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Diff-IDS:A Network Intrusion Detection Model Based on Diffusion Model for Imbalanced Data Samples
《Computers, Materials & Continua》2025年第3期4389-4408,共20页Yue Yang Xiangyan Tang Zhaowu Liu Jieren Cheng Haozhe Fang Cunyi Zhang 
supported by the Key Research and Development Program of Hainan Province(Grant Nos.ZDYF2024GXJS014,ZDYF2023GXJS163);the National Natural Science Foundation of China(NSFC)(Grant Nos.62162022,62162024);Collaborative Innovation Project of Hainan University(XTCX2022XXB02).
With the rapid development of Internet of Things technology,the sharp increase in network devices and their inherent security vulnerabilities present a stark contrast,bringing unprecedented challenges to the field of ...
关键词：Network traffic feature enhancement diffusion model multi-classification Algorithm 2(continued)13:end for 14:Return y 
Synthesis of Material Samples Based on the Texture's Structure
《Journal of Harbin Institute of Technology(New Series)》2025年第1期49-57,共9页Adib Akl Rita Harb 
In this paper,an image processing algorithm which is able to synthesize material textures of arbitrary shapes is proposed.The presented approach uses an arbitrary image to construct a structure layer of the material.T...
关键词：local orientation material sample second⁃moment matrix STRUCTURE synthesis 
Neural Network Based on Inter-layer Perturbation Strategy for Text Classification
《Machine Intelligence Research》2025年第1期176-188,共13页Nai Zhou Nianmin Yao Qibin Li 
supported by Project of China National Intellectual Property Administration(No.220134).
Recently,many researches have created adversarial samples to enrich the diversity of training data for improving the text classification performance via reducing the loss incurred in the neural network training.Howeve...
关键词：Perturbation strategy adversarial training machine learning text classification adversarial samples 
Microscopic analysis of mechanical anisotropy and damage evolution of 3D printed rock-like samples under uniaxial compressive tests
《Journal of Rock Mechanics and Geotechnical Engineering》2025年第2期688-704,共17页Yulong Shao Jingwei Yang Jineon Kim Jae-Joon Song Juhyuk Moon Jianyong Han 
supported by grants from the Human Resources Development program(Grant No.20204010600250);the Training Program of CCUS for the Green Growth(Grant No.20214000000500)by the Korea Institute of Energy Technology Evaluation and Planning(KETEP);funded by the Ministry of Trade,Industry,and Energy of the Korean Government(MOTIE).
Three-dimensional printing(3DP)offers valuable insight into the characterization of natural rocks and the verification of theoretical models due to its high reproducibility and accurate replication of complex defects ...
关键词：Quantitative analysis Three-dimensional printing(3DP) Gypsum samples In situ micro-computed tomography(micro-CT)scanning Mechanical anisotropy Bedding planes Damage evolution 
Effects of aggregate size distribution and carbon nanotubes on the mechanical properties of cemented gangue backfill samples under true triaxial compression
《International Journal of Minerals,Metallurgy and Materials》2025年第2期311-324,共14页Qian Yin Fan Wen Zhigang Tao Hai Pu Tianci Deng Yaoyao Meng Qingbin Meng Hongwen Jing Bo Meng Jiangyu Wu 
financially supported by the National Natural Science Foundation of China(Nos.52174092,51904290,and 52374147);the Natural Science Foundation of Jiangsu Province,China(No.BK20220157);the Fundamental Research Funds for the Central Universities,China(No.2022YCPY0202);the National Key Research and Development Program of China(No.2023YFC3804204);the Major Program of Xinjiang Uygur Autonomous Region S cience and Technology(No.2023A01002)。
The mechanical behavior of cemented gangue backfill materials(CGBMs)is closely related to particle size distribution(PSD)of aggregates and properties of cementitious materials.Consequently,the true triaxial compressio...
关键词：cemented gangue backfill materials particle size distribution true triaxial compression test carbon nanotubes mechanical properties failure modes 
Measurement of the integrated luminosity of data samples collected during 2019-2022 by the Belle Ⅱ experiment
《Chinese Physics C》2025年第1期7-18,共12页I.Adachi L.Aggarwal H.Ahmed J.K.Ahn H.Aihara N.Akopov A.Aloisio N.Althubiti N.Anh Ky D.M.Asner H.Atmacan T.Aushev V.Aushev M.Aversano R.Ayad V.Babu H.Bae S.Bahinipati P.Bambade Sw.Banerjee M.Barrett J.Baudot A.Baur A.Beaubien F.Becherer J.Becker J.V.Bennett F.U.Bernlochner V.Bertacchi M.Bertemes E.Bertholet M.Bessner S.Bettarini B.Bhuyan F.Bianchi L.Bierwirth T.Bilka D.Biswas A.Bobrov D.Bodrov J.Borah A.Boschetti A.Bozek P.Branchini T.E.Browder A.Budano S.Bussino Q.Campagna M.Campajola L.Cao G.Casarosa C.Cecchi J.Cerasoli M.-C.Chang P.Chang R.Cheaib P.Cheema B.G.Cheon K.Chilikin K.Chirapatpimol H.-E.Cho K.Cho S.-J.Cho S.-K.Choi S.Choudhury J.Cochran L.Corona J.X.Cui S.Das E.De La Cruz-Burelo S.A.De La Motte G.de Marino G.De Nardo G.De Pietro R.de Sangro M.Destefanis S.Dey R.Dhamija A.Di Canto F.Di Capua J.Dingfelder Z.Doležal I.Domínguez Jiménez T.V.Dong K.Dort D.Dossett S.Dubey K.Dugic G.Dujany P.Ecker D.Epifanov J.Eppelt P.Feichtinger T.Ferber T.Fillinger C.Finck G.Finocchiaro A.Fodor F.Forti A.Frey B.G.Fulsom A.Gabrielli E.Ganiev M.Garcia-Hernandez R.Garg G.Gaudino V.Gaur A.Gaz A.Gellrich G.Ghevondyan D.Ghosh H.Ghumaryan G.Giakoustidis R.Giordano A.Giri P.Gironella B.Gobbo R.Godang O.Gogota P.Goldenzweig W.Gradl E.Graziani D.Greenwald Z.Gruberová T.Gu K.Gudkova I.Haide S.Halder Y.Han K.Hara T.Hara C.Harris K.Hayasaka H.Hayashii S.Hazra C.Hearty M.T.Hedges A.Heidelbach I.Heredia de la Cruz M.Hernández Villanueva T.Higuchi M.Hoek M.Hohmann R.Hoppe P.Horak C.-L.Hsu T.Humair T.Iijima K.Inami N.Ipsita A.Ishikawa R.Itoh M.Iwasaki W.W.Jacobs D.E.Jaffe E.-J 
supported by Higher Education and Science Committee of the Republic of Armenia(23LCG-1C011);Australian Research Council and Research(DP200101792,DP210101900,DP210102831,DE220100462,LE210100098,LE230100085);Austrian Federal Ministry of Education,Science and Research,Austrian Science Fund(P 34529,J 4731,J 4625,M 3153);Horizon 2020 ERC Starting(947006)“InterLeptons”;Natural Sciences and Engineering Research Council of Canada,Compute Canada and CANARIE;National Key R&D Program of China(2022YFA1601903);National Natural Science Foundation of China(11575017,11761141009,11705209,11975076,12135005,12150004,12161141008,12175041);Natural Science Foundation Project of Shandong Province,China(ZR2022JQ02);the Czech Science Foundation(22-18469S)and Charles University Grant Agency(246122);European Research Council,Seventh Framework(PIEF-GA-2013-622527);Horizon 2020 ERC-Advanced(Grant Nos.267104 and 884719);Horizon 2020 ERC-Consolidator(819127);Horizon 2020 Marie Sklodowska-Curie Grant Agreement(700525)“NIOBE”and(101026516);Horizon 2020 Marie Sklodowska-Curie RISE project JENNIFER2 Grant Agreement(822070)(European grants);L'Institut National de Physique Nucléaire et de Physique des Particules(IN2P3)du CNRS and L'Agence Nationale de la Recherche(ANR)(ANR-21-CE31-0009)(France);BMBF,DFG,HGF,MPG,and AvH Foundation(Germany);Department of Atomic Energy under Project Identification(RTI 4002);Department of Science and Technology,and UPES SEED funding programs(UPES/R&D-SEED-INFRA/17052023/01,UPES/R&D-SOE/20062022/06)(India);Israel Science Foundation(2476/17);U.S.-Israel Binational Science Foundation(2016113);Israel Ministry of Science(3-16543);Istituto Nazionale di Fisica Nucleare and the Research Grants BELLE2;Japan Society for the Promotion of Science,Grant-in-Aid for Scientific Research(16H03968,16H03993,16H06492,16K05323,17H01133,17H05405,18K03621,18H03710,18H05226,19H00682,20H05850,20H05858,22H00144,22K14056,22K21347,23H05433,26220706,26400255);the Ministry of Education,Culture,Sports,Science,and Technology(MEXT)of Japan;Nat
series of data samples was collected with the Belle Ⅱ detector at the SuperKEKB collider from March 2019 to June 2022.We determine the integrated luminosities of these data samples using three distinct methodologies ...
关键词：integrated luminosity Bhabha digamma dimuon BelleⅡ 
Prevalence of Pneumocystis jirovecii in Smear Negative Sputum Samples at the Coast General Teaching and Refferral Hospital in Kenya
《Journal of Tuberculosis Research》2024年第4期215-231,共17页Anne Saitoti Fred Wamunyokoli Sally Loroyokie Njerwanna Charles Syego Christine Bii 
Pneumcystis jirovecii is a pathogen that causes Pneumocystis pneumonia (PCP), an infection in (HIV/ADS) and other immunocompromised patients. The rare reports of P. jirovecii pneumonia in sub-Saharan Africa are contro...
关键词：Pneumocystis jirovecii Nested PCR Pulmonary tuberculosis Smear Negative 
The mechanical properties of Lucaogou shale layered samples and the influence of minerals on fracture propagation
《Petroleum Science》2024年第6期3899-3908,共10页Xiu-Kuo Sun Shou-Ding Li Xiao Li Guan-Fang Li Bo Zheng Tian-Qiao Mao Jing-Yun Guo 
supported by the National Natural Science Foundation of China(No.42090023,42102323,51734009,42102322);the Scientific Research and Technology Development Project of China National Petroleum Corporation(2022DJ5503);the Joint Geological Funds of the National Natural Science Foundation of China(U2244223)。
Shale oil is one of the most promising alternative unconventional energies in the world,and Lucaogou Formation shows significant exploration potential,becoming the primary target in northwestern China.This paper compa...
关键词：Fracture propagation Mechanical property Real-time micro-CT scanning Mineral composition Lucaogou formation 
PLA-based additively manufactured samples with different infillpercentages under freeze-thaw cycles;mechanical,cracking,andmicrostructure characteristics
《Theoretical & Applied Mechanics Letters》2024年第6期477-485,共9页Reza Ale Ali Hamid Reza Karimi Razie Mohamadi 
Khorramshahr University of Marine Science and Technology for supporting this work under research grant contract NO 209.
The layered nature of the parts produced by 3D printing makes them susceptible to freeze-thaw damage.Thisresearch investigates the effect of the freeze-thaw cycles on the tensile,bending,and fracture resistance of sam...
关键词：3D print FREEZE-THAW Mechanical behavior Microstructure FRACTURE 
Enhancing accuracy in gamma-ray spectrometry:mathematical methodology for self-attenuation correction in radioactive samples analysis
《Radiation Detection Technology and Methods》2024年第4期1641-1651,共11页Islam M.Nabil K.M.El-Kourghly Y.Mohamed W.El-Gammal Yasser Y.Ebaid 
Purpose This study introduces a methodology for correcting self-attenuation effects in γ-ray energy range 59 to 2614 keV.Methods Using simulation techniques,we examine the impact of material characteristics on attenu...
关键词：Detector calibration MCNP HPGE Soil samples Self-absorption factor 
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