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The application of ResU-net and OBIA for landslide detection from multi-temporal Sentinel-2 images

Big Earth Data 2023年第4期7卷 961-985页

作者： Omid Ghorbanzadeh khalil Gholamnia Pedram Ghamisi alnstitute of Advanced Research in Artificial Intelligence(IARAl) ViennaAustria Department of Remote Sensing and GIS University of TabrizTabrizIran Machine Learning Group Helmholtz-Zentrum Dresden-RossendorfHelmholtz Institute Freiberg for Resource TechnologyFreibergGermany

Landslide detection is a hot topic in the remote sensing community,particularly with the current rapid growth in volume(and variety)of Earth observation data and the substantial progress of computer *** learning algorithms,especially fully convolutional networks(FCNs),and variations like the ResU-Net have been used recently as rapid and automatic landslide detection *** FCNs have shown cutting-edge results in automatic landslide detection,accuracy can be improved by adding prior knowledge through possible *** study evaluates a rulebased object-based image analysis(OBIA)approach built on probabilities resulting from the ResU-Net model for landslide *** train the ResU-Net model using a landslide dataset comprising landslide inventories from various geographic regions,including our study area and test the testing area not used for *** the OBIA stage,we frst calculate land cover and image difference indices for pre-and post-landslide multi-temporal ***,we use the generated indices and the resulting ResU-Net probabilities for image segmentation;the extracted landslide object candidates are then optimized using rule-based *** the result validation section,the landslide detection of the proposed integration of the ResU-Net with a rule-based classification of OBIA is compared with that of the ResU-Net *** proposed approach improves the mean intersection-over-union of the resulting map from the ResU-Net by more than 22%.

关键词： Deep learning(DL) Eastern Iburi Japan European Space Agency(ESA) Fully Convolutional Networks(FCNs) object-based image analysis(OBIA) rapid landslide mapping ResUnet Sentinel-2

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Unique Solution of Integral Equations via Intuitionistic Extended Fuzzy b-Metric-Like Spaces

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Computer Modeling in Engineering & Sciences 2023年第4期135卷 109-131页

作者： Naeem Saleem khalil Javed Fahim Uddin Umar Ishtiaq khalil Ahmed Thabet Abdeljawad Manar A.Alqudah Department of Mathematics University of Management and TechnologyLahore54770Pakistan Department of Math&Stats International Islamic University IslamabadIslamabad44000Pakistan Abdus Salam School of Mathematical Sciences Government College UniversityLahore54600Pakistan Office of Research Innovation and CommercializationUniversity of Management and TechnologyLahore54770Pakistan Department of Mathematics and Sciences Prince Sultan UniversityRiyadh11586Saudi Arabia Department of Medical Research China Medical UniversityTaichung40402Taiwan Department of Mathematical Sciences Faculty of SciencesPrincess Nourah Bint Abdulrahman UniversityRiyadh11671Saudi Arabia

In this manuscript,our goal is to introduce the notion of intuitionistic extended fuzzy b-metric-like *** establish some fixed point theorems in this ***,we plot some graphs of an example of obtained result for better *** use the concepts of continuous triangular norms and continuous triangular conorms in an intuitionistic fuzzy metric-like *** norms are used to generalize with the probability distribution of triangle inequality in metric space *** conorms are known as dual operations of triangular *** obtained results boost the approaches of existing ones in the literature and are supported by some examples and applications.

关键词： Fixed point extended fuzzy b-metric like space intuitionistic extended fuzzy b-metric-like space integral equation

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为层状过渡金属氧化物初级和二级颗粒材料构建一层超保形的保护膜

为层状过渡金属氧化物初级和二级颗粒材料构建一层超保形的保护膜

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2019年第四届全国新能源与化工新材料学术会议暨全国能量转换与存储材料学术研讨会

作者： Gui-Liang Xu Qiang Liu Kenneth K.S.Lau Yuzi Liu Xiang Liu Han Gao Xin-Wei Zhou Minghao Zhuang Yang Ren Minhua Shao Minggao Ouyang Feng Pan Zonghai Chen khalil amine Guohua Chen Chemical Sciences and Engineering Division Argonne National Laboratory Department of Chemical and Biomolecular Engineering Hong Kong University of Science and Technology Department of Mechanical Engineering The Hong Kong Polytechnic University Department of Chemical and Biological Engineering Drexel University Center for Nanoscale Materials Argonne National Laboratory Department of Mechanical and Energy Engineering Indiana University-Purdue University Indianapolis X-ray Science Division Argonne National Laboratory State Key Laboratory of Automotive Safety and Energy Tsinghua University School of Advanced Materials Peking UniversityShenzhen Graduate School Materials Science and Engineering Stanford University

尽管层状锂过渡金属氧化物的容量相对较高,但在强烈电化学和热驱动力的作用下,其晶体和界面结构不稳定,导致性能迅速下降,带来安全隐患。在这里,我们报告一个变革性的方法,即通过使用氧化化学气相沉积技术,在层状氧化物阴极材料上建立...

尽管层状锂过渡金属氧化物的容量相对较高,但在强烈电化学和热驱动力的作用下,其晶体和界面结构不稳定,导致性能迅速下降,带来安全隐患。在这里,我们报告一个变革性的方法,即通过使用氧化化学气相沉积技术,在层状氧化物阴极材料上建立一层导电聚合物(PEDOT)个保护膜。超保形PEDOT保护膜有利于锂离子和电子的运输,显著抑制不理想的层状/尖晶石-岩盐相变和相关的氧损失,减轻颗粒间和颗粒内的机械开裂,并有

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Toward Optimal Periodic Crowd Tracking via Unmanned Aerial Vehicle

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Computer Modeling in Engineering & Sciences 2023年第10期137卷 233-263页

作者： khalil Chebil Skander Htiouech Mahdi Khemakhem Department of Computer Science College of Computer Engineering and SciencesPrince Sattam Bin Abdulaziz UniversityAlKharj11942Saudi Arabia Data Engineering and Semantics Research Unit Faculty of Sciences of SfaxUniversity of SfaxSfaxTunisia Department of Computer Science and Artificial Intelligence College of Computer Science and EngineeringUniversity of JeddahJeddahSaudi Arabia Department of Mathematics and Business Intelligence College of Electronics and Telecommunications Engineering of SfaxUniversity of SfaxSfaxTunisia

Crowd management and analysis(CMA)systems have gained a lot of interest in the vulgarization of unmanned aerial vehicles(UAVs)*** tracking using UAVs is among the most important services provided by a *** this paper,we studied the periodic crowd-tracking(PCT)*** consists in usingUAVs to follow-up crowds,during the life-cycle of an open crowded area(OCA).Two criteria were considered for this *** first is related to the CMA initial investment,while the second is to guarantee the quality of service(QoS).The existing works focus on very specified assumptions that are highly committed to CMAs applications *** study outlined a new binary linear programming(BLP)model to optimally solve the PCT motivated by a real-world application study taking into consideration the high level of *** closely approach different real-world contexts,we carefully defined and investigated a set of parameters related to the OCA characteristics,behaviors,and theCMAinitial infrastructure investment(e.g.,UAVs,charging stations(CSs)).In order to periodically update theUAVs/crowds andUAVs/CSs assignments,the proposed BLP was integrated into a linear algorithm called PCTs *** main objective was to study the PCT problem fromboth theoretical and numerical *** prove the PCTs solver effectiveness,we generated a diversified set of PCTs instances with different scenarios for simulation *** empirical results analysis enabled us to validate the BLPmodel and the PCTs solver,and to point out a set of new challenges for future research directions.

关键词： Unmanned aerial vehicles periodic crowd-tracking problem open crowded area optimization binary linear programming crowd management and analysis system

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First Record of Sexual Dimorphism in Toxasterid Echinoid Heteraster from the Early Cretaceous Deposits of the Kopet-Dagh Basin,NE Iran

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地质学报:英文版 2023年第5期97卷 1318-1334页

作者： Hossein KAMYABI SHADAN Morteza TAHERPOUR khalil-ABAD Exploration Directorate of the National Iranian Oil Company TehranIran Young Researchers and Elite Club Mashhad BranchIslamic Azad UniversityMashhadIran

Spatangoid echinoids belonging to Heteraster found in the Lower Cretaceous limestones and calcareous deposits of the Tirgan and Sarcheshmeh formations(Barremian-Aptian)in the Bahman jan-Bala stratigraphic section on the northern flank of the Borouj syncline,situated in the eastern Kopet-Dagh Basin,northeastern Iran are assessed as a sexually dimorphic *** dimorphism is a common feature in echinoids and,in this study of Heteraster renngarteni Poretzkaja,1961,sexual dimorphism has been detected for the first time in the family Toxasteridae.

关键词： invertebrate paleontology echinodermata Heteraster sexual dimorphism Barremian–Aptian Kopet-Dagh Iran

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On new classes of strongly Janowski type functions of complex order

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Applied Mathematics(A Journal of Chinese Universities) 2023年第1期38卷 89-99页

作者： khalil Ahmad Khudija Bibi M.Sajjad Shabbir Department of Mathematics Air UniversityPAF-ComplexSector E-9IslamabadPakistan Department of Mathematics Faculty of Basic and AppliedInternational Islamic University IslamabadPakistan Department of Mathematics University of Poonch RawalakotAzad Kashmir 12350Pakistan

We investigate some new subclasses of analytic functions of Janowski type of complex *** also study inclusion properties,distortion theorems,coefficient bounds and radius of convexity of the ***,analytic properties of these classes under certain integral operator are also *** findings are more comprehensive than the existing results in the literature.

关键词： subordination Janowski function starlike function convex function complex order

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Outpatient insulin use in type 2 diabetes mellitus and acute respiratory distress syndrome outcomes:A retrospective cohort study

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World Journal of Clinical Cases 2024年第17期12卷 2966-2975页

作者： Georges Khattar Samer Asmar Laurence Aoun Fares Saliba Shaza Almardini Saif Abu Baker Catherine Hong Carolla El Chamieh Fadi Haddadin Toni Habib Omar Mourad Zeina Morcos Fatema Arafa Jonathan Mina khalil El Gharib Mohammad Aldalahmeh Salman Khan Elie Bou Sanayeh Department of Medicine Holy Spirit University of KaslikJounieh 00000Lebanon Department of Internal Medicine Staten Island University HospitalStaten IslandNY 10305United States Public Heath and Biostatistics Independent ResearchBeirut 0000Lebanon Department of Medicine Lebanese UniversityBeirut 00000Lebanon Department of Medicine University of BalamandBeirut 00000Lebanon Department of Medicine Lebanese American UniversityBeirut 00000Lebanon Department of Medicine Northwell Health Staten Island University HospitalNew YorkNY 10305United States

BACKGROUND The impact of type 2 diabetes mellitus(T2DM)on acute respiratory distress syndrome(ARDS)is debatable.T2DM was suspected to reduce the risk and complications of ***,during coronavirus disease 2019(COVID-19),T2DM predisposed patients to ARDS,especially those who were on insulin at *** evaluate the impact of outpatient insulin use in T2DM patients on non-COVID-19 ARDS *** We conducted a retrospective cohort analysis using the Nationwide Inpatient Sample *** patients diagnosed with ARDS were stratified into insulin-dependent diabetes mellitus(DM)(IDDM)and non-insulindependent DM(NIDDM)*** applying exclusion criteria and matching over 20 variables,we compared cohorts for mortality,duration of mechanical ventilation,incidence of acute kidney injury(AKI),length of stay(LOS),hospitalization costs,and other clinical *** Following 1:1 propensity score matching,the analysis included 274 patients in each ***,no statistically significant differences emerged between the IDDM and NIDDM groups in terms of mortality rates(32.8%vs 31.0%,P=0.520),median hospital LOS(10 d,P=0.537),requirement for mechanical ventilation,incidence rates of sepsis,pneumonia or AKI,median total hospitalization costs,or patient disposition upon *** Compared to alternative anti-diabetic medications,outpatient insulin treatment does not appear to exert an independent influence on in-hospital morbidity or mortality in diabetic patients with non-COVID-19 ARDS.

关键词： Acute respiratory distress syndrome Type 2 diabetes mellitus Insulin Length of stay Mortality Endotracheal intubation Acute kidney injury Coronavirus disease 2019

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Strain Geometry and Vorticity Analysis of the Deformed Radiolarian Rocks in the Abade-Tashk Area,the Zagros Suture Zone,Iran

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Journal of Earth Science 2022年第2期33卷 525-540页

作者： Roghyeh Tavakkoli khalil Sarkarinejad Saeede Keshavarz Seyed Rahim Hosseini Department of Earth Sciences School of ScienceShiraz UniversityShiraz ***Iran Department of Earth Sciences Graduate University of Advanced TechnologyKerman ***Iran

Deformation in the Zagros suture zone is a result of the oblique collision of the AfroArabian continent with the Central Iranian *** types of folding and faulting are characteristic features of the study area and indicate the performance of a high strain tectonic regime in this *** distinguish deformation geometry during the collisional events,strain measurements have been carried out,using the R_(f)/φ method on deformed radiolarian microfossils,in the Zagros suture *** on the results,the strain ellipsoid shape is in the range of general flattening to plane strain(K=0.16 – 1.12).Measured mean kinematic vorticity number(W_(m)) in the deformed radiolarian rocks ranges between 0.50 and 0.87,which implies that exhumation of the Abade-Tashk area was facilitated by a general shear flow(35%

关键词： transpression Zagros suture zone deformed radiolarian microfossils vorticity analysis Abade-Tashk area tectonicstranspression Zagros suture zone deformed radiolarian microfossils vorticity analysis Abade-Tashk area tectonics

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Performance Analysis of Intrusion Detection System in the IoT Environment Using Feature Selection Technique

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Intelligent Automation & Soft Computing 2023年第6期36卷 3709-3724页

作者： Moody Alhanaya khalil Hamdi Ateyeh Al-Shqeerat Department of Computer Science College of ComputerQassim UniversitySaudi Arabia

The increasing number of security holes in the Internet of Things(IoT)networks creates a question about the reliability of existing network intrusion detection *** problem has led to the developing of a research area focused on improving network-based intrusion detection system(NIDS)*** to the analysis of different businesses,most researchers focus on improving the classification results of NIDS datasets by combining machine learning and feature reduction ***,these techniques are not suitable for every type of *** light of this,whether the optimal algorithm and feature reduction techniques can be generalized across various datasets for IoT networks *** paper aims to analyze the methods used in this research and whether they can be generalized to other *** ML models were used in this study,namely,logistic regression(LR),decision trees(DT),Naive Bayes(NB),random forest(RF),K-nearest neighbors(KNN),and linear *** primary detection algorithms used in this study,Principal Component(PCA)and Gini Impurity-Based Weighted Forest(GIWRF)evaluated against three global ToN-IoT datasets,UNSW-NB15,and Bot-IoT *** optimal number of dimensions for each dataset was not studied by applying the PCA *** is stated in the paper that the selection of datasets affects the performance of the FE techniques and detection algorithms *** the efficiency of this research area requires a comprehensive standard feature set that can be used to improve quality over time.

关键词： Machine learning internet of things intrusion detection system feature selection technique

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New Class of Doubt Bipolar Fuzzy Sub Measure Algebra

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Computer Modeling in Engineering & Sciences 2023年第4期135卷 293-300页

作者： Shadia Majeed Noori Abd Ghafur Ahmad Shuker Mahmood khalil Department of Mathematical Sciences Faculty of Science and TechnologyUniversiti Kebangsaan MalaysiaBangi Selangor43600Malaysia Department of Mathematics College of Education for Pure ScienceUniversity of TikritTikrit34001Iraq Department of Mathematics College of ScienceUniversity BasrahBasrah61004Iraq

The ideas of ambiguous bipolar skepticism under algebra and closed skepticism ambiguous bipolar ideals and related features have been *** fuzzy measure ideal is described in terms of bipolar ambiguous measure algebra and bipolar skepticism,and the linkages between bipolar fuzzy measure algebra are determined.A bipolar misty ideal’s skepticism is *** andBCL-measure algebra,homogeneous ideas and dubious pictures of fuzzy bipolar measure ideas are ***,we gave the relationship between these ***,it is given the perfect terms for an occult bipolar doubt to be a measure of ideal fuzzy bipolar closed doubt.

关键词： Fuzzy measure algebra fuzzy measure BCW-idials BCF-ideals

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