Titlebook: Inductive Logic Programming; 29th International C Dimitar Kazakov,Can Erten Conference proceedings 2020 Springer Nature Switzerland AG 2020

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On the Relation Between Loss Functions and T-Norms,s a general relation between loss functions and t-norms. In particular, the presented work shows intriguing results leading to the development of a novel class of loss functions. These losses can be exploited in any supervised learning task and which could lead to faster convergence rates that the commonly employed cross-entropy loss.

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0302-9743 ld in Plovdiv, Bulgaria, in September 2019...The 11 papers presented were carefully reviewed and selected from numerous submissions. Inductive Logic Programming (ILP) is a subfield of machine learning, which originally relied on logic programming as a uniform representation language for expressing e

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l programming paradigms that act as a simple yet powerful interface between programmer, automatic planning, and the robot. A significant amount of our work on robot safety and control has found found its way into international standardization committees, products, and was applied in numerous real-wo

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Eyad Algahtani,Dimitar Kazakovoid accidents. Among the results, we observed that indeed improving the Controller could make the Safety Monitor less effective; it is even possible for a training increment to make the Controller’s own behaviour safer but the vehicle’s less safe. We discuss implications for practice and for researc

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Sándor Bartha,James Cheneydapting a lightweight cryptographic library to the peculiarities of OPC?UA. To investigate under which conditions secure OPC?UA communication is realizable, the runtime overhead, memory footprint, and power consumption are evaluated and discussed for various usage scenarios. The evaluation reveals c

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Francesco Giannini,Giuseppe Marra,Michelangelo Diligenti,Marco Maggini,Marco Goridapting a lightweight cryptographic library to the peculiarities of OPC?UA. To investigate under which conditions secure OPC?UA communication is realizable, the runtime overhead, memory footprint, and power consumption are evaluated and discussed for various usage scenarios. The evaluation reveals c

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Navdeep Kaur,Gautam Kunapuli,Saket Joshi,Kristian Kersting,Sriraam Natarajandapting a lightweight cryptographic library to the peculiarities of OPC?UA. To investigate under which conditions secure OPC?UA communication is realizable, the runtime overhead, memory footprint, and power consumption are evaluated and discussed for various usage scenarios. The evaluation reveals c