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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.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence ; 12873
- Lecture Notes in Artificial Intelligence ; 12873
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Image processing-Digital techniques.
- Computer vision.
- Computer engineering.
- Computer networks.
- Education-Data processing.
- Artificial Intelligence.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Computer Engineering and Networks.
- Computers and Education.
- Local Subjects:
- Artificial Intelligence.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Computer Engineering and Networks.
- Computers and Education.
- Physical Description:
- 1 online resource (XVIII, 372 pages) : 134 illustrations, 101 illustrations in color.
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2021.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- Circulant 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-87626-5
- 9783030876265
- Access Restriction:
- Restricted for use by site license.
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