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Optimization of Cognitive Femtocell Network via Oppositional Beetle Swarm Optimization Algorithm

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Intelligent Automation & Soft Computing 2023年第4期36卷 819-832页

作者： K.rajesh Kumar M.Vijayakumar Department of ECE Adhiyamaan College of EngineeringHosurTamilnaduIndia Department of EEE K.S.R.College of EngineeringTiruchengodeTamilnaduIndia

In past decades,cellular networks have raised the usage of spectrum resources due to the victory of mobile broadband *** devices create massive data than ever before,facing the way cellular networks are installed pre-sently for satisfying the increased trafﬁc *** development of a new exclusive spectrum offered to meet up the trafﬁc requirements is challenging as spectrum resources are limited,hence *** radio technology is pre-sented to increase the pool of existing spectrum resources for mobile users via Femtocells,placed on the top of the available macrocell network for sharing the same ***,the concurrent reuse of spectrum resources from Femto networks poses destructive interference on macro *** resolve this issue,this paper introduces an optimal channel allocation model using the Oppo-sitional Beetle Swarm Optimization Algorithm(OBSOA)to allocate the channel with interference avoidance.A new OBSOA is derived in this paper by the inclu-sion of opposition-based learning(OBL)in *** algorithm allocates the channels used by PUs(PUs)to the secondary users(SUs)in such a way that inter-ference is *** proposed approach is implemented in the MATrix LABoratory(MATLAB)*** performance of this proposed approach is evaluated in terms of several measures and the experimental outcome veriﬁed the superior nature of the OBSOA-based channel allocation *** mod-el has resulted in a maximum signal-to-interference-plus-noise ratio value of 86.42 dB.

关键词： Femto networks channel allocation spectrum reuse cognitive network

CPPCNDL: Crude oil price prediction using complex network and deep learning algorithms

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Petroleum 2020年第4期6卷 353-361页

作者： Makumbonori Bristone rajesh Prasad Adamu Ali Abubakar School of IT and Computing American University of NigeriaYolaAdamawa StateNigeria Department of Computer Science and Engineering African University of Science and TechnologyAbujaNigeria

Crude oil price prediction is a challenging task in oil producing *** price is among the most complex and tough to model because fluctuations of price of crude oil are highly irregular,nonlinear and varies dynamically with high *** paper proposed a hybrid model for crude oil price prediction that uses the complex network analysis and long short-term memory(LSTM)of the deep learning *** complex network analysis tool called the visibility graph is used to map the dataset on a network and K-core centrality was employed to extract the non-linearity features of crude oil and reconstruct the *** complex network analysis is carried out in order to preprocess the original data to extract the non-linearity features and to reconstruct the ***,LSTM was employed to model the reconstructed *** verify the result,we compared the empirical results with other research in the *** experiments show that the proposed model has higher accuracy,and is more robust and reliable.

关键词： Complex network analysis Deep learning Long-short term memory network K-core centrality Artificial intelligence Crude oil price prediction

Preparation of stable colloidal suspensions of superdisintegrants via wet stirred media milling

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Particuology 2014年第3期12卷 76-82页

作者： Mohammad A.Azad Afolawemi Afolabi Nikita Patel rajesh Davé Ecevit Bilgili Otto H.York Department of Chemical Biologicaland Pharmaceutical EngineeringNew Jersey Institute of TechnologyNewarkNJUSA

Superdisintegrants are cross-linked polymers that can be used as dispersants for fast release of drug nanoparticles from nanocomposite microparticles during in vitro and in vivo dissolution. Currently avail- able superdisintegrant particles have average sizes of approximately 5-130 μm, which are too big for drug nanocomposite applications. Hence, production of stable superdisintegrant suspensions with less than 5 μm particles is desirable. Here, we explore the preparation of colloidal suspensions of anionic and nonionic superdisintegrants using a wet stirred media mill and assess their physical stability. Sodium starch glycolate （SSG） and crospovidone （CP） were selected as representative anionic and nonionic superdisintegrants, and hydroxypropyl cellulose （HPC） and sodium dodecyl sulfate （SDS） were used as a steric stabilizer and a wetting agent/stabilizer, respectively. Particle sizing, scanning electron microscopy, and zeta potential measurements were used to characterize the suspensions. Colloidal superdisintegrant suspensions were prepared reproducibly. The extensive particle breakage was attributed to the swelling-induced softening in water. SSG suspensions were stable even in the absence of stabilizers, whereas CP suspensions required HPC-SDS for minimizing particle aggregation. These findings were explained by the higher absolute （negative） zeta potential of the suspensions of the anionic superdisintegrant （SSG） as compared with those of the nonionic superdisintegrant （CP）.

关键词： Colloidal suspensions Dispersants Physical stability Superdisintegrants Swelling Wet stirred media milling

Effect of stacking sequence on physical, mechanical and tribological properties of glass-carbon hybrid composites

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Friction 2014年第4期2卷 354-364页

作者： Gaurav AGARWAL Amar PATNAIK rajesh kumar SHARMA Jyoti AGARWAL Department of Mechanical Engineering Invertis UniversityBareillyIndia Department of Mechanical Engineering National Institute of Technology(NIT)HamirpurIndia Department of Computer Engineering Rajshree Institute of Management&Technology(RIMT)BareillyIndia

A study was done to determine the effect of best stacking sequence(position and orientation)on the mechanical properties,friction and wear response of hybrid *** main purpose of the study was to determine the best available stacking sequence for which the physical,mechanical and three body abrasive wear rate is *** for mechanical properties(tensile strength,flexural strength,inter laminar shear strength,impact strength and hardness)was done on glass-carbon hybrid *** composites were then subjected to test for three body abrasive wear on a designed experimental *** different factors(sliding velocity,fabric weight percentage,normal load,sliding distance and abrasive particle size)varied in steps to evaluate the friction and three body abrasive wear response of the *** design of experiment using Taguchi’s orthogonal array and analysis of variance(ANOVA)was applied to find out minimum specific wear *** results revealed the significance in arrangement of two different layers of fabric(glass and carbon)and the difference in properties obtained by *** Taguchi experimental analysis it has been observed that three body abrasive wear rate is minimum at 72 cm/s sliding velocity,30 wt.%fabric content,80 N normal load,90 m sliding distance and 125μm abrasive particle *** scanning electron microscope(SEM)studies revealed the dynamics of three‐body abrasive wear and underlying micro‐mechanisms that result in the analysis of three body abrasive wear.

关键词： hybrid composite stacking sequence Taguchi’s method wear mechanism

Pharmacokinetic, pharmacodynamic, and neurochemical investigations of lamotrigine-pentylenetetrazole kindled mice to ascertain it as a reliable model for clinical drug-resistant epilepsy

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Animal Models and Experimental Medicine 2020年第3期3卷 245-255页

作者： Sandeep Kumar rajesh K.Goel Department of Pharmaceutical Sciences&Drug Research Punjabi UniversityPatialaPunjabIndia

Background:Pentylenetetrazole kindling has long been used for the screening of investigational antiseizure *** presence of lamotrigine,at a very low dose,does not hamper kindling in mice;rather it modifies this epileptogenesis process into drug-resistant *** lamotrigine-pentylenetetrazole kindled mice show resistance to lamotrigine,phenytoin,and *** may also be possible that other licensed antiseizure drugs,like the mentioned drugs,remain ineffective in this model;therefore,this was the subject of this ***:Swiss albino mice were kindled with pentylenetetrazole for 35 days in the presence of either methylcellulose vehicle or lamotrigine(subtherapeutic dose,ie,5 mg/kg).Vehicle vs lamotrigine-kindled mice were compared in terms of(a)resistance/response toward nine antiseizure drugs applied as monotherapies and two drug combinations;(b)lamotrigine bioavailability in blood and brain;(c)blood-brain barrier integrity;and(d)amino acids and monoamines in the cerebral cortex and ***:Lamotrigine vs vehicle-kindled mice are similar(or not significantly different P>.05 from each other)in terms of(a)response toward drug combinations;(b)lamotrigine bioavailability;and(c)blood-brain barrier integrity except for,significantly(P<.05)reduced taurine and increased glutamate in the cerebral cortex and *** from these,lamotrigine-kindled mice show significant(P<.05)resistant to lamotrigine(15 mg/kg),levetiracetam(40 mg/kg);carbamazepine(40 mg/kg),zonisamide(100 mg/kg),gabapentin(224 mg/kg),pregabalin(30 mg/kg),phenytoin(35 mg/kg),and topiramate(300 mg/kg).Conclusion:Lamotrigine-pentylenetetrazole kindling takes longer to develop(~5 weeks)in comparison to lamotrigine-amygdale(~4 weeks)and lamotriginecorneal(~2 weeks)kindling ***,drug screening through this model may yield superior drugs with novel antiseizure mechanisms.

关键词： animal models drug-resistant epilepsy kindling lamotrigine refractory epilepsy

Proteomic analysis of differentially abundant proteins in the embryo and endosperm of Givotia moluccana (L.) Sreem

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Journal of Forestry Research 2020年第6期31卷 2097-2109页

作者： Durgeshwar Pullaiahgari rajesh Kumar Meena Swaroopa Rani Tirupaati Padmaja Gudipalli Department of Plant Sciences School of Life SciencesUniversity of HyderabadHyderabadTelangana 500046India

Proteome analysis of embryo and endosperm of Givotia moluccana,a promising angiosperm tree species was carried out using two-dimensional electrophoresis combined with matrix-assisted laser desorption/ionization time of flight to identify differentially abundant proteins and their possible *** study revealed the presence of 492 protein spots in the embryo and 432 in the endosperm,and the relative abundance of 44 spots varied significantly between the *** the 21 functionally characterized protein spots,14.3%were involved in metabolism and energy,28.6%in protein destination and storage,14.3%in defense and stress and 19%in cell growth and *** embryo-specific protein ATPdependent zinc metalloprotease FtsH is predicted to be involved in chloroplast biogenesis and the endospermspecific protein hydroxyacyl-ACP dehydratase in fatty acid *** results suggested that the seeds have proteins required for germination and for stress responses.

关键词： Proteome Embryo Endosperm Euphorbiaceae Givotia moluccana Forest tree 2-DE

A geochemical perspective on charnockite magmatism in Peninsular India

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Geoscience Frontiers 2012年第6期3卷 773-788页

作者： H.M.rajesh Department of Geology University of Johannesburg

Large charnockite massifs occur in the high-grade Southern Granulite Terrain （SGT） and Eastern Ghats Belt （EGB） crustal provinces of Peninsular India. Available geochronological data indicate that the magmatism is episodic, associated with distinct orogenic cycles in the different crustal domains. The geochemical data also indicate a change in composition from trondhjemitic at - 3.0-2.9 Ga to domi- nantly tonalitic at - 2.6-2.5 Ga to tonalitic-granodiorite-granitic at - 2.0--1.9 Ga to dominantly tonalitic at 1.7--1.6 Ga to quartz monzonitic or tonalitic at - 1.0-0.9 Ga to granodiorite-granitic at - 0.8-0.7 Ga. The trondhjemitic and tonalitic end members are metaluminous, magnesian and calcic to calc-alkalic, characteristic of magnesian group charnockites. The granodioritic to granitic end members are metalumi- nous to slightly peraluminous, ferroan and calc-alkalic to alkali-calcic, characteristic of ferroan group charnockites. The quartz monzonitic end members are metaluminous to peraluminous, magnesian to ferro- an and calcic to calc-alkalic, neither characteristic of the magnesian group nor of the ferroan group of char- nockites. Based on the occurrence and difference in composition of the charnockite massifs, it is suggested that the charnockite magmatism registers the crustal growth of the Indian plate on its southern （SGT） and eastern （EGB） sides, along active continental margins by accretion of arcs.

关键词： Charnockite massif Geochemistry Peninsular India Southern granulite terrainEastern Ghats belt

Effects of in ovo delivered xylo-and mannan-oligosaccharides on growth performance,intestinal immunity,cecal short-chain fatty acids,and cecal microbiota of broilers

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Journal of Animal Science and Biotechnology 2022年第4期13卷 1099-1114页

作者： Amit Kumar Singh Utsav Prakash Tiwari Birendra Mishra rajesh Jha Department of Human Nutrition Food and Animal SciencesUniversity of Hawaii at Manoa1955 East-West RdHonoluluHI 96822USA

Background:This study investigated a novel in ovo feeding strategy to determine the prebiotic effects of xylo-and mannan-oligosaccharides(XOS and MOS)differing in the degree of polymerization.A total of 192 fertilized eggs were divided into 6 treatment groups:i)normal saline control(NSC),ii)xylotriose(XOS3),iii)xylotetraose(XOS4),iv)mannotriose(MOS3),v)mannotetraose(MOS4),and vi)no injection control(NIC),each containing 4 replicate trays with 8 eggs per *** d 17 of incubation,3 mg of oligosaccharides(except for controls)dissolved in 0.5 mL of 0.85%normal saline were injected into the amnion of Cobb 500 broilers *** hatch,the chicks were raised for 28 d under standard husbandry practices and were fed a commercial broilers diet ad libitum,and samples were collected ***:The hatchability,growth performance,and relative weights of breast,drumstick,liver,and proventriculus were not different among the treatments(P>0.05).The XOS3 injection increased the total short-chain fatty acid production at d 28 compared with both control groups(P0.05).On the hatch day,the expression level of the CD3 gene(a T cell marker)was increased by XOS3,while the IL-10 gene(a marker of anti-inflammatory cytokine)was reduced by MOS4(P0.05),except XOS4 increased IL-4 compared with NSC(P<0.05).The broilers in the MOS4 group had higher operational taxonomic units(OTUs)and had more differentially abundant taxa,including order Lactobacillales and family Leuconostocaceae(P<0.05)than both controls on d *** predictive functional profiling indicated that the linoleic acid metabolism pathway w

关键词： Broilers Gut health Immunity in ovo Mannanoligosaccharides Microbiota Oligosaccharides Prebiotics Xylooligosaccharides

Justice and Civic Friendship： An Aristotelian Critique of Modern Citizenry

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Frontiers of Philosophy in China 2014年第1期9卷 1-20页

作者： rajesh C. Shukla School of Public Ethics Saint Paul University Ottawa K 1S 1 C4 Canada

Modem moral and political theorists make a sharp separation between justice and civic friendship, arguing that justice deals with the fair terms of co-operation in the social sphere whereas civic friendship is about an individual＇s contingent affections in the political domain. In addition, they also argue that the principles of justice must determine the nature and function of civic friendship in modem liberal society. Even though the historical origin of the above view can be traced to the writings of Immanuel Kant （2007）, John Rawls provides us with its most cogent formulation in recent times. In his book A Theory of Justice （1971）, Rawls argues that the considerations of right are prior to the considerations of good; therefore the principles of justice must determine the limits of civic friendship. Against RaMs, I argue that justice and civic friendship are intrinsically connected and that they cannot be separated in experience. I draw upon Aristotle＇s theory of virtue to strengthen my arguments. Following Aristotle, I show that both justice and friendship are virtues and that all virtues hold together. The Aristotelian coherence of virtues, I argue, can be useful in redefining the obligations of justice and civic friendship in contemporary liberal democracies.

关键词： justice virtue civic friendship Aristotle John Rawls modemcitizenship