KI 2023: Advances in Artificial Intelligence : 46th German Conference on AI, Berlin, Germany, September 26–29, 2023, Proceedings / edited by Dietmar Seipel, Alexander Steen
(Lecture Notes in Artificial Intelligence. ISSN:29459141 ; 14236)
データ種別 | 電子ブック |
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版 | 1st ed. 2023. |
出版者 | (Cham : Springer Nature Switzerland : Imprint: Springer) |
出版年 | 2023 |
大きさ | XXI, 270 p. 72 illus., 53 illus. in color : online resource |
著者標目 | Seipel, Dietmar editor Steen, Alexander editor SpringerLink (Online service) |
書誌詳細を非表示
一般注記 | LESS is More: LEan Computing for Selective Summaries -- Optimisation of Matrix Production Recon guration with Reinforcement Learning -- CHA2: CHemistry Aware Convex Hull Autoencoder Towards Inverse Molecular Design -- Ontology Pre-training for Poison Prediction -- A novel incremental learning strategy based on synthetic data generated from a random forest -- RECol: Reconstruction Error Columns for Outlier Detection -- Interactive Link Prediction as a Downstream Task for Foundational GUI Understanding Models -- Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency -- Lost in Dialogue: A Review and Categorization of Current Dialogue System Approaches and Technical Solutions -- Cost-sensitive best subset selection for logistic regression: a mixed-integer conic optimization perspective -- Detecting oors in residential buildings -- A Comparative Study of Video-Based Analysis using Machine Learning for Polyp Classification -- Object Anchoring for Autonomous Robots using the Spatio-Temporal-Semantic Environment Representation SEEREP -- Explanation-Aware Backdoors in a Nutshell -- Socially Optimal Non-discriminatory Restrictions for Continuous-Action Games -- Few-Shot Document-Level Relation Extraction -- Pseudo-Label Selection is a Decision Problem -- Associative Reasoning for Commonsense Knowledge -- Computing Most Likely Scenarios of Qualitative Constraint Networks -- PapagAI: Automated Feedback for Reflective Essays -- Generating Synthetic Dialogues from Prompts to Improve Task-Oriented Dialogue Systems -- Flexible Automation of Quantified Multi-Modal Logics with Interactions -- Planning Landmark Based Goal Recognition Revisited: Does Using Initial State Landmarks Make Sense -- XAI methods in the presence of suppressor variables: a theoretical consideration This book constitutes the refereed proceedings of the 46th German Conference on Artificial Intelligence, KI 2023, which took place in Berlin, Germany, in September 2023.The 14 full and 5 short papers presented were carefully reviewed and selected from 78 submissions. The papers deal with research on theory and applications across all methods and topic areas of AI research HTTP:URL=https://doi.org/10.1007/978-3-031-42608-7 |
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件 名 | LCSH:Artificial intelligence LCSH:Computer engineering LCSH:Computer networks LCSH:Application software LCSH:Education -- Data processing 全ての件名で検索 LCSH:Computer science -- Mathematics 全ての件名で検索 FREE:Artificial Intelligence FREE:Computer Engineering and Networks FREE:Computer and Information Systems Applications FREE:Computers and Education FREE:Mathematics of Computing |
分 類 | LCC:Q334-342 LCC:TA347.A78 DC23:006.3 |
書誌ID | EB00003807 |
ISBN | 9783031426087 |
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