Vellore Institute of Technology (VIT) is a private university located in&nbsp;Tamil Nadu, India. Founded in 1984, as Vellore Engineering College, the institution offers 20 undergraduate, 34 postgraduate, four integrated and four research programs. It has campuses in Vellore, Amravati, Bhopal and Chennai.

VIT is one of the top ranked private universities in India according to NIRF, THE and QS Rankings.&nbsp;Govt. of India has recognized&nbsp;VIT, Vellore as an&nbsp;Institution of Eminence. This has allowed VIT to take independent quality initiatives and move up in world ranking.

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VIT University

Department of Digital Communications

Computer Science

School of Computer Science and Engineering

Chennai Campus

VIT Unitversity

School of Information Technology and Engineering

Vellore Campus

International Journal for Research in Applied Science and Engineering Technology

Machine Learning for Automated Pothole Detection

Recommender system, an information filtering technology used in many items is presented in web sites as per the interest of users, and is implemented in applications like movies, music, venue, books, research articles, tourism and social media in general. In today's world, time has more value and the researchers have no much time to spend on searching for the right articles according to their research domain. More than 250 research paper recommender systems were published and the quantity of research papers published every day is increasing rapidly. Thus it needs an efficient searching and filtering mechanism to choose the quality research papers, so that the effort and time of researchers can be saved. The recommender system proposed here uses three major factors used for building this system which includes datasets, prediction rating based on users and cosine similarity. The ratings are made by user which will be determined by the number of accurate ratings they provide. The results are then sorted by using cosine similarity. We propose a research-paper recommender system using collaborative filtering approach to recommend a user with best research papers in their domain according to their queries and based on the similarities found from other users on the basis of their queries, which will help in avoiding time consuming searches for the user. © 2019 IEEE.

2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)

A Collaborative Filtering based Recommender System for Suggesting New Trends in Any Domain of Research

World University root node

Journal of Materials Science: Materials in Electronics

Design of Gd2O3 nanorods: a challenging photocatalyst for the degradation of neurotoxicity chloramphenicol drug

The Glottal Closure and Opening instants (GCIs and GOIs) form important events in excitation source signal. These instants represent closing and opening events of vocal folds while producing voiced speech signal. Estimation of such instants from speech signal is beneficial and several applications rely on accurate estimation of Closure and Opening instants. In this work, Electroglottographic like (EGG-like) signal is synthesized from speech signal using Generative Adversarial Network (GAN). The Glottal Closure and Opening instants are located using the derivative of EGG-like signal, which is essentially a difference EGG-like signal. The proposed method is evaluated on CMU-Arctic database, as the database consists of simultaneous recordings of speech and EGG signal, respectively. To evaluate the results, the locations obtained from synthesized EGG-like signal are com-pared with the reference difference EGG signal. The results are evaluated for both seen and unseen conditions. It is shown that the performance of GCI and GOI estimation is comparable to existing state-of-the-art methods. © 2019 IEEE.

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Glottal Instants Extraction from Speech Signal Using Generative Adversarial Network

Techniques for hiding secret data or information play an important role with the rapid growth of multimedia content transfer and secret communications of data. Steganography is the art of hiding data or information in such a ways that prevent detection. Steganography is used for transferring hidden data in an appropriate carrier like audio, video, image etc from one place to other place through public channel. Many different carrier files can be used like audio, video, TCP/IP header file, but digital images are the most popular because images are used very frequency on internet now days. For hiding secret data or message in images, there is a large variety of Steganography techniques available and all of them have respective strong points and weak points. Different applications used for steganography technique have different requirements. In this paper we survey different steganography techniques for hiding the secret data and prosed a method by combining different methods. © BEIESP.

Department of Smart Computing

International Journal of Recent Technology and Engineering

An approach for steganography in security systems

The fundamental aim of this article is to show a developed framework that can help the visually impaired for dealing with their daily life activities such as navigation, reading, colour detection and currency detection using a very cost-effective model. 285 million human beings are estimated to be visually impaired global: 39 million are visually impaired and 246 have problems like low vision. “About 90% of the sector’s visually impaired live in low-earnings settings.” Most of those can’t travel freely. There has been minimal carried out with appreciate to indoor navigation in cutting-edge answers, referred to as electronic Orientation Aids (EOA), owing to high cost for instrumentation and confined capacities. We will likely separate these boundaries by presenting a framework which is generally economical for both the visually impaired and the organizations that prepare their structures. Utilizing RFID labels to set up a location–tagging framework inside structures with the end goal that the visually impaired can utilize a RFIDs to find out their area and also for navigational purposes. The whole framework is actualized by utilizing Raspberry Pi Micro controller running in Universal Windows. Highlighting various technologies and methods with their effective usefulness, design and working challenges and requirements of blind people, we discuss on how this cost-effective solution can serve a great help in this undeniably essential social area. © 2019, Indian Journal of Public Health Research and Development. All rights reserved.

Indian Journal of Public Health Research & Development

Cost Effective Solution for Visually Impaired

Testing is a Process, Not just a Phase. Software testing is the most challenging part of Software Development. Setting up the test environment is an important part of STLC. In the evolutionary environment the test suite size grows constantly as the new updated version of software evolves. Test suite reduction techniques plays intelligent role in deriving the subset of the original test suite that covers the user requirements without affecting the accuracy of the test result. Owing to time and test resource constraints a candidate set can be formed from the original test suite in order to reduce the data processed by the ACO. In this paper, we attempt to introduce a novel approach an Adaptive Elitism Based Intellect approach (AEBI) using clustering technique to reduce the test suite size. This AEBI approach concentrates on single/multiple test objective. The experimental results are presented by applying the AEBI approach on real time application system. We found that the AEBI approach supports effective usage of test resource and performs much better in close proximity with optimal solutions. © BEIESP.

International Journal of Innovative Technology and Exploring Engineering

Test suite reduction based on knowledge reuse: An adaptive elitism based intellect approach (AEBI) using clustering technique

The internet brought a diffusion of technology in the banking arena. Two of the personal devices which aid this phenomenon are the computer (website) and smartphone (web application). Nowadays, banking is done vividly through the internet that causes both computer and smartphone prone to security risks. This review paper aims to highlight the earlier research deliberations, suggested solutions and the factors related to security issues in electronic banking devices in the past six years. Narrative literature review method was used by reviewing 130 papers from selected database journals. The paper discusses the articles between the years 2012 and 2018. It points and poses unanswered questions, which serve as the scope for further research. Neither a computer nor a smartphone has an upper hand when it comes to security. Security of banking technology does not depend on these devices. Rather the onus rests on the users, service providers and banks. The emerging electronic commerce and mobile commerce industry are not considered in this paper. This paper endeavours to provide a better scope for researchers in future to answer unrequited questions on the role of devices in banking technology security. All the past literature has focused on the peoples’ attitude towards security threats in online banking. This study challenges to think further, about the influence of security threats to online banking devices. © Universiti Putra Malaysia Press.

Department of Commerce

School of Social Sciences & Languages

Pertanika Journal of Science and Technology

A review: Customers online security on usage of banking technologies in smartphones and computers

The cost and test resources needed for testing increases along with the test suite magnitude. To abode this magnitude snag an efficient systematic plan is proposed to derive a well-known nominal subgroup which will plentifully ceil the investigator’s objectives. In the motive of corroborating the augmented version of software, it is fruitless of re-executing the entire fault-finding scenarios. An ingenious Knowledge-Based Collaborative (KBC) approach is formulated to face the test suite size problem, the minimal subset of test case is derived heuristically based on expertise testers’ knowledge and the crucial fault-finding cases are ordered heuristically, so the most beneficial are executed first to enhance the test case execution. The lion’s share of the fault checker is assessing the faults to heighten the system’s working performance. The experimental study is made and the result is presented to illustrate the efficacy by incorporating the fault discovering cadent. Betterment credit achieved in ordering the fault-finding cases is shown by visualizing the comparative result of test case execution with ordered and disordered set of test cases based on fault espial. © BEIESP.

International Journal of Engineering and Advanced Technology

An ingenious KBC approach for test suite reduction to enhance test case execution

Advances in Intelligent Systems and Computing Progress in Advanced Computing and Intelligent Engineering

Social Trust Analysis: How Your Behavior on the Web Determines Reliability of the Information You Generate?