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NLP-Based Subject with Emotions Joint Analytics for Epidemic Articles

Computers, Materials & Continua 2022年第11期73卷 2985-3001页

作者： Woo Hyun Park Isma Farah Siddiqui Dong Ryeol Shin nawab Muhammad Faseeh Qureshi Department of Electrical and Computer Engineering Sungkyunkwan UniversitySuwon16419Korea Department of Software Engineering Mehran University of Engineering&TechnologyJamshoroPakistan Department of Computer Education Sungkyunkwan UniversitySeoul03063Korea

have been focused on addressing the Covid-19 pandemic;for example,governments have implemented countermeasures,such as quarantining,pushing vaccine shots to minimize local spread,investigating and analyzing the virus’characteristics,and conducting epidemiological investigations through patient management and ***,researchers worldwide require funding to achieve these ***,there is a need for documentation to investigate and trace disease ***,it is time consuming and resource intensive to work with documents comprising many types of unstructured ***,in this study,natural language processing technology is used to automatically classify these *** used statistical methods include data cleansing,query modification,sentiment analysis,and ***,owing to limitations with respect to the data,it is necessary to understand how to perform data analysis suitable for medical *** solve this problem,this study proposes a robust in-depth mixed with subject and emotion model comprising three *** first is a subject and non-linear emotional module,which extracts topics from the data and supplements them with emotional *** second is a subject with singular value decomposition in the emotion model,which is a dimensional decomposition module that uses subject analysis and an emotion *** third involves embedding with singular value decomposition using an emotion module,which is a dimensional decomposition method that uses emotion *** accuracy and other model measurements,such as the F1,area under the curve,and recall are evaluated based on an article on Middle East respiratory syndrome.A high F1 score of approximately 91%is *** proposed joint analysis method is expected to provide a better synergistic effect in the dataset.

关键词： Computational linguistic AI epidemic healthcare classification

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Ambient BackCom in beyond 5G NOMA networks: A multi-cell resource allocation framework

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Digital Communications and Networks 2022年第6期8卷 1005-1013页

作者： Wali Ullah Khan Fida Hussain Memon Kapal Dev Muhammad Awais Javed Dinh-Thuan Do nawab Muhammad Faseeh Qureshi Interdisciplinary Centre for Security Reliability and Trust(SnT)University of Luxembourg1855 Luxembourg CityLuxembourg Department of Electrical Engineering Sukkur IBA University Pakistan Department of Institute of Intelligent Systems University of JohannesburgSouth Africa Department of Electrical and Computer Engineering COMSATS University Islamabad44000IslamabadPakistan Electrical Engineering Department University of Colorado DenverDenverCO80204USA Department of Computer Education Sungkyunkwan UniversitySeoulSouth Korea

The research of Non-Orthogonal Multiple Access (NOMA) is extensively used to improve the capacity of networks beyond the fifth-generation. The recent merger of NOMA with ambient Backscatter Communication (BackCom), though opening new possibilities for massive connectivity, poses several challenges in dense wireless networks. One such challenge is the performance degradation of ambient BackCom in multi-cell NOMA networks under the effect of inter-cell interference. Driven by providing an efficient solution to the issue, this article proposes a new resource allocation framework that uses a duality theory approach. Specifically, the sum rate of the multi-cell network with backscatter tags and NOMA user equipment is maximized by formulating a joint optimization problem. To find the efficient base station transmit power and backscatter reflection coefficient in each cell, the original problem is first divided into two subproblems, and then the closed form solution is derived. A comparison with the Orthogonal Multiple Access (OMA) ambient BackCom and pure NOMA transmission has been provided. Simulation results of the proposed NOMA ambient BackCom indicate a significant improvement over the OMA ambient BackCom and pure NOMA in terms of sum-rate gains.

关键词： Beyond fifth-generation Non-orthogonal multiple access Ambient BackCom Spectrum efficiency optimization

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Recent advances in screening amino acid overproducers

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Engineering Microbiology 2023年第1期3卷 80-89页

作者： Junkai Tuo Said nawab Xiaoyan Ma Yi-Xin Huo Key Laboratory of Molecular Medicine and Biotherapy School of Life ScienceBeijing Institute of TechnologyBeijing 100081China Beijing Institute of Technology(Tangshan)Translational Research Center Tangshan Port Economic Development ZoneTangshan 063611China

Microbial fermentation has contributed to 80%of global amino acid *** key to microbial fermentation is to obtain fermentation strains with high performance to produce target amino acids with a high *** strains are primarily derived from screening enormous mutant ***,a high-throughput,rapid,accurate,and universal screening strategy for amino acid overproducers has become a guarantee for ob-taining optional amino acid *** recent years,the rapid development of various novel screening strategies has been ***,proper analysis and discussion of these innovative technologies are *** we systematically reviewed recent advances in screening strategies:the auxotrophic-based strategy,the biosensor-based strategy,and the latest translation-based screening *** design principle,application scope,working efficiency,screening accuracy,and universality of these strategies were discussed in *** potential for screening nonstandard amino acid overproducers was also *** for the improvement of future screening strategies is provided in this review,which could expedite the reconstruction of amino acid overproducers and help promote the fermentation industry to reduce cost,increase yield,and improve quality.

关键词： Biosensor Microbial cell factory Rare codon tRNA

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Optimization of moderator assembly for neutron flux measurement:experimental and theoretical approaches

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Nuclear Science and Techniques 2017年第5期28卷 7-12页

作者： Abdul Waheed nawab Ali Muzahir A.Baloch Aziz A.Qureshi Eid A.Munem Muhammad Usman Rajput Tauseef Jamal Wazir Muhammad Radiation Physics Laboratory Physics DepartmentCOMSATS Institute of Information Technology(CIIT)

A moderator of paraffin wax assembly has been demonstrated where its thickness can be optimized to thermalize fast neutrons. The assembly is used for measuring fast neutron flux of a neutron probe at different neutron energies, using BF03(U10and 200) and3He(U0.500)neutron detectors. The paraffin wax thickness was optimized at 6 cm for the neutron probe which contains an Am–Be neutron source. The experimental data are compared with Monte Carlo simulation results using MCNP5 version 1.4. Neutron flux comparison and neutron activation techniques are used for measuring neutron flux of the neutron probe to validate the optimum paraffin moderator thickness in the assembly. The neutron fluxes are measured at(1.17 ± 0.09) 9 105 and(1.19 ± 0.1) 9 105n/s, being in agreement with the simulated values. The moderator assembly can easily be utilized for essential requirements of neutron flux measurements.

关键词： Am–Be and 252Cf neutron sources BF3&3He detectors Paraffin wax Neutron flux Monte Carlo simulation

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Navigatingg to a Global Community of Shared Future

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中印对话（英文版） 2023年第3期 43-45页

作者： Kaiser nawab 不详

The first decade of the Belt and Road Initiative has marked a successful start of building a community with a shared future for humanity in which infrastructure development translates into economic and social prosperi... 详细信息

关键词： translate humanity prosperity

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MDEV Model:A Novel Ensemble-Based Transfer Learning Approach for Pneumonia Classification Using CXR Images

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Computer Systems Science & Engineering 2023年第7期46卷 287-302页

作者： Mehwish Shaikh Isma Farah Siddiqui Qasim Arain Jahwan Koo Mukhtiar Ali Unar nawab Muhammad Faseeh Qureshi Department of Software Engineering Mehran University of Engineering and TechnologyJamshoroPakistan College of Software Sungkyunkwan UniversitySuwonKorea Department of Computer Systems Mehran University of Engineering and TechnologyJamshoroPakistan Department of Computer Education Sungkyunkwan UniversitySeoulKorea

Pneumonia is a dangerous respiratory disease due to which breathing becomes incredibly difficult and painful;thus,catching it early is *** physicians’time is limited in outdoor situations due to many patients;therefore,automated systems can be a *** input images from the X-ray equipment are also highly unpredictable due to variances in radiologists’***,radiologists require an automated system that can swiftly and accurately detect pneumonic lungs from chest *** medical classifications,deep convolution neural networks are commonly *** research aims to use deep pretrained transfer learning models to accurately categorize CXR images into binary classes,i.e.,Normal and *** MDEV is a proposed novel ensemble approach that concatenates four heterogeneous transfer learning models:Mobile-Net,DenseNet-201,EfficientNet-B0,and VGG-16,which have been finetuned and trained on 5,856 CXR *** evaluation matrices used in this research to contrast different deep transfer learning architectures include precision,accuracy,recall,AUC-roc,and *** model effectively decreases training loss while increasing *** findings conclude that the proposed MDEV model outperformed cutting-edge deep transfer learning models and obtains an overall precision of 92.26%,an accuracy of 92.15%,a recall of 90.90%,an auc-roc score of 90.9%,and f-score of 91.49%with minimal data pre-processing,data augmentation,finetuning and hyperparameter adjustment in classifying Normal and Pneumonia chests.

关键词： Deep transfer learning convolution neural network image processing computer vision ensemble learning pneumonia classification MDEV model

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Traditional medicines and their in-vitro proof against Staphylococcus aureus in Pakistan

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Asian Pacific Journal of Tropical Medicine 2018年第6期11卷 355-368页

作者： Muhammad Adnan Akash Tariq Roqaia Bibi Sakina Mussarat Bibi Fatima nawab Ali Hazir Rahman Zabta Khan Shinwari Department of Botany Kohat University of Science and TechnologyKohat 26000Pakistan Key Laboratory of Mountain Ecological Restoration and Bioresource Utilization&Ecological Restoration Biodiversity Conservation Key Laboratory of Sichuan Province Chengdu Institute of BiologyChinese Academy of SciencesChengdu 610041 University of Chinese Academy of Sciences Beijing 100039China Department of Biotechnology and Genetic Engineering Kohat University of Science and TechnologyKohat 26000Pakistan Department of Microbiology Abdul Wali Khan UniversityMardan 23200Pakistan Department of Biotechnology and Bioinformatics Quaid-i-Azam UniversityIslamabad 45320Pakistan

Objective:To gather the fragmented literature on ethnobotany,phytochemistry and in-vitro activities of medicinal plants of Pakistan being used against common infections caused by Staphylococcus aureus(***).Methods:A large number of published and unpublished research studies related to the ethnomedicinal,phytochemical and *** activity of medicinal flora of Pakistan published from 1990-2018 were reviewed using online bibliographic databases such as PubMed,Web of Science,Science Direct,ResearchGate and ***:*** can cause many human ailments including endocarditis,staphylococcal scalded skin syndrome,septic arthritis,respiratory problems with an estimated infection rate of 25%-35%across the *** review comprised of 86 medicinal *** showed that people mostly used leaves(50%)for the preparation of traditional *** analysis on the reviewed data revealed that methanolic extract concentrations of medicinal plants was highly significantly positive correlated(r=0.8;P<0.01)with the *** zone of *** reportedly showed complete resistant to the commonly used antibiotic *** compounds like altheahexacosanyl lactone,cinnamaldehyde,niloticane,gobicusin A,asparacosin A,muzanzagenin,isoagatharesinol,friedelin,inophynone and eugenol were active against *** study provided in-vitro proof for the flora of Pakistan used against different infections caused by ***:Antibacterial agents from natural sources could be more effective against bacterial pathogens and will be helpful in minimizing the adverse effects of synthetic drugs,and hence provides a base for the pharmaceutical industries.

关键词： Gram positive bacteria Herbal medicines Plant extracts Phytochemicals In-vitro

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Third BRF:A Beacon for High-Quality BRI Cooperation

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中印对话（英文版） 2023年第5期37卷 46-48页

作者： Qaiser nawab the Belt and Road Initiative for Sustainable Development(BRISD)

The third Belt and Road Forum for International Cooperation(BRF)took place in Beijing from October 17 to *** forum,held under the theme"High-quality Belt and Road Cooperation:Together for Common Development and Prosperity,"signified a major *** President Xi Jinping not only graced the opening ceremony with his presence but also delivered a keynote speech,hosted a welcome banquet,and engaged in bilateralactivitieswith esteemed guests who gathered in China to attend the grand event.

关键词： Beacon Together Quality

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Extremely unusual case of gastrointestinal trichobezoar

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World Journal of Clinical Cases 2015年第5期3卷 466-469页

作者： Sopan N Jatal nawab P Jamadar Bhagwat Jadhav Saleha Siddiqui Sachin B Ingle Jatal Hospital and Research Centre Latur Maharashtra 4132512 India Department of Anesthesia MIMSR Medical College Latur Maharashtra 4132512 India Department of Pathology MIMSR Medical College Latur Maharashtra 4132512 India Department of Pathology and Secretary Research and Development MIMSR Medical College Latur Maharashtra 4132512 India

Trichobezoars(hair ball) are usually located in the stomach, but may extend through the pylorus into the duodenum and small bowel(Rapunzel syndrome). Rapunzel syndrome remains uncommon; with fewer than 40 cases reported. To the best of our knowledge, this case may be the first well-documented case with a length of 75 cm. They are almost always associated with trichotillomania and trichophagia or other psychiatric disorders. In the literature several treatment options are proposed, including removal by conventional laparotomy, laparoscopy and endoscopy. Herein, we are reporting an interesting case of an 18-year mentally retarded girl with history of trichotillomania and trichophagia who presented to our emergency department with a history of central abdominal pain associated with vomiting and constipation for five days. An examination showed a trichobezoar requiring emergent surgical intervention, and indicating the need for psychiatric treatment. The trichobezoar was treated successfully by laparoscopy.

关键词： Giant Trichobezoar Therapy Endoscopy Trichotillomania Rapunzel syndrome Laparoscopy

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Effect of Reinforcement on Deflection and Cracks in Baked Clay Beams

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Engineering（科研） 2016年第10期8卷 684-690页

作者： nawab Ali Lakho Muhammad Auchar Zardari Department of Civil Engineering Quaid-e-Awam University of Engineering Science and Technology Nawabshah Pakistan

For low cost houses in Pakistan, Reinforced Baked Clay (RBC) is considered to be a potential construction material as a substitute of Reinforced Cement Concrete (RCC). Deflection and cracks are important parameters for design of beams in a building. However, for RBC beams it is still unknown that how the deflection and crack width could be controlled by increasing ratio of reinforcement. This study investigates the effect of ratio of reinforcement on deflection and cracking behaviour of baked clay beams. The results show that by increasing area of reinforcement by 50% in baked clay beams: 1) deflection was decreased to 2.5 times, and 2) crack width was reduced to three times.

关键词： Baked Clay Deflection Crack Width Reinforcement Ultimate Load Low Cost Houses

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