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Browsing by Author "Hossain, Syeda Sumbul"

Browsing by Author "Hossain, Syeda Sumbul"

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  • Assessing the Effectiveness of Topic Modeling Algorithms in Discovering Generic Label with Description 
    Rahman, Shadikur; Hossain, Syeda Sumbul; Arman, Md. Shohel; Rawshan, Lamisha; Toma, Tapushe Rabaya; Rafiq, Fatama Binta; Md. Badruzzaman, Khalid Been (Springer, 2020-02-13)
    Analyzing short text or documents using topic modeling becomes a popular solutions for the increasing number of documents produced in everyday life. For handling the large amount of documents, many topic modeling algorithms ...
  • Bangladeshi Stock Price Prediction and Analysis with Potent Machine Learning Approaches 
    Das, Sajib; Arman, Md. Shohel; Hossain, Syeda Sumbul; Islam, Md. Sanzidul; Himu, Farhan Anan; Shakir, Asif Khan (Springer, 2020-07-30)
    Stock price forecasting, is one of the most significant financial complexities, since data are not reliable and noisy, impacting many factors. This article offers a machine learning model for the stock price prediction ...
  • Challenges and Mitigation Strategies in Reusing Requirements in Large-scale Distributed Agile Software Development 
    Hossain, Syeda Sumbul (Advances in Intelligent Systems and Computing, Springer, 2019-07-09)
    Requirements re-usability in a distributed software development project is applied to increase system productivity, reliability, quality, decreasing system development sprint and maintaining consistency between two identical ...
  • A Comparative Study on GA-based Scheduling on Cloud Computing 
    Rawshan, Lamisha; Rahman, Tasnim; Begum, Afsana; Hossain, Syeda Sumbul; Bhuiyan, Touhid (Scopus, 2020)
    Cloud computing provides data storage and computing power based on user demand by assigning tasks to virtual resources. To deliver overall improved performance and meet challenges such as availability, resource utilization ...
  • Configuring Appium for IOS Applications and Test Automation in Multiple Devices 
    Chowdhury, Raiyan Rahman; Hossain, Syeda Sumbul; Arafat, Yeasir; Siddiqui, Bushrat Jahan (ACM International Conference Proceeding Series, 2020-05-13)
    With the ever-expanding of mobile technologies, maintaining software quality becomes a challenging job as a high volume of analyzes and high arrangements of features ought to be tested. Today, organizations are investing ...
  • Context-based News Headlines Analysis 
    Hossain, Syeda Sumbul; Arafat, Yeasir; Hossain, Md. Ekram (Vietnam Journal of Computer Science, 2021)
    Online news blogs and websites are becoming influential to any society as they accumulate the world in one place. Aside from that, online news blogs and websites have efficient strategies in grabbing readers’ attention by ...
  • Context-based News Headlines Analysis Using Machine Learning Approach 
    Rahman, Shadikur; Hossain, Syeda Sumbul; Islam, Saiful; Chowdhury, Mazharul Islam; Rafiq, Fatama Binta; Badruzzaman, Khalid Been Md. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, 2019-08-09)
    An increasing number of people are changing their way of thinking by reading news headlines. The interactivity and sincerity present in online news headlines are becoming influential to society. Apart from that, news ...
  • Customer Feedback Prioritization Technique 
    Hossain, Syeda Sumbul; Jubayer, S. A. M.; Rahman, Shadikur; Bhuiyan, Touhid; Rawshan, Lamisha; Islam, Saiful (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, 2019-06-29)
    Nowadays, a startup is being very popular and entrepreneurs are increasing day by day. Though we are watching many successful startups e.g. Dropbox, Amazon, Viber and so on, the list of unsuccessful startups is very long. ...
  • Dataset on the Influence of Software Development Agility on Software Firms' Performance in Bangladesh 
    Sadia, Farzana; Mahmud, Imran; Dhar, Eva; Jahan, Nusrat; Hossain, Syeda Sumbul; Satter, A.K.M.Zaidi (Data in Brief, Elsevier, 2019-04)
    The article identifies the relationship among different agile software development approaches such as response extensiveness, response efficiency, team autonomy, team diversity, and software functionality that software ...
  • Measuring the Effectiveness of Software Code Review Comments 
    Hossain, Syeda Sumbul; Arafat, Yeasir; Hossain, Md. Ekram; Arman, Md. Shohel; Islam, Anik (Communications in Computer and Information Science, Springer, 2020-07-18)
    Code reviewing becomes a more popular technique to find out early defects in source code. Nowadays practitioners are going for peer reviewing their codes by their co-developers to make the source code clean. Working on a ...
  • Performance Assessment of Multiple Machine Learning Classifiers for Detecting the Phishing URLs 
    Rahman, Sheikh Shah Mohammad Motiur; Rafiq, Fatama Binta; Toma, Tapushe Rabaya; Hossain, Syeda Sumbul; Biplob, Khalid Been Badruzzaman (Scopus, 2020-01-09)
    In the field of information security, phishing URLs detection and prevention has recently become egregious. For detecting, phishing attacks several anti-phishing systems have already been proposed by researchers. The ...
  • Polynomial Topic Distribution with Topic Modeling for Generic Labeling 
    Hossain, Syeda Sumbul; Ul-Hassan, Md. Rezwan; Rahman, Shadikur (Communications in Computer and Information Science, Springer, 2019-07-19)
    Topics generated by topic models are typically reproduced as a list of words. To decrease the cognitional overhead of understanding these topics for end-users, we have proposed labeling topics with a noun phrase that ...
  • Real-time Driver Drowsiness Detection using Deep Learning 
    Dipu, Md. Tanvir Ahammed; Hossain, Syeda Sumbul; Arafa, Yeasir; Rafiq, Fatama Binta (Scopus, 2021)
    Every year thousands of lives pass away worldwide due to vehicle accidents, and the main reason behind this is the drowsiness in drivers. A drowsiness detection system will help to reduce this accident and save many lives ...
  • Relative Direction: Location Path Providing Method for Allied Intelligent Agent 
    Kabir, S. Rayhan; Alam, Mirza Mohtashim; Allayear, Shaikh Muhammad; Munna, Md Tahsir Ahmed; Hossain, Syeda Sumbul; Rahman, Sheikh Shah Mohammad Motiur (Springer Nature, 2018-10-31)
    The most widely recognized relative directions are left, right, forward and backward. This paper has presented a computational technique for tracking location by learning relative directions between two intelligent agents, ...
  • Requirements Re-usability in Global Software Development 
    Hossain, Syeda Sumbul; Arafat, Yeasir; Amin, Tanvir; Bhuiyan, Touhid (Scopus, 2020)
    In global software development, requirements re-usability is a common practice which ultimately helps to maintain project quality and reduce both development time and cost. However, when a large-scale project is distributed, ...
  • SCMA: A Lightweight Tool to Analyze Swift Projects 
    Rabbi, Fazle; Hossain, Syeda Sumbul; Arefin, Mir Mohammad Samsul (Daffodil International University, 2022-05-19)
    In global software engineering, practitioners use code metrics analyzers to measure code quality to detect code smells or any technical debt early at the development phase. Different tools exist to evaluate these metrics ...
  • Software Process Metrics in Agile Software Development 
    Hossain, Syeda Sumbul; Ahmed, Pollab; Arafat, Yeasir (Scopus, 2021)
    Software process metrics are being used for improving agile processes in software companies. This helps a lot in managing customer satisfaction and the growth of the company. Different studies have stated different process ...

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