Global Journal of Computer Science and Technology (GJCST)
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Cryptocurrency based on Blockchain Technology
Full text linkThe state of Palestine does not own national currency so Palestine loses a lot of money yearly due to the use of foreign currencies and the Paris Protocol agreement prevents Palestinian own currency For that the crypto-currencies based on block-chain instead of physical currency will help the state of Palestine to avoid the obstacles that prevent to own currency In this paper we will study the cryptocurrency based on Blockchain technology that uses peer-to-peer P2P and timestamp server In additional exploring the main components of bitcoin currency as an exampl
ICA and Sparse ICA for Biomedical Signals
Full text linkBiomedical signs or bio signals are a wide range of signals obtained from the human body that can be at the cell organ or sub-atomic level Electromyogram refers to electrical activity from muscle sound signals electroencephalogram refers to electrical activity from the encephalon electrocardiogram refers to electrical activity from the heart electroretinogram refers to electrical activity from the eye and so on Monitoring and observing changes in these signals assist physicians whose work is related to this branch of medicine in covering predicting and curing various diseases It can also assist physicians in examining prognosticating and curing numerous condition
Cybersecurity and Cyber Defence: Nationwide Level Strategic Method
Full text linkData working knowledge OT and an extensive range of other practices tools and concepts are all comprised under the canopy term of cybersecurity The aggressive use of info skill to bout opponents is a characteristic eye of cyberse-curity Clienteles and security doctors are misinformed and the significant changes between these sentences are hidden by the use of the term cybersecurity as a key challenge and a substitute for info security or IT security The period cybersecurity should only be used to mention to security practices related to self-justifying actions involving or relying on info skill and or working knowledge surroundings and schemes according to the orientation of security leaders In this paper we define cyberse-curity and thoughtful how info securit
The Study and use of Dynamic Programming
Full text linkWhen learning algorithms for the first time dynamic programming is one area that is not well understood but it is also a part that should be studied It has been used effectively in numerous fields such as controlling human movement distributing hydroelectric resources and gene sequencing The dynamic programming principle is explained in detail in this article Comparing it to other algorithms at the same time we are able to comprehend dynamic programming s nature as well as its benefits and drawbacks when compared to alternative techniques for problem-solving On the basis of pertinent application examples it then explores the dynamic programming problem-solving techniques and stage
A Smart Contract Blockchain Penetration Testing Framework
Full text linkLikened to old-style contracts smart agreements motorized by blockchain ensure that deal processes are real safe then well-organized Without the need aimed at third-party mediators like lawyers smart contracts enable transparent processes cost-effectiveness time efficiency and trust lessness While old-style cybersecurity attacks on keen agreement requests can be thwarted by blockchain new threats and attack vectors are constantly emerging which affect blockchain in a manner alike toward additional web and application-based systems Organizations can develop and use the technology securely with connected infrastructure by using effective blockchain testing However the authors discovered throughout the sequence of their investigate that Blockchain technology has security issues like permanent dealings insufficient access and ineffective plans Web portals and other applications do not contain attack vectors like these This study introduces a brand new penetration testing framework for decentralized apps and clever contracts Results from the suggested penetration-testing methodology were com-pared by those from automatic diffusion examination scanners by the authors The findings revealed gaps in vulnerabilities that were not disclosed during routine pen testin
Applications of Emerging Smart Technologies in Farming Systems: A Review
Full text linkThe future of farming systems depends mainly on adopting innovative intelligent and smart technologies The agricultural sector s growth and progress are more critical to human survival than any other industry Extensive multidisciplinary research is happening worldwide for adopting intelligent technologies in farming systems Nevertheless when it comes to handling realistic challenges in making autonomous decisions and predictive solutions in farming applications of Information Communications Technologies ICT need to be utilized more Information derived from data worked best on year-to-year outcomes disease risk market patterns prices or customer needs and ultimately facilitated farmers in decision-making to increase crop and livestock production Innovative technologies allow the analysis and correlation of information on seed quality soil types infestation agents weather conditions etc This review analysis highlights the concept methods and applications of various futuristic cognitive innovative technologies along with their critical roles played in different aspects of farming systems like Artificial Intelligence AI IoT Neural Networks utilization of unmanned vehicles UAV Big data analytics Blok chain technology et
A Study of Artificial Intelligence in Education
Full text linkArtificial Intelligence AI refers to the simulation of human intelligence in machines that are programmed to think and mimic human cognitive processes It includes a wide range of tools that enable machines to carry out operations that otherwise need human intelligence Learning logical thinking problem-solving perception speech recognition and language understanding are some of these tasks One of the key areas where AI will have a profound effect is education Both students and teachers benefit from enhanced educational experiences because of AI It offers a personalized learning experience Although AI in education hasn t received much attention over the years understanding its concepts functions methodology and applications would provide the groundwork for the development of the education secto
Traffic Flow Forecast based on Vehicle Count
Full text linkReal-time traffic predictions have now become a time-being need for efficient traffic management due to the exponentially increasing traffic congestion In this paper a more pragmatic traffic management system is introduced to address traffic congestion especially in countries such as Sri Lanka where there is no proper traffic monitoring database Here the real-time traffic monitoring is performed using TFmini Plus light detection and ranging LiDAR sensor and vehicle count for next five minutes will be predicted by feeding consecutively collected data into the LSTM neural network More than ten separate prediction models were trained varying both window size and the volume of input data delivered to train the models Since the accuracy results of all prediction models were above 70 it demonstrates that this system can produce accurate predictions even if it is trained using less input data collection Similarly the sensor accuracy test also resulted in 89 7 accurac
Application of Meta-Programming Techniques for Accelerating Software Development and Improving Quality.
Full text linkAnnotation- A contemporary software tool has been devised to evaluate software quality through metric analysis techniques This tool calculates pertinent metrics utilizing quality indicators and establishes a composite quality indicator value for software products The intricacies of software quality assessment processes have been elucidated including the examination of software quality s standardization as well as the presentation level of its model This enables the potential for enhancement through the formulation of suitable criteria for quality assessment refining models for metric analysis and quantitatively measuring quality across all phases of project implementation Notably the use of metric analysis to gauge software quality reveals a lack of standardized metrics resulting in varying assessment methods and metrics from different measurement system providers Interpreting metric values also proves challenging for most software users due to a lack of clarity and informativeness Furthermore it has been discovered that while decisions based on cost development duration and designer company reputation influence software implementation choices they do not always guarantee optimal software qualit
Entity Matching for Digital World: A Modern Approach using Artificial Intelligence and Machine Learning
Full text linkEntity matching is the field of research solving the problem of identifying similar records which refer to the same real-world entity In today s digital world business organizations deal with large amount of data like customers vendors manufacturers etc Entities are spread across various data sources and failure to correlate two records as one entity can lead to confusion Relationships and patterns would be missed Aggregations and calculations won t make any sense It is a significant data integration effort that often arises when data originate from different sources In such scenarios we understand the situation by linking records and then track entities from a person to a product etc There is appreciable value in integrating the data silos across various industrie