國立虎尾科技大學 |

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

紀錄類型:	書目-語言資料,印刷品 : 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:	Steen, Alexander.
團體作者:	Workshop on the Preservation of Stability under Discretization
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xxi, 270 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Mathematics of Computing. -
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 artificial intelligence..

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:

669457
Mathematics of Computing.

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 /
LDR:03424nam a2200349 a 4500 001 1116739
003 DE-He213
005 20230906204151.0
006 m d
007 cr nn 008maaau
008 240124s2023 sz s 0 eng d
020 $a 9783031426087 $q (electronic bk.)
020 $a 9783031426070 $q (paper)
024 7 $a 10.1007/978-3-031-42608-7 $2 doi
035 $a 978-3-031-42608-7
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334 $b .G47 2023
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q334 $b .G373 2023
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a KI 2023 $h [electronic resource] : $b advances in artificial intelligence : 46th German Conference on AI, Berlin, Germany, September 26-29, 2023 : proceedings / $c edited by Dietmar Seipel, Alexander Steen.
260 $a Cham : $c 2023. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a xxi, 270 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 14236
490 1 $a Lecture notes in artificial intelligence
505 0 $a 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.
520 $a 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.
650 2 4 $a Mathematics of Computing. $3 669457
650 2 4 $a Computers and Education. $3 669806
650 2 4 $a Computer and Information Systems Applications. $3 1365732
650 2 4 $a Computer Engineering and Networks. $3 1365733
650 1 4 $a Artificial Intelligence. $3 646849
650 0 $a Artificial intelligence $3 671585
700 1 $a Steen, Alexander. $3 1430191
700 1 $a Seipel, Dietmar. $3 674914
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in artificial intelligence. $3 1208301
830 0 $a Lecture notes in computer science ; $v 6140. $3 744199
856 4 0 $u https://doi.org/10.1007/978-3-031-42608-7
950 $a Computer Science (SpringerNature-11645)