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检索条件"主题词=INDUCTIVE LOGIC PROGRAMMING"
525 条 记 录,以下是11-20 订阅
排序:
inductive logic programming for explainable graph clustering  14
Inductive Logic Programming for explainable graph clustering
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14th IEEE International Conference on Knowledge Graph (IEEE ICKG)
作者: Schramm, Simon Schmid, Ute Univ Bamberg Chair Cognit Syst Bamberg Germany BMW Grp Market Forecasting Munich Germany
Graph clustering is a popular method to understand networks and make them accessible for downstream Machine Learning tasks. Especially for large networks, the results of graph clustering are difficult to explain, sinc... 详细信息
来源: 评论
inductive logic programming for gene regulation prediction
Inductive logic programming for gene regulation prediction
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16th International Conference of inductive logic programming
作者: Froehler, Sebastian Kramer, Stefan Tech Univ Munich Inst Informat D-85748 Garching Germany
We present a systems biology application of ILP, where the goal is to predict the regulation of a gene under a certain condition from binding site information, the state of regulators, and additional information. In t... 详细信息
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Cautious induction: An alternative to clause-at-a-time hypothesis construction in inductive logic programming
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NEW GENERATION COMPUTING 1999年 第1期17卷 25-52页
作者: Anthony, S Frisch, AM Univ York Dept Comp Sci Intelligent Syst Grp York YO10 5DD N Yorkshire England
Hypotheses constructed by inductive logic programming (ILP) systems are finite sets of definite clauses. Top-down ILP systems usually adopt the following greedy clause-at-a-time strategy to construct such a hypothesis... 详细信息
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Pharmacophore discovery using the inductive logic programming system PROGOL
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MACHINE LEARNING 1998年 第2-3期30卷 241-270页
作者: Finn, P Muggleton, S Page, D Srinivasan, A Univ Louisville Dept Engn Math & Comp Sci Speed Sci Sch Louisville KY 40292 USA Pfizer Ltd Cent Res Computat Chem Ramsgate Rd Sandwich CT13 9NJ Kent England Univ York Dept Comp Sci York YO1 5DD N Yorkshire England Univ Oxford Comp Lab Oxford OX1 3QD England
This paper presents a case study of a machine-aided knowledge discovery process within the general area of drug design. Within drug design, the particular problem of pharmacophore discovery is isolated, and the Induct... 详细信息
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Scaling up inductive logic programming: An evolutionary wrapper approach
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APPLIED INTELLIGENCE 2001年 第3期15卷 181-197页
作者: Reiser, PGK Riddle, PJ Univ Auckland Dept Comp Sci Auckland 1 New Zealand
inductive logic programming (ILP) algorithms are classification algorithms that construct classifiers represented as logic programs. ILP algorithms have a number of attractive features, notably the ability to make use... 详细信息
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Revising the logical foundations of inductive logic programming systems with ground reduced programs
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NEW GENERATION COMPUTING 1999年 第1期17卷 119-127页
作者: Yamamoto, A Hokkaido Univ Div Elect & Informat Engn Kita Ku Sapporo Hokkaido 0608628 Japan Hokkaido Univ Meme Media Lab Kita Ku Sapporo Hokkaido 0608628 Japan
In this paper we revise Muggleton's theory of inverse entailment, which is the logical foundation of Progol, one of the most famous ILP systems. We first point out that the theory is incomplete in general. Secondl... 详细信息
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Pairwise saturations in inductive logic programming
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ARTIFICIAL INTELLIGENCE REVIEW 2017年 第3期47卷 395-415页
作者: Drole, Miha Kononenko, Igor Univ Ljubljana Fac Comp & Informat Sci Vecna Pot 113 Ljubljana 1001 Slovenia
One of the main issues when using inductive logic programming (ILP) in practice remain the long running times that are needed by ILP systems to induce the hypothesis. We explore the possibility of reducing the inducti... 详细信息
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The variable precision rough set inductive logic programming model and strings
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COMPUTATIONAL INTELLIGENCE 2001年 第3期17卷 460-471页
作者: Maheswari, VU Siromoney, A Mehata, KM Anna Univ Sch Engn & Comp Sci Chennai 600025 India Yamaguchi Univ Dept Comp Sci & Syst Engn Fac Engn Ube Yamaguchi 7558611 Japan
The Variable Precision Rough Set inductive logic programming model (VPRSILP model) extends the Variable Precision Rough Set (VPRS) model to inductive logic programming (ILP). The generic Rough Set inductive logic Prog... 详细信息
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Characterization of bio-chemical signals by inductive logic programming
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KNOWLEDGE-BASED SYSTEMS 2002年 第1-2期15卷 129-137页
作者: Doncescu, A Waissman, J Richard, G Roux, G CNRS LAAS F-31077 Toulouse France IRIT F-31062 Toulouse France
This paper presents a methodology to design a discrete-event system (DES) for the on-line supervision of a biotechnological process. The DES is synthesized applying wavelet transform and inductive logic programming on... 详细信息
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Model transformation by example using inductive logic programming
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SOFTWARE AND SYSTEMS MODELING 2009年 第3期8卷 347-364页
作者: Balogh, Zoltan Varro, Daniel Budapest Univ Technol & Econ Dept Measurement & Informat Syst H-1117 Budapest Hungary OptXware Res & Dev Ltd Budapest Hungary
Model transformation by example is a novel approach in model-driven software engineering to derive model transformation rules from an initial prototypical set of interrelated source and target models, which describe c... 详细信息
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