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检索条件"主题词=Inductive Logic Programming"
525 条 记 录,以下是341-350 订阅
排序:
Learning directed probabilistic logical models: Ordering-search versus structure-search
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18th European Conference on Machine Learning (ECML 2007)/11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2007)
作者: Fierens, Daan Ramon, Jan Bruynooghe, Maurice Blockeel, Hendrik Katholieke Univ Leuven Dept Comp Sci Celestijnenlaan 200A B-3001 Heverlee Belgium
We discuss how to learn non-recursive directed probabilistic logical models from relational data. This problem has been tackled before by upgrading the structure-search algorithm initially proposed for Bayesian networ... 详细信息
来源: 评论
Elastic Virtual Machine Scheduling for Continuous Air Traffic Optimization  16
Elastic Virtual Machine Scheduling for Continuous Air Traffi...
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16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid)
作者: Imai, Shigeru Patterson, Stacy Varela, Carlos A. Rensselaer Polytech Inst Dept Comp Sci Troy NY 12181 USA
As we are facing ever increasing air traffic demand, it is critical to enhance air traffic capacity and alleviate human controllers' workload by viewing air traffic optimization as a continuous/online streaming pr... 详细信息
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A Cloud-based Architecture for Network Attack Signature Learning  7
A Cloud-based Architecture for Network Attack Signature Lear...
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7th International Conference on New Technologies, Mobility and Security (NTMS)
作者: Hamdi, Omessaad Mbaye, Maissa Krief, Francine Univ Carthage SUPCOM Carthage Tunisia Gaston Berger Univ LANI St Louis Senegal Univ Bordeaux LaBRI Bordeaux France
Intrusion Detection System (IDS) is an essential component of the network security infrastructure. It detects malicious activities by monitoring network traffic. There are two main classes of IDS: the anomaly-based ID... 详细信息
来源: 评论
A case-based approach to software reuse
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Journal of Intelligent Information Systems 1993年 第2期2卷 165-197页
作者: Fouqué, Gilles Matwin, Stan Ottawa Machine Learning Group Department of Computer Science University of Ottawa Ottawa KIN 6N5 Ontario Canada
This software reuse system helps a user build programs by reusing modules stored in an existing library. The system, dubbed caesar (Case-basEd SoftwAre Reuse), is conceived in the case-based reasoning framework, where... 详细信息
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Road Curb Detection using 3D Lidar and Integral Laser Points for Intelligent Vehicles
Road Curb Detection using 3D Lidar and Integral Laser Points...
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6th International Conference on Soft Computing and Intelligent Systems (SCIS) / 13th International Symposium on Advanced Intelligence Systems (ISIS)
作者: Yao, Wentao Deng, Zhidong Zhou, Lipu Tsinghua Univ Dept Comp Sci & Technol Tsinghua Key Natl Lab Informat Sci & Technol State Key Lab Intelligent Technol & Syst Beijing 100084 Peoples R China
Road curb detection and tracking is essential for the autonomous driving of intelligent vehicles on highways and urban roads. In this paper, we present a fast and robust road curb detection algorithm using 3D lidar da... 详细信息
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Enriching relational learning with fuzzy predicates
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7th European Conference on Principles and Practice of Knowledge Discovery in Databases
作者: Prade, H Richard, G Serrurier, M Univ Toulouse 3 IRIT F-31062 Toulouse France
The interest of introducing fuzzy predicates when learning rules is twofold. When dealing with numerical data, it enables us to avoid arbitrary discretization. Moreover, it enlarges the expressive power of what is lea... 详细信息
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An Instance Based Model for Scalable θ-Subsumption  29
An Instance Based Model for Scalable θ-Subsumption
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29th Annual IEEE International Conference on Tools with Artificial Intelligence (ICTAI)
作者: Leger, Hippolyte Bouthinon, Dominique Lebbah, Mustapha Azzag, Hanene Univ Paris 13 LIPN UMR CNRS 7030 99 Ave Jean Baptiste Clement F-93430 Villetaneuse France
The theta-subsumption test is known to be a bottleneck in inductive logic programming. The state-of-the-art learning systems in this field are hardly scalable. Last year, we have created a distributed theta-subsumptio... 详细信息
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Gleaner: Creating ensembles of first-order clauses to improve recall-precision curves
Gleaner: Creating ensembles of first-order clauses to improv...
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13th International Conference on inductive logic programming
作者: Goadrich, Mark Oliphant, Louis Shavlik, Jude Univ Wisconsin Dept Biostat & Med Informat Dept Comp Sci Madison WI 53706 USA
Many domains in the field of inductive logic programming (ILP) involve highly unbalanced data. A common way to measure performance in these domains is to use precision and recall instead of simply using accuracy. The ... 详细信息
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Block-wise construction of tree-like relational features with monotone reducibility and redundancy
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MACHINE LEARNING 2011年 第2期83卷 163-192页
作者: Kuzelka, Ondrej Zelezny, Filip Czech Tech Univ Fac Elect Engn CR-16635 Prague Czech Republic
We describe an algorithm for constructing a set of tree-like conjunctive relational features by combining smaller conjunctive blocks. Unlike traditional level-wise approaches which preserve the monotonicity of frequen... 详细信息
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A hybrid abductive inductive proof procedure
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logic JOURNAL OF THE IGPL 2004年 第5期12卷 371-397页
作者: Ray, Oliver Broda, Krysia Russo, Alessandra Univ London Imperial Coll Sci Technol & Med Dept Comp London SW7 2AZ England
This paper introduces a proof procedure that integrates Abductive logic programming (ALP) and inductive logic programming (ILP) to automate the learning of first order Horn clause theories from examples and background... 详细信息
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