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Sentiment Analysis with Tweets Behaviour in Twitter Streaming API

Computer Systems Science & Engineering 2023年第5期45卷 1113-1128页

作者： Kuldeep Chouhan mukesh yadav Ranjeet Kumar Rout Kshira Sagar Sahoo NZ Jhanjhi Mehedi Masud Sultan Aljahdali Computer Science and Engineering I.T.S Engineering CollegeGreater Noida201310India Computer Science and Engineering DPG Institute of Technology and ManagementGurgaon122004India Computer Science and Engineering National Institute of Technology SrinagarJammu and KashmirIndia Department of Computer Science and Engineering SRM UniversityAmaravatiAndhra Pradesh522240India School of Computer Science SCS Taylor’s UniversitySubang Jaya47500Malaysia Department of Computer Science College of Computers and Information TechnologyTaif UniversityP.O.Box 11099Taif21944Saudi Arabia

Twitter is a radiant platform with a quick and effective technique to analyze users’perceptions of activities on social *** researchers and industry experts show their attention to Twitter sentiment analysis to recognize the stakeholder *** sentiment analysis needs an advanced level of approaches including adoption to encompass data sentiment analysis and various machine learning *** assessment of sentiment analysis in multiple fields that affect their elevations among the people in real-time by using Naive Bayes and Support Vector Machine(SVM).This paper focused on analysing the distinguished sentiment techniques in tweets behaviour datasets for various spheres such as healthcare,behaviour estimation,*** addition,the results in this work explore and validate the statistical machine learning classifiers that provide the accuracy percentages attained in terms of positive,negative and neutral *** this work,we obligated Twitter Application Programming Interface(API)account and programmed in python for sentiment analysis approach for the computational measure of user’s perceptions that extract a massive number of tweets and provide market value to the Twitter account *** distinguish the results in terms of the performance evaluation,an error analysis investigates the features of various stakeholders comprising social media analytics researchers,Natural Language Processing(NLP)developers,engineering managers and experts involved to have a decision-making approach.

关键词： Machine learning Naive Bayes natural language processing sentiment analysis social media analytics support vector machine Twitter application programming interface

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Hybridization between salt resistant and salt susceptible genotypes of mungbean(Vigna radiata ***)and purity testing of the hybrids using SSRs markers

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Journal of Integrative Agriculture 2016年第3期15卷 521-527页

作者： Sehrawat Nirmala yadav mukesh Bhat Kangila Venkataraman Sairam Raj Kumar Jaiwal Pawan Kumar Centre for Biotechnology Maharshi Dayanand UniversityRohtak 124001India Department of Biotechnology Maharishi Markandeshwar UniversityAmbala 133207India National Bureau of Plant Genetic Resources Pusa CampusNew Delhi 110012India Indian Society for Plant Physiology G-3NASC ComplexPusaNew Delhi 110012India

Six cultivated and two wild genotypes of mungbean（Vigna radiata L. Wilczek） possessing variation for phenotypic and genotypic response for salt tolerance were hybridized. Hybridization results showed successful pod set and significant variations in cross-compatibility of investigated genotypes. Genotypes PLM 380 and PLM 562 showed promising combining ability with all genotypes. Results revealed significant crossing compatibility between V. radiata and V. sublobata. The cross ability ranged from 1.99 to 5.12%（average 3.08%）. Molecular analysis confirmed the hybrids purity. All F_1 seeds were bold, green/shiny green and germinated between 3 to 5 days. Hybrid plants were normal, fertile and healthier over their respective progenitors. Uniform flowering and maturity of the hybrids showed absence of any defect or alteration in plant habit and life cycle of the hybrids. The hybrid plants showed increase in yield characteristics as no. of pods, pod length, 100 seeds weight, and yield per plant. Number of pods containing F_2 seeds ranged from 5–8 per cluster. The F_2 seeds were collected and stored for further research. Present study suggests that salt resistant wild relatives or cultivars of mungbean can be explored by breeding as a source of useful traits/genes providing salt tolerance. This may help in development of best mungbean variety for saline prone areas. Micro-satellite markers linked to the trait/genes may assist breeding by early selection of the genotypes compared to the phenotypic screening.

关键词： mungbean salinity stress breeding hybrid purity improved characteristics

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Effect of random movement and cooperative hunting in the prey-predator system:A dynamical approach

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International Journal of Biomathematics 2024年第3期17卷 211-240页

作者： Shivam Teekam Singh mukesh Kumar Department of Mathematics Graphic Era Deemed to be University 566/6 Bell RoadSociety AreaClenent Town DehradunUttarakhand 248002India Department of Computer Science and Engineering Graphic Era Deemed to be University 566/6 Bell RoadSociety AreaClement Town DehradunUttarakhand 248002India

Self-diffusion prerequisite is obtained as the spreading approach of biological *** hunting is a common behavior in predator populations that promotes predation and the coexistence of the prey-predator *** the other side,the Allee effect among prey may cause the system to become *** this paper,a difusive prey predator system with cooperative hunting and the weak Allee effect in prey populations is *** linear stability and Hopf-bifurcation analysis had been used to examine the system's *** the spatial stability of the system,the conditions for Turing instability have been *** multiple-scale analysis has been used to derive the amplitude equations of the *** stability analysis of these amplitude equations leads to the formation of Turing ***,numerical simulations are used to analyze spatial patterns forming in 1-D and *** studies indicate that the model can generate a complex pattern structure and that self-diffusion has a drastic impacton species distribution.

关键词： Prey predator system hunting cooperation Allee effect Hopf-bifurcation diffusive instability amplitudeequation

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Very late pacemaker extrusion: A rare complication of permanent pacemaker implantation

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World Journal of Cardiovascular Diseases 2012年第4期2卷 330-332页

作者： Rajesh Vijayvergiya Ram Chitlangia mukesh yadav Asif Hasan Department of Cardiology Advanced Cardiac Centre Post Graduate Institute of Medical Education & Research Chandigarh India

Pacemaker extrusion is an uncommon complication of device implantation. Mostly, it happens either beuse of infection or secondary to various mechanical factors. It usually occurs days to months after the implantation, however very late pacemaker extrusion has not been described in the literature. We present a case of 70 years old male, who had pacemaker extrusion 11 years after its implantation. The various management issues related with such patient is discussed in the article.

关键词： Pacemaker Extrusion Infection Lead Fracture

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Impact of obesity and diabetes on arthritis: An update

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Health 2013年第1期5卷 143-156页

作者： Rajesh Pandey Narendra Kumar Seema Paroha Ram Prasad mukesh yadav Shalini Jain Hariom yadav Amity Institute of Microbial Technology Amity University Noida India College of Advance Studies Datia India Department of Biochemistry Awadhesh Pratap Singh University Rewa India Department of Biochemistry Jawaharlal Nehru Agriculture University Jabalpur India Department of Biotechnology IMS Engineering College Ghaziabad India NIDDK National Institutes of Health Bethesda USA

The incidence of obesity and diabetes has been increased with alarming rate in recent years and became a common problem around the globe including developing as well as in developed countries with incalculable social costs. Obesity and type 2 diabetes are two common co-morbidities occur together. Obesity and diabetes is closely associated with many diseases, osteoarthritis, hypertension, certain form of cancer, sleep-breathing disorders and coronary heart disease. Impacts of obesity and diabetes (insulin resistance) on arthritis have been seen in patients that we associated with combination of various factors like increased availability of high-energy foods, genetic susceptibility and decreased physical activity in modern society. Arthritis is becoming pandemic around the globe and its occurrence with obesity and diabetes has been observed more common than ever. Combination of these two chronic conditions makes these diseases more vulnerable for human health. Till now very limited information is established about the pathological and mechanistic correlation among these health ailments. In this review article we aimed to survey the literature covering the influence of obesity and diabetes on arthritis pathology and tried to establish correlation with these diseases.

关键词： Obesity Diabetes Arthritis Complications

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Comparison of life cycle assessment of large-scale biogas projects with different raw materials in China

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INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING 2024年第2期17卷 268-279页

作者： Sun, Jiazheng Qu, Youpei Lyu, Xiaoyi Ding, Xinjie Miao, Xinying Awasthi, mukesh Kumar Qu, Jingbo City Univ Hong Kong Sch Energy & Environm Hong Kong 999077 Peoples R China Northeast Agr Univ Coll Engn Harbin 150030 Heilongjiang Peoples R China Key Lab Agr Renewable Resources Utilizat Technol & Harbin 150030 Peoples R China Northwest A&F Univ Coll Nat Resources & Environm Yangling 712100 Shaanxi Peoples R China

The anaerobic digestion (AD) disposal of stover and cattle manure is of great significance to the development of lowcarbon economy and green energy in China, but it will also have an impact on the environment, and the degree of influence is different for various raw materials. In this study, life cycle assessment (LCA) methods were applied to analyze and compare the impact of corn stovers biogas projects (CSBP) and dairy manure biogas projects (DMBP) on the environment during the whole operation stage. The results of inventory analysis were evaluated by ReCiPe2016 Hierarchy(H) mid -point (problem -oriented) and end -point (destruction -oriented) method, respectively. The results showed that the net energy efficiency of CSBP was higher (763.903 kWh/FU) and the greenhouse gas (GHG) emission reduction of DMBP was more (5541.418 kg CO2-eq/FU). The anaerobic digestion (AD) units have the greatest environmental impacts, and human carcinogenic toxicity is the largest environmental impact category (1.16-1.43 PE). The key to reducing environmental impact is reducing the input of chemical substances and the waste of electric energy. Both CSBP and DMBP have a favorable impact on ecosystem quality and resources, and CSBP is more beneficial to the environment (-10.297 Pt). Co -digestion is an important measure to reduce the environmental damage from biogas projects. These research results provide theoretical support for the selection of raw materials for large-scale biogas projects in China, provide technical basis for reducing the impact of actual operation on the environment, and promote the resource utilization of agricultural waste and carbon dioxide emission reduction and sequestration.

关键词： life cycle assessment environmental impact assessment large-scale biogas projects bioenergy carbon dioxide emission reduction ANAEROBIC CO-DIGESTION VOLATILE FATTY-ACIDS ELECTRICITY PRODUCTION ENVIRONMENTAL IMPACTS METHANE PRODUCTION ASSESSMENT LCA RICE STRAW ENERGY USE WASTE SUSTAINABILITY

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Management of proximal tibial stress fracture associated with advanced knee osteoarthritis:A systematic review

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Chinese Journal of Traumatology 2024年第3期27卷 147-152页

作者： mukesh Kumar Saini Mahendra Singh Devendra Singh Prem Manohar Seervi Pera Jayavardhan Reddy Neelam Ramana Reddy Department of Orthopaedics Dr SN Medical CollegeJodhpur342011India Department of Orthopaedics Star HospitalsB Block Banjara HillsHyderabad500034India

Purpose:Tibial stress fracture associated with knee osteoarthritis is an unusual and difficult clinical *** is no clear existing treatment guideline for this uncommon clinical *** aim of this study is to review the impact of various treatment options for patients with advanced knee osteoarthritis associated with proximal tibial stress ***:The study was performed using the databases of PubMed and *** index for non-randomized studies score was used to evaluate the included studies’*** concluded data included the treatment approach,reported outcome measure,and time to fracture *** literature search was started in December 2021 and accomplished in January 2022.A narrative description of the different methods and comparison of their results were ***:Out of total assessed 69 studies,9 studies were included in our *** commonest treatment approach used was total knee arthroplasty by long tibial stem *** mean preoperative knee society score and knee functional score were 30.62 and 23.17,*** mean postoperative knee society knee score was 86.87,while the functional score was *** average reported time to achieve fracture union was 4 months(a range of 2.07-5.50 months).Conclusion:The optimal clinical outcome for treating either acute or mobile tibial stress fracture in patients with advanced knee osteoarthritis can be achieved with long stem total knee ***,due to heterogeneity of data,comparison of different treatment options for chronic proximal tibial stress fracture mal-union/non-union coexisting with knee osteoarthritic and such inferences need to be judged cautiously.

关键词： Tibial stress fracture Knee osteoarthritis Total knee arthroplasty

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Assessment of post-myocardial infarction lipid levels and management:Results from a tertiary care hospital of Pakistan

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World Journal of Cardiology 2024年第5期16卷 282-292页

作者： Rubina Rauf Muhammad Ismail Soomro Muhamman Nauman Khan mukesh Kumar Najia Aslam Soomro Khawar Abbas Kazmi Department of Preventive Cardiology National Institute of Cardiovascular DiseasesKarachi 75510Pakistan Department of Adult Cardiology National Institute of Cardiovascular DiseasesKarachi 75510Pakistan Department of Cardiology Liaquat National HospitalKarachi 74800Pakistan

BACKGROUND Lipid treatment practices and levels in post-acute myocardial infarction(AMI)patients,which are crucial for secondary *** To evaluate the lipid treatment practices and lipid levels in post-myocardial infarction(MI)patients at a tertiary care hospital in *** In this cross-sectional study,we analyzed patients who had experienced their first AMI event in the past 3 *** assessed fasting and non-fasting lipid profiles,reviewed statin therapy prescriptions,and examined patient *** recommended dose was defined as rosuvastatin≥20 mg or atorvastatin≥40 mg,with target total cholesterol levels set at<160 mg/dL and target low-density lipoprotein cholesterol(LDL-C)at<55 mg/*** Among 195 patients,71.3%were male,and the mean age was 57.1±10.2 *** median duration since AMI was 36(interquartile range:10-48)months and 60% were diagnosed with ST-segment elevation *** 13.8% of patients were advised to undergo lipid profile testing after AMI,88.7% of patients were on the recommended statin therapy,and 91.8% of patients were compliant with statin *** 11.5% had LDL-C within the target range and 71.7% had total cholesterol within the target *** admission in the past 12 months was reported by 14.4%,and the readmission rate was significantly higher among non-compliant patients(37.5%vs 5.6%).Subsequent AMI event rate was also significantly higher among non-compliant patients(43.8%vs 11.7%).CONCLUSION Our study highlights that while most post-AMI patients received the recommended minimum statin therapy dose,the inadequate practice of lipid assessment may compromise therapy optimization and raise the risk of subsequent events.

关键词： Lipid profile Dyslipidemia Acute myocardial infarction Secondary prevention Lipid lowering therapy

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Percutaneous endovascular management of atherosclerotic axillary artery stenosis:Report of 2 cases and review of literature

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World Journal of Cardiology 2011年第5期3卷 165-168页

作者： Rajesh Vijayvergiya mukesh yadav Anil Grover Department of Cardiology Advance Cardiac CentrePostgraduate Institute of Medical Education and ResearchChandigarh 160 012India

With recent advancement in percutaneous endovascular management,most atherosclerotic peripheral arterial diseases are amenable for ***,there is limited published literature about atherosclerotic axillary artery involvement and its endovascular *** report two cases of atherosclerotic axillary artery stenosis,which were successfully managed with stent angioplasty using self expanding nitinol stents. The associated coronary artery disease was treated by percutaneous angioplasty and *** long term follow-up revealed patent axillary stents in both cases.

关键词： Angioplasty Atherosclerosis Axillary artery Coronary artery Endovascular Self expanding stent

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Community-acquired multidrug-resistant pneumonia,bacteraemia,and infective endocarditis:A case report

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World Journal of Critical Care Medicine 2024年第1期13卷 85-91页

作者： Basavaraj Jatteppanavar Arnab Choudhury Prasan Kumar Panda mukesh Bairwa Department of Medicine All India Institute of Medical SciencesRishikesh 249203India

BACKGROUND The prevalence of multidrug-resistant(MDR)bacteria has increased globally,with extensive drug-resistant(XDR)bacteria posing a threat to *** SUMMARY This case report describes a young man admitted for suspected tropical fever infections who experienced rapid deterioration in *** negative results for tropical fever infections,he had neutrophilic leucocytosis,acute kidney injury,and chest imaging findings suggestive of bilateral *** day two,he was diagnosed with infective endocarditis with possible rheumatic heart disease and MDR methicillin-resistant Staphylococcus aureus bacteraemia,and communityacquired *** treatment with broad-spectrum antibiotics,he did not respond and succumbed to death on day *** This case highlights that clinicians/public should be aware of MDR communityacquired pneumonia,bacteraemia,and endocarditis which ultimately culminate in high rates of morbidity and *** identification of pathogenic strain and prompt antibiotic treatment are a mainstay for the management and prevention of early ***,route cause analysis of communityacquired MDR/XDR pathogens is a global need.

关键词： Antibiotic resistance Community-acquired infections Infective endocarditis Methicillin-resistant staphylococcus aureus Rheumatic heart disease Case report

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