Volume 3 | Issue 1 |

 Abstract

: It demonstrates that the ensemble- based approach is significantly more effective than traditional single-model methods; supervised learning outperforms unsupervised learning, and increasing the cost of false negatives correlates to higher accuracy. It shows effectiveness over non sequence data. For sequence data, this dissertation proposes and tests an unsupervised, ensemble based learning algorithm that maintains a compressed dictionary of repetitive sequences found. Throughout dynamic data streams of unbounded length to identify anomalies. In unsupervised learning, compression-based techniques are used to model common behavior sequences. This results in a classifier exhibiting a substantial increase in classification accuracy for data streams containing insider threat anomalies. This ensemble of classifiers allows the unsupervised approach to outperform traditional static learning approaches and boosts the effectiveness over supervised learning approaches. One of the bottlenecks to construct compress dictionary is scalability. For this, an efficient solution is proposed and implemented using Hadoop and MapReduce framework. We could extend the work in the following directions. First, we will build a full fledge system to capture user input as stream using apache flume and store it on the Hadoop distributed file system (HDFS) and then apply our approaches. Next, we will apply MapReduce to calculate edit distance between patterns for a particular user's command sequence data.

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 Keywords

classes, learning, models, GBAD, Threat, supervised, LIBSVM

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They have been used in a wide range of applications unique physical and chemical properties, including that of antibacterial in advanced manufacturing, household, and health insurance products, in consumer items, healthcare industry coatings, sensor arrays, and personal care products; inside the production of biopharmaceuticals; in diagnostic testing and arthroplasty; in dosage forms; and as cytotoxic agents, which has tends to result in the improvements of the endocrine effects of chemotherapeutics. Over the last several years, AgNPs were more useful in a number of applications including such textiles, computer keyboards, surgical instruments, and healthcare equipment. Nanoparticles metals particles have such a high specific surface area ratio, which allows them to drastically affect physical, biochemical, and biological features.

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healthcare, cytotoxic, antibacterial, biopharmaceuticals, etc.

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A HISTORICAL STUDY ON VIJAYANAGARA EMPIRE

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prises as a mother ensures her kids against the en

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ABSTRACT Mobile banking is a service provided by a bank or other financial institution that allows its customers to conduct financial transactions remotely using a mobile device such as a smart phone or tablet. Unlike the related internet banking it uses software, usually called an app, provided by the financial institution for the purpose. Mobile phone is a common technology device that became part of every individual in the information era. Mobile Banking is an emerging alternate channel for providing banking services. India is the second largest telecom market in the world, which is having high potential for expanding banking services using mobile. However, mobile banking has not become the choice of millions of people. This study also defines the role of mobile banking in payment industry by providing ease to existing bank customers and by offering new services to the customers in emerging areas. By using mobile banking technology users has been much quicker than the adoption of online banking more than a decade ago. This research paper defines many issues and challenges which are facing in use of mobile banking.

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Key Words: Mobile Banking, Issues, Security & Challenges, Banking & Financial Services

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Mahue Ka Ped Katha Me Mahila Utpidan Ka Varnan

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Recent Approaches on Physical Education : An Overview

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This study was conducted to invention the effect of plyometric training on particular physical fitness variables of college men Kabaddi players. Thirty college men Kabaddi players from Sangli district were selected. The subjects were aged between 18 to 20 years. The subjects chosen for the study were divided into two equal groups called control and experimental group consisting of thirty students, each group consists of fifteen Players. Plyometric training was given to the experimental group. The control group was not allowed to participate in any of the special training programme except their routine practices. Information for the selected variables was taken at the pre-test and at the end of the experimental period post-test. Speed, Strength and Explosive power were selected as variables and measured with the valid test namely 50 meters run, Modified Push-ups and Vertical jump to measure changes due to the influence of plyometric training. Analysis of SPSS was used for interpreting the results. On the basis of the results the effects of Plyometric training have significantly contributed to improve the selected physical fitness variables specifically Speed, Strength and Explosive power.

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Plyometric Training, Speed, Strength, Explosive power, Modified Push-Ups.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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FDI, LIC, LPG, ICICI, Portals, foreign investment. foreign investor

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1- ((3- methylphenyl) piperazine- 1- yl)- 3-(oxy- phenyl) propane is an anti- hypertensive drug. Antihypertensives are a class of drugs that are used to treat hypertension (high blood pressure) including cardiovascular events. Antihypertensive therapy seeks to prevent the complications of high blood pressure, such as stroke and myocardial infarction. The structure and the ground state energy of the molecules are analysed using DFT/B3LYP level under investigation. The optimised geometry and their properties like frontier orbital energy, vibrational frequencies have been used to understand the activity of the compund. Highest Occupied Molecular Orbital or HOMO and the Lowest Unoccupied Molecular Orbital or LUMO energies are calculated which shows the charge transfer within the molecule. The virational spectra of IR and Raman have been plotted with the help of B3LYP level of theory with the 6- 31G basis set from the Density function theory.

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Vibrational spectra, IR and RAMAN spectrum, DFT, HOMO, LUMO, antihypertensive

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Gravitational fields , Gravitational waves, Tidal Gravitational Force

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Creative Commons Attribution 4.0 and The Open Definition

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This research work elaborates on web-based mobile information resources of health science that have led to improved information and library services in the medical/health discipline. Mobile technology has changed the information-seeking behavior of the users and services being provided by the librarians also making substantial in roads inpatient care and diffusion of health care information. It is changing the way health sciences professionals gain information. They use mobiles and other handheld devices to do things like accessing medical records, getting information on medicine, providing remote patient care through telemedicine facilities, and accessing health care literature due to library resources are increasingly available via either mobile applications or mobile websites in health science. This paper will be helpful to clinicians and other medical science concerned working in remote places to keep abreast with the recent advances in their respective fields by enabling them to access the information at the press of a button on mobile or handheld devices. How much mobile information sources have been used with the provision of Mobile-libraries has also been discussed.

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 Keywords

Mobile Libraries (M-Libraries), Health Science libraries, E- resources

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Creative Commons Attribution 4.0 and The Open Definition