International Journal on Future Revolution in Computer Science & Communication Engineering
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Analysis of Computational Thinking Process (Theoretical)
Get PDFBefore the era of computers, the problem and the procedure to solve must be understood but now in the modern era with the access of advanced technologies, we need to look for the ways to solve a problem where computational thinking plays a vital role. Computers may help us solve the problems but before a problem can be tackled we should understand it correctly to create a solution for it
Decoding Captcha using Machine Learning for Identifying Criminal Attempts
Get PDFCompletely Automated Public Turing Tests to Tell Computers and Humans Apart (CAPTCHAs) is a computer program which is meant to set humans and machines apart. In simple terms it is a system which identifies whether the user is a human or a machine. We use Captcha very often in our daily basis when we try to access internet. Captcha is meant for security. Decoding or recognizing the patterns of Captcha can help us know about any morally offensive activities taking place prior. Also we can stalk the systems of those who tend to misuse their powers and cause harm to the country. They are designed in such a way that they are solved by humans and unsolvable by machines.We can use convolutional neural networks and recurrent neural networks instead of the conventional methods of CAPTCHA breaking based on segmenting and recognizing a CAPTCHA. This paper mainly focuses on training a machine to decode Captcha which can be used to identify the criminal activities stalking the criminal activities in advance as well
Robotic Process Automation: The Virtual Workforce
Get PDFThe use of artificial intelligence is developing very rapidly and has already affected the lives of thousands of people. The increasing use of automation in our daily lives have changed our lives completely. From our homes to our offices everything is automated, we have bought automation to almost every static operation possible. Now, with the help of RPA we can bring automation to various dynamic operations as well. RPA is able to interact with the environment and take decisions based on that. Earlier the thing which differentiated humans from machines was the out of the box thinking, and the ability to take decisions based on environment, but this no longer holds true. Robotic Process Automation has automated the automation. Earlier the technologies were focusing on increasing labour efficiency, but now the focus has shifted to labour elimination. In order to cope up with the fast pace of automation industry we need to have a better understanding of RPA and learn how it helps to increase the efficiency and decrease costs. In this paper we have discussed about RPA and how it can affect our daily lives. This paper is aimed to provide a systematic study of RPA with an example of its use is e-commerce industry
Early Brain Tumour Detection in MRI Using Enhanced Segmentation Approach
No full textTumour is the abnormal growth of cells in any part of the human body. There are different types of tumour with different properties and treatments. Brain tumour is the abnormal growth of cells in the human brain and it is most dangerous to mankind. There are different stages in brain tumour like benign, pre-malignant, malignant. Detecting the tumour in early stages makes the treatment easier. The main emphasis of this paper is to develop an application system which detects the tumour in human brain through MRI and CT images employing image processing algorithms. Detecting the brain tumour has some steps like pre-processing, segmentation, morphological operations for extracting tumour area which is discussed in this paper in detail
A Proposed Approach to Detect Sybil Attack Using SBDM in Wireless Sensor Networks
Get PDFRecent advances in wireless and electronic communications have allowed the implementation of low-cost multifunction sensors, low power consumption and low power consumption, and communicate in a few words. Smart and cheap sensors, connected to the network through wireless connections and distributed in large quantities, offer unprecedented opportunities to monitor and control homes, cities and the environment. In addition, the sensors connected to the network use a wide range of applications within the defense area, generating new functions for recognition and surveillance and various tactical applications. Sybil is one of the most terrible attacks is the cloning attack of nodes, in which the attacker captures the node and extracts its secret information, creates replicas and inserts other malicious behavior into the network. In this document, sink Based detection mechanism (SBDM) have been proposed to detect and mitigate this attack
Topological Strategies for the Investigation of Tall Dimensional Information Sets and 3D Protest Acknowledgment
Get PDFThis examination introduces a technique for distinguishing an item by utilizing a few highlights. Highlights are removed dependent on the measurable dissemination of focuses on the bitmap picture of the shape. It identify the state of a picture by utilizing geometrical highlights and afterward select the grouped of picture that coordinated that shape from an enormous database. In this methodology the picture of item are separated into zones and discover some element of each zone. The extricated highlights are utilized for characterization dependent on zones. To settle on a choice for arrangement the component of zone are separated according to the limit structure fragment the entirety of ON or frontal area pixels in every limit portion, an edge between the beginning and completion focuses, a separation between the beginning and consummation focuses, centroid of each zone, an edge between the beginning and centroid focuses, a separation between the beginning and centroid focuses, an edge between the centroid and closure focuses, a separation between the centroid and closure focuses and so forth
A Semi-Total Domination Number of a Graph
Get PDFThis thesis work on the two parameters that is very important domination parameters, one parameter is known as domination number and other parameter is called as total domination number. S is defined as a set of vertices in a graph G. We characterize a set S of vertices in a graph G with no segregated vertices to be a semitotal overwhelming arrangement of G in the event that it is a ruling arrangement of G and furthermore every vertex in S is inside separation 2 of another vertex of S. The semitotal domination number, indicated by is the base cardinality of a semitotal ruling arrangement of G. We demonstrate that on the off chance that G is an associated graph on n ? 4 vertices, at that point and we describe the trees and diagrams of least degree 2 arriving at this bound
Resource Management Optimally in Non-Orthogonal Multiple Access Networks for Fifth-Generation by using Game-Theoretic
Get PDFIn this paper, several number of users were optimized in resource allocation management by applying the game theory User-sub-channel-Soap Matching Algorithm (USMA) in Non-Orthogonal Multiple Access (NOMA) for fifth-generation wireless networks. multiple access users can be increased up to 63 users in NOMA. This method reduces interference between users, which include costs, and resource to access for other users
Performance Comparison of Static CMOS and Domino Logic Style in VLSI Design: A Review
Get PDFOf late, there is a steep rise in the usage of handheld gadgets and high speed applications. VLSI designers often choose static CMOS logic style for low power applications. This logic style provides low power dissipation and is free from signal noise integrity issues. However, designs based on this logic style often are slow and cannot be used in high performance circuits. On the other hand designs based on Domino logic style yield high performance and occupy less area. Yet, they have more power dissipation compared to their static CMOS counterparts. As a practice, designers during circuit synthesis, mix more than one logic style judiciously to obtain the advantages of each logic style. Carefully designing a mixed static Domino CMOS circuit can tap the advantages of both static and Domino logic styles overcoming their own short comings
Analysis of Different Websites' Cross-Browser Compatibility as a Design Issue
Get PDFWebsites are a crucial part of communication in the modern era of information technology. It takes a lot of work from various institutions and organizations to present comprehensive information on attractive websites. Websites serve as an online agent that enables users to complete their tasks without physically visiting the businesses. The designer of a website gives it a highly critical inspection so that users can access all of the services of the relevant institutions or organizations online.
The obligation of the website designer and the relevant institutions/organizations multiplies in order to ensure websites behave similarly across all of the various browsers used by the various kinds of visitors.
In order to explore cross-browser compatibility as a Design issue in several types of websites, such as job portals, government, educational, commercial, and social networking, the author of this research paper created an online tool utilizing the.NET Framework and C#. The automated tool created by the author operates in accordance with the various standards outlined in the W3C guidelines document UAAG 2.0, acts as a parser, renders the entire website's source code, and generates results based on how websites behave in the five most popular and widely used browsers, including Internet Explorer, Chrome, Safari, and Firefox. Every Browser is tried based on the five boundaries which are remembered for the parser are Blinking, Active X control, Site Resolution; picture Formats, HTML Tag mistakes. The results acquired subsequent to testing five unique classes of sites shows that instructive and long range interpersonal communication locales shows least similarity in numerous programs where as work gateways, business and government sites shows 100 percent consistence to the web composition principles suggested by W3C w.r.t. program similarity of various sites on different perusing stage