Vol 3 Issue 1 January 2015-March 2015

Abstract: Image re-ranking, as an efficient means to progress the results of web-based image search, has been implemented by p, resent commercial search engines such as Bing and Google. Given a query keyword, a pool of images is initially recovered based on textual information. By inquiring the user to choose a query image from the pool, the remaining images are re-ranked based on their visual matches with the query image. A chief dispute is that the similarities of visual features do not well associate with images’ semantic meanings which infer users’ search intention. Currently people proposed to match images in a semantic space which utilized attributes or reference classes directly connected to the semantic meanings of images as basis. Though, learning a general visual semantic space to typify highly various images from the web is tricky and ineffective. In this paper, we propose an original image re-ranking framework, which routinely offline learns dissimilar semantic spaces for diverse query keywords. The visual features of images are planned into their associated semantic spaces to obtain semantic signatures. At the online stage, images are re-ranked by comparing their semantic signatures attained from the semantic space denoted by the query keyword. The proposed query-specific semantic signatures considerably develop both the accuracy and efficiency of image re-ranking. The novel visual features of thousands of dimensions can be planned to the semantic signatures as short as 25 dimensions. Experimental results demonstrate that 25-40 percent comparative improvement has been attained on re-ranking exactness evaluated with the up to date methods.

Keywords: Image search; image re-ranking; semantic space; semantic signature; Neural Network; keyword expansion.

Title: Re-Ranking Web Images Based On Query-Specific Semantic Signatures

Author: Navamani.C, Anantharaj, Chendavarayan.R

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

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Abstract:  The objective of this project is to create an application “Theft Monitoring” where we are able to find our lost phone easily. Sometimes we accidently tend to replace our phone somewhere and we end up searching for it. Hence to avoid such situations and keeping the recent demand and the greed for phones in mind we have decided to develop this application “theft monitoring”. This application gets activated as soon as the person who has stolen the phone changes the SIM and switches on the phone. The user will not know that an automatic message is being sent to the predefined number. This message will contain the SIM details as well as the location details. This information will be sent as a message to the destined number till the application is uninstalled in the mobile. This makes it easy to find the location of the phone and track the user. The location of the device is found using GPS and the details are sent to the predefined number in the form of a message as soon as the user changes the SIM and switches on the phone .The application also consists of the setting of the number to which the message regarding the SIM and the location details are to be sent .In this application all the operation are done in the background using the concept called “service”. Thus “theft monitoring” is a useful application which helps us to track and find the device in effective manner.

Keywords: Theft Monitoring Application, SIM, GPS Service.

Title: Mobile Theft Monitoring

Author: Saicharan, Dhikhi.T

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

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Abstract: Wireless Sensor Networks are rapidly growing area of research and commercial development. Meanwhile it draws attention of many researchers because of the enormous scope of its applications in numerous areas. A Wireless Sensor Network (WSN) consists of large number of spatially distributed autonomous sensors to monitor physical environment conditions, such as temperature, sound, humidity, pressure, light etc. and pass their data often called raw data through the network to Base Station which is often called Sink. The sink forms the gateway between the WSN and end-user application. In real time applications sensors collect data and transfer to the sink. Generally Sensors have limited range and less battery life. In this paper our main goal is to increase the network life time of sensors and reduce their energy consumption of the network. In this paper two sink placement strategies are implemented along with an existing strategy geographical sink placement strategy (GSP) by placing sink in an appropriate area to cover maximum number no of sensors in the region of a network. The advantages of these two strategies were analyzed and compare with an existing strategy.

Keywords:  Wireless sensor network, sink, sensor nodes.

Title: Placement of Sink in Wireless Sensor Networks

Author: G.SATEESH, M.V.S.SASTRY, K.MANASA, A.MANIKANTA, I.JAGAN

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

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Abstract: The existing network has many flaws and is incapable of handling Internet. Software-Defined Networking (SDN) is a new way of networking which provides flexibility by decoupling the control plane and the physical plane. SDN brings centralized control over the network but it also increases complexity as network size increases. It will become painstakingly difficult to control the whole network from a single terminal. The solution is to distribute the control of SDN over different sites in order to manage networking infrastructure as a whole. In this paper we have suggested Distributed database system to provide consistent reconfiguration in SDN such that it will reduce the complexity when compared to a centralized approach.

Keywords: Distributed Database, Software-Defined Networking, Horizontal Fragmentation.

Title: Distributed Database Approach for Reconfiguration in Software-Defined Networks

Author: Shantanu Kshire, Vishwanath Chikaraddi, Jijnasa Patil

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

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Abstract:  As the web is growing rapidly, the various search engines plays a inefficient role in retrieving the data from the internet. When the user request for a data, the search engines provides huge amount of links related to data directly or indirectly as a search result. Thus it becomes impossible to the user to go through every link provided as a result to the user to retrieve the data required at the moment. To minimize this problem, ranking web page is one of the most basic and preferable algorithm to sort the data in the manner that the maximum required data or efficient data will be shown in minimum links or WebPages. In this algorithm, the different web pages are assigned a rank as per there usability and user interest and time taken by server to provide data to client on client side. In the presented work, I am working on the same issue i.e. webpage ranking on the basis of the page time taken to execute on client side and posted date. The complete work is inspired by the behavior of the real ant colonies. As per the artificial ant visits the webpage, the rank is assigned to the different WebPages as per there interest calculated through their pheromone, time consumed to cover the whole path.

Keywords:  Web mining, Ant colony, page rank.

Title: Time Based Web Usage Mining Using Ant Colony Algorithm

Author: Er. Reena, Er. Jyoti Arora

International Journal of Computer Science and Information Technology Research,

ISSN 2348-1196 (print), ISSN 2348-120X (online)

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Abstract: the typical first step in visual observation is skill of extracting moving objects from a video sequence captured using a static camera. From the sequence of video frames it only stored those video frames in which moving object is to be detected. For automatic initialization, track, pose estimation, and movement credit the numbers of significant research advances are identified together with novel methodologies. There are mainly three algorithms for the motion detection i.e voting based motion estimation, temporal difference, and background subtraction. Out of these algorithms here we use the voting based motion estimation algorithm. This algorithm is to properly estimate the motion of moving object. To estimate the camera movement the shifting information of edges of static background utilized by this algorithm without knowing the previous facts of camera motion. On the more than a few delegate region of awareness the broken up information can be recognized using voting decision method. Here we apply the voting based motion estimation algorithm by estimation, compensation, moving edge alteration & improvement and moving object detection.

Keywords: Blob Detection, Motion detection Visual observation system, spacial coding, Threas holding, temporal sampling, voting based motion estimation.

Title: Object Detection in Video Surveillance System

Author: Sonal k Gudekar, Nisha Shinge, Sarika Satpute

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

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Abstract: For the last two decades, relational databases proved to be more powerful and superior because of features like clear semantics and easy to use .Structural data management support is provided by relational databases. However, in few past years development in IT sector put forward the concept of big data, which deals with extreme large volume and variety in data type and structures. To handle such big data, relational databases are not suitable because of strict constraints on data structure and data relations, and so on. On the other side, MongoDB is getting popular because of its capability in dealing with big data and complex structures. Currently there is no tool for the migration of relational databases to Mongo databases. This migration requires conversion of relational database query like SQL to NoSQL database query like MongoDB query. The modelling allows handling NoSQL data with structured query processing language.

Keywords: Algorithms, SQL, MongoDB, NoSQL, big data, Standardization, XML, JSON.

Title: SQL2MongoDB

Author: Diksha Koul, Devayani Pawar, Radhika Ranade, Vishakha Patil

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

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Abstract: Since the late 1990s, people have enjoyed a comfortable lifestyles. Mobile devices supported by the development of wireless networks have spread throughout the world and mobile commerce applications become the most popular application for mobile device users those who want to do business and financial transactions are available anytime, anywhere. Today the use of physical cash is experiencing a decline in popularity in the business world, because it is being acquireded by e-money. An important technology behind mobile payments is now called Near Field Communication (NFC). As it indicates that the NFC has tremendous business potential, leading companies Microsoft, Nokia and Visa Inc. is actively engaged on them. Payment processing integrated with NFC technology based mobile operating system that is a trend today. The prototype Android application is designed to pay for the user side as consumer and the merchant side as a trader or seller by using the handset that already have NFC technology is Google Nexus S. This application also implements the concept of security in e-commerce transactions by using the protocol Tag-to-Tag so thatthe user needs for security and comfort during the financial transaction are met.

Keywords: Android Platform, Java Programming Language, Credit Transfer Application, Social Engineering.

Title: A Secure NFC Application for Credit Transfer among Mobile

Author: Prof. N.B. Kadu, Mr. Akshaykumar B. Tilekar, Mr. Avinash D. Kanawade, Mr. Shiril Y. Pathak, Mr. Harshit R. Gandhi

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

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Abstract: As we are living in a data-driven era with fast growing technologies, there exists a bulk of data generated, captured and also maintained for a variety of purposes. So there is a need of efficient, adequate tools to visualize the data and extract knowledge from them. This is possible with different visual analytic techniques. In this paper, we have presented a survey on different visual analytic techniques in various fields.

Keywords: Big Data, Visual Analytics, Visualization.

Title: A Study on Visual Analytics

Author: Shilpa M Patil, Dr. H S Guruprasad

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

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Abstract: Web applications are the vast source of exchanging information for the users. In order to provide more service to the users, it has expand its usage. It acts as a channel among users and service providers. With the progressing of this world, web application has become more complex. Hence, nowdays web applications are facing serious challenges. Content Security Policy is the solution of content injection attacks. It helps to identify and mitigate these attacks. Hence, many websites use this policy to secure themselves from attack. The main objective of our paper is to analyze the problems faced by websites caused by code injection attacks. This paper describes the advantages and limitations of existing techniques. This paper also describes comparison between existing techniques. We believe that analysis of web application attacks done by us will help to secure the content of websites in future.

Keywords: web application, Security, web attacks. 

Title: A Review On Web Application Attacks

Author: Mani Sharma

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print),   ISSN 2348-120X (online)

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Abstract: Continuous Authentication (CA) comprises of observing and checking over and again client conduct surrounded by a registering session keeping in mind the end goal to separate in the middle of real and impostor practices. Stylometry examination, which comprises of checking whether a target achieved was composed or not by a particular individual, could conceivably be utilized for Continuous Authentication. In this work, existing stylometric peculiarities and add to another origin check model relevant for consistent verification. Existing lexical, syntactic, and application particular peculiarities, and propose new feature in light of n-gram investigation. At first with a huge peculiarities set, and recognize a diminished number of client particular features by processing the data pick up. Moreover, the methodology incorporates a system to dodge issues with respect to uneven dataset which is an inalienable issue in stylometry investigation by utilizing Naive Bayes classifier for characterization. Test assessment taking into account the Enron email dataset including 76 creators yields extremely guaranteeing results comprising of an Equal Error Rate (EER) of 12.42% for message pieces of 500 characters.

Keywords: Continuous authentication; biometrics systems; security; creation check; classification; stylometry; n-gram features; short message confirmation; content mining; write print.

Title: A Framework for Continuous Authentication Utilizing Stylometry for E-Mail Author Identification and Authentication

Author: Ms. Sunita Jadhav, Mr. Ankeet Jadhav, Mr. Raunak Saraf, Mr. Dhananjay Dahadade

International Journal of Computer Science and Information Technology Research

ISSN 2348-120X (online), ISSN 2348-1196 (print)

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Abstract: On modifying Cipher text-Policy Attribute Based Encryption (CP-ABE) and OAuth, we propose a new security scheme, called fuzzy security, to facilitate an application registered with one cloud storage to access data available in cloud storage. The new proposed scheme enables the fuzziness of security to enhance the scalability and flexibility. Also, by conducting attribute distance checking and distance adjustment, operations like sending attribute sets and satisfying an access tree are eliminated. In addition, the automatic revocation is realized with update of Timeslot attribute when data owner modifies the data. In order to make an estimate of the performance of our scheme, we have implemented the protocol flow of fuzzy security with realized cryptographic part with Pairing-Based Cryptography (PBC) library.

Keyword:  Fuzzy Security, Cipher Text-Policy, Security Scheme, Scalability and Flexibility.

Title: Fuzzy Security in Cloud Storage

Author: Gladwin A, Amarnath S, Arun Mozhi S.

International Journal of Computer Science and Information Technology Research

ISSN 2348-120X (online), ISSN 2348-1196 (print)

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Abstract: as everyone is busy with their mobiles, they don’t has any time to remember special events, meeting etc. Reminders are very important in our life, certain things needs to be planned   for the next day. While there are a lot of reminder apps on the market that claim to function well, but when it comes to the performance it lack functionalities. So, here we are with our new mobile application  SIFI  i.e. (Save it forget it) is an user program  that helps in recording user events in calendar and then  display and send  auto-generated event’s message using voice input.

Keywords: Speech Corpus, Suggestion List, Text Editor, Calendar study, Message sending.

Title: SIFI (Save It Forget It)

Author: KEHKASHAN SHEIKH, JUHI ARORA, BHAGYASHRI BUDHE

International Journal of Computer Science and Information Technology Research

ISSN 2348-120X (online), ISSN 2348-1196 (print)

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Abstract: The purpose of this paper is to introduce and study the class of feebly totally open (resp. feebly totally closed), almost feebly totally open (resp. almost feebly totally closed) functions.  Furthermore some of their properties are analysed.  The purpose of this paper is to formulate and establish some results on almost feebly open mappings.

Keywords: Feebly totally open, feebly totally closed, almost feebly totally open, and almost feebly totally closed.

Title: On Almost Feebly Totally Continuous Functions in Topological Spaces

Author: A.P. DhanaBalan,  R. Buvaneswari

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

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Abstract: Music plays an important role in every person’s in life. Music is a common way of expressing emotions. This paper conveys our proposed system Detecto using music detection. Detecto is a mobile phone based music recognition application that takes a short sample of the music and identifies the song. The service provided by this application will take a sample of music recorded and finds the matching track. In this paper we are describing about the usage of audio fingerprinting algorithm in our application. Though this is a very complex process which involves higher mathematical knowledge, in this paper we have discussed this technology with a basic point of view. The different aspects covered here are the primary process of extracting, storing and matching the fingerprints to identify songs. These processes in a flow are also given. This algorithm is certainly not very new, it is used, tested and testified for its efficiency and robustness. Some of the existing applications similar to the proposed one and their functions are also discussed in this paper.

Keywords: Music Recognition; Audio Sample; Audio Fingerprinting; Fingerprints; Hashing; Matching; Extra ction; Database.

Title: Detecto – A Music Search Engine

Author: Prof. Sangeeta Nagpure, Sneha Iyer, Rushabh Jayesh Kapasi

International Journal of Computer Science and Information Technology Research

ISSN 2348-1196 (print), ISSN 2348-120X (online)

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