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Hybrid tracking model and GSLM based neural network for crowd behavior recognition

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Journal of Central South University 2017年第9期24卷 2071-2081页

作者： manoj kumar Charul Bhatnagar Department of Computer Engineering and Applications GLA UniversityMathuraIndia

Crowd behaviors analysis is the‘state of art’research topic in the field of computer vision which provides applications in video surveillance to crowd safety,event detection,security,*** presents some of the works related to crowd behavior detection and *** crowd behavior detection,varying density of crowds and motion patterns appears to be complex occlusions for the *** work presents a novel crowd behavior detection system to improve these *** proposed crowd behavior detection system is developed using hybrid tracking model and integrated features enabled neural *** object movement and activity in the proposed crowded behavior detection system is assessed using proposed GSLM-based neural *** based neural network is developed by integrating the gravitational search algorithm with LM algorithm of the neural network to increase the learning process of the *** performance of the proposed crowd behavior detection system is validated over five different videos and analyzed using *** experimentation results in the crowd behavior detection with a maximum accuracy of 93%which proves the efficacy of the proposed system in video surveillance with security concerns.

关键词： crowd video crowd bohavior tracking recognition neural network gravitational search algorithm

Hybrid Cuckoo Search Algorithm for Scheduling in Cloud Computing

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Computers, Materials & Continua 2022年第4期71卷 1641-1660页

作者： manoj kumar Suman CSE Department DCR University of Science and TechnologyMurthal131039SonepatIndia

Cloud computing has gained widespread popularity over the last *** problem in cloud computing is prejudiced due to enormous demands of cloud ***-heuristic techniques in cloud computing have exhibited high performance in comparison to traditional scheduling *** paper presents a novel hybrid Nesterov Accelerated Gradient-based Cuckoo Search Algorithm(NAGCSA)to address the scheduling issue in cloud *** Accelerated Gradient can address trapping at local minima in CSA by updating the position using future *** local search in the proposed algorithm is performed by using Nesterov Accelerated Gradient,while the global search is performed by using levy *** amalgamation of NAG and CSA helps in cost reduction and time-saving for *** simulation has been carried out on the CloudSim tool on three different real datasets;NASA,HPC2N,and *** results of the proposed hybrid algorithm have been compared with state-of-art scheduling algorithms(GA,PSO,and CSA),and statistical significance is carried on mean,standard deviation,and best for each *** has been established that the proposed algorithm minimizes the execution cost and makespan,hence enhancing the quality of service for users.

关键词： Cloud computing scheduling quality of service cuckoo search cost makespan

Numerical Algorithm Based on Quintic Nonpolynomial Spline for Solving Third-Order Boundary Value Problems Associated with Draining and Coating Flows

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Chinese Annals of Mathematics,Series B 2012年第6期33卷 831-840页

作者： Pankaj kumar SRIVASTAVA manoj kumar Department of Mathematics Jaypee Institute of Information Technology Department of Mathematics Motilal Nehru National Institute of Technology

A numerical algorithm is developed for the approximation of the solution to certain boundary value problems involving the third-order ordinary differential equation associated with draining and coating flows. The authors show that the approximate so- lutions obtained by the numerical algorithm developed by using uonpolynomial quintic spline functions ave better than those produced by other spline and domain decomposition methods. The algorithm is tested on two problems associated with draining and coating flows to demonstrate the practical usefulness of the approach.

关键词： Third-order boundary value problem Spline functions Nonpolynomial quartic spline Nonpolynomial quintic spline Draining and coating flows

Power Generalized Weibull Distribution Based on Record Values and Associated Inferences with Bladder Cancer Data Example

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Communications in Mathematics and Statistics 2024年第2期12卷 213-238页

作者： Devendra kumar manoj kumar Jagdish Saran Department of statistics Central University of HaryanaJant-PaliMahendergarhIndia Department of Statistics University of DelhiDelhiIndia

The power generalized Weibull distribution has been proposed recently by[24]as an alternative to the gamma,Weibull and the exponentiated Weibull *** power generalized Weibull family is suitable for modeling data that indicate nonmonotone hazard rates and can be used in survival analysis and reliability *** andﬂexibility of the family are illustrated by reanalyzing Efron’s data pertaining to a head-and-neck cancer clinical *** data involve censoring and indicate unimodal hazard *** this distribution,some recurrence relations are established for the single and product moments of upper record ***,using these relations,we have obtained means,variances and covariances of upper record values from samples of sizes up to 10 for various values of the parameters and present them inﬁ*** data set is analyzed to illustrate theﬂexibility and importance of the model.

关键词： Record values Moments Characterization Power generalized Weibull distribution

MATHEMATICAL MODELING OF QUINTIC DUFFING EQUATION AND NUMERICAL SIMULATION USING MULTIPLE SCALES MODIFIED LINDSTEDT–POINCARE METHOD

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International Journal of Modeling, Simulation, and Scientific Computing 2012年第3期3卷 21-37页

作者： manoj kumar PARUL Department of Mathematics Motilal Nehru National Institute of Technology Allahabad-211004 U.P.India

A perturbation algorithm Multiple Scales Modified Lindstedt–Poincare(MSMLP),combination of method of Multiple Scales and modified Lindstedt–Poincare is proposed for the solution of Quintic Duffing equation which combines the advantages of both the *** obtained by the MSMLP method is compared with the Multiple Scales method and accurate closed form approximate solution of the Quintic Duffing *** proposed method produces better results for a wide range of amplitude values of oscillations and strong *** simulation has been performed in MATHEMATICA 7.0.

关键词： Perturbation methods multiple scales method modified Lindstedt-Poincare method perturbation problems.

Thermodynamic behaviour of Rashba quantum dot in the presence of magnetic field

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Chinese Physics B 2016年第5期25卷 262-267页

作者： Sukirti Gumber manoj kumar Pradip kumar Jha Man Mohan Department of Physics & Astrophysics University of Delhi Department of Physics DDU College University of Delhi

The thermodynamic properties of an In Sb quantum dot have been investigated in the presence of Rashba spin–orbit interaction and a static magnetic field. The energy spectrum and wave-functions for the system are obtained by solving the Schrodinger wave-equation analytically. These energy levels are employed to calculate the specific heat, entropy,magnetization and susceptibility of the quantum dot system using canonical formalism. It is observed that the system is susceptible to maximum heat absorption at a particular value of magnetic field which depends on the Rashba coupling parameter as well as the temperature. The variation of specific heat shows a Schottky-like anomaly in the low temperature limit and rapidly converges to the value of 2kB with the further increase in temperature. The entropy of the quantum dot is found to be inversely proportional to the magnetic field but has a direct variation with temperature. The substantial effect of Rashba spin–orbit interaction on the magnetic properties of quantum dot is observed at low values of magnetic field and temperature.

关键词： quantum dot Rashba spin–orbit interaction thermal and magnetic properties

“Armed for the future Coronavirus pandemic”:a promising use of the multimeric SARS-CoV-2 receptor binding domain nanoparticle as a new Pan-Coronavirus vaccine

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Signal Transduction and Targeted Therapy 2021年第9期6卷 2605-2606页

作者： manoj kumar Souhaila Al Khodor Research Department Sidra MedicineDohaQatar

In a recent article in Nature,Saunders et *** a new pan-coronavirus(CoVs)vaccine that elicited abundant neutralizing antibodies(nAbs)and was proven effective in protecting against a variety of coronavirus infections-including severe acute respiratory syndrome coronavirus-2(SARS-CoV-2),SARS-CoV-1,and other related bat-CoVs that could potentially cause the next pandemic1.

关键词： vaccine acute

WISH:wavefront imaging sensor with high resolution

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Light(Science & Applications) 2019年第1期8卷 818-827页

作者： Yicheng Wu manoj kumar Sharma Ashok Veeraraghavan Department of Electrical and Computer Engineering Rice UniversityHoustonTXUSA Applied Physics Program Rice UniversityHoustonTXUSA

Wavefront sensing is the simultaneous measurement of the amplitude and phase of an incoming optical *** wavefront sensors such as Shack-Hartmann wavefront sensor(SHWFS)suffer from a fundamental tradeoff between spatial resolution and phase estimation and consequently can only achieve a resolution of a few thousand *** break this tradeoff,we present a novel computational-imaging-based technique,namely,the Wavefront Imaging Sensor with High resolution(WISH).We replace the microlens array in SHWFS with a spatial light modulator(SLM)and use a computational phase-retrieval algorithm to recover the incident *** wavefront sensor can measure highly varying optical fields at more than 10-megapixel resolution with the fine phase *** the best of our knowledge,this resolution is an order of magnitude higher than the current noninterferometric wavefront *** demonstrate the capability of WISH,we present three applications,which cover a wide range of spatial ***,we produce the diffraction-limited reconstruction for long-distance imaging by combining WISH with a large-aperture,low-quality Fresnel ***,we show the recovery of high-resolution images of objects that are obscured by ***,we show that WISH can be used as a microscope without an objective *** study suggests that the designing principle of WISH,which combines optical modulators and computational algorithms to sense high-resolution optical fields,enables improved capabilities in many existing applications while revealing entirely new,hitherto unexplored application areas.

关键词： estimation. field. resolution

Experimental investigation and optimization of weld bead characteristics during submerged arc welding of AISI 1023 steel

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Defence Technology（防务技术） 2019年第1期15卷 72-82页

作者： Ankush Choudhary manoj kumar Deepak Rajendra Unune Department of Mechanical-Mechatronics Engineering The LNM Institute of Information Technology

Submerged arc welding(SAW), owing to its high deposition rate and high welding quality, is widely used in the fabrication of pressure vessel, marine vessel, pipelines and offshore structures. However, selection of an optimum combination of welding parameters is critical in achieving high weld quality and productivity. In this work, initially, the SAW experiments were performed using fractional factorial design to analyze the effect of direct and indirect input parameters, namely, welding voltage, wire feed rate,welding speed, nozzle to plate distance, flux condition, and plate thickness on weld bead geometrical responses viz. bead width, reinforcement, and penetration. The bead on plate technique was used to deposit weld metal on AISI 1023 steel plates. The effect of SAW input parameters on response variables were analyzed using main and interaction effects. The linear regression was used to develop the mathematical models for the response variable. Then, the multi-objective optimization of input parameters was carried out using desirability approach, genetic algorithm and Jaya algorithm. The Jaya algorithm offered better optimization results as compared to desirability approach, genetic algorithm.

关键词： Submerged arc welding Optimization Regression Genetic algorithm Jaya algorithm