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_a10.1007/978-3-030-87626-5 _2doi |
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_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. |
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300 |
_aXVIII, 372 p. 134 illus., 101 illus. in color. _bonline resource. |
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336 |
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_aonline resource _bcr _2rdacarrier |
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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. |
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650 | 0 | _aComputer vision. | |
650 | 0 | _aComputer engineering. | |
650 | 0 | _aComputer networks . | |
650 | 0 |
_aEducation _xData processing. |
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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 |
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700 | 1 |
_aRueckert, Elmar. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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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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