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Recent advances in assessment of soil erosion vulnerability in a watershed

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International Soil and Water Conservation Research 2021年第3期9卷 305-318页

作者： Shachi Pandey Parmanand Kumar miodrag zlatic Raman Nautiyal Vijender Pal Panwar Forest Ecology and Climate Change Division Forest Research InstituteDehradunIndia Faculty of Forestry Belgrade UniversityBelgradeSerbia Indian Council of Forestry Research and Education India

Soil erosion is one of the most critical hazards adversely affecting both environment and *** of the annual soil erosion rate provides information on soil erosion risk zones indicating the areas with high,severe and low *** and prediction of soil erosion has a long history of more than seven *** becomes imperative to be familiar with the quantum of studies conducted and methods employed across the world to assess vulnerability of ecosystems to soil erosion to plan strategies for their *** are several methods based on various factors like land use,soil quality,topography *** to assess the susceptibility of a region to soil *** time the gap in understanding of such models and their use around the world has *** models for assessing soil erosion exist but there is a lack of knowledge on spatial distribution of the methods being *** papers related to assessment of soil erosion vulnerability published during the past three decades(1991—2019)were *** 160 studies were reviewed to understand advances in the methods used to assess soil erosion vulnerability worldwide,identification of the most popular methods and proportion of studies conducted in the fragile region of *** results show that 18 different methods have mainly been used to assess soil erosion risk in different *** methods include statistical,physical,process based and empirical *** use of few physical methods like ANSWERS and SHE has decreased with time while that of physical and process methods like RUSLE,SWAT,WEPP and PESERA has increased with *** review highlighted that various models being used worldwide are based on their suitability to the *** also brings to attention that few models like PESERA,EUROSEM and WEPP are mostly being used concentrated in a particular *** like PESERA and EPM are mostly used in European region and may be encouraged to estimate soil er

关键词： Soil erosion vulnerability RUSLE MCDM

It happens in year 30 of WASWAC-Message from 3 Presidents

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International Soil and Water Conservation Research 2013年第1期1卷 76-77页

作者： Samran Sombatpanit miodrag zlatic Li Rui Past President Immediate Past Presidentand President of WASWAC

It is normal for an association to issue publications,for they serve as the means for communication among members,as well as between members and the ***,publications may range from a few pages of a newsletter to some kind of bulletin or magazine with lots of news concerning the subjects of *** most desired form of publication that an association would like to do,though not always realized,is a scientific ***,to publish a journal is not a simple matter;many factors that point to the success or failure of such an enterprise abound.

关键词： journal happen letter

A Sharding Scheme Based on Graph Partitioning Algorithm for Public Blockchain

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Computer Modeling in Engineering & Sciences 2024年第6期139卷 3311-3327页

作者： Shujiang Xu Ziye Wang Lianhai Wang miodrag J.Mihaljevi′c Shuhui Zhang Wei Shao Qizheng Wang Key Laboratory of Computing Power Network and Information Security Ministry of EducationShandong Computer Science CenterQilu University of Technology(Shandong Academy of Sciences)Jinan250014China Shandong Provincial Key Laboratory of Computer Networks Shandong Fundamental Research Center for Computer ScienceJinan250014China Mathematical Institute The Serbian Academy of Sciences and ArtsBelgrade11000Serbia

Blockchain technology,with its attributes of decentralization,immutability,and traceability,has emerged as a powerful catalyst for enhancing traditional industries in terms of optimizing business ***,transaction performance and scalability has become the main challenges hindering the widespread adoption of *** to its inability to meet the demands of high-frequency trading,blockchain cannot be adopted in many *** improve the transaction capacity,researchers have proposed some on-chain scaling technologies,including lightning networks,directed acyclic graph technology,state channels,and shardingmechanisms,inwhich sharding emerges as a potential scaling ***,excessive cross-shard transactions and uneven shard workloads prevent the sharding mechanism from achieving the expected *** paper proposes a graphbased sharding scheme for public blockchain to efficiently balance the transaction *** crossshard transactions and evening-out workloads among shards,the scheme reduces transaction confirmation latency and enhances the transaction capacity of the ***,the scheme can achieve a high-frequency transaction as well as a better blockchain *** results show that the scheme effectively reduces the cross-shard transaction ratio to a range of 35%-56%and significantly decreases the transaction confirmation latency to 6 s in a blockchain with no more than 25 shards.

关键词： Blockchain sharding graph partitioning algorithm

Cyberbullying Sexism Harassment Identification by Metaheurustics-Tuned eXtreme Gradient Boosting

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Computers, Materials & Continua 2024年第9期80卷 4997-5027页

作者： Milos Dobrojevic Luka Jovanovic Lepa Babic Miroslav Cajic Tamara Zivkovic miodrag Zivkovic Suresh Muthusamy Milos Antonijevic Nebojsa Bacanin Technical Faculty Singidunum UniversityBelgrade11000Serbia Informatics and Computing Singidunum UniversityBelgrade11000Serbia Business Economics Singidunum UniversityBelgrade11000Serbia Computing and Informatics Sinergija UniversityBijeljina76300Bosnia and Herzegovina Department for Information Systems and Technologies University“Union Nikola Tesla”Cara DusanaBelgrade11080Serbia Department for Computer Science and Informatics School of Electrical EngineeringUniversity of BelgradeBelgrade11000Serbia Department of Electrical and Electronics Engineering Kongu Engineering College(Autonomous)PerunduraiErode638060India Department of Mathematics Saveetha School of Engineering(Deemed to be University)SIMATS ThandalamChennai602105India MEU Research Unit Middle East UniversityAmman11831Jordan

Cyberbullying is a form of harassment or bullying that takes place online or through digital devices like smartphones,computers,or *** can occur through various channels,such as social media,text messages,online forums,or gaming *** involves using technology to intentionally harm,harass,or intimidate others and may take different forms,including exclusion,doxing,impersonation,harassment,and ***,due to the rapid growth of malicious internet users,this social phenomenon is becoming more frequent,and there is a huge need to address this ***,the main goal of the research proposed in this manuscript is to tackle this emerging challenge.A dataset of sexist harassment on Twitter,containing tweets about the harassment of people on a sexual basis,for natural language processing(NLP),is used for this *** algorithms are used to transform the text into a meaningful representation of numbers for machine learning(ML)input:Term frequency inverse document frequency(TF-IDF)and Bidirectional encoder representations from transformers(BERT).The well-known eXtreme gradient boosting(XGBoost)ML model is employed to classify whether certain tweets fall into the category of sexual-based harassment or ***,with the goal of reaching better performance,several XGBoost models were devised conducting hyperparameter tuning by *** this purpose,the recently emerging Coyote optimization algorithm(COA)was modified and adjusted to optimize the XGBoost ***,other cutting-edge metaheuristics approach for this challenge were also implemented,and rigid comparative analysis of the captured classification metrics(accuracy,Cohen kappa score,precision,recall,and F1-score)was ***,the best-generated model was interpreted by Shapley additive explanations(SHAP),and useful insights were gained about the behavioral patterns of people who perform social harassment.

关键词： Coyote optimization algorithm NLP TF-IDF BERT XGBoost online harassment and cyberbullying metaheuristics

Numerical algorithm for rigid body position estimation using the quaternion approach

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Acta Mechanica Sinica 2018年第2期34卷 400-408页

作者： miodrag Zigic Nenad Grahovac Department of Mechanics Faculty of Technical SciencesUniversity of Novi Sad

This paper deals with rigid body attitude estimation on the basis of the data obtained from an inertial measurement unit mounted on the body. The aim of this work is to present the numerical algorithm, which can be easily applied to the wide class of problems concerning rigid body positioning, arising in aerospace and marine engineering, or in increasingly popular robotic systems and unmanned aerial vehicles. Following the considerations of kinematics of rigid bodies, the relations between accelerations of different points of the body are given. A rotation matrix is formed using the quaternion approach to avoid singularities. We present numerical procedures for determination of the absolute accelerations of the center of mass and of an arbitrary point of the body expressed in the inertial reference frame, as well as its attitude. An application of the algorithm to the example of a heavy symmetrical gyroscope is presented, where input data for the numerical procedure are obtained from the solution of differential equations of motion, instead of using sensor measurements.

关键词： Rigid body Kinematics Inertial measurement unit Euler parameters Quaternion

Gazeau–Klauder coherent states examined from the viewpoint of diagonal ordering operation technique

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Chinese Physics B 2016年第7期25卷 114-123页

作者： Dusan Popov Romeo Negrea miodrag Popov Politehnica University Timisoara Department of Physical Foundations of Engineering 300223 Timisoara Romania Politehnica University of Timisoara Department of Mathematics 300006 Timisoara Romania politehnica University Timisoara Department of Architecture and Urban Planning 300223 Timisoara Romania

In this paper we investigate the Gazeau–Klauder coherent states using a newly introduced diagonal ordering operation technique, in order to examine some of the properties of these coherent states. The results coincide with those obtained from other purely algebraic methods, but the calculations are greatly simplified. We apply the general theory to two cases of Gazeau–Klauder coherent states： pseudoharmonic as well as the Morse oscillators.

关键词： coherent states operator technique density operator

Error bounds of a quadrature formula with multiple nodes for the Fourier-Chebyshev coefficients for analytic functions

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Science China Mathematics 2019年第9期62卷 1657-1668页

作者： Aleksandar V.■ miodrag M.■ Department of Mathematics Faculty of Mechanical Engineering University of Beograd

Three kinds of effective error bounds of the quadrature formulas with multiple nodes that are generalizations of the well-known Micchelli-Rivlin quadrature formula, when the integrand is a function analytic in the regions bounded by confocal ellipses, are given. A numerical example which illustrates the calculation of these error bounds is included.

关键词： error bound quadrature formula with multiple nodes analytic function

Primary gastric mucosa associated lymphoid tissue lymphoma: Clinical data predicted treatment outcome

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World Journal of Gastroenterology 2008年第15期14卷 2388-2393页

作者： Milena Todorovic Bela Balint miodrag Jevtic Nada Suvajdzic Amela Ceric Dragana Stamatovic Olivera Markovic Maja Perunicic Slobodan Marjanovic miodrag Krstic Institute of Hematology Clinical Center of Serbia Belgrade Serbia Institute for Medical Research Belgrade University Belgrade Serbia Military Medical Academy Belgrade Serbia Clinic for Internal Medicine Clinical Center Banja Luka Banjaluka Bosnia and Hercegovina Clinical Hospital Bezanijska Kosa Belgrade Serbia Institute for Digestive Disease Clinical Center of Serbia Belgrade Serbia

AIM: To determine clinical characteristics and treatment outcome of gastric lymphoma after chemotherapy and immuno-chemotherapy. METHODS: Thirty four patients with primary gastric mucosa associated lymphoid tissue (MALT) lymphoma (Ann Arbor stages Ⅰ to Ⅳ) were enrolled. All had upper gastric endoscopy, abdominal ultrasonography, CT and H pylori status assessment (histology and serology). After anti-H pylori treatment and initial chemotherapy, patients were re-examined every 4 mo. RESULTS: Histological regression of the lymphoma was complete in 22/34 (64.7%) and partial in 9 (26.5%) patients. Median follow up time for these 31 responders was 60 mo (range 48-120). No regression was noted in 3 patients. Among the 25 (73.5%) H pylori positive patients, the eradication rate was 100%.CONCLUSION: Using univariate analysis, predictive factors for overall survival were international prognostic index (IPI) score, hemoglobin level, erythrocyte sedimentation rate (ESR), and platelet numbers (P < 0.005). In addition to this, Cox proportion hazard model differentiate IPI score, ESR, and platelets as predictors of survival.

关键词： MALT lymphoma Prognostic factors Clinical features Treatment

Applying the Different Statistical Tests in Analysis of Electrical Breakdown Mechanisms in Nitrogen Filled Gas Diode

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Plasma Science and Technology 2016年第10期18卷 978-986页

作者： Cedomir A. MALUCKOV Sasa A. RANCEV miodrag K. RADOVIC Technical Faculty in Bor University of Belgrade Vojske Jugoslavije 12 19210 Bor Serbia Faculty of Science and Mathematics University of Nis Visegrdska 33 18000 Nis Serbia

This paper presents the results of our investigations of breakdown mechanisms, as well as a description of their influence on the distributions of time delay distributions, for a gas tube filled with nitrogen at 4 mbar. The values of the time delay are measured for different voitages, and the values of the relaxation times and their distributions and probability plots are analyzed. The obtained density distributions have Gaussian distributions and exponential distributions for different values of relaxation times （Gaussian for small values and exponential for large values of relaxation time）. It is shown that for middle values of relaxation time the delay distributions have a shape between Caussian and exponential distributions, which is a result of the different influences of electrical breakdown.

关键词： electrical breakdown time delay density distributions probability plots,nitrogen