Pranati Rakshit

JIS COLLEGE OF ENGINEERING · Department of Computer Science and Engineering

Social media is nowadays a vital platform where people can share their feelings about any incident, product, or any issue. Twitter is one of those platforms which are very popular. If we must make use of this to extract some information and to use that to make recommendation systems, to know the mental status of any person or to find the review, we...

AI performs a good-sized position in the virtual dual era with the aid of presenting superior analytic and predictive modelling abilities. The digital dual era is an effective idea that entails growing a digital reproduction of a physical machine, which includes a product, process, or carrier. By leveraging AI, digital dual generation can assist co...

Sentiment analysis provides valuable insights into people’s opinions, emotions, and attitudes, enabling businesses to make more informed decisions, improve customer satisfaction, and stay competitive in today’s market. Now-a-days due to the accessibility of social networking platforms like Twitter, Instagram, Facebook, WeChat, etc a bulk of data is...

This book series aims to bring together researchers and practitioners from academia and industry to focus on recent systems and techniques in the broad field of electronics, instrumentation and communication Engineering. Original research papers, state-of-the-art reviews are invited for publication in all areas of Electronics & Instrumentation Engi...

With the advent rise of social media, it has become a necessity to upload pictures. But, it is really hard to come up with unique captions every time you upload a photo. Hence, an AI-enabled image caption generator can really help to effectively generate captions. Image caption generator is an application of deep learning models that can automatica...

Communication is the basic act which is done by human beings to transfer, sharing or exchange information, ideas, or feelings with others. There are mainly five types of communication verbal, non-verbal, listening, written, and visual, but mostly we use speaking and listening for communication. Communication is a basic way for human being to expres...

Video description is basically a method of automatic creation of natural language sentences which can illustrate the insides of a given video. Several applications areas are there where we need summarization of description of video such as in video subtitling, human–robot interaction, helping the visually impaired person etc. In this present paper,...

The main function of a recommendation engine is to filter the data and to use algorithms and to suggest the items which is more applicable to the users. It also identifies the past behaviour of the customer and planted on products that the users want to buy most. Now when a new user visits their e-commerce site, then it will not show any past of th...

In this present age, everyone uses social media. Whilst ideas spread through these mediums can be colourful, there are certain views of people which are shared with a tone of negativity, mischief and offensiveness to them as well. One of the most used of such social media platforms include Twitter, which is a platform where messages with limited wo...

Nowadays, all over the world a great deal of data is being created every day at every instant through several electronically driven social platforms namely Facebook, WhatsApp, Twitter, etc. Data thus created may consist of negotiation between a businessman and a customer during the online purchase of different things, Chit-chat between friends by u...

The evolution of deep learning has enhanced the technique of identifying and classifying lung diseases into various categories using medical images. This project aims to build lung disease detection models using deep learning to identify future potential and thus to efficiently observe and visualize the recent and upcoming trends in this domain. Id...

Skin cancer is widely menacing forms of cancer in North America and South East Asia and some part of Australia also. The main reason of skin cancer is caused by damaged deoxyribonucleic acid (DNA) in skin cells of human body which is inherited from genetic disorder or mutations on the skins. Skin cancer is to gradually spreading over other body par...

In today’s world, the use of social networking websites is in the next level. People express their thoughts and opinions on any brand, product or any social events via these sites. Sentimental analysis often uses natural language processing (NLP) to obtain a sentiment behind the text, tweet or comments. In this modern world, sentiment analysis has...

Liver is a crucial interior organ of the human body whose primary tasks are to eliminate waste which is produced by the organs. In human body, most of the difficult tasks are being performed by the liver, and any abnormal activities happening due to malfunctioning of the liver will result into life-taking reason. Disease prediction in the human bei...

Corona virus disease 2019 (COVID-19) is an infectious disease and has spread over more than 200 countries since its outbreak in December 2019. This pandemic has posed the greatest threat to global public health and seems to have changing characteristics with altering variants, hence various epidemiological and statistical models are getting develop...

COVID-19 – the utmost global crisis and the major global pandemic is literally changing our life. Every person is observing at the everyday rise of the death toll and the fast, exponential growth of this novel and dynamic strain of the virus. To find the effective treatment, the virus source prediction, infection classifications are important issue...

Pandemic relates to a situation where any disease starts spreading geographically and affects a entire country or the whole world. So when an epidemic becomes pandemic, it really a question of our survival. COVID -19 has become a pandemic as we all know and needs real and underneath research on that. The procession of death is uncountable still now...

Assessment in the field of the prediction plays an important role to make the prediction fruitful otherwise wrong assessment will give the wrong inference about the data set. A lot of statistical and soft computing model used in area of prediction to make it more optimal. Therefore, the clustering technique has been used for the assessment on avera...

With the increasing need of sensitive or secret data transmission through public network, security demands using cryptography and steganography are becoming a thirsty research area of last few years. These two techniques can be merged and provide better security which is nowadays extremely required. The proposed system provides a novel method of in...

Smart cities play a vital role in the lifestyle of humans, and these are just like smart phones, which provide information to persons based on their different needs. Several governments/private organizations are planning to make many cities as smart cities with the help of big data. As for the smart phone, many technologies are required to make it...

The IoT has broad application in the field of medical care as well as health care. It has potential to provide ascend to numerous medical services and applications like remote or distant health monitoring, information tracking, improved drug usage, device, emergency care, healthcare charting etc. The IoT has a variety of application area which incl...

Generation of digital phantoms specific to the patients’ carotid vasculature is a complicated and challenging task because of its complex geometrical structure and interconnections. Such digital phantoms are extremely useful in quick analysis of the vascular geometry and modelling blood flows in the cerebrovasculature. All these analyses lead to ef...

Assessment of cerebral aneurysm rupture risk is very crucial for clinicians, because it causes a number of deaths worldwide. Hemodynamics is commonly thought to play a significant role in the mechanisms of development, maturity, and rupture of aneurysm. It is reasonable to assume that rupture risk assessment can be improved by incorporating hemodyn...

Segmentation of vasculature specific to the patients’ carotid vasculature is a complicated and challenging task because of its complex geometrical structure and interconnections. Accurate or approximate digital phantoms of the vasculature are extremely useful in quick analysis of the vascular geometry and the modelling of blood flow in the cerebrov...

Generation of digital phantoms specific to the patients’carotid vasculature is a complicated and challenging task because of its complex geometrical structure and interconnections. Such digital phantoms are extremely useful in quick analysis of the vascular geometry and modelling blood flows in the cerebrovasculature. All these analyses lead to eff...

this paper a novel method for information security using image steganography technique is proposed. This project simply hides a text message in an image file. For hiding secret information in images, there exist a large variety of steganographic techniques some are more complex than others and all of them have respective strong and weak points. Dif...

main reason behind pulmonary emphysema is mainly due to long-term smoking, and medical treatments are quite difficult. In worst cases, the structure of the lung can get damaged irreversibly. In this case, one of the most important parts is to detect the different stages of the diseases. This requires some well-trained radiologists to observe the ch...

Red Blood Corpuscles are the major cellular component of human blood which are responsible for gaseous exchange between living cells and external environment. In normal physiological condition, an RBC is circular in front view and bi-concave in side view. In terms of size, it is 7.5 μm in diameter and 2 μm in thickness. This normal morphology of RB...

Malaria is the commonest protozoal infestation in human being residing in nearly 3 billion victims across 107 countries and 1–3 million deaths per year round the globe. The disease is generally diagnosed by examining properly stained peripheral blood smear as the malarial parasite particularly invades red blood corpuscles (RBC) of the circulatory s...

Red Blood Corpuscles are one of the most vital cellular components of human circulatory system. In normal physiological condition, an RBC is circular in front view and biconcave in side view. Also it is 7.5 μm in diameter and 2 μm in thickness in terms of size. The normal morphology of an RBC undergoes some specific changes due to the consequence o...

Segmentation of adjoining objects in a noisy image is a challenging task in image processing. Natural images often get corrupted by noise during acquisition and transmission. Segmentation of these noisy images does not provide desired results, hence de-noising is required. In this paper, we tried to address a very effective technique called adaptiv...

The work presents here a comparative assessment of performances of two important types of feed-forward artificial neural networks, viz. the Multi Layer Perceptron (MLP) and the Radial Basis Function (RBF) network, in respect to handwritten digit recognition problem. The recognition performance of the MLP, as assessed from the experimentations, is f...