[PDF] Top 20 Efficient data structures for inductive logic programming
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Efficient data structures for inductive logic programming
... profile data lead us to conclude that the use of YAP’s database is the cause for perfor- mance ...including efficient support for indexing with multiple keys, will certainly improve April’s performance as ... See full document
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Improving numerical reasoning capabilities of inductive logic programming systems
... Following theorem 3, the sum of universal functions is proportional to the dimensionality m. This highlights the role of dimensionality on a definition of hypothesis complexity. A few arguments on computational ... See full document
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From sequential to parallel Inductive Logic Programming
... We propose a novel approach to parallel execution of ILP systems that is inspired on a technique from Logic Programming (LP) and-parallelism. We use the LP result, together with the expert provided mode ... See full document
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On the Implementation of the Probabilistic Logic Programming Language ProbLog
... field data structures, storing the node’s token, a pointer to the node’s first child, a pointer to the node’s parent and a pointer to the node’s next sibling, ... See full document
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Multithreaded Tabling for Logic Programming
... the data-structures used to implement tabling, and in the changes to the underlying Prolog ...ative programming languages, the Cilk [21] and Intel Threading Building Blocks [102] frameworks provide ... See full document
233
Closed Types for Logic Programming
... his data structures as ListOfPaths, then he will not benefit as much from the type checker as if he had used different data types for each ...a programming language such as abstraction of a ... See full document
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Linear Logic and Coordination for Parallel Programming
... the data among processing units and how to use vectorization and the well-known sliding window ...first-class programming construct and semantically equivalent to compu- ...supporting data-driven ... See full document
257
On avoiding redundancy in inductive logic programming
... Detecting whether a clause is redundant and detecting whether all refine- ments of a clause are also redundant is hard. We would like an efficient ap- proach, that could detect interesting cases with little ... See full document
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On mining protein unfolding simulation data with inductive logic programming
... In this paper we have described an ILP-based approach to the automatic analysis of protein unfolding simulation data. We have addresses the specific problem of predicting the context where a protein secondary ... See full document
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Towards Efficient and Scalable Probabilistic Inductive Logic Programming
... Because PILP theories are still generated based on the logical information of the data, the ILP language bias translates directly to PILP. The process of generating theories also mimics ILP, since they are based ... See full document
139
Quantitative Pharmacophore Models with Inductive Logic Programming
... of data—require modification to handle point ...the structures of leads and their activities are pharmacophore models in the form of rules like the ... See full document
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An Efficient Scheduling Algorithm for Irregular Data Redistribution
... In this paper, we bring up the Degree-Reduction-and-Coloring (DRC) algorithm to efficiently perform GEN_BLOCK array redistribution. In section 2, we define the data communication model of irregular data ... See full document
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Sensitivity analysis of efficient solution in vector MINMAX boolean programming problem
... [1] Emelichev V.A., Girlich E., Podkopaev D.P. On stability of efficient solution in a vector trajectorial problem of discrete optimization, I,II, Izv. Akad. Nauk Resp. Moldova. Matem., 1996, No. 3, pp. 5–16; ... See full document
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Using a Logic Programming Framework to Control Database Query Dialogues in Natural Language
... The lari ation/dialogue module uses referent properties to nd relevant. questions trying to rea h an answer the faster it ans[r] ... See full document
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An Efficient Prediction of Breast Cancer Data using Data Mining Techniques
... different Data mining classifiers on the database of breast cancer Wisconsin Breast Cancer (WBC), by using classification ...clinical data, especially which is usually ignored by most of the existing ... See full document
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Efficient clustering of web-derived data sets
... large data sets. BIRCH performs a linear scan of the data and builds a balanced tree where each node keeps summaries of clus- ters that best describe the points seen so ... See full document
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From Logic Programming to Human Reasoning: How to be Artificially Human
... Chapter 4 takes the assumption that context plays a role while searching for explanations as starting point and shows that the Weak Completion Semantics cannot model the famous Tweety example adequately. As has already ... See full document
234
Multi functional roof structures of the energy efficient buildings
... multifunctional structures. Various ener- gy efficient roof structures and elements, beside the role of protection, provide ther- mal and electric energy supply, natural ven- tilation and cooling of ... See full document
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Mapper: an efficient data transformation operator
... Recursive processing was addressed early and gained much attention in the study of logic query languages like LDL (Chimenti et al., 1989) and Datalog (Ullman, 1988). Diverse aspects concerning the optimization of ... See full document
210
Efficient Analysis of Structures with Rotatable Elements Using Model Order Reduction
... Abstract. This paper presents a novel full-wave tech- nique which allows for a fast 3D finite element analysis of waveguide structures containing rotatable tuning elements of arbitrary shapes. Rotation of these ... See full document
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