Search Results - "Muhammad Johan Alibasa"

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  1. 1

    Towards Generating Unit Test Codes Using Generative Adversarial Networks by Alibasa, Muhammad Johan, Purwanto, Rizka Widyarini, Priyadi, Yudi, Riskiana, Rosa Reska

    “…Unit testing is one of the important software development steps to ensure the software’s quality. Despite its importance, unit testing is often neglected since…”
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    Journal Article
  2. 2

    Automated Assessment Tool for Teaching Web Application Developmen by Suleiman, Basem, Alibasa, Muhammad Johan, Wang, Anthony

    “…This research paper proposes the design and im-plementation of automated testing tool specifically tailored for supporting the learning and training of web…”
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    Conference Proceeding
  3. 3

    Privacy-Aware Anomaly Detection in IoT Environments using FedGroup: A Group-Based Federated Learning Approach by Zhang, Yixuan, Suleiman, Basem, Alibasa, Muhammad Johan, Farid, Farnaz

    Published in Journal of network and systems management (01-03-2024)
    “…The popularity of Internet of Things (IoT) devices in smart homes has raised significant concerns regarding data security and privacy. Traditional machine…”
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    Journal Article
  4. 4

    Predicting Mood from Digital Footprints Using Frequent Sequential Context Patterns Features by Alibasa, Muhammad Johan, Calvo, Rafael A., Yacef, Kalina

    “…Understanding the relationship between technology and wellbeing is important in order to raise awareness and to improve interaction designs with digital…”
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    Journal Article
  5. 5

    Implementation Genetic Algorithm for Optimization of Kotlin Software Unit Test Case Generator by Satria Permana, Mohammad Andiez, Muhammad Johan Alibasa, Sri Widowati

    “…Unit testing has a significant role in software development and its impacts depend on the quality of test cases and test data used. To reduce time and effort,…”
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    Journal Article
  6. 6

    Doing and Feeling: Relationships Between Moods, Productivity and Task-Switching by Alibasa, Muhammad Johan, Purwanto, Rizka W., Yacef, Kalina, Glozier, Nick, Calvo, Rafael A.

    Published in IEEE transactions on affective computing (01-07-2022)
    “…Digital technology influences behaviours, moods and wellbeing. The relationships are complex, but users are increasingly interested in finding how to balance a…”
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    Journal Article
  7. 7

    Validating Requirement Specification Using Text Mining Analysis by Rizkifar, Muhamad Azmi, Priyadi, Yudi, Alibasa, Muhammad Johan

    “…Requirement elicitation is the first step of requirement engineering where software developers focus on obtaining the users' needs and produce a requirement…”
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    Conference Proceeding
  8. 8

    The Impacts of Test Driven Development on Code Coverage by Taufiqurrahman, Fahmi, Widowati, Sri, Alibasa, Muhammad Johan

    “…Testing is one of the most important phases in the software development life cycle. To emphasize this importance, Test Driven Development (TDD) is developed…”
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    Conference Proceeding
  9. 9

    Source Code Preprocessing Method Analysis in Unit Test Code Classification by Rasyid, Anas, Alibasa, Muhammad Johan, Selviandro, Nungki, Priyadi, Yudi

    “…Machine learning has been applied on datasets that consist of source codes to perform programming language classification. However, there has been no study…”
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    Conference Proceeding
  10. 10

    Usability Analysis of My TelU Application Using System Usability Scale by Sigalingging, Fajar Angga Liberty, Alibasa, Muhammad Johan, Nuha, Hilal Hudan

    “…My TelU application is a mobile application developed by Telkom University to support and improve the quality of mobile-based learning systems. This…”
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    Conference Proceeding
  11. 11

    Smart Attendance for Lecture with Physical Distancing Based on The Internet of Things (IoT) by Jundi Rabbany, Nur Fauzan, Nuha, Hilal Hudan, Alibasa, Muhammad Johan

    “…Currently the world is being reported with the emergence of a new virus, namely the Covid-19 virus, so the Indonesian government implements a Health protocol…”
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    Conference Proceeding
  12. 12

    Optimisation of federated learning settings under statistical heterogeneity variations by Suleiman, Basem, Alibasa, Muhammad Johan, Purwanto, Rizka Widyarini, Jeffries, Lewis, Anaissi, Ali, Song, Jacky

    Published 10-06-2024
    “…Federated Learning (FL) enables local devices to collaboratively learn a shared predictive model by only periodically sharing model parameters with a central…”
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    Journal Article
  13. 13

    Clean Architecture Implementation Impacts on Maintainability Aspect for Backend System Code Base by Nugroho, Yosep Novento, Kusumo, Dana Sulistyo, Alibasa, Muhammad Johan

    “…The rapid growth of backend technology correlates positively with the number of problems that arise. One of the issues is the negligence of following an ideal…”
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    Conference Proceeding
  14. 14

    Measurement of Similarity Between Requirement Elicitation and Requirement Specification Using Text Pre-Processing in the Cinemaloka Application by Pamungkas, Junifar Adam, Priyadi, Yudi, Alibasa, Muhammad Johan

    Published in 2022 IEEE World AI IoT Congress (AIIoT) (06-06-2022)
    “…There are differences in perceptions between Clients and Developers regarding software requirements specifications therefore, research is needed to determine…”
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    Conference Proceeding
  15. 15

    Developing a Horror Game with Game Development Life Cycle Method using Unity Game Engine by Hidayat, Rahmat, Bawono, Marastika Wicaksono Aji, Alibasa, Muhammad Johan

    “…Video games are entertainment media that are available on various devices from mobile devices to personal computers and gaming consoles. Video games are also…”
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    Conference Proceeding
  16. 16

    Intelligent Failure Prediction in Industrial Vehicles by Suleiman, Basem, Anaissi, Ali, Zhan, Bochao, Alibasa, Muhammad Johan

    “…We propose a data-driven approach for predicting potential malfunction of concrete pump vehicles. Our approach is based on a novel machine learning model…”
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    Conference Proceeding
  17. 17

    Flutter Framework Code Portability Measurement on Multiplatform Applications with ISO 9126 by Faiz, Muhammad Akbar, Kusumo, Dana Sulistiyo, Alibasa, Muhammad Johan

    “…Multiplatform development aims to develop applications that are able to run on multiple platforms. However, multiplatform development usually has issue where…”
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    Conference Proceeding
  18. 18

    Naive Bayes Classification Model for Precondition-Postcondition in Software Requirements by Fadhlurrohman, Daffa Hilmy, Sabariah, Mira Kania, Alibasa, Muhammad Johan, Husen, Jati Hiliamsyah

    “…The quality of a test case primarily depends on the software requirements. However, manually identifying crucial elements like preconditions and…”
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    Conference Proceeding
  19. 19

    Automated Test Case Generation from Activity Diagram using Depth-First Search by Rubiyo, Ignasius Teguh Raharjo, Alibasa, Muhammad Johan, Riskiana, Rosa Reska

    “…Test cases are essential parts to perform software testing as they play very significant role defining the test steps to work. Test cases can be generated…”
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    Conference Proceeding
  20. 20

    Development of a Monitoring and Guidance Android Application for Pregnant Women by Renhoran, Ahmad Maulana, Alibasa, Muhammad Johan, Nuha, Hilal H., Bawono, Marastika W. Aji

    “…Maternal mortality rates persist at high levels in many countries, underscoring the imperative to address challenges such as information gaps, delays in…”
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    Conference Proceeding