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IEEE International Conference on Fuzzy systems

作者： Takahiro Yamanoi Yoshinori Tanaka Mika Otsuki Hisashi Toyoshima Toshimasa Yamazaki Graduate School of Engineering Hokkai Gakuen University Japan Technical Software Faculty of Health Sciences Hokkaido University Faculty of Computer Science and Systems Engineering Kyushu Institute of Technology

ISBN: (纸本)9781479920747

The authors measured electroencephalograms (EEGs) from subjects looking at line drawings of body parts and recalling their names silently. The equivalent current dipole source localization (ECDL) method is applied to the event related potentials (ERPs): summed EEGs. ECDs are localized to the primary visual area V1, to the ventral pathway (ITG: Inferior Temporal Gyrus), to the parahippocampus (ParaHip), the right angular gyrus (AnG), to the right supramarginal gyrus (SMG) and to the Wernike's area. Then ECDs are localized to the Broca's area, to the postcentral gyrus (PstCG) and to the fusiform gyrus (FuG), and again to the Broca's area. These areas are related to the integrated process of visual recognition of pictures and the retrieval of words. Some of these areas are also related to image recognition and word generation. And process of search and preservation in the memory is done from the result of some ECDs to the paraHip.

关键词： Visualization Electroencephalography Manganese Educational institutions Electric potential Electrodes Brain

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A Study on User Activity Patterns in the Wireless Network

A Study on User Activity Patterns in the Wireless Network

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2012 2nd International Conference on Advanced Materials and Information technology Processing(AMITP 2012)

作者： ChunXia Yang HongFa Wu Masaru Itoh Tao Zhou Institute of Information and System Science Nanjing University of Information Science and Technology Faculty of Information Science Aichi Institute of Technology1247 Yachikusa Yakusa-cho Toyota School of Computer Science and Engineering University of Electronic Science and Technology of China

Wireless local network traces have become an important source of information regarding user activity patterns in the wireless *** on the traces at the University of Southern California,this study investigates the temporal statistics of inter-arrival time denoting a time interval between two consecutive arrivals at a access point for a *** are the found results that the distribution function of inter-arrival time takes on various forms including exponential form,heavy tail type where the tail can be well fitted by a power-law decaying function and wide power-law form which spans in a wide scale range from several seconds to two days or *** the results indicate that there don’t exist potential,statistically identical arrivals and that simulating network traffic cannot be done with Poisson models.

关键词： Wireless Network User Activity Pattern Inter-Arrival Time Power-Law Distribution

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Reconsideration of rules in tables with non-deterministic data

Reconsideration of rules in tables with non-deterministic da...

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IEEE International Conference on Granular Computing (GRC)

作者： Hiroshi Sakai Mao Wu Naoto Yamaguchi Chenxi Liu Michinori Nakata Department of Applied Science for Integrated System Engineering Kyushu Institute of Technology Tobata Kitakyushu Japan Faculty of Management and Information Science Josai International University Togane Chiba Japan

This paper briefly surveys rough set-based framework RNIA (Rough Non-deterministic Information Analysis), which can handle tables with non-deterministic data. Each rough set-based concept in the standard tables is redefined based on the possible world semantics. Especially, in rule generation, we reconsider the definition of rules, because the standard definition of rule generation cannot be applicable to defining rules in RNIA. In this paper, we describe the new framework for handling rules in RNIA, which gives us new rule-based table data analysis.

关键词： Rough sets Information systems Data mining Software tools Software algorithms Accuracy Information analysis

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A study of an automorphism on the logistic maps over prime fields

A study of an automorphism on the logistic maps over prime f...

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International Symposium on Information Theory and Its Applications, ISITA

作者： Takeru Miyazaki Shunsuke Araki Satoshi Uehara Yasuyuki Nogami Faculty of Environmental Engineering University of Kitakyushu Kitakyushu City Fukuoka Japan Faculty of Computer Science and Systems Engineering Kyushu Institute of Technology Iizuka City Fukuoka Japan Faculty of Engineering Okayama University Okayama Japan

In this paper, we propose a logistic map over prime fields, which is one way to implement the logistic map over real domain into a computer. We describe a definition and some properties for the logistic map over prime fields, and prove an automorphism between two maps with different control values. We also discuss both advantages and disadvantages of the existence for the automorphism, and an aptitude for the map used by the pseudorandom number generators.

关键词： Logistics Equations Generators Australia Trajectory Information theory Cities and towns

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Relations between evaluations of NIST tests and Lyapunov exponents of sequences generated by the logistic map over integers

Relations between evaluations of NIST tests and Lyapunov exp...

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International Symposium on Information Theory and Its Applications, ISITA

作者： Chikara Miyazaki Takeru Miyazaki Satoshi Uehara Shunsuke Araki Kitakyushu Shiritsu Daigaku Kitakyushu Fukuoka JP Faculty of Environmental Engineering The University of Kitakyushu Kitakyushu Fukuoka JAPAN Faculty of Computer Science and Systems Engineering Kyushu Institute of Technology Iizuka Fukuoka JAPAN

We have been studying the characteristics of the sequence generated by the logistic map over integers. In this paper, we examine the relationship of the NIST statistical tests to the Lyapunov exponents of the sequence. Then, we confirm good correlations between a sign of the exponents and both p-value and proportion of the NIST statistical tests. Therefore, we prove that the exponents indicates randomness of sequences generated by the logistic map over integers.

关键词： Logistics NIST Australia Complexity theory Generators Probability Information theory

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Measurement of the proton-air cross section with Telescope Array’s Middle Drum detector and surface array in hybrid mode

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Physical Review D 2015年第3期92卷 032007-032007页

作者： R. U. Abbasi M. Abe T. Abu-Zayyad M. Allen R. Azuma E. Barcikowski J. W. Belz D. R. Bergman S. A. Blake R. Cady M. J. Chae B. G. Cheon J. Chiba M. Chikawa W. R. Cho T. Fujii M. Fukushima T. Goto W. Hanlon Y. Hayashi N. Hayashida K. Hibino K. Honda D. Ikeda N. Inoue T. Ishii R. Ishimori H. Ito D. Ivanov C. C. H. Jui K. Kadota F. Kakimoto O. Kalashev K. Kasahara H. Kawai S. Kawakami S. Kawana K. Kawata E. Kido H. B. Kim J. H. Kim S. Kitamura Y. Kitamura V. Kuzmin Y. J. Kwon J. Lan S. I. Lim J. P. Lundquist K. Machida K. Martens T. Matsuda T. Matsuyama J. N. Matthews M. Minamino Y. Mukai I. Myers K. Nagasawa S. Nagataki T. Nakamura T. Nonaka A. Nozato S. Ogio J. Ogura M. Ohnishi H. Ohoka K. Oki T. Okuda M. Ono A. Oshima S. Ozawa I. H. Park M. S. Pshirkov D. C. Rodriguez G. Rubtsov D. Ryu H. Sagawa N. Sakurai L. M. Scott P. D. Shah F. Shibata T. Shibata H. Shimodaira B. K. Shin H. S. Shin J. D. Smith P. Sokolsky R. W. Springer B. T. Stokes S. R. Stratton T. A. Stroman T. Suzawa M. Takamura M. Takeda R. Takeishi A. Taketa M. Takita Y. Tameda H. Tanaka K. Tanaka M. Tanaka S. B. Thomas G. B. Thomson P. Tinyakov I. Tkachev H. Tokuno T. Tomida S. Troitsky Y. Tsunesada K. Tsutsumi Y. Uchihori S. Udo F. Urban G. Vasiloff T. Wong R. Yamane H. Yamaoka K. Yamazaki J. Yang K. Yashiro Y. Yoneda S. Yoshida H. Yoshii R. Zollinger Z. Zundel High Energy Astrophysics Institute and Department of Physics and Astronomy University of Utah Salt Lake City Utah USA The Graduate School of Science and Engineering Saitama University Saitama Saitama Japan Graduate School of Science and Engineering Tokyo Institute of Technology Meguro Tokyo Japan Department of Physics and Institute for the Early Universe Ewha Womans University Seodaaemun-gu Seoul Korea Department of Physics and The Research Institute of Natural Science Hanyang University Seongdong-gu Seoul Korea Department of Physics Tokyo University of Science Noda Chiba Japan Department of Physics Kinki University Higashi Osaka Osaka Japan Department of Physics Yonsei University Seodaemun-gu Seoul Korea Institute for Cosmic Ray Research University of Tokyo Kashiwa Chiba Japan Kavli Institute for the Physics and Mathematics of the Universe (WPI) Todai Institutes for Advanced Study The University of Tokyo Kashiwa Chiba Japan Graduate School of Science Osaka City University Osaka Osaka Japan Faculty of Engineering Kanagawa University Yokohama Kanagawa Japan Interdisciplinary Graduate School of Medicine and Engineering University of Yamanashi Kofu Yamanashi Japan Astrophysical Big Bang Laboratory RIKEN Wako Saitama Japan Department of Physics Tokyo City University Setagaya-ku Tokyo Japan Institute for Nuclear Research of the Russian Academy of Sciences Moscow Russia Advanced Research Institute for Science and Engineering Waseda University Shinjuku-ku Tokyo Japan Department of Physics Chiba University Chiba Chiba Japan Department of Physics School of Natural Sciences Ulsan National Institute of Science and Technology UNIST-gil Ulsan Korea Institute of Particle and Nuclear Studies KEK Tsukuba Ibaraki Japan Faculty of Science Kochi University Kochi Kochi Japan Department of Physical Sciences Ritsumeikan University Kusatsu Shiga Japan Department of Physics Kyushu University Fukuoka Fukuoka Japan Engineering Science Laboratory C

In this work we are reporting on the measurement of the proton-air inelastic cross section σp−airinel using the Telescope Array detector. Based on the measurement of the σp−airinel, the proton-proton cross section σp−p value is also determined at s=95−8+5 TeV. Detecting cosmic ray events at ultrahigh energies with the Telescope Array enables us to study this fundamental parameter that we are otherwise unable to access with particle accelerators. The data used in this report are the hybrid events observed by the Middle Drum fluorescence detector together with the surface array detector collected over five years. The value of the σp−airinel is found to be equal to 567.0±70.5[Stat]−25+29[Sys] mb. The total proton-proton cross section is subsequently inferred from Glauber formalism and the Block, Halzen and Stanev QCD inspired fit and is found to be equal to 170−44+48[Stat]−17+19[Sys] mb.

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Weighed Nonlinear Hybrid Neural Networks in Underground Rescue Mission

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International Scholarly Research Notices 2014年第1期2014卷 1-13页

作者： Hongxing Yao Mary Opokua Ansong Jun Steed Huang Institute of System Engineering Faculty of Science Jiangsu University 301 Xuefu Zhenjiang 212013 *** College of Finance and Economics Jiangsu University 301 Xuefu Zhenjiang 212013 *** Department of Computer Science School of Applied Science Kumasi Polytechnic P.O. Box 854 Kumasi Ghanakpoly.edu.gh Computer Science and Technology School of Computer Science & Telecommunication Jiangsu University 301 Xuefu Zhenjiang 212013 ***

In our previous work, a novel model called compact radial basis function (CRBF) in a routing topology control has been modelled. The computational burden of Zhang and Gaussian transfer functions was modified by removing the power parameters on the models. The results showed outstanding performance over the Zhang and Gaussian models. This study researched on several hybrids forms of the model where cosine ( cos ) and sine ( sin ) nonlinear weights were imposed on the two transfer functions such that Y (out) = logsig( R ) + [exp⁡⁡(−abs( R ))]*(±cos⁡ or ± sin( R )). The purpose was to identify the best hybrid that optimized all of its parameters with a minimum error. The results of the nonlinear weighted hybrids were compared with a hybrid of Gaussian model. Simulation revealed that the negative nonlinear weights hybrids optimized all the parameters and it is substantially superior to the previous approaches presented in the literature, with minimized errors of 0.0098, 0.0121, 0.0135, and 0.0129 for the negative cosine (HSCR-BF −cos ), positive cosine (HSCR-BF +cos ), negative sine (HSCR-BF −sin ), and positive sine (HSCR-BF +sin ) hybrids, respectively, while sigmoid and Gaussian radial basis functions (HSGR-BF +cos ) were 0.0117. The proposed hybrid could serve as an alternative approach to underground rescue operation.

关键词： NONLINEAR theories NEURAL networks (computer science) RESCUE work COMPACT spaces (Topology) RADIAL basis functions ROUTING (computer network management) GAUSSIAN processes

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Fuzzy cognitive map reconstruction: Methodologies and experiments

Fuzzy cognitive map reconstruction: Methodologies and experi...

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6th International Conference on Agents and Artificial Intelligence, ICAART 2014

作者： Homenda, Wladyslaw Jastrzebska, Agnieszka Pedrycz, Witold Faculty of Mathematics and Information Science Warsaw University of Technology ul. Koszykowa 75 00-662 Warsaw Poland System Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland Department of Electrical and Computer Engineering University of Alberta Edmonton T6R 2G7 AB Canada

ISBN: (纸本)9789897580154

The paper is focused on fuzzy cognitive maps - abstract soft computing models, which can be applied to model complex systems with uncertainty. The authors present two distinct methodologies for fuzzy cognitive map reconstruction based on gradient learning. Both theoretical and practical issues involved in the process of a map reconstruction are discussed. Among researched and described aspects are: map sizes, data dimensionality, distortions, optimization procedure, etc. Theoretical results are supported by a series of experiments, that allow to evaluate the quality of the developed approach. The authors compare both procedures and discuss practical issues, that are entailed in the developed methodology. The goal of this study is to investigate theoretical and practical problems, that are relevant in the Fuzzy Cognitive Map reconstruction process.

关键词： Fuzzy Cognitive Maps

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Measurement of the Inelastic Proton-Proton Cross Section at s=13 TeV with the ATLAS Detector at the LHC

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Physical Review Letters 2016年第18期117卷 182002-182002页

作者： M. Aaboud G. Aad B. Abbott J. Abdallah O. Abdinov B. Abeloos R. Aben O. S. AbouZeid N. L. Abraham H. Abramowicz H. Abreu R. Abreu Y. Abulaiti B. S. Acharya L. Adamczyk D. L. Adams J. Adelman S. Adomeit T. Adye A. A. Affolder T. Agatonovic-Jovin J. Agricola J. A. Aguilar-Saavedra S. P. Ahlen F. Ahmadov G. Aielli H. Akerstedt T. P. A. Åkesson A. V. Akimov G. L. Alberghi J. Albert S. Albrand M. J. Alconada Verzini M. Aleksa I. N. Aleksandrov C. Alexa G. Alexander T. Alexopoulos M. Alhroob B. Ali M. Aliev G. Alimonti J. Alison S. P. Alkire B. M. M. Allbrooke B. W. Allen P. P. Allport A. Aloisio A. Alonso F. Alonso C. Alpigiani M. Alstaty B. Alvarez Gonzalez D. Álvarez Piqueras M. G. Alviggi B. T. Amadio K. Amako Y. Amaral Coutinho C. Amelung D. Amidei S. P. Amor Dos Santos A. Amorim S. Amoroso G. Amundsen C. Anastopoulos L. S. Ancu N. Andari T. Andeen C. F. Anders G. Anders J. K. Anders K. J. Anderson A. Andreazza V. Andrei S. Angelidakis I. Angelozzi P. Anger A. Angerami F. Anghinolfi A. V. Anisenkov N. Anjos A. Annovi C. Antel M. Antonelli A. Antonov F. Anulli M. Aoki L. Aperio Bella G. Arabidze Y. Arai J. P. Araque A. T. H. Arce F. A. Arduh J-F. Arguin S. Argyropoulos M. Arik A. J. Armbruster L. J. Armitage O. Arnaez H. Arnold M. Arratia O. Arslan A. Artamonov G. Artoni S. Artz S. Asai N. Asbah A. Ashkenazi B. Åsman L. Asquith K. Assamagan R. Astalos M. Atkinson N. B. Atlay K. Augsten G. Avolio B. Axen M. K. Ayoub G. Azuelos M. A. Baak A. E. Baas M. J. Baca H. Bachacou K. Bachas M. Backes M. Backhaus P. Bagiacchi P. Bagnaia Y. Bai J. T. Baines O. K. Baker E. M. Baldin P. Balek T. Balestri F. Balli W. K. Balunas E. Banas Sw. Banerjee A. A. E. Bannoura L. Barak E. L. Barberio D. Barberis M. Barbero T. Barillari M-S Barisits T. Barklow N. Barlow S. L. Barnes B. M. Barnett R. M. Barnett Z. Barnovska A. Baroncelli G. Barone A. J. Barr L. Barranco Navarro F. Barreiro J. Barreiro Guimarães da Costa R. Bartoldus A. E. Barton P. Bartos A. Basalaev A. Bassalat R. L. Bates S. J. Batista J. R. Batley M. Battaglia M. Bauce F. Faculté des Sciences Université Mohamed Premier and LPTPM Oujda Morocco CPPM Aix-Marseille Université and CNRS/IN2P3 Marseille France Homer L. Dodge Department of Physics and Astronomy University of Oklahoma Norman Oklahoma USA University of Iowa Iowa City Iowa USA Institute of Physics Azerbaijan Academy of Sciences Baku Azerbaijan LAL Univ. Paris-Sud CNRS/IN2P3 Université Paris-Saclay Orsay France Nikhef National Institute for Subatomic Physics and University of Amsterdam Amsterdam Netherlands Santa Cruz Institute for Particle Physics University of California Santa Cruz Santa Cruz California USA Department of Physics and Astronomy University of Sussex Brighton United Kingdom Raymond and Beverly Sackler School of Physics and Astronomy Tel Aviv University Tel Aviv Israel Department of Physics Technion: Israel Institute of Technology Haifa Israel Center for High Energy Physics University of Oregon Eugene Oregon USA Department of Physics Stockholm University Sweden The Oskar Klein Centre Stockholm Sweden INFN Gruppo Collegato di Udine Sezione di Trieste Udine Italy ICTP Trieste Italy AGH University of Science and Technology Faculty of Physics and Applied Computer Science Krakow Poland Physics Department Brookhaven National Laboratory Upton New York USA Department of Physics Northern Illinois University DeKalb Illinois USA Fakultät für Physik Ludwig-Maximilians-Universität München München Germany Particle Physics Department Rutherford Appleton Laboratory Didcot United Kingdom Oliver Lodge Laboratory University of Liverpool Liverpool United Kingdom Institute of Physics University of Belgrade Belgrade Serbia II Physikalisches Institut Georg-August-Universität Göttingen Germany Laboratório de Instrumentação e Física Experimental de Partículas—LIP Lisboa Portugal Departamento de Fisica Teorica y del Cosmos and CAFPE Universidad de Granada Granada Spain Department of Physics Boston University Boston Massachusetts USA Joint Institute for Nu

This Letter presents a measurement of the inelastic proton-proton cross section using 60 μb−1 of pp collisions at a center-of-mass energy s of 13 TeV with the ATLAS detector at the LHC. Inelastic interactions are selected using rings of plastic scintillators in the forward region (2.07<|η|<3.86) of the detector. A cross section of 68.1±1.4 mb is measured in the fiducial region ξ=MX2/s>10−6, where MX is the larger invariant mass of the two hadronic systems separated by the largest rapidity gap in the event. In this ξ range the scintillators are highly efficient. For diffractive events this corresponds to cases where at least one proton dissociates to a system with MX>13 GeV. The measured cross section is compared with a range of theoretical predictions. When extrapolated to the full phase space, a cross section of 78.1±2.9 mb is measured, consistent with the inelastic cross section increasing with center-of-mass energy.

关键词： Particle interactions Particle production Quark & gluon jets Hadron colliders

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Search for Higgs and Z Boson Decays to ϕγ with the ATLAS Detector

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Physical Review Letters 2016年第11期117卷 111802-111802页

作者： M. Aaboud G. Aad B. Abbott J. Abdallah O. Abdinov B. Abeloos R. Aben O. S. AbouZeid N. L. Abraham H. Abramowicz H. Abreu R. Abreu Y. Abulaiti B. S. Acharya L. Adamczyk D. L. Adams J. Adelman S. Adomeit T. Adye A. A. Affolder T. Agatonovic-Jovin J. Agricola J. A. Aguilar-Saavedra S. P. Ahlen F. Ahmadov G. Aielli H. Akerstedt T. P. A. Åkesson A. V. Akimov G. L. Alberghi J. Albert S. Albrand M. J. Alconada Verzini M. Aleksa I. N. Aleksandrov C. Alexa G. Alexander T. Alexopoulos M. Alhroob B. Ali M. Aliev G. Alimonti J. Alison S. P. Alkire B. M. M. Allbrooke B. W. Allen P. P. Allport A. Aloisio A. Alonso F. Alonso C. Alpigiani M. Alstaty B. Alvarez Gonzalez D. Álvarez Piqueras M. G. Alviggi B. T. Amadio K. Amako Y. Amaral Coutinho C. Amelung D. Amidei S. P. Amor Dos Santos A. Amorim S. Amoroso G. Amundsen C. Anastopoulos L. S. Ancu N. Andari T. Andeen C. F. Anders G. Anders J. K. Anders K. J. Anderson A. Andreazza V. Andrei S. Angelidakis I. Angelozzi P. Anger A. Angerami F. Anghinolfi A. V. Anisenkov N. Anjos A. Annovi C. Antel M. Antonelli A. Antonov F. Anulli M. Aoki L. Aperio Bella G. Arabidze Y. Arai J. P. Araque A. T. H. Arce F. A. Arduh J-F. Arguin S. Argyropoulos M. Arik A. J. Armbruster L. J. Armitage O. Arnaez H. Arnold M. Arratia O. Arslan A. Artamonov G. Artoni S. Artz S. Asai N. Asbah A. Ashkenazi B. Åsman L. Asquith K. Assamagan R. Astalos M. Atkinson N. B. Atlay K. Augsten G. Avolio B. Axen M. K. Ayoub G. Azuelos M. A. Baak A. E. Baas M. J. Baca H. Bachacou K. Bachas M. Backes M. Backhaus P. Bagiacchi P. Bagnaia Y. Bai J. T. Baines O. K. Baker E. M. Baldin P. Balek T. Balestri F. Balli W. K. Balunas E. Banas Sw. Banerjee A. A. E. Bannoura L. Barak E. L. Barberio D. Barberis M. Barbero T. Barillari M-S Barisits T. Barklow N. Barlow S. L. Barnes B. M. Barnett R. M. Barnett Z. Barnovska A. Baroncelli G. Barone A. J. Barr L. Barranco Navarro F. Barreiro J. Barreiro Guimarães da Costa R. Bartoldus A. E. Barton P. Bartos A. Basalaev A. Bassalat R. L. Bates S. J. Batista J. R. Batley M. Battaglia M. Bauce F. Faculté des Sciences Université Mohamed Premier and LPTPM Oujda Morocco CPPM Aix-Marseille Université and CNRS/IN2P3 Marseille France Homer L. Dodge Department of Physics and Astronomy University of Oklahoma Norman Oklahoma USA University of Iowa Iowa City Iowa USA Institute of Physics Azerbaijan Academy of Sciences Baku Azerbaijan LAL Université Paris-Sud CNRS/IN2P3 Université Paris-Saclay Orsay France Nikhef National Institute for Subatomic Physics and University of Amsterdam Amsterdam Netherlands Santa Cruz Institute for Particle Physics University of California Santa Cruz Santa Cruz California USA Department of Physics and Astronomy University of Sussex Brighton United Kingdom Raymond and Beverly Sackler School of Physics and Astronomy Tel Aviv University Tel Aviv Israel Department of Physics Technion: Israel Institute of Technology Haifa Israel Center for High Energy Physics University of Oregon Eugene Oregon USA Department of Physics Stockholm University Sweden The Oskar Klein Centre Stockholm Sweden INFN Gruppo Collegato di Udine Sezione di Trieste Udine Italy ICTP Trieste Italy AGH University of Science and Technology Faculty of Physics and Applied Computer Science Krakow Poland Physics Department Brookhaven National Laboratory Upton New York USA Department of Physics Northern Illinois University DeKalb Illinois USA Fakultät für Physik Ludwig-Maximilians-Universität München München Germany Particle Physics Department Rutherford Appleton Laboratory Didcot United Kingdom Oliver Lodge Laboratory University of Liverpool Liverpool United Kingdom Institute of Physics University of Belgrade Belgrade Serbia II Physikalisches Institut Georg-August-Universität Göttingen Germany Laboratório de Instrumentação e Física Experimental de Partículas - LIP Lisboa Portugal Departamento de Fisica Teorica y del Cosmos and CAFPE Universidad de Granada Granada (Spain) Portugal Department of Physics Boston University Boston Massachusetts USA Join

A search for the decays of the Higgs and Z bosons to a ϕ meson and a photon is performed with a pp collision data sample corresponding to an integrated luminosity of 2.7 fb−1 collected at s=13 TeV with the ATLAS detector at the LHC. No significant excess of events is observed above the background, and 95% confidence level upper limits on the branching fractions of the Higgs and Z boson decays to ϕγ of 1.4×10−3 and 8.3×10−6, respectively, are obtained.

关键词： Electroweak interaction Leptonic, semileptonic & radiative decays Higgs bosons Strange quark Hadron colliders

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