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| 1 | A Novel Active Learning Method Using SVM for Text Classification显示文摘Support vector machines(SVMs) are a popular class of supervised learning algorithms, and are particularly applicable to large and high-dimensional classification problems. Like most machine learning methods for data classification and information retrieval, they require manually labeled data samples in the training stage. However, manual labeling is a time consuming and errorprone task. One possible solution to this issue is to exploit the large number of unlabeled samples that are easily accessible via the internet. This paper presents a novel active learning method for text categorization. The main objective of active learning is to reduce the labeling effort, without compromising the accuracy of classification, by intelligently selecting which samples should be labeled.The proposed method selects a batch of informative samples using the posterior probabilities provided by a set of multi-class SVM classifiers, and these samples are then manually labeled by an expert. Experimental results indicate that the proposed active learning method significantly reduces the labeling effort, while simultaneously enhancing the classification accuracy. | Mohamed Goudjil Mouloud Koudil Mouldi Bedda Noureddine Ghoggali | 2018 | International Journal of Automation and computing2018，15，3： | 17 |
| 2 | Direct yaw-moment control of an in-wheel-motored electric vehicle based on body slip angle fuzzy ob- server显示文摘 | Geng Cong Mostefai Lotti Denai Mouloud | 2009 | IEEE Transactions on Industrial Elec- tronics2009，56，5： | 1 |
| 3 | A new weighted shortest path tree for converge cast traffic routing in WSN显示文摘 | BECHKIT Walid KOUDIL Mouloud CHALLAL Yacine | | 0，，13： | 1 |
| 4 | Nonextensive dust acoustic shock structures in complex plasmas显示文摘 | Mehran Shahmansouri Mouloud Tribeche | 2013 | Astrophysics and Space Science2013，，1： | 1 |
| 5 | Nonextensive dust acoustic solitary and shock waves in nonplanar geometry显示文摘 | Biswajit Sahu Mouloud Tribeche | 2012 | Astrophysics and Space Science2012，，2： | 1 |
| 6 | Numerical Simulation of Double Diffusive Mixed Convection in a Horizontal Annulus with Finned Inner Cylinder显示文摘The present work relates to a numerical investigation of double diffusive mixed convection around a horizontal annulus with a finned inner cylinder.The solutal and thermal buoyancy forces are sustained by maintaining the inner and outer cylinders at uniform temperatures and concentrations.Buoyancy effects are also considered,with the Boussinesq approximation.The forced convection effect is induced by the outer cylinder rotating with an angular velocity(ω)in an anti-clockwise direction.The studies are made for various combinations of dimensionless numbers;buoyancy ratio number(N),Lewis number(Le),Richardson number(Ri)and Grashof number(Gr).The isotherms,isoconcentrations and streamlines as well as both average and local Nusselt and Sherwood numbers were studied.A finite volume scheme is adopted to solve the transport equations for continuity,momentum,energy and mass transfer.The results indicate that the use of fins on the inner cylinder with outer cylinder rotation,significantly improves the heat and mass transfer in the annulus. | Cherfi Ryad Sadaoui Djamel Sahi Adel Mouloud Smail | 2019 | Fluid Dynamics & Materials Processing2019，15，2： | 1 |
| 7 | Electron-acoustic solitons in plasma with nonthermal electrons显示文摘 | Hamid Reza Pakzad Mouloud Tribeche | 2010 | Astrophysics and Space Science2010，，1： | 1 |
| 8 | Day case laparoscopic nephrectomy with vaginal extraction: initial experience显示文摘 | Baldini A Golfier F Mouloud K | 2014 | Urology2014，84，6： | 1 |
| 9 | AntPart:an algorithm for the unsupervised classification problem using ants显示文摘 | Lotfi Admane Karima Benatchba Mouloud Koudi | 2006 | Applied Mathematics and Computation2006，180，1： | 1 |
| 10 | Adaptive neighborhood contrast enhancement in mammographic phantom images显示文摘 | Guis Vincente H Adel Mouloud Rasiqni Monique | 2003 | Optical Engineering2003，42，2： | 1 |
| 11 | Direct Yaw-Moment Control of an In-Wheel-Motored Electric Vehicle Based on Body Slip Angle Fuzzy Observer 显示文摘 | Cong G Lotfi M Mouloud D | 2009 | IEEE Transactions on Industrial Electronics2009，56，5： | 1 |
| 12 | Prevalence of varieocele among primary and secondary infertile men: Association with occupation, smoking and drinking alcohol显示文摘 | Hamid Shafi Seddigheh Esmaeilzadeh Mouloud Agaja- ni Delavar | 2014 | N Am J Med Sci2014，6，10： | 1 |
| 13 | Neural network-DFT based model for magne- tostrictive hysteresis 显示文摘 | ABDELMADJID N ELAMINE N MOULOUD F | 2013 | International Journal of Applied Electrornagnetics and Mechanics2013，42，3： | 1 |
| 14 | Adaptive neighborhood contrast enhancement in mammographic phantom images显示文摘 | Guis Vincente H Adel Mouloud Rasiqui Monique | 2003 | Optical Engineering2003，42，2： | 1 |
| 15 | Propagation properties of ion acoustic waves in a magnetized superthermal bi-ion plasma显示文摘 | Mehran Shahmansouri Mouloud Tribeche | 2014 | Astrophysics and Space Science2014，，2： | 1 |
| 16 | Ion acoustic solitary waves in bi-ion plasma with superthermal electrons显示文摘 | Mehran Shahmansouri Mouloud Tribeche | 2014 | Astrophysics and Space Science2014，，2： | 1 |
| 17 | Flocculation Dispersion in Khyveromyces Zactis显示文摘 | Mouloud Bellal Joseph Boudrant Lila Elfoul | 1995 | Process Biochemistry1995，7，30： | 1 |
| 18 | Modeling and optimization of induction cooking by the use of magneto-thermal finite element analysis and genetic algorithms显示文摘感应的煮与传统的加热系统相比有几个优点;然而,获得最好的效率,有一个电感器在平底锅底部上给同类的温度是必要的。为这个目的,我们与包含卷的四个喉咙建议引导者的结构并且优化他们的分发。在这份报纸,首先,我们由一个有限元素方法为系统的磁电机热的现象建模(女性) 平均数由拿系统的非线性在平底锅底部上决定温度的分发。这研究证明温度分布不是同类的。第二,被基因算法(气体) 与目的获得在平底锅底部,喉咙分发的最佳的决心和他们的尺寸上有同类的温度分发。优化结构允许满足我们的目的。 | Abdelkader KANSSAB Abdelhalim ZAOUI Mouloud FELIACHI | 2012 | Frontiers of Electrical and Electronic Engineering in China2012，7，3： | 1 |
| 19 | Using artificial bees to solve partitioning and scheduling problems in codesign 显示文摘 | Mouloud Koudil | 2007 | Applied Mathematics and Computation2007，186，2： | 1 |
| 20 | Dust acoustic localized structures in an electron depleted dusty plasma with two-suprathermal ion-temperature显示文摘 | Mehran Shahmansouri Mouloud Tribeche | 2012 | Astrophysics and Space Science2012，，1： | 1 |
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