Papers by Ramesh Prajapati
BioMed Research International, 2022
In this paper, we develop a healthcare biclustering model in the field of healthcare to reduce th... more In this paper, we develop a healthcare biclustering model in the field of healthcare to reduce the inconveniences linked to the data clustering on gene expression. The present study uses two separate healthcare biclustering approaches to identify specific gene activity in certain environments and remove the duplication of broad gene information components. Moreover, because of its adequacy in the problem where populations of potential solutions allow exploration of a greater portion of the research area, machine learning or heuristic algorithm has become extensively used for healthcare biclustering in the field of healthcare. The study is evaluated in terms of average match score for nonoverlapping modules, overlapping modules through the influence of noise for constant bicluster and additive bicluster, and the run time. The results show that proposed FCM blustering method has higher average match score, and reduced run time proposed FCM than the existing PSO-SA and fuzzy logic heal...
The growth of data available online and it's users are increasing exponentially and creating ... more The growth of data available online and it's users are increasing exponentially and creating complexity for users to discover knowledge on the web. To improve performance of website web site designer should modify website according to users preferences and interests. To achieve this user's navigational behavior should be analyze which is captured in log files. First of all these log files are preprocessed and converted into suitable format for applying data mining techniques on it. Various DM techniques are apply on processed log files in order to get frequent access pattern of users of website. These patterns are analyzed and used extracted knowledge in website modification, system improvement, business intelligence, website personalization. In this paper, we provide detailed survey of work done so far on process of Web Usage Mining
Peer-to-Peer Networking and Applications, 2022
In recent years, cloud service security is a crucial task because of several vulnerabilities in V... more In recent years, cloud service security is a crucial task because of several vulnerabilities in Virtual Machine such as malicious activities, viruses, and errors. Therefore detecting malicious activity is essential to improve the security of the cloud and VM. There are many existing techniques are developed to identify malicious attacks but still having the issues of less accuracy of detecting attacks, high false prediction rate and error also the main problem is the complexity to detect malware attacks because of large files. So, this current research proposed a new Adversarial-based Generative Model with African Buffalo (AGM-AB) technique to classify unknown malware functions presented in the VM. Also, AB fitness is initializing in AGM for enhancing the performance of feature extraction and classification. In addition, the developed AGM-AB technique categorizes executable files of benign and malware also improve the accuracy of malware detection. Furthermore, launch the unknown malware in developed technique for validating the efficiency of classification in AGM-AB technique. Thus the developed AGM-AB technique is implemented in python, and the performance metrics are calculated such as accuracy, AUC, False Positive Rate (FPR), recall value, precision, and F-measure.
IOT with Smart Systems, 2022
International Journal of Advanced Research in Science, Communication and Technology, 2021
The project is an electronic notice board that is controlled by an android device and displays me... more The project is an electronic notice board that is controlled by an android device and displays message on it. Traditionally, there were notice boards where any information or notice had to be stick daily. This becomes tedious and requires daily maintenance. The project overcomes this problem by introducing an electronic display notice board interfaced to an android device through Bluetooth connectivity. The Bluetooth receives the message from the android device that is sent to an Arduino. Notice board is a primary thing in any institution/organization or public utility places like bus stations, railway stations and parks. But sticking various notices day-to-day is a difficult process. The Notice board is a common display for effective mode of providing information to the people, but this is not easy for updating the messages instantly. This project deals about an advanced Hi-Tech wireless Notice Board. This system is enhanced to display the latest information through an Android appl...
The New advances of virtualization technology in Data Centre lead to the development of features ... more The New advances of virtualization technology in Data Centre lead to the development of features such as High Availability, Disaster Recovery and Fault Tolerance. However, Infrastructure as a Service (IaaS) computing clouds that span across distributed areas require evens a more advanced mechanism. A Disaster Tolerance (DT) enablement solution that covers storage and VM migration in IaaS clouds computing. Technical aspects of implementation are highlighted, detailing the DT algorithm using cloud computing.
Grid is a generalized network computing system that is supposed to scale to Internet levels and h... more Grid is a generalized network computing system that is supposed to scale to Internet levels and handle data and computation seamlessly. Grid computing an extension of distributed computing supports computation across multiple administrative domains which enable it to be distributed over a local, metropolitan or wide area network. Grid infrastructure is a large set of nodes geographically distributed and connected by a communication. As, the users can access the resources simply and transparently without knowing where they are physically located, there are many challenges involved for constructing the grid environment. This paper gives a detailed survey on the challenges and characteristics of the grid and how to manage the resources in the grid environment. This paper also deals with the security issues related to grid. Keywords-Grid computing, Grid Architecture, Grid
Wireless sensor network has been a field where node's clock synchronization has been a huge probl... more Wireless sensor network has been a field where node's clock synchronization has been a huge problem from decades to successfully transmit the data from source to destination there have been many research works about clock synchronization in Wireless sensor network in the literature and so many methods and protocols are proposed. Existing time synchronization algorithms provide on average good synchronization between a whole network, however, as we show in this paper, neighbour nodes in a network may be synchronized poorly. We propose the Distributed Clock Synchronization Algorithm (DCSA) which is designed to provide accurately synchronized clocks between nearest-neighbours. DCSA works in a completely decentralized fashion: Every node periodically broadcasts its time information. Synchronization messages received from direct neighbours are used to calibrate the logical clock. The algorithm requires neither a tree topology nor a reference node, which makes it robust against link and node failures.
The challenge of the S emantic Web Mining technologies in the e-Learning domain can relate to the... more The challenge of the S emantic Web Mining technologies in the e-Learning domain can relate to the provision of personalized experiences for the users. Particularly, these applications can take into consideration the individual needs and requirements of learners. In this paper, we propose a framework for personalised e-Learning based on aggregate usage profiles and a domain ontology. We have distinguished two stages in the whole process, one of offline tasks that includes data preparation, ontology creation and usage mining and one of online tasks that concerns the production of recommendations.
SSRN Electronic Journal, 2021
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Papers by Ramesh Prajapati