Search Results - "Alibasa, Muhammad Johan"
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1
Towards Generating Unit Test Codes Using Generative Adversarial Networks
Published in Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) (Online) (29-04-2022)“…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
Automated Assessment Tool for Teaching Web Application Developmen
Published in 2024 36th International Conference on Software Engineering Education and Training (CSEE&T) (29-07-2024)“…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
Privacy-Aware Anomaly Detection in IoT Environments using FedGroup: A Group-Based Federated Learning Approach
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
Predicting Mood from Digital Footprints Using Frequent Sequential Context Patterns Features
Published in International journal of human-computer interaction (15-06-2023)“…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
Implementation Genetic Algorithm for Optimization of Kotlin Software Unit Test Case Generator
Published in Jurnal ilmu komputer dan informasi (Journal of computer science and information) (Online) (25-02-2024)“…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
Doing and Feeling: Relationships Between Moods, Productivity and Task-Switching
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
Validating Requirement Specification Using Text Mining Analysis
Published in 2023 3rd International Conference on Electronic and Electrical Engineering and Intelligent System (ICE3IS) (09-08-2023)“…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
The Impacts of Test Driven Development on Code Coverage
Published in 2022 1st International Conference on Software Engineering and Information Technology (ICoSEIT) (22-11-2022)“…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
Source Code Preprocessing Method Analysis in Unit Test Code Classification
Published in 2022 1st International Conference on Software Engineering and Information Technology (ICoSEIT) (22-11-2022)“…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
Usability Analysis of My TelU Application Using System Usability Scale
Published in 2022 9th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) (06-10-2022)“…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
Smart Attendance for Lecture with Physical Distancing Based on The Internet of Things (IoT)
Published in 2022 9th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) (06-10-2022)“…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
Optimisation of federated learning settings under statistical heterogeneity variations
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
Clean Architecture Implementation Impacts on Maintainability Aspect for Backend System Code Base
Published in 2022 10th International Conference on Information and Communication Technology (ICoICT) (02-08-2022)“…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
Measurement of Similarity Between Requirement Elicitation and Requirement Specification Using Text Pre-Processing in the Cinemaloka Application
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
Developing a Horror Game with Game Development Life Cycle Method using Unity Game Engine
Published in 2023 International Conference on Data Science and Its Applications (ICoDSA) (09-08-2023)“…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
Intelligent Failure Prediction in Industrial Vehicles
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18-07-2021)“…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
Flutter Framework Code Portability Measurement on Multiplatform Applications with ISO 9126
Published in 2022 1st International Conference on Software Engineering and Information Technology (ICoSEIT) (22-11-2022)“…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
Naive Bayes Classification Model for Precondition-Postcondition in Software Requirements
Published in 2023 International Conference on Data Science and Its Applications (ICoDSA) (09-08-2023)“…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
Automated Test Case Generation from Activity Diagram using Depth-First Search
Published in 2023 International Conference on Data Science and Its Applications (ICoDSA) (09-08-2023)“…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
Development of a Monitoring and Guidance Android Application for Pregnant Women
Published in 2023 3rd International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA) (13-12-2023)“…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