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   Articles with "ilp" as a keyword



Consensus-based modeling using distributed feature construction with ILP

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recommendations! Published in 2017 at "Machine Learning"

DOI: 10.1007/s10994-017-5672-2

Abstract: A particularly successful role for Inductive Logic Programming (ILP) is as a tool for discovering useful relational features for subsequent use in a predictive model. Conceptually, the case for using ILP to construct relational features… read more here.

Keywords: relational features; ilp; consensus based; feature ... See more keywords

Preface to the special issue on inductive logic programming

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recommendations! Published in 2018 at "Machine Learning"

DOI: 10.1007/s10994-018-5720-6

Abstract: We are pleased to present this special issue of Machine Learning on inductive logic programming (ILP). The papers contained in this volume are extended and thoroughly revised versions of shorter papers which were first presented… read more here.

Keywords: ilp; issue; inductive logic; logic programming ... See more keywords

Learning explanatory logical rules in non-linear domains: a neuro-symbolic approach

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recommendations! Published in 2024 at "Machine Learning"

DOI: 10.1007/s10994-024-06538-7

Abstract: Deep neural networks, despite their capabilities, are constrained by the need for large-scale training data, and often fall short in generalisation and interpretability. Inductive logic programming (ILP) presents an intriguing solution with its data-efficient learning… read more here.

Keywords: non linear; neuro symbolic; symbolic approach; logic ... See more keywords

Enabling ILP-Based DSE for Multigranularity, Unified Domain Platforms With DmTSAR-ILP

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recommendations! Published in 2025 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"

DOI: 10.1109/tcad.2024.3447473

Abstract: Domain-specific HWACC-rich platforms blend high performance and efficiency presenting an opportunity to recover nonrecurring engineering costs through wider deployment for many applications. However, the design of such platforms is immensely challenging, partly due to the… read more here.

Keywords: ilp based; dmtsar ilp; ilp; platform ... See more keywords

Intralipid fails to rescue bupivacaine-induced cardiotoxicity in late-pregnant rats

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recommendations! Published in 2022 at "Frontiers in Medicine"

DOI: 10.3389/fmed.2022.899036

Abstract: Background Females routinely receive bupivacaine for obstetric and regional anesthesia. An accidental overdose of bupivacaine can result in cardiotoxicity and cardiac arrest. Intralipid (ILP) rescues bupivacaine-induced cardiotoxicity in male rats. However, bupivacaine cardiotoxicity and ILP… read more here.

Keywords: ilp; pregnant rats; cardiotoxicity; late pregnant ... See more keywords

Efficient Drone Data Collection in WSNs: ILP and mTSP Integration with Quality Assessment

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recommendations! Published in 2025 at "World Electric Vehicle Journal"

DOI: 10.3390/wevj16100560

Abstract: The proliferation of wireless sensor networks in remote and inaccessible areas demands efficient data collection approaches that minimize energy consumption while ensuring comprehensive coverage. Traditional data retrieval methods face significant challenges when sensors are sparsely… read more here.

Keywords: mtsp; data collection; sensor; drone ... See more keywords