Design Pattern Classifiers under Attack for Security Evaluation using Multimodal System

Pattern classification is a branch of machine learning that focuses on recognition of patterns and regularities in data. This Pattern classification system are commonly used in adversarial applications, like biometric authentication, network intrusion detection, and spam filtering, in which data can be purposely manipulated by humans to undermine their operation. As this adversarial scenario is not taken into account by classical design methods, pattern classification systems may exhibit vulnerabilities, whose exploitation may severely affect their performance, and consequently limit their practical utility.

Extending pattern classification theory and design methods to adversarial settings. Here, propose a framework for empirical evaluation of classifier security that formalizes and generalizes the main ideas proposed in the literature, and give examples of its use in real applications. Reported results show that security evaluation can provide a more complete understanding of the classifier's behaviour in adversarial environments, and lead to better design choices. This framework can be applied to different classifiers on one of the application from the spam filtering, biometric authentication and network intrusion detection.

So in this propose an algorithm for the generation of training and testing sets to be used for security evaluation. Now result shows providing security to system using application as blogger for this applying spam filtering, biometric authentication methods. That shows pattern classification for detecting spam comments which easy to detect spam.

By Rupali Baliram Navalkar | Prof. Rajeshri R. Shelke "Design Pattern Classifiers under Attack for Security Evaluation using Multimodal System"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-4 , June 2017,

Paper URL: http://www.ijtsrd.com/papers/ijtsrd97.pdf 

Direct URL: http://www.ijtsrd.com/engineering/computer-engineering/97/design-pattern-classifiers-under-attack-for-security-evaluation-using-multimodal-system/rupali-baliram-navalkar

UGC Approved Journal, Engineering Journal

Data Mining For Supermarket Sale Analysis Using Association Rule

Data mining is the novel technology of discovering the important information from the data repository which is widely used in almost all fields Recently, mining of databases is very essential because of growing amount of data due to its wide applicability in retail industries in improving marketing strategies. Analysis of past transaction data can provide very valuable information on customer behavior and business decisions. The amount of data stored grows twice as fast as the speed of the fastest processor available to analyze it.Its main purpose is to find the association relationship among the large number of database items.

It is used to describe the patterns of customers' purchase in the supermarket. This is presented in this paper.

By Rajeshri Shelke"Data Mining For Supermarket Sale Analysis Using Association Rule" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-4 , June 2017,

Paper URL: http://www.ijtsrd.com/papers/ijtsrd94.pdf 

Direct URL: http://www.ijtsrd.com/engineering/computer-engineering/94/data-mining-for-supermarket-sale-analysis-using-association-rule/rajeshri-shelke

UGC Approved Journal, Engineering Journal

A Review of Friction Stirs Welding

Through this paper an attempt is made to study and review a special welding technology of friction stir welding (FSW) which is a solid-state joining process. Friction Stir Welding (FSW) is a recent advanced technique, invented by The Welding Institute (TWI) in 1991, that utilizes a nonconsumable rotating welding tool to generate frictional heat and plastic deformation at the welding location; thereby, affecting the formation of a joint while the material is in the solid state. In particular, FSW can be used to join high-strength aerospace aluminum alloys and other high temperature metallic alloys that are difficult to weld by conventional fusion welding method.

FSW is considered to be the most significant development in metal joining process in a decade The comprehensive body of knowledge that has built up with respect to the friction stir welding (FSW) of aluminum alloys. This study addresses the current state of understanding and development of the FSW process. The principles of weld formation, welding parameters, design principles, including metal flow and thermal history, before discussing how process parameters affect the weld properties

By Danail Abdullah"A Review of Friction Stirs Welding"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-4 , June 2017,

Paper URL: http://www.ijtsrd.com/papers/ijtsrd124.pdf 

Direct URL: http://www.ijtsrd.com/engineering/mechanical-engineering/124/a-review-of-friction-stirs-welding/danail-abdullah

International Journal, Engineering Journal

E-Commerce: Merits and Demerits A Review Paper

Over last few years the popularity of e-commerce has enormously increased due to its quick and easy way of exchanging goods and global services. India will be booming ground for e-commerce business models. The present study is conceptual and descriptive nature. It attempts to explain the concept of ecommerce, business models for e-commerce, merits and limitations of e-commerce. It concludes that e-commerce offers several benefits to the various stakeholders. However, at present time it has several limitations, legal and technical barriers in the development of e-commerce in India which could fade away in years to come.

Hence we should equip ourselves to give worm welcome to e-commerce which is an obvious outcome of globalization and technological revolution around the globe.

By Ms. Ayushi Y. Vadwala | Ms. Maitri S. Vadwala"E-Commerce: Merits and Demerits A Review Paper"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-4 , June 2017,

Paper URL: http://www.ijtsrd.com/papers/ijtsrd106.pdf 


Direct URL: http://www.ijtsrd.com/engineering/computer-engineering/106/e-commerce-merits-and-demerits-a-review-paper/ms-ayushi-y-vadwala

UGC Approved Journal, Engineering Journal

Review on Design of Control systems for ethered UUVs using PID controllers

Unmanned Underwater Vehicles have gained popularity for the last decades, especially for the purpose of not risking human life in dangerous operations. On the other hand, underwater environment introduces numerous challenges in control, navigation and communication of such vehicles.Certainly, this fact makes the development of these vehicles more interesting and engineering-wise more attractive.Conventional Proportional-Integral-Derivative (PID) controllers exhibit moderately good performance once the PID gains are properly tuned.

However, when the dynamic characteristics of the system are time dependent or the operating conditions of the system vary, it is necessary to retune the gains to obtain desired performance. Self-tuning of PID controllers has emerged as a new and active area of research with the advent and easy availability of algorithms and computers. The proposed study discusses self-tuning (auto-tuning) algorithm for the control of remotely operated vehicles (ROV).

By Ms.Devjani Bhattacharya | Dr. H L Viswanath"Review on Design of Control systems for ethered UUVs using PID controllers"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-4 , June 2017,

Paper URL: http://www.ijtsrd.com/papers/ijtsrd95.pdf 

Direct URL: http://www.ijtsrd.com/engineering/electronics-and-communication-engineering/95/review-on-design-of-control-systems-for-ethered-uuvs-using-pid-controllers/msdevjani-bhattacharya

International Journal, Engineering Journal

Experimental research to Optimize Process Parameters in Machining of Non Conducting Material with hybrid non conconventional machining

Among all non-conventional micro-machining, electrochemical discharge machining (ECDM) is having high quality of material removal rate with zero residual stress. This machining has been accepted as a highly modern technology in micromachining. In this paper an effort has been done on micro drilling of glass using electrochemical discharge machining (ECDM). A fixed tool and a step down transformer have been used to support the steady machining to increase the accuracy of work piece. The input parameters used in this experiment are voltage, concentration of electrolyte, enter- electrode gap and ratio of area of electrode.

MRR has been investigated over the input parameters. Feed rate and electrolyte temperature has been made constant of 3-µm/sec and 30-°c respectively. Taguchi method is used to optimize the effect of the process parameters on MRR. The signal to noise (S/N) ratio and the ANOVA analysis are employed to find the contributions of input parameters.

By Vikrant Sharma | Sunil Kumar"Experimental research to Optimize Process Parameters in Machining of Non Conducting Material with hybrid non conconventional machining"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-4 , June 2017,

Paper URL: http://www.ijtsrd.com/papers/ijtsrd84.pdf 

Direct URL: http://www.ijtsrd.com/engineering/mechanical-engineering/84/experimental-research-to-optimize-process-parameters-in-machining-of-non-conducting-material-with-hybrid-non-conconventional-machining/vikrant-sharma

Call For Paper, Engineering Journal

API Integration in Web Application

Application Program Interface (API) widely used for the programmers. It helps programmers to focus on their programming rather than the other features. API provides the facility to programmer for use the 'œPredefined Code'. Among them one type of API provides by the google that is chart API. Chart API is used to generate the chart from the data which are available on our database. Sometimes it would be very hard to develop such type of another system. Rather than we can use API and save the time and effort that can be use at proper place. This paper will describe how we can integrate the google chart API in the php website.

By Dr. Chetan R. Dudhagara | Mr. Ashish Joshi"API Integration in Web Application"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-2 , February 2017,

Paper URL: http://www.ijtsrd.com/papers/ijtsrd67.pdf 

Direct URL: http://www.ijtsrd.com/engineering/computer-engineering/67/api-integration-in-web-application/dr-chetan-r-dudhagara

UGC Approved Journal, Engineering Journal