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Browsing 2021 by Subject "Machine Learning"

Browsing 2021 by Subject "Machine Learning"

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  • AI-Based File-Less Malware Detection Engine 
    De Alwis, D. R. D (2021)
    " The threat footprint has been changed with the evolution of cybersecurity countermeasures over the past few decades, especially in the malware industry from traditional file-based malware to file-less malware. ...
  • "Construction cost predictor : ML based approach to predict cost of construction projects " 
    Chanthirapalan, T (2021)
    " Construction costs are an aspect of each contract for a building project, so they are a source of significant importance to project participants. Despite the value of costs in building projects, cost overruns are a ...
  • DEFINDER: Machine learning approaches towards employee recognition system 
    Artheesan, S (2021)
    " Machine learning gives machines capacity to learn about data and perform assignments without unequivocally programming. It is perhaps the main segment in man-made consciousness and serves to successfully tackle ...
  • DEPRONE : Decentralized proved news 
    Nufail, M. I. M (2021)
    " News media is one of the most trending and active domains across the world. However, the chances of vulnerability increases when the consumption of the news increases. Many pieces of research are being taken to ...
  • ELSENT: Automated sentimental analysis based on cognitive approach 
    Thejana, P. W. G. B. N (2021)
    " The human brain is not just a device for interpreting information; it is also a system in which cognitive and affective processes are intimately connected. Any learning process involves this interaction between ...
  • Generating an Efficient study planner for student 
    Abirami, S (2021)
    " The education is the main component which decides the development of the worldwide national human resources. Studying is important since it helps a person to develop the personal skills and a complete education. It ...
  • Geographical information system for education development 
    Perera, W. I. L. A (2021)
    " The Education domain is the big domain in the world and there are lot of sub domains available. Considering about the infrastructure and other physical facilities some of them are needed to improve. For those ...
  • Improving Safety for Infant’s Sleep from SIDS using Image Recognition 
    Piyaratne, M. A. M. D (2021)
    " In a world where productivity is key and an economy where inflation is rising at a staggering rate, household find it harder and harder to meet basic needs, let alone be able to hire afford childcare while they ...
  • Intelligent Review Analysis System 
    Karunarathna, R. D. A. N (2021)
    " A customer review is an opinion shared by a customer towards his or her experience in a certain product, brand, or service. These customer reviews directly impact human choices are always influenced by the opinions ...
  • K-means Clustering based ranking system to select best players among domestic cricketers 
    Dissanayake, G.S (2021)
    " Data science is a wide field of study that consist of data systems and processes that aims to use a scientific approach to maintain data sets and derive meaning from data. On the other hand, Machine Learning is the ...
  • A Machine Learning Approach to Detect Image Based Web Phishing Attempts 
    Abeysooriya, S.R (2021)
    " Phishing is one of the oldest type of cybercrimes which tricks people to obtain their sensitive information such as usernames, passwords, and credit card information. Time to time the attackers have changed their ...
  • Mood detection through mobile phone sensing 
    Alwis, L. B. C (2021)
    " Human mood plays a vital role in both the day-to-day lives of people and their mental health. Increased awareness of our own emotions can enhance the quality of our day to-day lives and improve our mental health. Mood ...
  • Novel hybrid deep learning approach to accelerate detection of network instruction 
    Ramasinghe, N.S (2021)
    " With society’s increasing dependency on computer networks for collaboration, information, profit and recreation, there is also a greater need for maintaining the security and safety of our communication channels. Reducing ...
  • Share market prediction system for Colombo stock exchange using ANN, RPA & ML 
    Ratnayake, D. U. G. N (2021)
    " Investing in stock market is trending topic nowadays. Most of the young generation is tended to invest in the stock market. This research is to predict the future market values of the stocks and recommend the best ...
  • Stock market day end prediction with stock index forecasting 
    Anantharasa, P (2021)
    " Stock market is a crucial factor which contributes to the development of a country. The reason for considering this statement is because of the transactions that happen in the trading time brings out huge capital ...
  • T20 Score and Winner Prediction using Machine Learning 
    Ajipraj, L (2021)
    " As the T20 format is a unique arrangement of cricket betting on, it has been increasing. This way, the prediction has a significant impact in aiding the franchisee in betting. Anticipating requires various features ...
  • Tea rating system based on valuation comments 
    Mathagadeera, C.N (2021)
    " Predict the rankings for the tea using the valuation comments is a part of sentiment analysis, this is the task of using natural language processing to determine whether a piece of text contains some subjective ...
  • Tile Design Recommender System for House Construction 
    Kariyawasam, A. T. E (2021)
    " People are always trying to choose or buy something by themselves, because they can check the quality of the product before buying. But due to the busy schedule of the day today life, people tend to buy things quickly ...
  • TWITHERING-TRACKER: Tea withering process time prediction 
    Gamage, R.T (2021)
    " Tea is the second most famous beverage of the world which is widely used. Compared to other crops, tea industry is one of the prominent industries in Sri Lankan Economy. Tea manufacturing has lots of inside processes ...
  • Used vehicle price prediction system 
    Marasinghe, M. A. A. S (2021)
    " With the increase of vehicle imports, used vehicle market has become popular and interesting. With the market popularity and no prior knowledge about used vehicles, many people get fraud to the vehicle dealers and ...

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