Balasubramani Ramasamy

Balasubramani Ramasamy
NMAM Institute of Technology · Department of Information Science and Engineering

Doctor of Philosophy

About

33
Publications
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73
Citations
Introduction
Balasubramani Ramasamy currently works at the Department of Information Science and Engineering, NMAM Institute of Technology. Research interests include Data Mining, Machine Learning, Deep Learning, Data Science and Image Processing.

Publications

Publications (33)
Chapter
Cloud computing has globally turned out to be one of the emerging techniques in the modern world that provides various services over the inter-networking systems. Among many of its applications, information storage over the Internet has gained considerable demand and immense popularity, and dependency on such service usage has increased over a wide...
Chapter
Recently, it has become trend to use Internet of things for our day-to-day life, wherein we use the setup of various devices for the large collection of data and its transmission in various circumstances. It is actually made possible and success due to the involvement of different sensors that are capable of collecting the type and amount of data r...
Article
Emotions are noteworthy signs to understand the intentions of others peoples during communication with them. Similarly, in order to identify the different emotional states of individual such as joy, sadness, and anger, using facial expressions and vocal tone are less effective due to the variations in facial and vocal outputs. Thus, for recognizing...
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Internet, since its root has reclassified the manners by which the world collaborates today, countless devices speak with each other which make our life simple and thus improve this world a place to dwell. The Internet of Things (IoT) is the system of physical gadgets, vehicles, home machines and different things implanted with hardware, programmin...
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Text summarization is a process by which a document with enormous text and information is condensed into a summary of fewer sentences. In other words, it's a technique employed to extract significant contents from a text document, so that it can be represented in a summary.In recent years, this technique has seen a tremendous importance in various...
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Ongoing electrical and electronic advances have enormously enhanced the execution and highlights of implanted frameworks. With the quantity of simply cell phones currently achieving almost equivalent to the number of inhabitants in earth, implanted frameworks have genuinely turned out to be omnipresent. These patterns, nonetheless, have additionall...
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In this work, the comments gathered from online healthcare forums regarding the disease Psoriasis are classified as either giving information about the treatments that have worked and treatments that have not worked or comments that pose more questions. To do this NLP and Artificial Neural Network is utilized and the algorithm is found t o be givin...
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Cloud provide storage services to the distributed cloud users. It allows users to access their files on-thego releasing them from having maintaining a local storage. But because of some security concerns, it impedes user from outsourcing files on the cloud. To address this issue-integrity, controlled outsourcing of files, proof of origin of outsour...
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People consult a physician for a treatment for their ailments. But nowadays many people also search the web for health related issues. This paper describes the methodology using which treatments posted on online health care forums for the disease Psoriasis are extracted using NLP and classification techniques and given to the end user in a consolid...
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Detecting the speed of vehicles is an important aspect for observing speed limitation law and traffic condition. This paper gives review on speed detection of vehicle using image processing. Given a sequence of real-time video of traffic images, different approaches like edge extraction, object tracking, motion vector technique, absolute difference...
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Gestational diabetes mellitus (GDM) is a very much described infection influencing a critical populace of pregnant ladies around the world. It has been broadly connected to undue weight increase connected with variables, for example, diet, corpulence, family history, and ethnicity. Poorly controlled GDM results in maternal and fetal grimness and mo...
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In the new Outcome Based Education model as prescribed by National Board of Accreditation (NBA), one of the most important criteria is the Attainment of Programme Outcomes (POs). The Programme Outcomes are specific rather than narrower statements that describe what students are expected to know and be able to do upon the graduation. These relate to...
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Facial Expressions convey non-verbal cues, which play an important role in interpersonal relationships. Automatic recognition of facial expressions can be an important component of natural human-machine interfaces; it may also be used in behavioral science and in clinical practical practice. Although humans recognize facial expressions virtually wi...
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In the public communication channels, security is broadly increased because of the exchange of sensitive information. For each transmission of data security is highly demanded. The Major goal of this paper is to provide secure communication between authorized people. In the audio steganography technique, data is hidden within the audio signal, the...
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In present days dispersed figuring is one of the best stages which gives stockpiling of data into a great degree cut down cost and open for untouched over the web. Regardless, there is a noteworthy issue of security in disseminating registering. Exactly when the client is giving their data to the cloud by virtue of security they use various encrypt...
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The impact of the cloud computing technique made users to store and share their data easily and accessible anywhere and at any point of time. The cloud can handle huge amount of data where the data is stored in datacenter which is placed in a remote place. The users can use the service of cloud for personal or the professional use depending on the...
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In the new Outcome Based Education model as prescribed by National Board of Accreditation (NBA), one of the most important criteria is the Attainment of Course Outcomes (COs). The Course Outcomes can be attained through several Direct and Indirect Assessments. This all can be achieved with clearly defining the Course Outcomes of the Course. In this...
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This Paper gives a view of the technological advancement in the field of Human Computer Interaction (HCI) with the aid of Human emotions and facial recognition by continuous Observation, to be implemented in a real time ecosystem. It also proposes an idea on how to recognize an emotion effectively from real time data.
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Data Mining is a versatile sublet in the field of computer science. It is the computational evolution mode of detecting patterns in large data sets. This paper give an indication on the different pre-processing techniques to mine text data. Text mining applications include – Information Retrieval, Information Extraction, Categorization, and Natural...
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Data Mining is a versatile sublet in the field of computer science. It is the computational evolution mode of detecting patterns in large data sets. This paper give an indication on the different pre-processing techniques to mine text data. Text mining applications include – Information Retrieval, Information Extraction, Categorization, and Natural...
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Full-text available
The term “ad hoc” implies that this network is a network established for a special, often extemporaneous service adapted to applications. Mobile Ad hoc NETwork (MANET) is a collection of mobile nodes equipped with both wireless transmitter and a receiver that communicate with each other via bidirectional wireless links either directly or indirectly...
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Web data extraction is an important part of web data analysis. Web pages generally contain large amount of data. Extraction of the web pages is just the opposite of web page generation. In the present market trends, to maintain healthy competition, there is huge necessity for the extraction of web data efficiently. Extraction of the data manually i...
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This paper gives a comparison of frequently used classifier models for text classification in the recent years. Text classification is the task of assigning pre-defined categories to free text documents. With the advent of technology we come across a large scale and high dimensional text corpus. It is a challenge to perform text classification on s...
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This paper presents a framework for smart autonomous flying using image processing and an on-board camera implemented using AR Drone which allows the users to perform very specific missions in various fields. The main focus was on developing an intelligent application that recognizes objects and humans with colors and implements other operations of...
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Enhancing the employability skills of the graduates is the need of the hour for every engineering education institute. To improve the employability skills, every institute follows their own method. Providing soft skills&technical skills training, arranging lectures by industry&academic experts, training students for global certifications etc. are f...
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Among many network design issues, such as routing protocols and data aggregation, that reduce sensor energy consumption and data transmission delay, packet scheduling (interchangeably use as task scheduling) at sensor nodes is highly important since it ensures delivery of different types of data packets based on their priority and fairness with a m...
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With the growing amount of people using the Internet, and creating digital content and information, knowledge retrieval becomes a critical task. Ongoing efforts provide standards and framework for annotating digital and non-digital content semantically to describe resources more precisely and processable in comparision to simple descriptive structu...
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Nowadays research and development activities are accompanied by an increasing focus on future user needs in the field of multimedia retrieval. The fast growing of multimedia data repositories is an undeniable fact, so specialized tools allowing storage, indexing and retrieval of multimedia content have to be developed, and in addition easy-to-use c...
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MPEG-7 Visual Standard specifies a set of descriptors that can be used to retrieve similar images from digital photo repository. Among them, the Color Layout Descriptor (CLD) represents the spatial distribution of colors in an image. The Edge Histogram Descriptor (EHD) describes edge distribution with a histogram based on local edge distribution in...

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Projects

Projects (8)
Project
An Approach using Data Mining for Weather Prediction and Soil Classification for Udupi District Farmers using ICT
Project
Information Security over Cloud Computing using Holomorphic Scheme
Project
Speech Recognition Based Sentimental Analysis to Enhance the Efficiency of Product Reviews