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Inductive logic programming. ILP最新文献

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Inductive Logic Programming: 30th International Conference, ILP 2021, Virtual Event, October 25–27, 2021, Proceedings 归纳逻辑编程:第30届国际会议，ILP 2021，虚拟事件，2021年10月25日至27日，会议录
Inductive logic programming. ILP
Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97454-1
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引用次数: 0
Inductive Logic Programming: 29th International Conference, ILP 2019, Plovdiv, Bulgaria, September 3–5, 2019, Proceedings 归纳逻辑编程:第29届国际会议，ILP 2019，保加利亚普罗夫迪夫，2019年9月3日至5日，论文集
Inductive logic programming. ILP
Pub Date : 2020-01-01 DOI: 10.1007/978-3-030-49210-6
D. Kazakov, C. Erten, R. Goebel, Yuzuru Tanaka
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引用次数: 3
Using ILP to Identify Pathway Activation Patterns in Systems Biology. 利用ILP识别系统生物学中的通路激活模式。
Inductive logic programming. ILP
Pub Date : 2016-01-01 DOI: 10.1007/978-3-319-40566-7_10
Samuel R Neaves, Louise A C Millard, Sophia Tsoka

We show a logical aggregation method that, combined with propositionalization methods, can construct novel structured biological features from gene expression data. We do this to gain understanding of pathway mechanisms, for instance, those associated with a particular disease. We illustrate this method on the task of distinguishing between two types of lung cancer; Squamous Cell Carcinoma (SCC) and Adenocarcinoma (AC). We identify pathway activation patterns in pathways previously implicated in the development of cancers. Our method identified a model with comparable predictive performance to the winning algorithm of a recent challenge, while providing biologically relevant explanations that may be useful to a biologist.

我们展示了一种逻辑聚合方法，结合命题化方法，可以从基因表达数据中构建新的结构化生物学特征。我们这样做是为了了解途径机制，例如，与特定疾病相关的机制。我们在区分两种类型肺癌的任务上说明这种方法；鳞状细胞癌（SCC）和腺癌（AC）我们在先前涉及癌症发展的途径中确定了途径激活模式。我们的方法确定了一个与最近一次挑战的获胜算法具有可比预测性能的模型，同时提供了可能对生物学家有用的生物学相关解释。
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引用次数: 0
Carnap and the Logic of Inductive Inference 卡尔纳普与归纳推理逻辑
Inductive logic programming. ILP
Pub Date : 2011-01-01 DOI: 10.1016/B978-0-444-52936-7.50008-2
S. Zabell
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引用次数: 30
Mechanizing Induction 机械化的感应
Inductive logic programming. ILP
Pub Date : 2011-01-01 DOI: 10.1016/B978-0-444-52936-7.50018-5
R. Ortner, H. Leitgeb
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引用次数: 10
Formal Learning Theory in Context 情境中的正式学习理论
Inductive logic programming. ILP
Pub Date : 2011-01-01 DOI: 10.1016/B978-0-444-52936-7.50017-3
D. Osherson, S. Weinstein
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引用次数: 1
Popper and Hypothetico-deductivism 波普尔与假设演绎主义
Inductive logic programming. ILP
Pub Date : 2011-01-01 DOI: 10.1016/B978-0-444-52936-7.50006-9
A. Musgrave
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引用次数: 29
Hans Reichenbach's Probability Logic Hans Reichenbach的概率逻辑
Inductive logic programming. ILP
Pub Date : 2011-01-01 DOI: 10.1016/B978-0-444-52936-7.50010-0
F. Eberhardt, C. Glymour
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引用次数: 10
Goodman and the Demise of Syntactic and Semantic Models 古德曼与句法和语义模型的消亡
Inductive logic programming. ILP
Pub Date : 2011-01-01 DOI: 10.1016/B978-0-444-52936-7.50011-2
R. Schwartz
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引用次数: 3
Hume and the Problem of Induction 休谟和归纳法问题
Inductive logic programming. ILP
Pub Date : 2011-01-01 DOI: 10.1016/B978-0-444-52936-7.50002-1
Marc Lange
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引用次数: 31
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