Results 21 to 30 of about 120 (110)
Inductive Logic Programming in Clementine [PDF]
, 2000 This paper describes the integration of ILP with Clementine. Background on ILP and Clementine is provided, with a description of Clementine's target users. The benefits of ILP to data mining are outlined, and ILP is compared with pre-existing data mining algorithms. Issues of integration between ILP and Clementine are discussed.
Sam Brewer, Tom Khabaza
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MathematicsSome knowledge bases (KBs) extracted from Wikipedia articles can achieve very high average precision values (over 95% in DBpedia). However, subtle mistakes including inconsistencies, outliers, and erroneous relations are usually ignored in the ...
Yan Wu +3 more
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Synthesizing Recursive Logic Programs by Inverting General Resolution
IEEE AccessA fundamental scalability restriction of most Inductive Logic Programming (ILP) systems is that they search syntactically defined program spaces and cannot utilize relations in data.
Taosheng Qiu, Ryutaro Ichise
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Logic programming, functional programming, and inductive definitions [PDF]
, 2006 An attempt at unifying logic and functional programming is reported. As a starting point, we take the view that "logic programs" are not about logic but constitute inductive definitions of sets and relations. A skeletal language design based on these considerations is sketched and a prototype implementation discussed.
Lawrence C. Paulson, Andrew W. Smith
openaire +2 more sources
XAI Human-Machine collaboration applied to network security
Frontiers in Computer ScienceCyber attacking is easier than cyber defending—attackers only need to find one breach, while the defenders must successfully repel all attacks. This research demonstrates how cyber defenders can increase their capabilities by joining forces with ...
Steve Moyle +2 more
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BMC Bioinformatics, 2011 Background Remote homology detection is a hard computational problem. Most approaches have trained computational models by using either full protein sequences or multiple sequence alignments (MSA), including all positions.
Carbone Alessandra +2 more
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A taxonomy for community-based care programs focused on HIV/AIDS prevention, treatment, and care in resource-poor settings [PDF]
Global Health Action, 2013 Community-based care (CBC) can increase access to key services for people affected by HIV/AIDS through the mobilization of community interests and resources and their integration with formal health structures.
Beth Rachlis +5 more
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MP-SPILDL: A Massively Parallel Inductive Logic Learner in Description Logic
IEEE AccessThis article presents MP-SPILDL, a massively parallel inductive logic learner in Description Logic (DL). MP-SPILDL is a scalable inductive Logic Programming (ILP) algorithm that exploits existing Big Data infrastructure to perform large-scale inductive ...
Eyad Algahtani
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Symbolic Imitation Learning: From Black-Box to Explainable Driving Policies
Applied SciencesCurrent imitation learning approaches, predominantly based on deep neural networks (DNNs), offer efficient mechanisms for learning driving policies from real-world datasets.
Iman Sharifi +2 more
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Bootstrapping Knowledge Graphs From Images and Text
Frontiers in Neurorobotics, 2019 The problem of generating structured Knowledge Graphs (KGs) is difficult and open but relevant to a range of tasks related to decision making and information augmentation.
Jiayuan Mao +7 more
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