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KI 2023 = advances in artificial int...

German Conference on Artificial Intelligence (2023 :)

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KI 2023 = advances in artificial intelligence : 46th German Conference on AI, Berlin, Germany, September 26-29, 2023 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	KI 2023/ edited by Dietmar Seipel, Alexander Steen.
其他題名:	advances in artificial intelligence : 46th German Conference on AI, Berlin, Germany, September 26-29, 2023 : proceedings /
其他作者:	Seipel, Dietmar.
團體作者:	German Conference on Artificial Intelligence
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xxi, 270 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-42608-7
ISBN:	9783031426087

KI 2023 = advances in artificial intelligence : 46th German Conference on AI, Berlin, Germany, September 26-29, 2023 : proceedings /
KI 2023advances in artificial intelligence : 46th German Conference on AI, Berlin, Germany, September 26-29, 2023 : proceedings /[electronic resource] :edited by Dietmar Seipel, Alexander Steen. - Cham :Springer Nature Switzerland :2023. - xxi, 270 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,142360302-9743 ;. - Lecture notes in computer science ;14236..

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.

ISBN: 9783031426087

Standard No.: 10.1007/978-3-031-42608-7doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334 / .G47 2023

Dewey Class. No.: 006.3

KI 2023 = advances in artificial intelligence : 46th German Conference on AI, Berlin, Germany, September 26-29, 2023 : proceedings /
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