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Thermogram Adaptive Efficient Model for Breast Cancer Detection Using Fractional Derivative Mask and Hybrid Feature Set in the IoT Environment

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Computer Modeling in Engineering & Sciences 2022年第2期130卷 923-947页

作者： Ritam Sharma JankiBallabh Sharma ranjan Maheshwari Praveen Agarwal Rajasthan Technical University KotaRajasthan324010India Anand International College of Engineering Jaipur303012India Nonlinear Dynamics Research Center(NDRC) Ajman UniversityAjman20550United Arab Emirates International Center for Basic and Applied Sciences Jaipur302029India Institute of MathematicalModeling Almaty050000Kazakhstan

In this paper,a novel hybrid texture feature set and fractional derivative filter-based breast cancer detection model is *** paper also introduces the application of a histogram of linear bipolar pattern features(HLBP)for breast thermogram ***,breast tissues are separated by masking operation and filtered by Gr¨umwald–Letnikov fractional derivative-based Sobel mask to enhance the texture and rectify the noise.A novel hybrid feature set usingHLBP and other statistical feature sets is derived and reduced by principal component *** basis function kernel-based support vector machine is employed for detecting the abnormality in the *** performance parameters are calculated using five-fold cross-validation scheme using MATLAB 2015a simulation *** proposedmodel achieves the classification accuracy,sensitivity,specificity,and area under the curve of 94.44%,95.55%,92.22%,96.11%,respectively.A comparative investigation of different texture features with respect to fractional orderαto classify the breast malignancy is also *** proposed model is also compared with a few existing state-of-art schemes which verifies the efficacy of the *** orderαoffers extra adaptability in overcoming the limitations of thermal imaging techniques and assists radiologists in prior breast cancer *** proposed model is more generalized which can be used with different thermal image acquisition protocols and IoT based applications.

关键词： Thermal image breast cancer fractional derivative mask image texture analysis feature extraction radial basis function machine learning

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Optical performance of hybrid dielectric loaded plasmonic waveguide using PTFE for nano-scale light confinement

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Optoelectronics Letters 2020年第4期16卷 284-289页

作者： Pintu Kumar Dharmendra Kumar Singh Rakesh ranjan Optical Fiber Communication and Photonics Lab Department of Electronics and Communication EngineeringNational Institute of Technology(NIT)PatnaPatna 800005India

Different characteristics of fundamental mode of hybrid dielectric loaded plasmonic waveguide have been explored at1550 nm wavelength,to resolve the issue of large propagation loss and diffraction limit with minimal waveguide *** length of 432μm has been achieved with the optimal dimension of 200 nm×40 *** the numerical simulation results,the effective area of 0.021μm^2 and normalized intensity of 40.71μm^-2 in the spacer region of the waveguide have been *** accomplish the ultra-compact directional coupler,the smaller coupling length of about 1.42μm has been ***-based waveguide can be highly beneficial for the realization of monolithic integration with active optical devices.

关键词： waveguide dielectric loaded

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A comprehensive overview on the role of phytocompounds in human immunodeficiency virus treatment

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Journal of Integrative Medicine 2023年第4期21卷 332-353页

作者： Chinmayee Priyadarsani Mandhata Chita ranjan Sahoo Rabindra Nath Padhy Central Research Laboratory Institute of Medical Sciences and SUM HospitalSiksha O Anusandhan Deemed to be UniversityBhubaneswarOdisha 751003India

Acquired immune deficiency syndrome(AIDS)is a worldwide epidemic caused by human immunodeficiency virus(HIV)*** medicines for eliminating the viral reservoir and eradicating the virus are urgently *** to locate relatively safe and non-toxic medications from natural resources are ongoing ***-product-based antiviral candidates have been exploited to a limited ***,antiviral research is inadequate to counteract for the resistant ***-derived bioactive compounds hold promise as powerful pharmacophore scaffolds,which have shown anti-HIV *** review focuses on a consideration of the virus,various possible HIV-controlling methods and the recent progress in alternative natural compounds with anti-HIV activity,with a particular emphasis on recent results from natural sources of anti-HIV agents.

关键词： HIV Latent reservoir Antiretroviral agents Plant extracts Phytochemicals Antiretroviral therapy Highly active Gene therapy

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Impacts of soil fertility management on productivity and economics of rice and fodder intercropping systems under rainfed conditions in Odisha,India

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Journal of Integrative Agriculture 2021年第12期20卷 3114-3126页

作者： Dilip Kumar BASTIA Subrat Kumar BEHERA Manas ranjan PANDA All India Coordinated Research Project for Dryland Agriculture Odisha University of Agriculture and Technology(OUAT)Phulbani 762001India

Under small and marginal farm conditions,allocation of land exclusively for forages is not ***,integration of forages in existing crop geometry can ensure production of grain and fodder,simultaneously under rainfed *** experiment was conducted to study the effect of different nutrient management practices on rice and fodder intercropping systems under rainfed conditions during *** intercropping system comprised(i)sole rice(R),(ii)rice and cowpea(5:2)(CP)and(iii)rice and ricebean(5:2)(RB)whereas the different nutrient management practices comprised(i)application of farm yard manure(FYM)at 5t ha^(-1)(farmers'practice)(N_(1)),(ii)application of inorganic fertilizer(recommended dose of fertilizer(RDF)of rice,60:30:30 kg ha^(-1) of N:P_(2)O_(5):K_(2)O)(N_(2))and(iii)application of both FYM at 5t ha^(-1) and 50%of RDF inorganic fertilizer(N3).The results of the experiment revealed that the growth attribute such as leaf area was influenced significantly when fodder crops were taken as intercrops because rice plant was getting more nitrogen from soil due to nitrogen fixation of leguminous fodder *** the nutrient management practices,significant differences in leaf area were found beween N2 and and between N_(3)and N_(1)***,regarding total number of effective tillers,significant differences were found neither between nutrient management practices nor between cropping *** rice equivalent yield(REY)based on price(REY_(P))was found to be significantly lower in CP(2615 kg ha^(-1);-6.4%)and RB intercropping systems(2571 kg ha^(-1);-8.0%)than in R monocropping system(2794 kg ha^(-1)).However,the REY based on energy(REY_(E))of CP(2999 kg ha^(-1);+7.3%)and RB(2960 kg ha^(-1);+5.9%)were found to be significantly higher than that of R(2794 kg ha^(-1))irrespective of nutrient management *** different nutrient management practices,the N3 treatment recorded the highest REY_(P)and REY_(E)which was at par with

关键词： rice-based intercropping system fodder cultivation nutrient management rice and cowpea fodder intercropping system rice and ricebean fodder intercropping system

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Malignant otitis externa with subsequent internal jugular vein thrombosis and hypoglossal palsy:a report and review of literature

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Journal of Otology 2020年第3期15卷 112-116页

作者： K Devaraja Dipak ranjan Nayak Department of Otorhinolaryngology and Head and Neck Surgery Kasturba Medical CollegeManipal Academy of Higher EducationUdupiKarnataka576104India

Inflammation of a part or whole of the temporal bone and surrounding soft tissue is termed as malignant otitis externa,which typically spreads to skull base to involve cranial nerves *** can it also effect one or more of cranial nerves IX,X,XI,and *** present a case of malignant otitis externa which presented with symptomatic palsy of IX and XII nerves sparing the VII cranial *** patient though later on had internal jugular vein thrombosis,which we presume is due to the involvement of the parapharyngeal space that prompted us to reconsider the diagnosis,and later on,to aggravate the *** proper blood sugar control and appropriate long term antibiotics,not only that the patient is disease free at one year follow up,but the cranial nerve deficits also *** from sharing the clinical and management details of this patient,we have reviewed the relevant literature in the discussion,which has shed some light onto some of the interesting facts about this condition and its prognosis.

关键词： Skull base osteomyelitis Malignant otitis externa Hypoglossal palsy Diabetes mellitus Internal jugular vein

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Computational study of some potential inhibitors of COVID-19:A DFT analysis

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Quantitative Biology 2022年第4期10卷 341-350页

作者： Prabhat ranjan Kumar Gaurav Tanmoy Chakraborty Department of Mechatronics Engineering Manipal University JaipurDehmi Kalan 303007India Department of Chemistry and Biochemistry School of Basic Sciences and ResearchSharda UniversityGreater Noida 201310India

Background:There is an urgent demand of drug or therapy to control the *** July 22,2021 the worldwide total number of cases reported is more than 192 million and the total number of deaths reported is more than 4.12 *** countries have given emergency permission for use of repurposed drugs for the treatment of COVID-19 *** report presents a computational analysis on repurposing drugs—tenofovir,bepotastine,epirubicin,epoprostenol,tirazavirin,aprepitant and valrubicin,which can be potential inhibitors of the ***:Density functional theory(DFT)technique is applied for computation of these repurposed *** geometry optimization,functional B3LYP/6-311G(d,p)is selected within DFT ***:DFT based descriptors—highest occupied molecular orbital(HOMO)-lowest unoccupied molecular orbital(LUMO)gap,molecular hardness,softness,electronegativity,electrophilicity index,nucleophilicity index and dipole moment of these species are *** and Raman activities are also analysed and *** result shows that the HOMO-LUMO gap of these species varies from 1.061 eV to 5.327 *** aprepitant with a HOMOLUMO gap of 1.419 eV shows the maximum intensity of IR(786.176 km mol‒1)and Raman spectra(15036.702 a.u.).Conclusion:Some potential inhibitors of COVID-19 are studied by using DFT *** study shows that epirubicin is the most reactive compound whereas tenofovir is found to be the most *** analysis and clinical trials of these compounds will provide more insight.

关键词： COVID-19 repurposing drug density functional theory HOMO-LUMO epirubicin aprepitant

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Data mining-based algorithm for assortment planning

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Journal of Management Analytics 2020年第3期7卷 443-457页

作者： Praveen ranjan Srivastava Satyendra Sharma Simran Kaur Information Technology Indian Institute of Management(IIM)RohatakRohtakIndia Operation and Supply Chain Birla Institute of Technology and Science(BITS)PilaniPilaniRajasthanIndia Computer Science Birla Institute of Technology and Science(BITS)PilaniPilaniRajasthanIndia

With increasing varieties and products,management of limited shelf space becomes quite difficult for ***,an efficient product assortment,which in turn helps to plan the organization of various products across limited shelf space,is extremely important for *** can be distinguished based on quality,price,brand,and other attributes,and decision needs to be made about an assortment of the products based on these *** efficient assortment planning improves the financial performance of the retailer by increasing profits and reducing operational *** techniques can be very effective in grouping products,stores,*** help managers solve the problem of assortment *** paper proposes data mining approaches for assortment planning for profit maximization with space,and cost constraints by mapping it into well-known knapsack problem.

关键词： Retail assortment SKU rationalization data mining

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Video Frame Prediction by Joint Optimization of Direct Frame Synthesis and Optical-Flow Estimation

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Computers, Materials & Continua 2023年第5期75卷 2615-2639页

作者： Navin ranjan Sovit Bhandari Yeong-Chan Kim Hoon Kim Iot and Big Data Research Center Incheon National UniversityYeonsu-guIncheon22012Korea 2Department of Electronics EngineeringIncheon National UniversityYeonsu-guIncheon22012Korea

Video prediction is the problem of generating future frames by exploiting the spatiotemporal correlation from the past frame *** is one of the crucial issues in computer vision and has many real-world applications,mainly focused on predicting future scenarios to avoid undesirable ***,modeling future image content and object is challenging due to the dynamic evolution and complexity of the scene,such as occlusions,camera movements,delay and *** frame synthesis or optical-flow estimation are common approaches used by ***,researchers mainly focused on video prediction using one of the *** methods have limitations,such as direct frame synthesis,usually face blurry prediction due to complex pixel distributions in the scene,and optical-flow estimation,usually produce artifacts due to large object displacements or obstructions in the *** this paper,we constructed a deep neural network Frame Prediction Network(FPNet-OF)with multiplebranch inputs(optical flow and original frame)to predict the future video frame by adaptively fusing the future object-motion with the future frame *** key idea is to jointly optimize direct RGB frame synthesis and dense optical flow estimation to generate a superior video prediction *** various real-world datasets,we experimentally verify that our proposed framework can produce high-level video frame compared to other state-ofthe-art framework.

关键词： Video frame prediction multi-step prediction optical-flow prediction delay deep learning

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Mathematical Model Development of Raceway Parameters and Their Effects on Corex Process

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Journal of Iron and Steel Research International 2011年第5期18卷 20-24页

作者： S C Barman K P Mrunmaya M ranjan Arcelor Mittal Design and Engineering Centre JSW Steel Ltd Vijayanagar Works

Corex is an alternative ironmaking process and raceway is one of the important areas to maintain the stability of the furnace. The raceway parameters are well established for blast furnace operation. But for Corex process,it has not yet been established and optimized. Thus,a mathematical model was developed to determine various raceway parameters such as RAFT （raceway adiabatic flame temperature）,tuyere gas velocity and kinetic energy. The model provides an idea about the raceway geometry,zone temperature and kinetic energy accumulated in tuyere gas. Besides,all the raceway parameters have been analyzed to find out their effects on the Corex process. It is found that RAFT influences the gasification reaction kinetics and higher RAFT generates more CO in reduction gas,which improves the metallisation degree of the DRI in shaft. It is also found that increased gas velocity and kinetic energy generate more fines and demand more coke to maintain char bed permeability. High coke rate increases the production cost and lowers the production of hot metal.

关键词： Corex raceway RAFT reducing gas metallisation

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A simple decision tree-based disturbance monitoring system for VSC-based HVDC transmission link integrating a DFIG wind farm

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Protection and Control of Modern Power Systems 2022年第1期7卷 363-381页

作者： Rajesh Babu Damala Rajesh Kumar Patnaik Ashish ranjan Dash Department of EEE Centurion University of Technology and ManagementParalakhemundiOdishaIndia&GMR Institute of TechnologyRajamAndhrapradeshIndia Department of EEE GMR Institute of TechnologyRajamSrikakulamAndhra PradeshIndia Department of EEE Centurion University of Technology and ManagementParalakhemundiOdishaIndia

Fault detection and classification is a key challenge for the protection of High Voltage DC(HVDC)transmission *** this paper,the Teager-Kaiser Energy Operator(TKEO)algorithm associated with a decision tree-based fault classi-fier is proposed to detect and classify various DC *** Change Identification Filter is applied to the average and differential current components,to detect the first instant of fault occurrence(above threshold)and register a Change Identified Point(CIP).Further,if a CIP is registered for a positive or negative line,only three samples of currents(i.e.,CIP and each side of CIP)are sent to the proposed TKEO algorithm,which produces their respective 8 indices through which the,fault can be detected along with its *** new approach enables quicker detection allowing utility grids to be restored as soon as *** novel approach also reduces computing complexity and the time required to identify faults with *** importance and accuracy of the proposed scheme are also thor-oughly tested and compared with other methods for various faults on HVDC transmission lines.

关键词： Change Identification Filter Differential current DC faults Simple Decision Tree Fault classifier HVDC transmission link Renewable Energy TKEO algorithm

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