and Regression for Algorithm Selection
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    Chapter 6 Conditional Reasoning and Relevance
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    Chapter 7 HTN Plan Repair via Model Transformation
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    Chapter 8 Nonmonotonic Inferences with Qualitative Conditionals Based on Preferred Structures on Worlds
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    Chapter 9 Positive Free Higher-Order Logic and Its Automation via a Semantical Embedding
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    Chapter 10 Low-Rank Subspace Override for Unsupervised Domain Adaptation
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    Chapter 11 Expressive Explanations of DNNs by Combining Concept Analysis with ILP
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    Chapter 12 Stable Resolving - A Randomized Local Search Heuristic for MaxSAT
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    Chapter 13 A Virtual Caregiver for Assisted Daily Living of Pre-frail Users
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    Chapter 14 Exploring the Effects of Role Design on Agent Learning
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    Chapter 15 Descriptor Revision for Conditionals: Literal Descriptors and Conditional Preservation
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    Chapter 16 Multi-agent Path Finding Modulo Theory with Continuous Movements and the Sum of Costs Objective
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    Chapter 17 Cones, Negation, and All That
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    Chapter 18 Swarm-Based Cluster Analysis for Knowledge Discovery
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    Chapter 19 Draw with Me: Human-in-the-Loop for Image Restoration
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    Chapter 20 Reasonable Machines: A Research Manifesto
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    Chapter 21 A Heuristic Agent in Multi-Agent Path Finding Under Destination Uncertainty
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    Chapter 22 Earnings Prediction with Deep Leaning
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    Chapter 23 Integrating Keywords into BERT4Rec for Sequential Recommendation
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    Chapter 24 Modelling and Reasoning in Biomedical Applications with Qualitative Conditional Logic
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    Chapter 25 Conformal Rule-Based Multi-label Classification
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    Chapter 26 Optimizing Constraint Satisfaction Problems by Regularization for the Sample Case of the Warehouse Location Problem
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    Chapter 27 Fast Pathfinding in Knowledge Graphs Using Word Embeddings
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    Chapter 28 A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net
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    Chapter 29 Evaluation of Deep Learning Accelerators for Object Detection at the Edge
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    Chapter 30 Learning Choice Functions via Pareto-Embeddings
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    Chapter 31 Simulation-Based Validation of Robot Commands for Force-Based Robot Motions
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    Chapter 32 Firefighter Virtual Reality Simulation for Personalized Stress Detection
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    Chapter 33 The AI Domain Definition Language (AIDDL) for Integrated Systems
Attention for Chapter 5: Hybrid Ranking and Regression for Algorithm Selection
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Chapter title
Hybrid Ranking and Regression for Algorithm Selection
Chapter number 5
Book title
KI 2020: Advances in Artificial Intelligence
Published by
Springer, Cham, September 2020
DOI 10.1007/978-3-030-58285-2_5
Book ISBNs
978-3-03-058284-5, 978-3-03-058285-2
Authors

Jonas Hanselle, Alexander Tornede, Marcel Wever, Eyke Hüllermeier, Hanselle, Jonas, Tornede, Alexander, Wever, Marcel, Hüllermeier, Eyke

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The data shown below were collected from the profiles of 7 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 1 Mendeley reader of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 1 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 100%
Readers by discipline Count As %
Chemical Engineering 1 100%