New technique for computer system Trojan diagnosis in monitor mode which uses fuzzy logic and allows improving reliability and efficiency is developed.
New technique for computer system Trojan diagnosis in monitor mode which uses fuzzy logic and allows improving reliability and efficiency is developed.
Probabilistic models that associate annotations to sequential data are widely used in computational biology and a range of other applications. Models integrating with logic programs provide, furthermore, for sophistic...
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ISBN:
(纸本)9783939897316
Probabilistic models that associate annotations to sequential data are widely used in computational biology and a range of other applications. Models integrating with logic programs provide, furthermore, for sophistication and generality, at the cost of potentially very high computational complexity. A methodology is proposed for modularization of such models into sub-models, each representing a particular interpretation of the input data to be analysed. Their composition forms, in a natural way, a Bayesian network, and we show how standard methods for prediction and training can be adapted for such composite models in an iterative way, obtaining reasonable complexity results. Our methodology can be implemented using the probabilistic-logic PRISM system, developed by Sato et al, in a way that allows for practical applications.
The central challenge in resource constrained systems is indeed that there is often a dramatic problem of resources: little memory, no display (i.e., mediated control and interaction), and weak processors. These const...
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We introduce notions of ordinary and standard products of a-finite measures and prove their existence. This approach allows us to construct invariant extensions of ordinary and standard products of Haar measures. In p...
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We introduce notions of ordinary and standard products of a-finite measures and prove their existence. This approach allows us to construct invariant extensions of ordinary and standard products of Haar measures. In particular, we construct translation-invariant extensions of ordinary and standard Lebesgue measures on R∞ and Rogers-Fremlin measures on l∞, respectively, such that topological weights of quasi-metric spaces associated with these measures are maximal (i.e., 2c). We also solve some Fremlin problems concerned with an existence of uniform measures in Banach spaces.
The goal of this paper is to analyze and propose a reconstruction of functional possibilities and database requirements of a Web based Educational Information system. For the research the Information system of the Tec...
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The goal of this paper is to analyze and propose a reconstruction of functional possibilities and database requirements of a Web based Educational Information system. For the research the Information system of the Technology School "electronic systems" (TUES) associated with the Technical University of Sofia is on focus. The modules for admission of students, specialty classification, and graduation of students, management of the student's work in computer classrooms and lecturers' data management have been analyzed, developed and implemented. The additionally developed modules concern mainly the management of educational process and do not affect the e-learning or the official part modules. That led to the idea that the functionality for managing educational process has to be organized in a separate module defined as module for administrative services of educational process. Such restructuring of the system will bring flexibility in further growth of the system--for example students' admission or selection for different purposes.
This paper presents a methodology to design automatically a QFT (Quantitative Feedback Theory) robust controller for plants with model uncertainty. The method proposed has as objective to find a QFT robust controller ...
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This paper presents a methodology to design automatically a QFT (Quantitative Feedback Theory) robust controller for plants with model uncertainty. The method proposed has as objective to find a QFT robust controller that fulfills the control specifications for the whole set of plant models, without including parameter controller restrictions. The methodology is based on a global optimization and has been solved using a global mixed-integer nonlinear programming. The design of an active control for vibration attenuation in optical interferometers is used to validate the technique.
Data flow processing is a common task of embedded systems which is usually modeled as a pipeline. Errors in a block of this pipeline can be propagated through it thus leading to unexpected and erroneous behaviors. For...
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Data flow processing is a common task of embedded systems which is usually modeled as a pipeline. Errors in a block of this pipeline can be propagated through it thus leading to unexpected and erroneous behaviors. For safety related applications, this pipeline has to be able to identify and react to failures. The DMOSES model-driven development method uses deterministic UML activities to describe and implement data flow processing. This method ensures deterministic behavior of concurrent processing. Design by Contract defines formal, precise and verifiable interfaces for software components. We propose a development method for safe data flow processing based on the integration of this concept in deterministic UML activities. This integration allows the identification of errors by detection of contracts violation. This paper presents an extension of the DMOSES tool for contracts verification at the model level and their monitoring at runtime.
The complexity of pairwise RNA structure alignment depends on the structural restrictions assumed for both the input structures and the computed consensus structure. For arbitrarily crossing input and consensus struct...
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Aim Genotyping of DRB1 and DRB3/4/5 is performed in our lab using generic DRB PCR primers, followed by sequencing on the 454 GS FLX and use of Conexio Genomics software. During genotyping homozygous cell lines, we det...
Aim Genotyping of DRB1 and DRB3/4/5 is performed in our lab using generic DRB PCR primers, followed by sequencing on the 454 GS FLX and use of Conexio Genomics software. During genotyping homozygous cell lines, we detected additional sequences at about 7% of the read depth of the reported true allele. These artifacts appeared to be PCR crossovers between the DRB1 and DRB3/4/5 sequences. The crossovers usually had one or more mismatches with the IMGT database but occasionally matched a very rare allele (e.g. DRB1 ∗ 03:42). We performed a study to determine if these sequences were in vitro artifacts and to determine if some rare DRB alleles in the IMGT database might, in fact, be in vitro artifacts that had been submitted. Methods To test for in vitro artifact formation during late cycles of genomic PCR, we amplified the DRB loci from 21 homozygous cells lines under both our standard PCR conditions (35 cycles) and a reduced number of cycles (28), followed by 454 sequencing. Using the same PCR conditions, we also sequenced the DRB loci of four samples, each of which had previously been identified as having a novel DRB allele that was subsequently submitted to the IMGT database. Results For all homozygous 21 cell lines, amplification for 35 cycles gave low abundance sequences as possible “second alleles.” In 36% of the cases, these artifactual sequences corresponded to named alleles. Such sequences were not detected with amplification for 28 cycles. In the case of 4 samples with rare alleles previously submitted to the IMGT, we found that 3 were true alleles. The fourth, while not a crossover product, contained a sequencing error which was revealed by our 454 HLA genotyping assay. Conclusions Formation of in vitro crossover products of the DRB loci can occur in late cycles of PCR. PCR conditions have been identified that minimize generation of these in vitro artifacts. Clonal sequencing on the 454 GS FLX is a valuable method for revealing both these artifacts and tradit
This paper presents a new tuning method based on model parameters identified in closed-loop. For classical controllers such as PI(D) controllers a large number of simple tuning methods for various application areas ex...
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ISBN:
(纸本)9781849192521
This paper presents a new tuning method based on model parameters identified in closed-loop. For classical controllers such as PI(D) controllers a large number of simple tuning methods for various application areas exist. However, when it comes to designing a generalised predictive controller (GPC) four parameters have to be specified. To choose those parameters is not a trivial task since they are not directly related to control or regulation performance. The presented tuning method exploits model-parameters to select suitable controller parameters. Additionally, a Rhinehart filter is incorporated in the design to decrease the impact of noise, therefore, a fifth parameter has to be optimised. The proposed method has been tested in simulation and on a real system.
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