Classification of multi-jet topologies in e+ e- collisions using multivariate analysis methods and new morphological variables

被引：5
|
作者：
Mjahed, M [1 ]
机构：
[1] Ecole Royale Air, Math & Syst Dept, Marrakech 40000, Morocco
[2] Fac Sci Semlalia, LPTN, Marrakech 40000, Morocco
来源：
NUCLEAR PHYSICS B-PROCEEDINGS SUPPLEMENTS | 2002年 / 106卷
关键词：
D O I：
10.1016/S0920-5632(01)01939-9
中图分类号：
O412 [相对论、场论]; O572.2 [粒子物理学];
学科分类号：
摘要：
A new kind of morphological variables and several multivariate analysis methods are used to separate between four classes of events produced at LEP2: the events with 2 jets, 3 jets, 4 jets and those having a more abundant jet topology (n jets, n > 4). The efficiencies and purities achieved with the optimized neural network are in average 1 to 8 % higher than those obtained with the other techniques.
引用
收藏
页码：1094 / 1096
页数：3
相关论文
共 18 条
  • [1] Classification of multi-jet topologies in e+ e- collisions using multivariate analysis methods and morphological variables
    Mjahed, M
    PROCEEDINGS OF CHEP 2001, 2001, : 197 - 201
  • [2] Multivariate decision tree designing for the classification of multi-jet topologies in e+e- collisions
    Mjahed, M
    NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2002, 481 (1-3): : 601 - 614
  • [3] Using neural networks with new morphological variables to recognize the number of jets in e+ e- reactions
    Dept. Maths et Systèmes, Lab. d'Automat. Ecl. Royale de l'Air, Marrakech, Morocco
    不详
    Nucl Instrum Methods Phys Res Sect A, 1 (170-175):
  • [4] Using neural networks with new morphological variables to recognize the number of jets in e+ e- reactions
    Mjahed, M
    NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 1999, 432 (01): : 170 - 175
  • [5] Multi-modular neural networks for the classification of e+ e- hadronic events
    Proriol, J.
    Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 1994, A337 (2-3) : 566 - 572
  • [6] MMI object analysis and the distributed components for a new console in the KEK e-/e+ Linac
    Abe, I
    Dasgupta, S
    Mutoh, M
    ACCELERATOR AND LARGE EXPERIMENTAL PHYSICS CONTROL SYSTEMS, 1997, : 519 - 521
  • [7] Search for the standard model Higgs boson in e+ e- four-jet topology using neural networks and discriminant analysis
    Mjahed, M
    NUCLEAR PHYSICS B-PROCEEDINGS SUPPLEMENTS, 2003, 119 : 1027 - 1029
  • [8] Simulation on the response of new phosphate glass RPC for γ-rays and e+/e- particles using GEANT3
    Jamil, Muhammad
    Rhee, June T.
    Jeon, Young J.
    CENTRAL EUROPEAN JOURNAL OF PHYSICS, 2008, 6 (03): : 524 - 529
  • [9] Top-spin analysis of new scalar and tensor interactions in e+ e - collisions with transverse beam polarization
    Ananthanarayan, B.
    Patra, Monalisa
    Rindani, Saurabh D.
    PRAMANA-JOURNAL OF PHYSICS, 2012, 79 (05): : 1275 - 1279
  • [10] MEASUREMENT OF R AND SEARCH FOR NEW QUARK FLAVORS DECAYING INTO MULTI-JET FINAL-STATES IN E+E- COLLISIONS BETWEEN 54.0 AND 61.4 GEV CM ENERGIES
    ABE, K
    AMAKO, K
    ARAI, Y
    ASANO, Y
    CHIBA, M
    CHIBA, Y
    DAIGO, M
    EMURA, T
    ENDO, I
    FUKAWA, M
    FUKUI, T
    FUKUSHIMA, Y
    HABA, J
    HAIDT, D
    HAYASHIBARA, I
    HEMMI, Y
    HIGUCHI, M
    HIROSE, T
    HOJYO, Y
    HOMMA, Y
    HOSHI, Y
    IKEGAMI, Y
    ISHIHARA, N
    KAMITANI, T
    KANEMATSU, N
    KANZAKI, J
    KIKUCHI, R
    KONDO, T
    KOSEKI, T
    KURASHIGE, H
    MATSUI, T
    MINAMI, M
    MIYAKE, K
    MORI, S
    NAGASHIMA, Y
    NAKAMURA, T
    NAKANO, I
    NARITA, Y
    ODAKA, S
    OGAWA, K
    OHAMA, T
    OHSUGI, T
    OKAMOTO, A
    ONO, A
    OSABE, H
    OYAMA, T
    SAITO, H
    SAKAE, H
    SAKAMOTO, H
    SAKAMOTO, S
    PHYSICS LETTERS B, 1990, 234 (03) : 382 - 388
12