Institution
University of Avignon
Education•Avignon, Provence-Alpes-Côte-d'Azur, France•
About: University of Avignon is a education organization based out in Avignon, Provence-Alpes-Côte-d'Azur, France. It is known for research contribution in the topics: Population & Speaker recognition. The organization has 1526 authors who have published 3766 publications receiving 88928 citations.
Topics: Population, Speaker recognition, Context (language use), Extraction (chemistry), Wireless network
Papers published on a yearly basis
Papers
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01 Oct 2018TL;DR: This work analyzes NSL-KDD Dataset using PCA-fuzzy Clustering-KNN analytic and tries to define the performance of incident using machine learning algorithms, the algorithm learns what type of attacks are found in which classes in order to improve the classification accuracy and reduce high false alarm rate.
Abstract: Nowadays, information security is extremely critical issues for every organization to protect information from the useless data on the manipulation of network traffic or intrusion. Intrusion detection system has one of the important roles to prevent data or information from malicious behaviors because its capable of detecting attacks in several available environments. Thereafter, many researches concentrate on developing new algorithms to treat the Dataset by different way. In this work, we suggest a new proposed PCA-fuzzy Clustering-KNN method that means ensemble of Analysis of Principal Component and Fuzzy Clustering with K-Nearest Neighbor feature selection technics. However, we perform two main class classifications to construct our suggested model. Then, to check the robustness of model we used as well-known Dataset NSL-KDD used for analysis of anomaly. This Dataset is based on benchmark data used for intrusion detection, KDDCup 1999. Therefore, we analyse NSL-KDD Dataset using PCA-fuzzy Clustering-KNN analytic and try to define the performance of incident using machine learning algorithms, the algorithm learns what type of attacks are found in which classes in order to improve the classification accuracy and reduce high false alarm rate and detects the maximum of detection rate from Dataset as shown by the numerical results.
40 citations
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TL;DR: Cell-free expression of Escherichia coli leader peptidase, Halobacterium salinarium bacteriorhodopsin and E. coli MscL in the presence of non-detergent surfactant, amphipols and fluorinated surfactants is reported and results are discussed in the light of membrane protein refolding.
40 citations
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TL;DR: The results show that HCA residues promote π-stacking interactions between the phenolic nuclei, thereby efficiently protecting the cyanidin chromophore against water addition leading to colorless forms, which translates in an improved resistance against the long-term color loss in mildly alkaline conditions, signalling the irreversible degradation of the Chromophore.
40 citations
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01 Jan 2010TL;DR: The first experimental results show the efficiency of the proposed portability methods in general for a fast and low-cost SLU porting from French to Italian and the best performance are obtained by using translation only at the test level.
Abstract: The challenge with language portability of a spoken language understanding module is to be able to reuse the knowledge and the data available in a source language to produce knowledge in the target language. In this paper several approaches are proposed, motivated by the availability of the MEDIA French dialogue corpus and its manual translation into Italian. The three portability methods investigated are based on statistical machine translation or automatic word alignment techniques and differ in the level of the system development at which the translation is performed. The first experimental results show the efficiency of the proposed portability methods in general for a fast and low-cost SLU porting from French to Italian and the best performance are obtained by using translation only at the test level.
40 citations
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TL;DR: Investigation of whether the conditions of growth of the vegetative cells, prior to sporulation, could affect spore heat resistance of B. weihenstephanensis KBAB4 spores found final spore concentration was not significantly affected by the Vegetative cell growth stage while it was by the temperature during growing and sporulation steps.
40 citations
Authors
Showing all 1574 results
Name | H-index | Papers | Citations |
---|---|---|---|
Peter J. Diggle | 85 | 518 | 40325 |
Frédéric Baret | 73 | 289 | 25453 |
Farid Chemat | 71 | 339 | 18533 |
Eitan Altman | 60 | 637 | 16760 |
Mathilde Causse | 56 | 122 | 11973 |
Giancarlo Cravotto | 54 | 484 | 13555 |
Montserrat Dueñas | 52 | 117 | 6401 |
Catherine M.G.C. Renard | 52 | 235 | 9183 |
Pierre Renault | 49 | 172 | 23844 |
Yves Le Conte | 48 | 155 | 7985 |
Christophe Nguyen-The | 47 | 122 | 7499 |
Olivier Ouari | 46 | 145 | 6231 |
Miguel A. Pappolla | 46 | 121 | 9864 |
Marie-Josèphe Amiot | 45 | 113 | 7893 |
Marie Weiss | 44 | 139 | 9955 |