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Early SkinDiseaseIdentification Using Deep Neural Network

Computer Systems Science & Engineering 2023年第3期44卷 2259-2275页

作者： Vinay Gautam naresh kumar trivedi Abhineet Anand Rajeev Tiwari Atef Zaguia Deepika Koundal Sachin Jain Chitkara University Institute of Engineering and Technology Chitkara UniversityRajpuraIndia School of Computer Science University of Petroleum and Energy StudiesDehradun248007UttarakhandIndia Department of Computer Science College of Computers and Information TechnologyTaif UniversityTaifSaudi Arabia Department of Systemics University of Petroleum&Energy StudiesDehradunIndia ABES Institute of Technology GhaziabadIndia

Skin lesions detection and classification is a prominent issue and difficult even for extremely skilled dermatologists and *** disease is the most common disorder triggered by fungus,viruses,bacteria,allergies,*** diseases are most dangerous and may be the cause of serious ***,it requires to diagnose it at an earlier stage,but the diagnosis therapy itself is complex and needs advanced laser and photonic *** advance therapy involvesfinancial burden and some other ill ***,it must use artificial intelligence techniques to detect and diagnose it accurately at an earlier *** techniques have been proposed to detect skin disease at an earlier stage but fail to get ***,the primary goal of this paper is to classify,detect and provide accurate information about skin *** paper deals with the same issue by proposing a high-performance Convolution neural network(CNN)to classify and detect skin disease at an earlier *** complete meth-odology is explained in different folds:firstly,the skin diseases images are pre-processed with processing techniques,and secondly,the important feature of the skin images are ***,the pre-processed images are analyzed at different stages using a Deep Convolution Neural Network(DCNN).The approach proposed in this paper is simple,fast,and shows accurate results up to 98%and used to detect six different disease types.

关键词： Convolution neural network(CNN) skin disease deep learning(DL) image processing artificial intelligence(AI)

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Historical temporal variation in precipitation over Western Himalayan Region：1857-2006

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Journal of Mountain Science 2016年第4期13卷 672-681页

作者： naresh kumar ashok kumar jaswal India Meteorological Department Lodi Road New Delhi 110003 India India Meteorological Department Pune 411005 India

This study has examined the temporal variation in monthly, seasonal & annual precipitation over the Western Himalayan Region(WHR) and the influence of global teleconnections, like the North Atlantic Oscillation(NAO) and Southern Oscillation(SO) Indices on seasonal & annual precipitation. The Mann–Kendall non-parametric test is applied for trend detection and the Pettitt–Mann–Whitney test is used to detect possible shift. Maximum entropy spectral analysis is applied to find the periodicity in annual & seasonal precipitation. The study shows a non-significant decreasing trend in annual precipitation over WHR for the period 1857-2006. However, in seasonal precipitation, a significant decreasing trend is observed in monsoon and a significant increasing trend in post-monsoon season during the same period. The significant decrease in monsoon precipitation may be due to weakening of its teleconnection with NAO as well as SO Indices mainly during last three decades. It is observed that the probable change of year in annual & monsoon precipitation over WHR is 1979. The study also shows significant periodicities of 2.3-2.9 years and of 3.9-4.7 years in annual & seasonal precipitation over WHR.

关键词： Monsoon Precipitation Western Himalayan region Temporal Variation

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Convergence of Weak Galerkin Finite Element Method for Second Order Linear Wave Equation in Heterogeneous Media

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Numerical Mathematics(Theory,Methods and Applications) 2023年第2期16卷 323-347页

作者： Bhupen Deka Papri Roy naresh kumar Raman kumar Department of Mathematics Indian Institute of Technology GuwahatiGuwahati 781039India

Weak Galerkin finite element method is introduced for solving wave equation with interface on weak Galerkin finite element space(Pk(K),P_(k−1)(∂K),[P_(k−1)(K)]^(2)).Optimal order a priori error estimates for both space-discrete scheme and implicit fully discrete scheme are derived in L1(L2)*** method uses totally discontinuous functions in approximation space and allows the usage of finite element partitions consisting of general polygonal *** element algorithm presented here can contribute to a variety of hyperbolic problems where physical domain consists of heterogeneous media.

关键词： Wave equation heterogeneous medium finite element method weak Galerkin method semidiscrete and fully discrete schemes optimal error estimates

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Antimicrobial activities of Acacia genus:A review

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Asian Pacific Journal of Tropical Biomedicine 2023年第2期13卷 45-59页

作者： Deeksha Adhikari naresh kumar Rangra Department of Pharmacognosy ISF College of PharmacyMogaPunjab 142001India Department of Pharmaceutical Chemistry&Analysis ISF College of PharmacyMogaPunjab 142001India

More than 1 300 species of the vast genus Acacia are found in tropical habitats. They are crucial economic plants since they produce traditional medicines, timber, and gum. The pharmacological uses of the Acacia genus include anti-diarrheal, anti-malarial, chronic pain relief, wound healing, anti-cancer, anti-rheumatism, and antidiabetes activities. It is also used for treating various illnesses such as gastroenteritis, allergies, Alzheimer’s disease, cough, and cardiovascular disease. The present review aims to summarize the antimicrobial activities including the antibacterial and antifungal activity of the Acacia genus. The literature was searched in books and online databases including SciFinder, Google Scholar, Scopus, Pub Med, and scientific journals using the most relevant keywords: Acacia+antimicrobial, Acacia+antibacterial, and Acacia+antifungal.

关键词： Acacia Antimicrobial Antibacterial Antifungal Polyphenols Flavonoids

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Geochemistry and petrogenesis of Neoproterozoic A-type granites at Nakora in the Malani Igneous Suite,Western Rajasthan,India

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Chinese Journal Of Geochemistry 2012年第3期31卷 221-233页

作者： naresh kumar Vallinayagam G. Department of Geology Kurukshetra UniversityKurukshetra 136119India

The Nakora Ring Complex(NRC)(732 Ma) occurs as a part of Malani Igneous Suite(MIS) in the West-ern Rajasthan,*** complex consists of three phases(volcanic,plutonic and dyke).Geochemically,the Na-kora granites are peralkaline,metaluminous and slightly *** display geochemical characteristics of A-type granites and distinct variation trends with increasing silica *** peralkaline granites show higher concentrations of SiO2,total alkalies,TiO2,MgO,Ni,Rb,Sr,Y,Zr,Th,U,La,Ce,Nd,Eu and Yb and lower concen-trations of Al2O3,total iron,Cu and Zn than metaluminous *** content is ≥1 for peralkaline granites and <1 for peraluminous and metaluminous *** peralkaline granites are plotted between 4 to 7 kb in pressure and are emplaced at greater depths(16-28 km and 480-840℃) as compared to metaluminous granites which indicate the high fluorine content in peralkaline *** primitive mantle normalized multi-element profiles suggest that Nakora granites(peralkaline,metaluminous and peraluminous) are characterized by low La,Sr and Eu and relatively less minima of Ba,Nb and Ti which suggests the aspects related to crustal origin for Nakora *** Nakora granites are characterized as A-type granites(Whalen et al.,1987) and correspond to the field of "Within Plate Gran-ite"(Pearce et al.,1984).Geochemical,field and petrological data suggest that Nakora granites are the product of partial melting of rocks similar to Banded Gneiss from Kolar Schist Belt of India.

关键词：岩石地球化学特征碱性A型花岗岩火成岩印度新元古代套房碱性花岗岩西部

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Correlates of avifaunal diversity along the elevational gradient of Mardi Himal in Annapurna Conservation Area,Central Nepal

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Avian Research 2020年第3期11卷 201-214页

作者： naresh Pandey Laxman Khanal Mukesh kumar Chalise Central Department of Zoology Institute of Science and TechnologyTribhuvan UniversityKathmandu 44613Nepal Nepal Biodiversity Research Society(NEBORS) Lalitpur 44700Nepal

Background:Patterns of biological diversity and richness can vary along the elevational gradients among mountain systems making it difficult to conclude the general *** drivers of such pattern are also poorly known in the southern flank of the Himalaya due to limited ***,we assessed the species richness,seasonal patterns and drivers of avian diversity along an elevational gradient on Mardi Himal trekking trail,a newly open tourist route in Annapurna Conservation Area of the central ***:Two surveys(winter and summer seasons of 2019)were conducted from the bank of Seti-Gandaki River confluence(1030 m above sea level,asl)up to the Low Camp(3050 m asl)of the Mardi *** point count method was employed in every 100 m rise in the *** indices were calculated and bird abundance data on species,sites,seasons and environmental variables were *** linear model,polynomial regression and ordinary least square regression were performed to examine the importance of environmental factors in shaping the avian richness ***:A total of 673 individuals of birds belonging to 112 species,of which 72 in winter and 80 in summer,were *** observed a hump-shaped pattern of the overall species richness along the elevational *** richness pattern remained consistent even when explored by season,for winter and summer *** indices were found higher during the *** and mean monthly temperature in both seasons showed non-linear relation with avian species *** exhibited positive association in summer whereas the same in winter was negatively correlated with avian species *** to the nearest water source and the nearest human settlement were negatively correlated with the richness of ***-ranged and insectivorous birds were under the strong influence of gradients on climatic variables like temperature and ***:We conc

关键词： Annapurna Conservation Area Avian richness Central Himalaya Elevation

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Vigna radiata var. GM4 Plant Growth Enhancement and Root Colonization by a Multi-Metal-Resistant Plant Growth-Promoting Bacterium Enterobacter sp. C1D in Cr(VI)-Amended Soils

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Pedosphere 2018年第1期28卷 144-156页

作者： Gangavarapu SUBRAHMANYAM Rakesh kumar SHARMA Gattupalli naresh kumar Gattupalli ARCHANA Department of Microbiology and Biotechnology Centre The Maharaja Sayajirao University of Baroda Department of Biomedical Science Nitte University Center for Science Education and Research (NUCSER) Nitte University Central Muga Eri Research and Training Institute Central Silk Board Department of Biochemistry Faculty of Science The Maharaja Sayajirao University of Baroda

Contamination of agricultural soils by heavy metals has become a major concern due to their toxic effects on plant growth,symbiosis and consequently the yields of crops. In the present study, to enhance plant growth in Cr（VI）-amended soils, novel metalresistant plant growth-promoting bacteria（PGPB） were isolated from a soil contaminated with industrial waste effluent. One of the bacterial isolates, identified as Enterobacter sp. C1 D by 16 S r RNA gene sequencing, was found to be multi-metal resistant in nature with excellent plant growth-promoting（PGP） traits. Mung bean（Vigna radiata var. GM4） inoculation with Enterobacter sp.C1 D significantly（P ＆lt; 0.01） increased root and shoot length, shoot and root weight, and chlorophyll content in a range of Cr（VI）treatments. Plant tolerance towards Cr（VI） measured as effective concentration showed higher values with Enterobacter sp. C1 Dtreated plants compared to un-inoculated plants. Root colonization study was also carried out using green fluorescence protein-labeled Enterobacter sp. C1 D under a hydroponic system. Confocal laser scanning microscopy of the plant roots showed heavy bacterial loads on the surface of the plant root specifically at the root tip and the point of root hair/lateral root formation. The results of PGP traits showed that elevated indole acetic acid levels and 1-aminocyclopropane-1-carboxylate deaminase activity enabled Enterobacter sp. C1 D to enhance V. radiata growth in Cr（VI）-amended soils, whereby it significantly increased plant tolerance towards elevated Cr（VI） concentrations.

关键词： chromium(VI) Enterobacter sp C1D heavy metal metal toxicity plant tolerance

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Recognizing Ancient South Indian Language Using Opposition Based Grey Wolf Optimization

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Intelligent Automation & Soft Computing 2023年第3期35卷 2619-2637页

作者： A.naresh kumar G.Geetha Department of CSE Anna UniversityChennai600025TamilnaduIndia Department of CSE Agni College of TechnologyChennai600130TamilnaduIndia

Recognizing signs and fonts of prehistoric language is a fairly difﬁcult job that requires special *** stipulation make the dispensation period over-riding,difﬁcult and tiresome to *** paper present a technique for recognizing ancient south Indian languages by applying Artiﬁcial Neural Network(ANN)associated with Opposition based Grey Wolf Optimization Algorithm(OGWA).It identiﬁes the prehistoric language,signs and *** is an apparent from the ANN system that arbitrarily produced weights or neurons linking various layers play a signiﬁcant role in its *** adaptively determining these weights,this paper applies various optimization algorithms such as Opposition based Grey Wolf Optimization,Particle Swarm Optimization and Grey Wolf Opti-mization to the ANN *** results are illustrated that the proposed ANN-OGWO technique achieves superior accuracy over the other *** test case 1,the accuracy value of OGWO is 94.89%and in test case 2,the accu-racy value of OGWO is 92.34%,on average,the accuracy of OGWO achieves 5.8%greater accuracy than ANN-GWO,10.1%greater accuracy than ANN-PSO and 22.1%greater accuracy over conventional ANN technique.

关键词： Ancient language symbols characters artiﬁcial neural network opposition based grey wolf optimization

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A comprehensive review on phytopharmacological investigations of Acacia auriculiformis ***. ex Benth

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Asian Pacific Journal of Tropical Biomedicine 2019年第1期9卷 1-11页

作者： naresh kumar Rangra Subir Samanta Kishanta kumar Pradhan Department of Pharmaceutical Sciences & Technology Birla Institute of Technology

Acacia auriculiformis ***. ex Benth. is a perennial shrub having a wide range of medicinal potentials and is widely distributed throughout the world. It is being used traditionally to overcome various medical complications like sore eyes, aches, rheumatism, allergy, itching, and rashes. Besides, Acacia auriculiformis has been proven for many pharmacological activities like central nervous system depressant activity, antioxidant, antimicrobial, antimalarial, anti-filarial, cestocidal, antimutagenic, chemopreventive, spermicidal, wound healing, hepatoprotective and antidiabetic activity due to its low toxicity(LD50 = 3 741.7 mg/kg) and high efficacy. In addition, various phytochemical investigations reveal the presence of chief constituents as flavonoids(Auriculoside) and triterpenoid saponin glycosides(acaciasides-acaciaside A & B) in different parts of this plant. Since many years researchers have been carrying out various studies on this medicinal important shrub to elicit the various biological activities. This review attempts to highlight the pharmacognostical, phytochemical and pharmacological observations from 1965 to 2018 retrieved from SciF inder, Scientific journals, books, Google Scholar, and botanical electronic database websites. The various plant extracts evaluated for different pharmacological activities showed significant efficacy. Bioactive phytoconstituents isolated from various parts of the plant are highlighted. Pharmacognostical standardization of the plant done with various standard parameters is also reported. The low toxicity of this plant and the presence of major bioactive phytoconstituents like flavonoids and triterpenoid saponin glycosides are responsible for a therapeutic remedy for various diseases and pharmacological activities respectively. This review provides exhaustive information about the pharmacognostical, phytochemical, and pharmacological investigations of Acacia auriculiformis till date.

关键词： Acacia auriculiformis Pharmacognostical Phytochemical Pharmacological

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Analysis of Power Quality for Distribution Networks Using Active Compensator

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Intelligent Automation & Soft Computing 2023年第6期36卷 2623-2638页

作者： K.naresh kumar S.Srinath R.M.K.Engineeirng College ChennaiTamilnaduIndia Velammal Engineering College ChennaiTamilnaduIndia

This paper concentrates on compensating the power quality issues which have been increased in day-to-day life due to the enormous usage of loads with power electronic *** such solution is compensating devices like Pension Protection Fund(PPF),Active power filter(APF),hybrid power filter(HPF),etc.,which are used to overcome Power Quality(PQ)*** proposed method used here is an active compensator called unified power quality condi-tioner(UPQC)which is a combination of shunt and series type active filter con-nected via a common DC *** primary objective is to investigate the behavior of the compensators in the distribution *** performance of two configurations of UPQC,Right Shunt UPQC(RS-UPQC)and Left Shunt UPQC(LS-UPQC)are tested in the distribution networks under various load con-ditions by connecting them at the source side of harmonic generation using a spe-cially constructed transformer called inductively filtered converter transformer which adopts special wiring scheme at the secondary ***(Power Sys-tems Computer Aided Design)/EMTDC(Electromagnetic Transients with DC Analysis)software is used to model the compensators connected to the nonlinear *** RS-UPQC and LS-UPQC are tested at the distribution side of the sup-ply system with Hysteresis current controller for shunt and Sinusoidal pulse with modulation controller for series at various locations of power system network and their results are compared.

关键词： New converter transformer(NCT) right shunt UPQC left shunt UPQC harmonics distribution system power quality

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