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A novel facial emotion recognition scheme based on graph mining

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Defence Technology（防务技术） 2020年第5期16卷 1062-1072页

作者： Alia k.hassan Suhaila N.mohammed Department of Computer Science University of TechnologyBaghdadIraq Department of Computer Science College of ScienceUniversity of BaghdadBaghdadIraq

Recent years have seen an explosion in graph data from a variety of scientific,social and technological *** these fields,emotion recognition is an interesting research area because it finds many applications in real life such as in effective social robotics to increase the interactivity of the robot with human,driver safety during driving,pain monitoring during surgery etc.A novel facial emotion recognition based on graph mining has been proposed in this paper to make a paradigm shift in the way of representing the face region,where the face region is represented as a graph of nodes and edges and the gSpan frequent sub-graphs mining algorithm is used to find the frequent sub-structures in the graph database of each *** reduce the number of generated sub-graphs,overlap ratio metric is utilized for this *** encoding the final selected sub-graphs,binary classification is then applied to classify the emotion of the queried input facial image using six levels of *** cat swarm intelligence is applied within each level of classification to select proper sub-graphs that give the highest accuracy in that *** experiments have been conducted using Surrey Audio-Visual Expressed Emotion(SAVEE)database and the final system accuracy was 90.00%.The results show significant accuracy improvements(about 2%)by the proposed system in comparison to current published works in SAVEE database.

关键词： Emotion recognition Facial landmarks Graph mining gSpan algorithm Binary cat swarm optimization(BCSO) Neural network

Unveiling the impact:COVID-19's influence on bacterial resistance in the kingdom of Bahrain

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World Journal of Virology 2025年第1期14卷 83-98页

作者： Nermin k Saeed Safiya k Almusawi Noor A Albalooshi mohammed Al-Beltagi Medical Microbiology Section Department of PathologySalmaniya Medical ComplexGovernmental HospitalsManama 12Bahrain Medical Microbiology Section Department of PathologyRoyal College of Surgeons in Ireland-Medical University of BahrainBusaiteen 15503MuharraqBahrain Department of Paediatrics Faculty of MedicineTanta UniversityTanta 31511AlghrabiaEgypt Department of Pediatric University Medical CenterKing Abdulla Medical CityArabian Gulf UniversityManama 26671AlgharbiaBahrain

BACkGROUND Antibiotic resistance is a growing global health threat,and understanding local trends in bacterial isolates and their susceptibility patterns is crucial for effective infection control and antimicrobial *** coronavirus disease 2019(COVID-19)pandemic has introduced additional complexities,potentially influencing these *** To analyze trends in bacterial isolates and their antibiotic susceptibility patterns at Salmaniya Medical Complex from 2018 to 2023,with a specific focus on the impact of the COVID-19 pandemic on these *** A retrospective analysis of microbiological data was conducted,covering the period from 2018 to *** study included key bacterial pathogens such as Escherichia coli(***),klebsiella pneumoniae,Acinetobacter baumannii,Pseudomonas aeruginosa,and Staphylococcus aureus,among *** antibiotic susceptibility profiles of these isolates were assessed using standard laboratory *** contextualize the findings,the findings were compared with similar studies from other regions,including China,India,Romania,Saudi Arabia,the United Arab Emirates,Malaysia,and United *** The study revealed fluctuating trends in the prevalence of bacterial isolates,with notable changes during the COVID-19 *** example,a significant increase in the prevalence of Staphylococcus aureus was observed during the pandemic years,while the prevalence of *** showed a more variable *** resistance rates varied among the different pathogens,with a concerning rise in resistance to commonly used antibiotics,particularly among klebsiella pneumoniae and ***,the study identified an alarming increase in the prevalence of multidrug-resistant(MDR)strains,especially within klebsiella pneumoniae and *** *** impact of the COVID-19 pandemic on these trends was evident,with shifts in the frequency,resistance patterns,and the emergence of MDR bacteria among several key ***

关键词： Multidrug-resistant organisms Antibiotic susceptibility COVID-19 pandemic Antimicrobial stewardship Bacterial isolates Salmaniya Medical Complex Bahrain

A new approach to LST modeling and normalization under clear-sky conditions based on a local optimization strategy

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International Journal of Digital Earth 2022年第1期15卷 1833-1854页

作者： Majid kiavarz Mohammad karimi Firozjaei Seyed kazem Alavipanah Quazi k.hassan Yoann Malbéteau Si-Bo Duan Department of Remote Sensing and GIS University of TehranTehranIran Geomatics Engineering Schulich School of EngineeringUniversity of CalgaryCalgaryCanada Center for Remote Sensing Applications Mohammed VI Polytechnic University (UM6P)Ben GuerirMorocco key Laboratory of Agricultural Remote Sensing Ministry of Agriculture/Institute of Agricultural Resources and Regional PlanningChinese Academy of Agricultural SciencesBeijingPeople’s Republic of China

The normalization of LST relative to environmental parameters is of great importance in various environmental applications. The purpose of this study was to develop a new approach for LST normalization relative to environmental variables. These included topographic variables (i.e. solar irradiance and near-surface temperature lapse rate (NSTLR)) as well as biophysical properties (i.e. vegetation,wetness,and albedo). The study was conducted in two phases,namely (1) using global and (2) local optimization strategies to calculate the regression coefficients of environmental variables in the partial least squares regression (PLSR) and build the non-linear linking model in the random forest regression (RFR). The RMSEs between actual LST and modeled LST based on the global and local optimization strategies using PLSR (RFR) were 2.202 (0.935) and 0.939 (0.835) °C,respectively. The results showed that RFR had higher efficiency than PLSR in normalizing LST. Moreover,the local optimization method outperformed the global optimization method in terms of normalization accuracy. The results of this study could be very useful in many environmental applications such as identifying thermal anomalies,and surface anthropogenic heat island modeling.

关键词： Normalization land surface temperature environmental variables partial least squares random forest local strategy

Interval Type-2 fuzzy position control of electro-hydraulic actuated robotic excavator

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International Journal of Mining Science and Technology 2012年第3期22卷 437-445页

作者： hassan mohammed Yousif kothapalli Ganesh Edith Cowan University Joondalup 6027 Australia

This paper deals with fuzzy intelligent position control of electro-hydraulic activated robotic excavator for the control of boom, arm and bucket axes. Intelligent control systems are required to overcome unde- sirable stick-slip motion, limit cycles and oscillations. Models of electro-hydraulic servo controlled front end loader excavators are highly nonlinear. The nonlinear model accounts for fluid flow rate of valve, pump hydraulics, and friction forces. The friction forces are modelled by Coulomb, viscous and Stribeck function. Interval Type-2 Fuzzy Logic Controller （IT2FLC） is used to study the time-domain position responses of axes in the presence of external applied load. It has the ability to control the position of each of the three axes with minimum actuator position errors. Models presented are accurate and study the dynamics of the actuator and load. To improve the transient behaviour of the robotic excavator, we elim- inated iitter of the bucket movement in the presence of nonlinearities.

关键词： ExcavatorFuzzy controlMiningRobotType-2

Role of pancreatic juice cytology in diagnosis of high-grade pancreatic intraepithelial neoplasia

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World Journal of Clinical Cases 2025年第10期13卷 59-61页

作者： Hussein hassan Okasha mohammed Tag-Adeen Hossam Eldin Shaaban Division of Gastroenterology and Hepatology Department of Internal MedicineKasr Al-Aini School of MedicineCairo UniversityCairo 11562Egypt Division of Gastroenterology and Hepatology Department of Internal MedicineQena Faculty of MedicineSouth Valley UniversityQena 83523Egypt Department of Internal Medicine and Gastroenterology National Hepatology and Tropical Medicine Research InstituteCairo 11796Egypt

High-grade pancreatic intraepithelial neoplasia is a challenging diagnosis and itdoes not exhibit mass lesions. It is suspected based on changes in the mainpancreatic duct in magnetic resonance cholangiopancreatography. Sometimesonly an unclear duct shows in magnetic resonance cholangiopancreatographywith no focal strictures and upstream dilatation of the main pancreatic duct. Serialpancreatic juice cytology is valuable in diagnosis of those patients.

关键词： High-grade pancreatic intraepithelial neoplasia Pancreatic cancer Magnetic resonance cholangiopancreatography Endoscopic retrograde pancreatography Pancreatic juice cytology Pancreatic ductal adenocarcinoma

Hepatocellular carcinoma and immunotherapy:Beyond immune checkpoint inhibitors

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World Journal of Gastrointestinal Oncology 2022年第6期14卷 1210-1212页

作者： hassan mohammed Abushukair Anwaar Saeed Faculty of Medicine Jordan University of Science and TechnologyIrbid 22110Jordan Division of Medical Oncology Department of MedicineThe University of Kansas Cancer CenterKansas CityKS 66205United States

Hepatocellular carcinoma(HCC)is one of the deadliest and most common malignancies of the *** the rich immune background of carcinogenesis in HCC,efforts have been focused on further understanding the role of the immune system in tumor suppression and *** utilization of immunotherapy in HCC has led to encouraging results that has translated to longer survival and better quality of life among *** development of novel HCC-tailored regimens such as vaccine therapy and adoptive cellular therapy coupled with a deeper understanding of biomarkers predictive of the response to immunotherapy will lead to better treatment outcomes.

关键词： Hepatocellular carcinoma Immunotherapy Biomarkers Cancer vaccines Adoptive cellular therapy

Faulty Phase Identification for Transmission Line with Metal Oxide Varistor-protected Series Compensator

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Journal of Modern Power Systems and Clean Energy 2021年第1期9卷 85-93页

作者： mohammed Hussien hassan Musa Ling Fu Zhengyou He Yumin Lei the Electrical Engineering Department Southwest Jiaotong UniversityChengduChina the Electrical Engineering Department College of EngineeringAlmughtarbeen UniversityKhartoumSudan

The nonlinear operation of metal oxide varistor(MOV)-protected series compensator in transmission lines introduces complications into fault detection approaches. The accuracy of a conventional fault detection schemes is adversely affected by continuous change of the system impedance and load current at the point of a series compensation unit. Thus, this study suggests a method for detecting the faulted phase in MOV-protected series-compensated transmission lines. Primarily, the fault feature is identified using the covariance coefficients of the current samples during the fault period and the current samples during the pre-fault period. Furthermore, a convenience fault detection index is established by applying the cumulative sum technique. Extensive validation through different fault circumstances is accomplished, including different fault positions,resistances, and inception times. The experimental results show that the proposed method performs well with high resistance or impedance faults, faults in noisy conditions, and close-in and far-end faults. The proposed method is simple and efficient for faulty phase detection in MOV-protected series-compensated transmission lines.

关键词： Cumulative approach covariance coefficient high-impedance fault response time

Magnetic nanoparticles for environmental and biomedical applications： A review

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Particuology 2017年第1期15卷 1-14页

作者： Leena mohammed hassan G.Gomaa Doaa Ragab Jesse Zhu Chemical and Biochemical Engineering Department Western UniversityLondonOntario N6A 5B9Canada

Engineered magnetic nanoparticles （MNPs） hold great potential in environmental, biomedical, and clin- ical applications owing to their many unique properties. This contribution provides an overview of iron oxide MNPs used in environmental, biomedical, and clinical fields. The first part discusses the use of MNPs for environmental purposes, such as contaminant removal, remediation, and water treatment, with a focus on the use of zero-valent iron, magnetite （Fe304）, and maghemite （~,-Fe203） nanoparticles, either alone or incorporated onto membrane materials. The second part of this review elaborates on the use of MNPs in the biomedical and clinical fields with particular attention to the application of superparamag- netic iron oxide nanoparticles （SP1ONs）, which have gained research focus recently owing to their many desirable features such as biocompatibility, biodegradability, ease of synthesis and absence of hysteresis. The properties of MNPs and their ability to work at both cellular and molecular levels have allowed their application in vitro and in vivo including drug delivery, hyperthermia treatment, radio-therapeutics, gene delivery, and biotherapeutics. Physiochemical properties such as size, shape, and surface and magnetic properties as well as agglomeration of MNPs and methods to enhance their stability are also discussed.

关键词： Magnetic nanoparticle Water treatment SPION Biomedical application

Numerical Investigation Thermal Performance of Solar Air Heater Using Different Angle V-Grooved of Corrugated Absorber Plate

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Frontiers in Heat and Mass Transfer 2023年第1期21卷 227-243页

作者： Ayad S.Abedalh Sohaib hassan mohammed Engineering Technical College of Mosul Northern Technical UniversityMosul41001Iraq

Solar energy,a renewable resource,can be harnessed instead of fossil fuels to generate power and *** effective method for converting solar energy into heat is through a solar air heating(SAH)*** theoretical investigation focused on the thermal performance of various V-groove angles on a corrugated absorber *** researchers maintained the exterior dimensions and constraints of the absorber plate while increasing its surface area by using a corrugated absorber *** the simulation,three different V-groove angles were employed:45°,30°,and 15°.The temperature and air flow rate into the system had been set at 30℃ and 0.15 m/s,respectively four various solar radiation intensities have been examined for each of the *** governing equations associated with the standard design,including the turbulent kinetic energy(k)and dissipation rates model(ε),were solved using the ANSYS 2020 R2 *** results indicated that Utilizing corrugated absorber plates resulted in a rise in the Nusselt number.,surpassing the performance of flat plate *** the different configurations,the V-grooved 45°plate demonstrated the best results under the same ***,it was observed that the efficiency values improved with increasing solar *** investigation also showed that the employing of V-grooved 45°,V-grooved 30°,and V-grooved 15°absorbers led to efficiency improvements of about 20.8%,26.3%,and 36.14%,respectively,when compared to a flat plate at a solar irradiation of 900 W/m2.

关键词： V-grooved different angles absorber plate Nusselt number