
Balasubramani RamasamyNMAM Institute of Technology · Department of Information Science and Engineering
Balasubramani Ramasamy
Doctor of Philosophy
About
33
Publications
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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)
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...
Extract data from onboard sensors and perform data prediction using advanced AI tools.
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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.
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
Projects
Projects (8)
An Approach using Data Mining for Weather Prediction and Soil Classification for Udupi District Farmers using ICT
Information Security over Cloud Computing using Holomorphic Scheme
Speech Recognition Based Sentimental Analysis to Enhance the Efficiency of Product Reviews