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An Intelligent Medical Expert System Using Temporal Fuzzy Rules and Neural Classifier

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Intelligent Automation & Soft Computing 2023年第1期35卷 1053-1067页

作者： praveen Talari A.Suresh M.G.Kavitha Vel Tech High Tech Dr.Rangarajan Dr.Sakunthala Engineering College Chennai600062India AMET University Chennai600062India University College of Engineering Pattukkottai600062India

As per World Health Organization report which was released in the year of 2019,Diabetes claimed the lives of approximately 1.5 million individuals globally in 2019 and around 450 million people are affected by diabetes all over the *** it is inferred that diabetes is rampant across the world with the majority of the world population being affected by *** the diabetics,it can be observed that a large number of people had failed to identify their disease in the initial stage itself and hence the disease level moved from Type-1 to *** avoid this situation,we propose a new fuzzy logic based neural classifier for early detection of diabetes.A set of new neuro-fuzzy rules is introduced with time constraints that are applied for thefirst level *** levels are further refined by using the Fuzzy Cognitive Maps(FCM)with time intervals for making thefinal decision over the classification *** main objective of this proposed model is to detect the diabetes level based on the ***,the set of neuro-fuzzy rules are used for selecting the most contributing values over the decision-making process in diabetes *** proposed model proved its efficiency in performance after experiments conducted not only from the repository but also by using the standard diabetic detection models that are available in the market.

关键词： Diabetes type-1 type-2 feature selection classification fuzzy rules fuzzy cognitive maps classifier

Survey on recent advances in IoT application layer protocols and machine learning scope for research directions

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Digital Communications and Networks 2022年第5期8卷 727-744页

作者： praveen Kumar Donta Satish Narayana Srirama Tarachand Amgoth Chandra Sekhara Rao Annavarapu Department of Computer Science and Engineering Indian Institute of Technology(Indian School of Mines)Dhanbad826004India School of Computer and Information Sciences University of HyderabadHyderabad500046India Mobile&Cloud Lab Institute of Computer ScienceFaculty of Science and TechnologyUniversity of Tartu50090Estonia

The Internet of Things(IoT)has been growing over the past few years due to its flexibility and ease of use in real-time *** IoT's foremost task is ensuring that there is proper communication among different types of applications and devices,and that the application layer protocols fulfill this ***,as the number of applications grows,it is necessary to modify or enhance the application layer protocols according to specific IoT applications,allowing specific issues to be addressed,such as dynamic adaption to network conditions and ***,several IoT application layer protocols have been enhanced and modified according to application ***,no existing survey articles focus on these *** this article,we survey traditional and recent advances in IoT application layer protocols,as well as relevant real-time applications and their adapted application layer protocols for improving *** changing the nature of protocols for each application is unrealistic,machine learning offers means of making protocols intelligent and is able to adapt *** this context,we focus on providing open challenges to drive IoT application layer protocols in such a direction.

关键词： Internet of things Machine learning Application layer Request-response protocols Publish-subscribe protocols

Mix design,development,production and policies of recycled hot mix asphalt:A review

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Journal of Traffic and Transportation Engineering(English Edition) 2022年第5期9卷 765-794页

作者： Ankit Sharma Gondaimei Ransinchung Rongmei Naga praveen Kumar Priti Rai Department of Civil Engineering Indian Institute of Technology RoorkeeRoorkee 247667India

Worldwide,flexible pavements are the paramount type of *** national assets can be recycled to serve the next design life without the need to dispose of them in *** old/distressed,flexible pavement material is called,reclaimed asphalt pavement(RAP)*** view of the sustainable development practice,100%RAP should be ***,the practical range of RAP incorporation in a drum mix plant ranges from 10%to 50%whereas in a batch mix plant,it is 10%-35%.In a batch mix plant,incorporation of the hot dried RAP(instead of cold RAP feeding)can increase the RAP incorporation level by 20%.Studies recommended that the rejuvenator should be added over the RAP material instead adding with the base *** addition of rejuvenator on the RAP conveyor belt(to the pug mill),provided sufficient time for rejuvenating the aged binder coating over RAP ***,a thorough knowledge of the mix design process of recycled hot mix asphalt(RAP-HMA)is essential to produce a durable *** high RAP content(>20%),the RAP binder properties are important for the mix design ***,very limited studies discussed(in detail)the recovery process of the RAP *** review article through light on the binder recovery process,method of RAP gradation,specific gravity determination for RAP material,minimum desirable properties of the RAP material *** review paper also provides a narrative review of the historical development of RAP-HMA technology,technical aspects related to the procurement of RAP material,mix design and production of the recycled ***,the international&national policies/laws for construction and demolition waste are discussed.

关键词： Reclaimed asphalt pavement Hot mix asphalt Recycled mix Blending chart Rejuvenator dose Batch and drum asphalt plant

The effect of pH on stability and thermal performance of graphene oxide and copper oxide hybrid nanofluids for heat transfer applications:Application of novel machine learning technique

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Journal of Energy Chemistry 2023年第7期82卷 359-374,I0009页

作者： praveen Kumar Kanti Prabhakar Sharma K.V.Sharma M.P.Maiya Department of Mechanical Engineering Indian Institute of Technology MadrasChennai 600036India Department of Mechanical Engineering Delhi Skill and Entrepreneurship UniversityDelhi 110089India Center for Energy Studies Department of Mechanical EngineeringJNTUH College of EngineeringKukatpallyHyderabad 500085Telangan1India

This paper investigates the effects of pH on stability and thermal properties of copper oxide(CuO),graphene oxide(GO),and their hybrid nanofluid(HNF)at different mixing ***,sol-gel and Hummer’s method was employed for the synthesis of CuO and GO nanoparticles(NPs),and they are characterized with various *** effects of two different surfactants were analyzed on nanofluid’s(NF’s)stability at different pH *** properties like thermal conductivity(TC)and viscosity(VST)of NFs were measured at different volume concentration(0.1 vol%to 1.0 vol%)and temperature range of 30-60℃,*** TC and VST of GO/CuO(50:50)HNF are higher than that of GO/CuO(20:80).The figure of merit(FOM)is determined for the studied *** correlations were presented to calculate the TC as well as VST of *** modern novel machine learning-based ensemble approaches were employed for predictive model development for TC and VST of considered *** comparison of prognostic models with Taylor’s diagram revealed that Bayesian optimized support vector machine(BoASVM)was superior to Bayesian optimized boosted regression trees(BoA-BRT)for both TC and VST models.

关键词： CuO Figure of merit Graphene oxide Machine learning pH Stability

High-Velocity Projectile Impact Behaviour of Friction Stir Welded AA7075 Thick Plates

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Defence Technology（防务技术） 2023年第11期29卷 153-163页

作者： R.praveen S.R.Koteswara Rao G.Selvakumar R.Damodaram Department of Robotics and Automation Karpaga Vinayaga College of Engineering and TechnologyChengalpattu603308TamilNaduIndia Department of Mechanical Engineering Sri Sivasubramaniya Nadar College of EngineeringChennai603110TamilNaduIndia

In this study, high velocity impact behaviour of friction stir welded AA7075-T651 25 mm thick plates were investigated using a 7.62 mm × 51 mm lead core and 7.62 mm × 39 mm steel core projectiles. Prior to ballistic trails, mechanical and metallurgical properties of friction stir welded AA 7075-T651 25 mm thick plates were studied. Microstructural and hardness studies revealed that friction stir welds constituted three distinct regions namely Weld Nugget(WN), Thermo-Mechanically Affected Zone(TMAZ) and Heat Affected Zone(HAZ). Base Material(BM) and all three weld regions were ballistically tested as per military standard NIJ.0108.01 using lead and steel core bullets at maximum permissible velocities of 830 ± 20 and 700 ± 30 m/s, respectively. It has been found that base material(AA7075-T651)and all three weld regions of 25 mm thick plates were able to resist perforation by both types of projectiles used. However depth of penetration has been found to increase from BM to WN, HAZ and TMAZ for both types of projectiles. In all cases steel core projectiles caused higher depth of penetration compared to those caused by lead core projectiles. TMAZs of the friction stir welds were found to be the weakest zone. The fracture that occurred in the base material was spall fragmentation indicating brittle failure, whereas all zones of friction stir welded AA7075-T651 targets with a front petalling, indicating ductile failure. The post-ballistic tested samples showed no significant change in the microstructure of the BM and WN. On the other hand, TMAZ and HAZ showed severe grain deformation in the direction of projectile penetration, and the formation of adiabatic shear bands(ASB). This work showed that 25 mm thick friction stir welded AA7075-T651 joints responded well to ballistic impact loads, making them a good choice for light combat vehicles.

关键词： Aluminum alloy Thick plate Friction stir welding Ballistic performance Depth of penetration

Investigation on Effect of Radial and Extended Fins in PCM Heat Sink for LED Cooling

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哈尔滨工业大学学报:英文版 2023年第5期30卷 89-98页

作者： Thangamani Ramesh Ayyappan Susila praveen praveen Bhaskaran Pillai Sachin Salunkhe J.Paulo Davim Department of Mechanical Engineering Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and TechnologyChennai600062Tamil NaduIndia Department of Mechanical Engineering Kalasalingam Academy of Research and EducationKrishnankoil626126Tamil NaduIndia Department of Mechanical and Aeronautical Engineering Clean Energy Research GroupUniversity of PretoriaPretoria0002South Africa Department of Mechanical Engineering University of AveiroCampus SantiagoAveiro 3810-193Portuga

This work focuses on the efficiency of the LED acting as the heat sink containing Phase Change Material(PCM). Three different heat sink configurations(H-1, H-2, and H-3) are used in this study. Input power and the number of fins are altered to find their effect on junction temperatures, luminous flux, and thermal resistance. The junction temperature of heat sink H-3 with PCM decreased by 3.1 % when compared with heat sink devoid of PCM at 10 W. The thermal resistance of the heat sink H-3 is reduced by 18.2 % when compared to its counterpart devoid of PCM at 10 W. The luminous flux of the PCM filled heat sink H-3 is found to increase by 12.15 % against the PCM not filled heat sink H-1 at 10 W. The H-3 heat sink with PCM showed superior performance because of the enhanced natural convection and conduction in bulk PCM with fins, and with added high latent heat capacity of PCM.

关键词： LED phase change material thermal resistance junction temperature luminous flux

Visible light photocatalysis in the synthesis of pharmaceutically relevant heterocyclic scaffolds

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Organic Chemistry Frontiers 2022年第5期9卷 1485-1507页

作者： Vishal Srivastava Pravin K.Singh Shraddha Tivari praveen P.Singh Department of Chemistry CMP Degree CollegeUniversity of AllahabadPrayagraj 211002India Department of Chemistry United College of Engineering&ResearchNainiPrayagraj 211010India

Visible light and photoredox catalysis have emerged as a powerful and long-lasting tool for organic syn-thesis,demonstrating the importance of a variety of chemical bond formation *** products,physiologically active substances,medicines,and agrochemicals all contain heterocyclic *** impact of visible light-promoted chemistry on the functionalization of heterocycles as well as the syn-thesis and modification of heterocyclic compounds of medicinal importance is summarized in this review.

关键词： heterocyclic Visible synthesis

Multi-Features Disease Analysis Based Smart Diagnosis for COVID-19

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Computer Systems Science & Engineering 2023年第4期45卷 869-886页

作者： Sirisati Ranga Swamy SPhani praveen Shakeel Ahmed Parvathaneni Naga Srinivasu Abdulaziz Alhumam Department of CSE Vignan’s Institute of Management and Technology for Women GhatkesarTelanganaIndia Department of CSE PVPSITVijayawadaAndhra Pradesh520007India Department of Computer Science College of Computer Sciences and Information TechnologyKing Faisal UniversityAl-Ahsa31982Saudi Arabia Department of Computer Science and Engineering-AIML VNR Vignana Jyothi Institute of Engineering and TechnologyHyderabadTelangana500090India

Coronavirus 2019(COVID-19)is the current global buzzword,putting the world at *** pandemic’s exponential expansion of infected COVID-19 patients has challenged the medical field’s resources,which are already *** established nations would not be in a perfect position to manage this epidemic correctly,leaving emerging countries and countries that have not yet begun to grow to address the *** problems can be solved by using machine learning models in a realistic way,such as by using computer-aided images during medical *** models help predict the effects of the disease outbreak and help detect the effects in the coming *** this paper,Multi-Features Decease Analysis(MFDA)is used with different ensemble classifiers to diagnose the disease’s impact with the help of Computed Tomography(CT)scan *** are various features associated with chest CT images,which help know the possibility of an individual being affected and how COVID-19 will affect the persons suffering from *** current study attempts to increase the precision of the diagnosis model by evaluating various feature sets and choosing the best combination for better *** model’s performance is assessed using Receiver Operating Characteristic(ROC)curve,the Root Mean Square Error(RMSE),and the Confusion *** is observed from the resultant outcome that the performance of the proposed model has exhibited better efficient.

关键词： Chest CT COVID-19 classification ROC curves multi-feature disease analysis

Malaria slide bank plays a crucial role in achieving and sustaining malaria elimination in India

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Asian Pacific Journal of Tropical Medicine 2023年第10期16卷 431-433页

作者： Shrikant Nema Nitika Nitika Anup R Anvikar praveen K Bharti ICMR-National Institute of Malaria Research Sector 8Dwarka 110077New DelhiIndia

India's healthcare system continues to place the highest priority on the fight against malaria[1].Malaria elimination program has received considerable attention from both the public and private sectors,resulting in a significant drop in malaria cases[2].In 2022,a total of 176000 million cases of malaria were reported in India,in which Plasmodium(P.)falciparum has contributed 57.0%and 42.3%were *** cases and limited cases of *** and ***.

关键词： malaria Malaria elimination