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SNR and RSSI Based an Optimized Machine Learning Based Indoor Localization Approach:Multistory Round Building Scenario over LoRa Network

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Computers, Materials & Continua 2024年第8期80卷 1927-1945页

作者： Muhammad Ayoub Kamal Muhammad Mansoor Alam Aznida abu bakar Sajak Mazliham mohd Su’ud Malaysian Institute of Information Technology(MIIT) Universiti Kuala LumpurKuala Lumpur50250Malaysia Faculty of Computing and Informatics Multimedia UniversityCyberjaya63100Malaysia Depertment of Computer Science DHA Suffa UniversityKarachiSindh75500Pakistan Riphah Institute of System Engineering(RISE) Faculty of ComputingRiphah International UniversityIslamabad46000Pakistan Malaysian France Institute(MFI) Universiti Kuala LumpurKuala Lumpur50250Malaysia Faculty of Engineering and Information Technology School of Computer ScienceUniversity of Technology SydneyUltimoNSW 2007Australia

In situations when the precise position of a machine is unknown,localization becomes *** research focuses on improving the position prediction accuracy over long-range(LoRa)network using an optimized machine learning-based *** order to increase the prediction accuracy of the reference point position on the data collected using the fingerprinting method over LoRa technology,this study proposed an optimized machine learning(ML)based *** signal strength indicator(RSSI)data from the sensors at different positions was first gathered via an experiment through the LoRa network in a multistory round layout *** noise factor is also taken into account,and the signal-to-noise ratio(SNR)value is recorded for every RSSI *** study concludes the examination of reference point accuracy with the modified KNN method(MKNN).MKNN was created to more precisely anticipate the position of the reference *** findings showed that MKNN outperformed other algorithms in terms of accuracy and complexity.

关键词： Indoor localization MKNN LoRa machine learning classification RSSI SNR localization

Secure Transmission of Compressed Medical Image Sequences on Communication Networks Using Motion Vector Watermarking

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Computers, Materials & Continua 2024年第3期78卷 3283-3301页

作者： Rafi Ullah mohd hilmi bin Hasan Sultan Daud Khan Mussadiq Abdul Rahim Computer and Information Sciences Department Universiti Teknologi PETRONASBandar Seri Iskandar Perak32610Malaysia Department of Computer Science National University of TechnologyIslamabad46000Pakistan Interdisciplinary Research Center for Intelligent Secure Systems King Fahd University of Petroleum and MineralsDammam31261Saudi Arabia

Medical imaging plays a key role within modern hospital management systems for diagnostic *** methodologies are extensively employed to mitigate storage demands and enhance transmission speed,all while upholding image ***,an increasing number of hospitals are embracing cloud computing for patient data storage,necessitating meticulous scrutiny of server security and privacy ***,considering the widespread availability of multimedia tools,the preservation of digital data integrity surpasses the significance of compression *** response to this concern,we propose a secure storage and transmission solution for compressed medical image sequences,such as ultrasound images,utilizing a motion vector watermarking *** watermark is generated employing an error-correcting code known as Bose-Chaudhuri-Hocquenghem(BCH)and is subsequently embedded into the compressed sequence via block-based motion *** the process of watermark embedding,motion vectors are selected based on their magnitude and phase *** embedding watermarks,no specific spatial area,such as a region of interest(ROI),is used in the *** embedding of watermark bits is dependent on motion *** reversible watermarking allows the restoration of the original image sequences,we use the irreversible watermarking *** reason for this is that the use of reversible watermarks may impede the claims of ownership and legal *** restoration of original data or images may call into question ownership or other legal *** peak signal-to-noise ratio(PSNR)and structural similarity index(SSIM)serve as metrics for evaluating the watermarked image *** all images,the PSNR value exceeds 46 dB,and the SSIM value exceeds *** results substantiate the efficacy of the proposed technique in preserving data integrity.

关键词： Block matching algorithm(BMA) compression full-search algorithm motion vectors ultrasound image sequence watermarking

Occurrence of K1 and K2 serotypes and genotypic characteristics of extended spectrumβ-lactamases-producing Klebsiella pneumoniae isolated from selected hospitals in Malaysia

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Asian Pacific Journal of Tropical Medicine 2024年第1期17卷 30-38页

作者： Nurul Syazrah Anuar Hazmin Hazman Sharven Raj Jeyakumar mohd Nasir mohd Desa Hasni Idayu Saidi Siti Norbaya Masri Nur Afiza Aziz Nurshahira Sulaiman Department of Biomedical Science Faculty of Medicine and Health SciencesUniversiti Putra Malaysia43400UPM SerdangSelangorMalaysia Department of Medical Microbiology Faculty of Medicine and Health SciencesUniversiti Putra Malaysia43400UPM SerdangSelangorMalaysia Microbiology Unit Department of PathologyHospital Sultanah AminahJalan Persiaran Sultan Abu Bakar80100 Johor BahruJohorMalaysia

Objective:To determine the distribution,phenotypic and genetic background of extended spectrumβ-lactamases(ESBL)-producing Klebsiella(K.)pneumoniae clinical isolates associated with K1 and K2 serotypes in two selected hospitals in ***:A total of 192 *** isolates were collected and subjected to antibiotic susceptibility,hypermucoviscosity test and multiplex PCR to detect the presence of K1-and K2-serotype associated *** sequence typing(MLST)was performed on ESBL-producing *** isolates presented with K1 and K2 serotypes,followed by phylogenetic ***:A total of 87 out of 192(45.3%)of the *** isolates collected were ESBL ***,only 8.3%(16/192)and 10.9%(21/192)of the total isolates were detected to carry K1-and K2-serotype associated genes,*** analysis showed that K1 and K2 capsular serotypes were not significantly associated with ESBL phenotype(P=0.196).However,they were significantly associated with hypervirulent,as demonstrated by the positive string test(P<0.001).MLST analysis revealed that ST23 as the predominant sequence type(ST)in the K1 serotype,while the ST in the K2 serotype is more ***:Although the occurrence of ESBL-producing isolates among the hypervirulent strains was low,their coexistence warrants the need for continuous *** showed that these isolates were genetically heterogeneous.

关键词： Extended spectrumβ-lactamases Klebsiella pneumoniae Capsular serotypes Genotypic

Analysis on fused deposition modelling performance

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Journal of Zhejiang University-Science A(Applied Physics & Engineering) 2010年第12期11卷 972-977页

作者： Nur Saaidah abu bakar mohd Rizal ALKAHARI Hambali BOEJANG Department of Design and Innovation Faculty of Mechanical EngineeringUniversiti Teknikal Malaysia MelakaLocked Bag 1752Pejabat Pos Durian Tunggal

Fused deposition modelling (FDM) is one of rapid prototyping (RP) technologies which uses an additive fabrication *** commercially available FDM model has different types of process parameters for different *** of the desired parts require excellent surface finish as well as good *** most common parameters requiring setup are the raster angle,tool path,slice thickness,build orientation,and deposition *** purpose of this paper is to discuss the process parameters of FDM Prodigy Plus (Stratasys,Inc.,Eden Prairie,MN,USA).Various selected parameters were tested and the optimum condition was *** quality of the parts produced was accessed in terms of dimensional accuracy and surface *** optimum parameters obtained were then applied in the fabrication of the master pattern prior to silicone rubber moulding (SRM).These parameters would reduce the post processing *** dimensional accuracy and surface roughness were analyzed using coordinate measuring machine (CMM) and surface roughness tester,*** on this study,the recommended parameters will improve the quality of the FDM parts produced in terms of dimensional accuracy and surface roughness for the application of SRM.

关键词： Rapid prototyping (RP) Fused deposition modelling (FDM) Dimensional accuracy Surface roughness

Extended Rama Distribution:Properties and Applications

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Computer Systems Science & Engineering 2021年第10期39卷 55-67页

作者： Khaldoon M.Alhyasat Kamarulzaman Ibrahim Amer Al-Omari mohd Aftar abu bakar Department of Mathematical Sciences Faculty of Science and TechnologyUniversiti Kebangsaan Malaysia43600 UKMBangiSelangorMalaysia Department of Mathematics Faculty of ScienceAl al-Bayt UniversityMafraqJordan

In this paper,the Rama distribution(RD)is considered,and a new model called extended Rama distribution(ERD)is *** new model involves the sum of two independent Rama distributed random *** probability density function(pdf)and cumulative distribution function(cdf)are obtained and *** is found that the new model is skewed to the *** mathematical and statistical properties are derived and *** properties studied include moments,coefficient of variation,coefficient of skewness,coefficient of kurtosis and moment generating *** simulations are undertaken to illustrate the behavior of these *** addition,the reliability analysis of the distribution is investigated through the hazard rate function,reversed hazard rate function and odds *** parameter of the distribution is estimated based on the maximum likelihood *** distributions of order statistics for ERD are also *** performance of the suggested model is compared with several other lifetime distributions based on some goodness of fit tests on a real *** turns out that the suggested model is more flexible than its competitors considered in this study,for modeling real lifetime data.

关键词： Coefficient of kurtosis coefficient of skewness order statistics two independent Rama random variables Maximum likelihood estimation Rama distribution

Computerised Development Control and Approval System for City Hall of Kuala Lumpur

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Geo-Spatial Information Science 2004年第1期7卷 39-49页

作者： Ahris Yaakup Yazid abu bakar mohd Nuruddin Abdul Kadir Susilawati Sulaiman Department of Urbanand Regional Planning Faculty of Built Environment

This paper will discuss the computerised developm en t control and approval system being developed for the Planning and Development C ontrol Department, City Hall of Kuala Lumpur, with stress on the GIS architectur e ... 详细信息

关键词： GIS architecture computerised development control and approval system Cityhall of Kuala lumpur

Growth-controlled synthesis of polymer-coated colloidal-gold nanoparticles using electrospray-based chemical reduction

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Particuology 2021年第4期19卷 72-81页

作者： Mohamed Hasaan Hussain Noor Fitrah abu bakar Kim-Fatt Low Ana Najwa Mustapa Fatmawati Adam mohd Nazli Naim I.Wuled Lenggoroe Faculty of Chemical Engineering Universiti Teknologi MARAShah AlamSelangor 40450Malaysia Faculty of Applied Sciences Universiti Teknologi MARAPerak BranchTapah CampusTapah RoadPerak 35400Malaysia Faculty of Chemical and Process Engineering Technology Universiti Malaysia PahangLebuh Raya Tun RazakGambangPahang 26300Malaysia Department of Process and Food Engineering Faculty of EngineeringUniversiti Putra MalaysiaSerdangSelangor 43400Malaysia Graduate School of Bio-Applications and Systems Engineering Tokyo University of Agriculture and TechnologyNaka Cho2-24-16KoganeiTokyo 184-8588Japan Department Chemical of Engineering Tokyo University of Agriculture and TechnologyNaka Cho2-24-16KoganeiTokyo 184-8588Japan

In this study,the controlled nucleation and growth of gold nanoparticles(GNPs)were investigated using a self-repelled mist in a liquid chemical reaction *** electrospray-based chemical reduction method was conducted in the aqueous region and at room temperature to synthesize the polymeric-stabilized gold *** electrospray technique was used to atomize a hydrogen tetrachloraurate(III)(HAuCl4)precursor solution into electrostatically charged *** atomized droplets were dispersed in an aqueous reaction bath containing L-ascorbic acid as a reducing agent and polyvinylpyrrolidone(PVP)as a *** effect of the electrospray parameters,specifically the flow rate and electrospray droplet size,as well as the reaction conditions such as the concentration of reactants,pH,and stabilizer(PVP),were *** mean diameter of the GNPs increased from around 4 to 9 nm with an increase in the electrospray flow rate,droplet size,and current passing through the electrospray *** and monodispersed GNPs were synthesized at a relatively high flow rate of 2 mL/h and a moderate concentration of 2 mM of precursor *** smallest-sized GNP with a high monodispersity was obtained in the reaction bath at a high pH of 10.5 and in the presence of *** is expected that continuous and mass production of the engineered GNPs and other noble metal nanoparticles could be established for scaling up nanoparticle production via the proposed electrospray-based chemical reduction method.

关键词： Electrospray Gold nanoparticles Chemical reduction method L-ascorbic acid PVP Aqueous medium

Antibiotic resistance profile and RAPD analysis of Campylobacter jejuni isolated from vegetables farms and retail markets

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Asian Pacific Journal of Tropical Biomedicine 2016年第1期6卷 71-75页

作者： John Yew Huat Tang mohd Ikhsan Khalid Syazana Aimi Che Abdullah abu-bakar Son Radu Department of Food Industry Faculty of Bioresources and Food Industry Universiti Sultan Zainal Abidin Tembila Campus Food Safety Research Centre Faculty of Food Science and Technology Universiti Putra Malaysia

Objective:To investigate antibiotic resistance profile and characterize Campylobacter jejuni(***) isolates using random amplified polymorphic DNA(RAPD) ***:Ninety eight *** isolates from farms and retail outlets were screened against 10 antibiotics commonly used clinically and agriculturally by using disk diffusion *** analysis was done to characterize 98 *** ***:Fifty-one percent of the isolates had multiple antibiotic resistance index 0.2 and *** indicated that the isolates in the vegetables were not from the high risk environment or extensive farming *** isolates found resistant towards penicillin G(93%),vancomycin(86%),ampicillin(35%),erythromycin(28%),gentamycin(4%),amikacin(3%),enrofloxacin(1%),norfloxacin(1%) and no resistance towards *** clustering analysis showed that the contamination of *** in vegetables was likely due to cross contamination at retail ***:*** contamination in vegetables at retail markets was due to cross *** finding proved that *** in small scale vegetables production was less expose towards antibiotic abuse.

关键词： Campylobacter jejuni Multiple antibiotic resistance index Antibiotic resistance RAPD analysis

Robust and Efficient Reliability Estimation for Exponential Distribution

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Computers, Materials & Continua 2021年第11期69卷 2807-2824页

作者： Muhammad Aslam mohd Safari Nurulkamal Masseran Muhammad hilmi Abdul Majid Department of Mathematics Faculty of ScienceUniversiti Putra MalaysiaUPM Serdang43400SelangorMalaysia Department of Mathematical Sciences Faculty of Science and TechnologyUniversiti Kebangsaan MalaysiaUKM Bangi43600SelangorMalaysia

In modeling reliability data,the exponential distribution is commonly used due to its *** estimating the parameter of the exponential distribution,classical estimators including maximum likelihood estimator represent the most commonly used method and are well known to be ***,the maximum likelihood estimator is highly sensitive in the presence of contamination or *** this study,a robust and efficient estimator of the exponential distribution parameter was proposed based on the probability integral transform *** examine the robustness of this new estimator,asymptotic variance,breakdown point,and gross error sensitivity were *** new estimator offers reasonable protection against outliers besides being simple to ***,a simulation study was conducted to compare the performance of this new estimator with the maximum likelihood estimator,weighted likelihood estimator,and M-scale estimator in the presence of ***,a statistical analysis of three reliability data sets was conducted to demonstrate the performance of the proposed estimator.

关键词： Exponential distribution M-estimator probability integral transform statistic robust estimation reliability