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020			_a9783030876265 _9978-3-030-87626-5
024	7		_a10.1007/978-3-030-87626-5 _2doi
050		4	_aQ334-342
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245	1	0	_aKI 2021: Advances in Artificial Intelligence _h[electronic resource] : _b44th German Conference on AI, Virtual Event, September 27 – October 1, 2021, Proceedings / _cedited by Stefan Edelkamp, Ralf Möller, Elmar Rueckert.
250			_a1st ed. 2021.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2021.
300			_aXVIII, 372 p. 134 illus., 101 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v12873
505	0		_aCirculant Maximum Variance Bases -- Quantified Boolean Solving for Achievement Games -- Knowledge Graph Based Question Answering System for Financial Securities -- Semi-unsupervised Learning: An In-depth Parameter Analysis -- Combining Transformer Generators with Convolutional Discriminators -- Explanation as a process: user-centric construction of multi-level and multi-modal explanations -- 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 -- A high-speed neural architecture search considering the number of weights -- Semantic Segmentation of Aerial Images using Binary Space Partitioning -- EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data -- Selective Pseudo-label Clustering -- 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 -- HUI-Audio-Corpus-German: A high quality TTS dataset -- Negation in Cognitive Reasoning -- Learning to Detect Adversarial Examples Based on Class Scores -- An agent architecture for knowledge discovery and evolution -- Demystifying Artificial Intelligence for End-Users: Findings from a Participatory Machine Learning Show -- Recent Advances in Counting and Sampling Markov Equivalent DAGs -- Approach to Reduce the Number of Conditional Independence Tests in the PC Algorithm -- Unsupervised Anomaly Detection for Financial Auditing with Model-Agnostic Explanations -- Approximation of Symmetries in Dynamic Probabilistic Relational Models -- Towards More Explicit Interaction Modelling in Agent-Based Simulation Using Affordance Schemata -- Critic Guided Segmentation of Rewarding Objects in First-Person Views.-Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction -- BehavE: Behaviour Understanding through Automated Generation of Situation Models.
520			_aThis 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.
650		0	_aArtificial intelligence.
650		0	_aImage processing _xDigital techniques.
650		0	_aComputer vision.
650		0	_aComputer engineering.
650		0	_aComputer networks .
650		0	_aEducation _xData processing.
650	1	4	_aArtificial Intelligence.
650	2	4	_aComputer Imaging, Vision, Pattern Recognition and Graphics.
650	2	4	_aComputer Engineering and Networks.
650	2	4	_aComputer Engineering and Networks.
650	2	4	_aComputers and Education.
700	1		_aEdelkamp, Stefan. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aMöller, Ralf. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aRueckert, Elmar. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service)
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783030876258
776	0	8	_iPrinted edition: _z9783030876272
830		0	_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v12873
856	4	0	_uhttps://doi.org/10.1007/978-3-030-87626-5
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