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BHGSO:Binary Hunger Games Search Optimization Algorithm for Feature Selection Problem

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Computers, materials & Continua 2022年第1期70卷 557-579页

作者： R.manjula Devi m.Premkumar pradeep Jangir B.Santhosh kumar Dalal Alrowaili Kottakkaran Sooppy Nisar Department of Computer Science and Engineering Kongu Engineering CollegePerundurai638060Tamil NaduIndia Department of Electrical and Electronics Engineering Dayananda Sagar College of EngineeringBengaluru560078KarnatakaIndia Rajasthan Rajya Vidyut Prasaran Nigam Sikar332025RajasthanIndia Department of Computer Science and Engineering Guru Nanak Institute of TechnologyHyderabad501506TelanganaIndia mathematics Department College of ScienceJouf UniversitySakakaP.O.Box:2014Saudi Arabia Department of mathematics College of Arts and SciencesPrince Sattam bin Abdulaziz UniversityWadi Aldawaser11991Saudi Arabia

In machine learning and data mining,feature selection(FS)is a traditional and complicated optimization *** the run time increases exponentially,FS is treated as an NP-hard *** researcher’s effort to build a new FS solution was inspired by the ongoing need for an efficient FS framework and the success rates of swarming outcomes in different optimization *** paper presents two binary variants of a Hunger Games Search Optimization(HGSO)algorithm based on V-and S-shaped transfer functions within a wrapper FS model for choosing the best features from a large *** proposed technique transforms the continuous HGSO into a binary variant using V-and S-shaped transfer functions(BHGSO-V and BHGSO-S).To validate the accuracy,16 famous UCI datasets are considered and compared with different state-of-the-art metaheuristic binary *** findings demonstrate that BHGSO-V achieves better performance in terms of the selected number of features,classification accuracy,run time,and fitness values than other state-of-the-art *** results demonstrate that the BHGSO-V algorithm can reduce dimensionality and choose the most helpful features for classification *** proposed BHGSO-V achieves 95%average classification accuracy for most of the datasets,and run time is less than 5 *** low and medium dimensional datasets and less than 10 sec for high dimensional datasets.

关键词： Binary optimization feature selection machine learning hunger games search optimization

Cytogenetic studies of chromium(Ⅲ) oxide nanoparticles on Allium cepa root tip cells

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Journal of Environmental Sciences 2015年第12期27卷 150-157页

作者： Deepak kumar A.Rajeshwari pradeep Singh Jadon Gouri Chaudhuri Anita mukherjee Natarajan Chandrasekaran Amitava mukherjee Centre for Nanobiotechnology VIT University Centre of Advanced Study Department of BotanyUniversity of Calcutta

The current study evaluates the cytogenetic effects of chromium（Ⅲ） oxide nanoparticles on the root cells of Allium *** root tip cells of *** were treated with the aqueous dispersions of Cr2O3 nanoparticles（NPs） at five different concentrations（0.01,0.1,1,10,and 100 μg/m L） for 4 *** colloidal stability of the nanoparticle suspensions during the exposure period were ascertained by particle size *** 4 hr exposure to Cr2O3 NPs,a significant decrease in mitotic index（mI） from 35.56%（Control） to 35.26%（0.01 μg/m L）,34.64%（0.1 μg/m L）,32.73%（1 μg/m L）,29.6%（10 μg/m L） and 20.92%（100 μg/m L） was *** optical,fluorescence and confocal laser scanning microscopic analyses demonstrated specific chromosomal aberrations such as-chromosome stickiness,chromosome breaks,laggard chromosome,clumped chromosome,multipolar phases,nuclear notch,and nuclear bud at different exposure *** concentration-dependent internalization/bio-uptake of Cr2O3 NPs may have contributed to the enhanced production of anti oxidant enzyme,superoxide dismutase to counteract the oxidative stress,which in turn resulted in observed chromosomal aberrations and cytogenetic *** results suggest that *** root tip assay can be successfully applied for evaluating environmental risk of Cr2O3 NPs over a wide range of concentrations.

关键词： A.cepa Bio-uptake Chromosomal aberration C2O3 nanoparticles mitotic index SOD

Adelfa:a futuristic biodiesel fuel for DI diesel engines:a comparative experimental investigation

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Chinese Science Bulletin 2014年第9期59卷 924-930页

作者： A.R.pradeep kumar K.Annamalai S.R.Premkartikkumar Department of Automobile Engineering Anna University MIT Campus Chennai India

Biodiesel fuel is found to be a promising alternative for the petroleum diesel based on the results published by the researchers for a *** fuel is renewable and non degradable *** countries use biodiesel fuel for automotives to meet the crisis due to the depletion of the petroleum fuel and to meet the stringent emission norms Various researches have been carried out with different biodiesel fuels with vegetable oil as the source and appreciable results were *** biodiesel fuels which have been already tested are Jatropha,Pongamia,mahua,neem,cotton seed,*** this experimental work,Adelfa biodiesel blend is used as the test *** emission and performance characteristics were compared with three other different biodiesel fuel *** results imply that Adelfa biodiesel(Nerium oil methyl ester)can be a futuristic biodiesel fuel,which has a good compatibility with the direct injection(DI)diesel engine without any major ***,Adelfa can be cultivated in a non agricultural land with fewer sources of *** is widely spread over all major countries of *** investigations have been carried out on a single cylinder DI diesel engine with standard engine *** this experimental work,various Adelfa biodiesel blends is compared with reference fuel(diesel)to choose the best blend which gives a closer performance to *** comparative analysis with other biodiesel fuels has also been done and results have been discussed.

关键词：直喷式柴油机生物柴油柴油燃料对比实验混合燃料排放标准石油燃料实验工作

Landscaping and performance of some aesthetic plant species in hot, arid conditions of India

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Journal of Forestry Research 2012年第2期23卷 305-309页

作者： Rajesh kumar Gupta pradeep Chaudhry Rameshwar Lal Srivastava Arid Forest Research Institute New Pali Road Jodhpur-342005 India

Establishment of ornamental and aesthetic plants in hot, arid conditions of India is difficult due to the prevailing climatic, edaphic and biotic factors. Effect of turfgrass on the growth of ornamental plants in hot arid conditions has not been studied so far anywhere in the world. A study was conducted on the campus of Arid Forest Research Institute, Jodhpur, India to assess the performance of a few ornamental plant spe- cies in combination with turfgrass and without turfgrass with respect to different soil tilling intervals. Growth of plants was better with turfgrass than without turfgrass. We suggest adopting a soil tilling interval of 30 days to achieve optimum growth of ornamental plant species in terms of height and crown diameter. Our results can help reduce labor costs and achieving better landscapes in fewer days in hot urban conditions of Indian sub continent.

关键词： omamental plants soil working interval Thar Desert turf grass urban forestry & urban greenery

Role of ions and ion channels in capacitation and acrosome reaction of spermatozoa

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Asian Journal of Andrology 1999年第3期1卷 95-107页

作者： Sharad B Purohit malini Laloraya G.pradeep kumar School of Life Sciences Devi Ahilya University Vigyan Bhavan Khandwa Road Indore 452001 M. P. India.School of Life Sciences Devi Ahilya University Vigyan Bhavan Khandwa Road Indore 452001 M. P. India.School of Life Sciences Devi Ahilya University Vigyan Bhavan Khandwa Road Indore 452001 M. P. India.

Capacitation and acrosome reaction are important prerequisites of the fertilization process. Capacitation is a highlycomplex phenomenon occurring in the female genital tract, rendering the spermatozoa capable of binding and fusionwith the oocyte. During capacitation various biochemical and biophysical changes occur in the spermatozoa and thespermatozoal membranes. Ions and ion channels also play important roles in governing the process of capacitation bychanging the fluxes of different ions which in turn controls various characteristics of capacitated spermatozoa. Alongwith the mobilization of ions the generation of free radicals and efflux of cholesterol also plays an important role in thecapacitation state of the spermatozoa. The generation of free radical and efflux of cholesterol change the mechano-dynamic properties of the membrane by oxidation of the polyunsaturated lipids and by generating the cholesterol freepatches. The process of capacitation renders the spermatozoa responsive to the inducers of the acrosome reaction. Theglycoprotein zona pellucida 3 (ZP3) of the egg coat zona pellucida is the potent physiological stimulator of the acro-some reaction; progesterone, a major compoent of the follicular fluid, is also an induce of the acrosome *** inducers of the acrosome reaction cause the activation of the various ion-channels leading to high influxes of calci-um, sodium and bicarbonate. The efflux of cholesterol during the process of capacitation alters the permeablity of themembrane to the ions and generate areas which are prone to fusion and vesculation process during the acrosome reac-tion. Ths review focuses mainly on effects of the ion and ion-channels, free radicals, and membrane fluidity changesduring the process of capacitation and acrosome reaction. (Asian J Androl 1999 Sep; 1: 95-107)

关键词： spermatozoa capacitation acrosome reaction ion channels free radicals membrane fluidity

mapping the T cell response to COVID-19

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Signal Transduction and Targeted Therapy 2020年第1期5卷 1447-1448页

作者： Junwei Li Junhua Wang Angray S.Kang pradeep kumar Sacitharan College of Veterinary medicine Qingdao Agricultural UniversityQingdao 266109China Centre for Oral Immunobiology and Regenerative medicine Institute of DentistryBarts and the London School of Medicine and DentistryQueen Mary University of LondonLondon E12ATUK The Institute of Ageing and Chronic Disease University of LiverpoolLiverpool L78TXUK Xi’an Jiaotong-Liverpool University Department of Biological Sciences#111 Ren’ai RoadSuzhou Industrial ParkSuzhouJiangsu Province 215123P.R.China

A recent article by Grifoni et *** demonstrated the ability to measure and understand the human CD4+and CD8+T cell responses to SARS-CoV-2 infection.1 These findings highlighted below gave new insights into the immunopathogenesis of COVID-19,the crossreactivity of the SARS-CoV-2 infections,the potential targets of T cells,and for vaccine design.

关键词： al mapping vaccine

Targeting IL-22 and IL-22R protects against experimental osteoarthritis

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Cellular & molecular Immunology 2021年第5期18卷 1329-1331页

作者： Changhua Yi Yongxiang Yi Jie Wei Qingwen Jin Junwei Li pradeep kumar Sacitharan Department of Infectious Diseases The Second Hospital of NanjingThe Affiliated Hospital of Nanjing University of Chinese Medicine#1 Zhongfu RoadNanjingJiangsu ProvinceChina College of medical Laboratory Shaoyang UniversityShaoYang422000Hunan ProvinceChina Department of General Surgery The Second Hospital of NanjingThe Affiliated Hospital of Nanjing University of Chinese Medicine#1 Zhongfu RoadNanjingJiangsu ProvinceChina Department of Neurology The Sir Run Run HospitalNanjing Medical University#109 Longmian AvenueJiangning DistrictNanjingJiangsu ProvinceChina College of Veterinary medicine Qingdao Agricultural University266109QingdaoChina The Institute of Ageing and Chronic Disease University of LiverpoolLiverpoolL78TXUK Department of Biological Sciences Xi’an Jiaotong-Liverpool University#111 Ren’ai RoadSuzhou Industrial ParkSuzhou215123Jiangsu ProvinceChina

Osteoarthritis(OA)is characterized by cartilage degradation,pain,and synovitis.1 Joint inflammation driven by cytokines has been demonstrated to cause cartilage degradation and pain.2 However,approaches to neutralize cytokines,such as IL-1 and TNF-α,known to be involved in OA have shown poor clinical efficacy.3 There is an unmet clinical need to find better anti-inflammatory and pain targets for OA therapy and to elucidate the role of other cytokines in OA *** studies have shown that IL-22 and its receptor IL-22R play central roles in inflammation and diseases such as psoriasis,ulcerative colitis,graft-versus-host disease,certain infections and tumors,as well as in liver and pancreas damage.4,5 The role of IL-22/IL-22R and the potential for therapeutic targeting of both proteins in OA remain largely unknown,which we sought to investigate.

关键词： inflammation clinical pain

A review of conventional and renewable biodiesel production

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Chinese Journal of Chemical Engineering 2021年第12期34卷 1-17页

作者： P.Vignesh A.R.pradeep kumar N.Shankar Ganesh V.Jayaseelan K.Sudhakar Department of mechanical Engineering Indira Institute of Engineering and TechnologyTiruvallurIndia Department of mechanical Engineering Dhanalakshmi College of EngineeringChennaiIndia Department of mechanical Engineering Kingston College of EngineeringVelloreIndia Department of mechanical Engineering Prathyusha Engineering CollegeChennaiIndia Faculty of mechanical and Automotive Engineering Technology Universiti Malaysia Pahang26600 PekanPahangMalaysia Automotive Engineering Centre Universiti Malaysia Pahang26600 PekanPahangMalaysia

The need for sustainable fuels has resulted in the production of renewables from a wide range of sources,in particular organic fats and *** use of biofuel is becoming more widespread as a result of environmental and economic *** efforts have been made to substitute fossil fuels with green *** molecules extracted from processed animal fats and organic plant materials are considered alternatives for the use in modern engine *** different methods have been adopted for converting esters in vegetable oils/animal fats into compounds consistent with petroleum products,namely the transesterification and the hydro-processing of ester bonds for the production of *** review paper primarily focuses on conventional and renewable biodiesel feedstocks,the catalyst used and reaction kinetics of the production process.

关键词： Biofuel methy esters from fatly acids Renewable diesel Kinetics Catalyst Transesterification

multiyear Observations of Deposition-mode Ice Nucleating Particles at Two High-Altitude Stations in India

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Advances in Atmospheric Sciences 2017年第12期34卷 1437-1446页

作者： Sandeep D.WAGH Baban NAGARE Sanjay D.mORE P.pradeep kumar Department of Atmospheric and Space Sciences Savitribai Phule Pune University Indian Institute of Tropical meteorology Pashan Skymet Weather Services Pvt Ltd.

Ice nucleating particle(INP) measurements were made at two high-altitude stations in India. Aerosols collected on filter paper at Girawali Observatory, Inter University Center for Astronomy & Astrophysics(IGO), and at the Radio Astronomy Center, Ooty(RAC), were activated in deposition mode using a thermal gradient diffusion chamber to determine the INP concentrations. The measurement campaigns at IGO were conducted during 2011, 2013 and 2014, and at RAC during 2013 and 2014. When the aerosol samples were exposed to an ice supersaturation of between 5% and 23% in the temperature range-17.6?C to-22?C, the maximum INP number concentration at IGO and RAC was 1.0 L-1and 1.6 L-1, respectively.A maximum correlation coefficient of 0.76 was observed between the INP number concentration and ice supersaturation. The airmass trajectories analyzed for the measurement campaigns showed that the Arabian Desert and arid regions were the main INP contributors. Elemental analysis of particles showed the presence of Na, Cl, Si, Al, Fe, Cu, Co, Cd, S, mn and K, as well as some rare-Earth elements like mo, Ru, La, Ce, V and Zr. When aerosols in the size range 0.5–20 μm were considered, the fraction that acted as INPs was 1 : 104to 1 : 106at IGO, and 1 : 103to 1 : 104at RAC. The higher ratio of INPs to aerosols at RAC than IGO may be attributable to the presence of rare-Earth elements observed in the aerosol samples at RAC, which were absent at IGO.

关键词： ice nuclei diffusion chamber aerosol high-altitude observation