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KI 2021: Advances in Artificial Intelligence : 44th German Conference on AI, Virtual Event, September 27 – October 1, 2021, Proceedings

edited by Stefan Edelkamp, Ralf Möller, Elmar Rueckert. -- 1st ed. 2021. -- Springer International Publishing, 2021. -- (Lecture Notes in Artificial Intelligence ; 12873). w. <EB00355909>
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書誌詳細

書名・著者名等 KI 2021: Advances in Artificial Intelligence : 44th German Conference on AI, Virtual Event, September 27 – October 1, 2021, Proceedings / edited by Stefan Edelkamp, Ralf Möller, Elmar Rueckert
資料種別 リモートファイル
1st ed. 2021
出版者・出版年 Cham : Springer International Publishing : Imprint: Springer , 2021
形状・大きさ XVIII, 372 p. 134 illus., 101 illus. in color : online resource
巻号情報
ISBN 9783030876265
シリーズ名等 Lecture Notes in Artificial Intelligence <> 12873//a
内容著作注記 Circulant Maximum Variance Bases
内容著作注記 Quantified Boolean Solving for Achievement Games
内容著作注記 Knowledge Graph Based Question Answering System for Financial Securities
内容著作注記 Semi-unsupervised Learning: An In-depth Parameter Analysis
内容著作注記 Combining Transformer Generators with Convolutional Discriminators
内容著作注記 Explanation as a process: user-centric construction of multi-level and multi-modal explanations
内容著作注記 Multi-Type-TD-TSR - Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition: from OCR to Structured Table Representations
内容著作注記 A high-speed neural architecture search considering the number of weights
内容著作注記 Semantic Segmentation of Aerial Images using Binary Space Partitioning
内容著作注記 EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data
内容著作注記 Selective Pseudo-label Clustering
内容著作注記 Crop it, but not too much: the effects of mask-based image preprocessing on the classification of skin lesions . . . . A Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual Reality
内容著作注記 HUI-Audio-Corpus-German: A high quality TTS dataset
内容著作注記 Negation in Cognitive Reasoning
内容著作注記 Learning to Detect Adversarial Examples Based on Class Scores
内容著作注記 An agent architecture for knowledge discovery and evolution
内容著作注記 Demystifying Artificial Intelligence for End-Users: Findings from a Participatory Machine Learning Show
内容著作注記 Recent Advances in Counting and Sampling Markov Equivalent DAGs
内容著作注記 Approach to Reduce the Number of Conditional Independence Tests in the PC Algorithm
内容著作注記 Unsupervised Anomaly Detection for Financial Auditing with Model-Agnostic Explanations
内容著作注記 Approximation of Symmetries in Dynamic Probabilistic Relational Models
内容著作注記 Towards More Explicit Interaction Modelling in Agent-Based Simulation Using Affordance Schemata
内容著作注記 Critic Guided Segmentation of Rewarding Objects in First-Person Views
内容著作注記 Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction
内容著作注記 BehavE: Behaviour Understanding through Automated Generation of Situation Models
注記 This book constitutes the refereed proceedings of the 44th German Conference on Artificial Intelligence, KI 2021, held in September/October 2021. Due to COVID-19 pandemic the conference was held virtually. The 16 full and 4 short papers with one extended abstract were carefully reviewed and selected from 59 submissions. As well-established annual conference series KI is dedicated to research on theory and applications across all methods and topic areas of AI research
NCID 9783030876272
本文の言語 英語
著者リンク Edelkamp, Stefan <> editor
著者リンク Möller, Ralf <> editor
著者リンク Rueckert, Elmar <> editor
著者リンク SpringerLink (Online service) <>
分類 DC23:006.3
件名 Artificial intelligence
件名 Image processing—Digital techniques
件名 Computer vision
件名 Computer engineering
件名 Computer networks 
件名 Education—Data processing
件名 Artificial Intelligence
件名 Computer Imaging, Vision, Pattern Recognition and Graphics
件名 Computer Engineering and Networks
件名 Computer Engineering and Networks
件名 Computers and Education
電子書籍・雑誌へアクセス https://doi.org/10.1007/978-3-030-87626-5