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Titlebook: Inductive Logic Programming; 30th International C Nikos Katzouris,Alexander Artikis Conference proceedings 2022 Springer Nature Switzerland

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書(shū)目名稱Inductive Logic Programming
副標(biāo)題30th International C
編輯Nikos Katzouris,Alexander Artikis
視頻videohttp://file.papertrans.cn/464/463909/463909.mp4
叢書(shū)名稱Lecture Notes in Computer Science
圖書(shū)封面Titlebook: Inductive Logic Programming; 30th International C Nikos Katzouris,Alexander Artikis Conference proceedings 2022 Springer Nature Switzerland
描述This book constitutes the refereed conference proceedings of the 30th International Conference on Inductive Logic Programming, ILP 2021, held in October 2021. Due to COVID-19 pandemic the conference was held virtually.. The 16 papers and 3 short papers presented were carefully reviewed and selected from 19 submissions. Inductive Logic Programming (ILP) is a subfield of machine learning, which originally relied on logic programming as a uniform representation language for expressing examples, background knowledge and hypotheses. Due to its strong representation formalism, based on first-order logic, ILP provides an excellent means for multi-relational learning and data mining, and more generally for learning from structured data..
出版日期Conference proceedings 2022
關(guān)鍵詞artificial intelligence; computer programming; computer science; computer systems; data mining; education
版次1
doihttps://doi.org/10.1007/978-3-030-97454-1
isbn_softcover978-3-030-97453-4
isbn_ebook978-3-030-97454-1Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer Nature Switzerland AG 2022
The information of publication is updating

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,Learning and?Revising Dynamic Temporal Theories in?the?Full Discrete Event Calculus,luents. The paper shows how XEC outperforms DEC on standard reasoning benchmarks, and how it can be used with an ILP system XHAIL to provide the first proof-of-principle demonstration of theory learning and revision in the full-featured DEC.
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0302-9743 st-order logic, ILP provides an excellent means for multi-relational learning and data mining, and more generally for learning from structured data..978-3-030-97453-4978-3-030-97454-1Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Embedding Models for Knowledge Graphs Induced by Clusters of Relations and Background Knowledge,e of the several semantic meanings that the very same relation may have. An experimental evaluation on . and . tasks proves the improvement yielded by the proposed approach (coupled with different optimizers) compared to some baseline models.
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