Malaya Dutta Borah

Malaya Dutta Borah
National Institute of Technology, Silchar | NIT Silchar · Department of Computer Science and Engineering

B.Tech (from NERIST), M.E (from DCE), PhD(from DTU)

About

56
Publications
35,564
Reads
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494
Citations
Additional affiliations
June 2018 - present
National Institute of Technology, Silchar
Position
  • Professor (Assistant)

Publications

Publications (56)
Book
This book aims to give a broader role of the 6G wireless network deployed on AI and Blockchain Technology based applications in the field of Healthcare Industry, Agriculture, E-Business, Transportation, etc. These application generates vast amounts of data at the network edge to enable AI-based models for the detection, classification, and predicti...
Chapter
In recent times, discussion about mental health is getting importance alongside physical health. Due to the pandemic, people got stuck inside their home resulting reduction in physical activity. This has worked as a catalyst in boosting the mental health issues. Due to the pandemic, social media has been used as a medium of communication to a great...
Data
The birth weight of a child is totally dependent on multiple factors related to mother. The factors may be clinical as well as socioeconomic. Healthcare centers keep records of so many parameters of mother right from conceive to five years age of baby. We create this dataset considering 17 important clinical features of mother like- Age(years), Hei...
Patent
The present disclosure relates to a system for analyzing the effects of birth weight on disease specific consequences of nutritional status. The present disclosure proposes a system for developing a mathematical model which will establish the impact of the birth and nutritional status on the development and recovery of various diseases. The develop...
Book
Full-text available
This book highlights future research directions and latent solutions by integrating AI and Blockchain 6G networks, comprising computation efficiency, algorithms robustness, hardware development and energy management. This book brings together leading researchers in Academia and industry from diverse backgrounds to deliver to the technical community...
Conference Paper
The recommendation system aims to provide the best suggestion to the user by analysing the buyer’s interest. Most of the time, we can get good product as the recommender(s) already has/have much knowledge about the product. So, this work is about the development of a recommender system for similar products in E-commerce with two particular cases of...
Article
A few months back there was no medication and vaccine for COVID-19. Yet, most of the infected people got recovered. A very small portion of the infected people could not recover. A lion’s share of the fatal cases were the patients suffering from some kind of chronic critical diseases. Due to that, their nutritional status and immunity were not norm...
Article
Full-text available
The deployment of blockchain technologies for multiple use cases has been widely investigated in the academic and business sectors over the last few years. The blockchain model has attained considerable attention due to its decentralized, persistent, anonymous, and auditable features. This review does a comprehensive literature analysis of broad bl...
Poster
Full-text available
Dear Researcher, We are in the process of publishing a book titled "Role of 6G Wireless Networks in AI and Blockchain-Based Applications" to give a broader view of the 6G wireless network on AI and Blockchain based applications. The proposed book will be published by IGI-Global and will be indexed in all the major scientific databases like Scopus,...
Patent
Full-text available
The present invention generally relates to a system and method for storing user's data securely in a cloud storage. The system comprisesan identity management module associated with the cloud storage for maintaining identity of a user using an Elliptic-curve Diffie Hellman (ECDH) key exchange protocol, wherein symmetric cryptography is obtained usi...
Article
Big data refers to a very large and diverse set of data that grow at exponential rates. In the modern healthcare system, medical big data face many security issues due to the presence of hackers and malicious users. Nowadays, medical big data are tremendously benefitted by Blockchain technology due to its several features, namely decentralization,...
Conference Paper
Full-text available
Automatic summarization of lengthy legal documents can provide great help to the involved legal practitioners , as well as all the other end users. In this work, an extractive summarization approach has been developed which represents legal document sentences in terms of domain specific pre-trained em-beddings and performs subsequent multilayer per...
Article
Cloud storage system provides on-demand and pay-per-use storage model with low computing cost. However, this storage system suffers from various security risks. Blockchain technology is an advanced technique that stores data in a distributed manner, and the data, once stored, cannot be altered. Therefore, we propose a blockchain-based decentralized...
Patent
Full-text available
The present disclosure relates to a method to construct a HEX-BLOOM model to verify authenticity and integrity with privacy-preserving computing for diverse applications. The method comprises: constructing a Bloom Filter wherein, the Bloom Filter requires an insertion operation with a non-cryptographic string hash functions wherein the non cryptog...
Article
Due to huge amount of legal information availability on the internet, as well as other sources, it is important for the research community to do more extensive research on the area of legal text processing, which can help us make sense out of the vast amount of available data. This information growth has compelled the requirement to develop systems...
Chapter
The ongoing pandemic of COVID-19 has shut down almost everything and it has become troublesome for smooth running of social life. The infections are increasing day by day. It is important to predict and forecast upcoming increase in infections to plan better. Predicting the possible spread can alert the COVID-19 fighters fighting from the front end...
Chapter
Blockchain technology has received significant popularity, with a growing interest in various domains, including data processing, financial services, information security, and IoT to the healthcare and medical research industries. There has also been a tremendous trend in using blockchain technologies to provide efficient data protection in health...
Conference Paper
This paper presents a network intrusion behavior detection utilizing an adaptive blockchain mechanism. A Layered Voting Rule System (LVRS) is introduced, which contains a positive layer, negative layer and propagation layer which trains the blockchain using the power consumption of the users to transfer and receive the data. The performance of the...
Article
Full-text available
The demand for Blockchain innovation and the significance of its application has inspired ever-progressing exploration in various scientific and practical areas. Even though it is still in the initial testing stage, the blockchain is being viewed as a progressive solution to address present-day technology concerns, such as decentralization, identit...
Chapter
The Iris recognition is commonly used as a security system due to its robustness against imposters. Iris datasets are huge and hence those datasets occupy more space. Iris image compression has become an important part of better performance like speed and data storage. The portable Iris system is in huge demand. That portable systems need to transm...
Book
This book constitutes refereed proceedings of the First International First International Conference on Big Data, Machine Learning, and Applications, BigDML 2019, held in Silchar, India, in December. The 6 full papers and 3 short papers were carefully reviewed and selected from 152 submissions. The papers present research on such topics as computi...
Chapter
Full-text available
Blockchains play a vital role in FARMAR to track and trace the origin of food products in food supply chain. Supply Chain Management (SCM) is an essential business process in all spheres of the economy. SCM uses specific processes to connect from producer to consumer requirement through a chain. In a BCT(Blockchain Technology) based system, “record...
Article
Mining high utility pattern has become prominent as it provides semantic significance (utility/weighted patterns) associated with items in a transaction. Data analysis and respective strategies for mining high utility patterns is important in real world scenarios. Recent researches focused on high utility pattern mining using tree-based data struct...
Article
Predictive analytics is the process of forecasting future courses of action by analyzing historical and current facts. It's now a priority in many organizations because it can suggest the most favorable future planning by letting decision makers combine data about the four W's - that is, what, who, where, and when - to analyze why and how. Apart fr...
Article
Incremental data can be defined as dynamic data that changes as time advances. Mining frequent patterns from such data is costly as most of the approaches need repetitive scanning and generates a large number of candidate keys. It is important to develop an efficient approach to enhance the performance of mining. This paper proposes a novel tree-ba...
Conference Paper
To enhance the quality and cost effectiveness of the education, students participation and a better understanding of the learning is important. The proliferation of learning innovations such as distributed and heterogeneous applications and resources requires the adoption of appropriate technique to deal with the various information flows to suppor...
Conference Paper
Full-text available
The main focus of this work is to build a Decision Support Tool, EDU-OPT which is helpful for both students and education planners. From the student perspective, it helps a student in selecting the most appropriate branch from an array of disciplines offered. Since this prediction is based on skill level, social factors etc., a student is more like...
Article
Full-text available
Educational Data Mining (EDM) is an emerging fieldexploring data in educational context by applyingdifferent Data Mining (DM) techniques/tools. It provides intrinsic knowledge of teaching and learningprocess for effective education planning. In this survey work focuses on components, research trends (1998to 2012) of EDM highlighting its related Too...
Article
Educational Data Mining (EDM) is an emerging field exploring data in educational context by applying different Data Mining (DM) techniques/tools. It provides intrinsic knowledge of teaching and learning process for effective education planning. In this survey work focuses on components, research trends (1998 to 2012) of EDM highlighting its rela...
Conference Paper
A cloud OS is a simplified Operating System that runs in web browser, providing access to a variety of web based applications that allow the user to perform many simple tasks without booting a full-scale operating system. In this paper we will make a study on the function of cloud OS and a brif survey of cloud OS.
Conference Paper
Full-text available
Educational Institutions are under increasing pressure to deliver more for less and they need to find ways to offer rich, affordable services and tools. Cloud computing has the potential to provide computation and storage resources as services. Both the public as well as the private institutions can use the cloud computing to deliver better serv...
Conference Paper
Full-text available
In the current financial crisis and the growing need for quality education, the educational institutions are under increasing pressure to deliver more from less. Both public as well as private institutions can use the potential benefit of cloud computing to deliver better services even with fewer resources. Application of Cloud Computing in Educ...
Conference Paper
Literacy and general education form the base of the knowledge pyramid essential for a rapid and sustained development of the society of the 21st Century. Skills increase the ability to innovate and adopt new technologies making the difference between inclusive growth and growth that leaves large segments of society behind. In low-income countrie...
Conference Paper
This book is to focus exclusively on the topic of cloud-sponsored big data analytics for creating flexible and futuristic organizations. How cloud infrastructure enables the real-time analysis, knowledge extraction, and decision-enablement of big data will be discussed in detail. This, in turn, helps professionals to make informed decisions and con...
Conference Paper
Abstract In this paper we are proposing a new Attribute Selection Measure Function (heuristic) on existing C4. 5 algorithm. The advantage of heuristic is that the split information never approaches zero, hence produces stable Rule set and Decision Tree. In ideal situation, in admission process in engineering colleges in India, a student takes ad...
Conference Paper
ICT plays a big role in the accountability and transparency in the functioning of Government machinery. Political, cultural, socio-economic developmental & behavioral decisions today rests on the ability to access, gather, analyze and utilize information and knowledge. ICT is the conduit that transmits information and knowledge to individual to...
Conference Paper
Information and Communication Technologies (ICTs) play a key role in development & Economic growth of the Developing countries of the World. Political, Cultural, Socio-economic Developmental & Behavioral decisions today rests on the ability to access, gather, analyze and utilize Information and Knowledge. ICT is the conduits that transmit informati...
Conference Paper
e-Agriculture involves the conceptualization, design, development, evaluation and application of innovative ways to use information and communication technologies (ICTs) in the rural domain, with a primary focus on agriculture. People around the Globe from few years from now will be carrying a handheld computer connected to the Web to get the i...
Chapter
Full-text available
Advancement in Information and Communication Technology(ICT) have made it possible today a whole range of high quality and cost effective services relating to video , voice & data content through a single communication channel. e-Learning is such area where the use of ICT provides innovative ways to complement the traditional student-teacher intera...

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Projects (3)
Project
It solicits high-quality and original contribution and will feature thematic content across the following topics Topic 1 Technical Perspective of the Blockchain Paradigm Topic 2 Genome Data Management with Blockchain Technology in the Cloud Environment Topic 3 Healthcare Data Management using Blockchain Technology Topic 4 Blockchains in Pharmaceutical Sector Topic 5 Managing Health Insurance using Blockchain Technology Topic 6 Securing Healthcare Data using Blockchains Topic 7 IoT & Blockchain Technology based Healthcare Monitoring Topic 8 Blockchains and Multilayer Healthcare Digital Networks Topic 9 Embedding Blockchains in Smart Healthcare Infrastructure For the detailed “Call for Chapters” and “Book Chapter Format” may contact : malayaduttaborah@cse.nits.ac.in
Project
To create a platform to showcase research works on Hardware Accelerator Systems for Artificial Intelligence and Machine Learning