封面图片

Toward Reduction in False Positives Just-In-Time Software Defect Prediction Using Deep Reinforcement Learning

Deep Q-Network (DQN) is a popular deep reinforcement learning algorithm that has demonstrated promising results across a variety of domains. DQN presents a promising solution to the challenge of lowering false positives in software defect prediction, thereby enhancing the reliability of the predicti...

Saved in:

书目详细资料
Main Authors:	Ismail, Ahmad Muhaimin, Ab Hamid, Siti Hafizah, Sani, Asmiza Abdul, Daud, Nur Nasuha Mohd
格式:	Article
出版:	Institute of Electrical and Electronics Engineers 2024
主题:	QA75 Electronic computers. Computer science QA76 Computer software
在线阅读:	http://eprints.um.edu.my/45862/ https://doi.org/10.1109/ACCESS.2024.3382991
标签:	添加标签没有标签, 成为第一个标记此记录!

相似书籍

KCO: Balancing class distribution in just-in-time software defect prediction using kernel crossover oversampling
由: Ismail, Ahmad Muhaimin, et al.
出版: (2024)

Deep Q-network for just-in-time software defect prediction / Ahmad Muhaimin Ismail
由: Ahmad Muhaimin , Ismail
出版: (2023)

The reduction of false positive alarms with data mining classsifier
由: Alshaarani, Omar Abdo Omar,
出版: (2008)

Parallel Network Alert Management System For IDS False Positive Reduction
由: el-Taj, Homam Reda Kamel
出版: (2011)

Enhanced massive training artificial immune recognition system for false positives reduction in lung nodules classification
由: Pheng, H. S., et al.
出版: (2019)

Two stages haar-cascad face detection with reduced false positive
由: Alashbi, A. A. S., et al.
出版: (2019)

A False Alert Reduction And An Alert Score Assessment Framework For Intrusion Alerts
由: Al-Saedi, Karim Hashim Kraidi
出版: (2013)

Security analyses of false positive problem for the SVD-based hybrid digital image watermarking techniques in the wavelet transform domain
由: Makbol, Nasrin M., et al.
出版: (2018)

CHID : conditional hybrid intrusion detection system for reducing false positives and resource consumption on malicous datasets
由: Alaidaros, Hashem Mohammed
出版: (2017)

Just a Few Words
由: Oxley, A.
出版: (2005)

Search space optimization and false alarm rejection face detection framework
由: Sharifara, Ali, et al.
出版: (2015)

False data detection in mobile ad-hoc network based on digital signature
由: Abarghouei, Babak Emami
出版: (2013)

Enhanced face detection framework based on skin color and false alarm rejection
由: Sharifara, Ali
出版: (2015)

Positive Affects Inducer on Software Quality
由: Syed-Abdullah, Sharifah Lailee, et al.
出版: (2009)

Molecular similarity searching based on deep learning for feature reduction
由: Saeed Nasser, Maged Mohammed
出版: (2022)

NFC based attendance: more than just a touch
由: Zuhedy Zay, Aqqiela Zuhra, et al.
出版: (2015)

Feature reduction for molecular similarity searching based on autoencoder deep learning
由: Nasser, Maged, et al.
出版: (2022)

Optimal deep reinforcement learning for intrusion detection in UAVs
由: Praveena, V., et al.
出版: (2022)

Die defect detection for integrated circuit using deep learning object detection techniques
由: Wong, Tack Hwa
出版: (2023)

Deep reinforcement learning for addressing disruptions in traffic light control
由: Rasheed, Faizan, et al.
出版: (2022)

A tuned NSGA-II to optimize the total cost and service level for a just-in-time distribution network
由: Memari, A., et al.
出版: (2017)

Deep reinforcement and transfer learning for abstractive text summarization: A review
由: Alomari, Ayham, et al.
出版: (2022)

Extreme programming and its positive affect on software engineering teams
由: Syed-Abdullah, Sharifah Lailee, et al.
出版: (2009)

Detecting head in pillow defect (HIP) by using deep learning and image processing technique
由: Tan, Wei Jin
出版: (2021)

Combination of generative artificial intelligence and deep reinforcement learning: performance comparison
由: Lim, Fang Nie
出版: (2024)

Efficient way of skull stripping in MRI to detect brain tumor by applying morphological operations, after detection of false background
由: Mohsin, Sajjad, et al.
出版: (2012)

Software Agent with Reinforcement Learning Approach for Medical Image Segmentation
由: Chitsaz, M., et al.
出版: (2011)

Organizational measurement of defect density
由: Hasim, Nurdatillah
出版: (2009)

Automatic transportation mode classification using a deep reinforcement learning approach with smartphone sensors
由: Taherinavid, Siavash, et al.
出版: (2024)

Forensic analysis on false data injection attack on IoT environment
由: Sharul Nizam, Saiful Amin, et al.
出版: (2021)

Using Fuzzy Cognitive Maps to Reduce False Alerts in SOM based Intrusion Detection Sensors
由: Jazzar, Mahmoud, et al.

A method for predicting defects in System Testing for V-Model
由: Muhammad Dhiauddin Mohamed Suffian,, et al.
出版: (2012)

EEDOS: an energy-efficient and delay-aware offloading scheme based on device to device collaboration in mobile edge computing
由: Ranji, Ramtin, et al.
出版: (2020)

A Review of External Wood Defect Detection
由: Jasni, Mohamad Zain, et al.
出版: (2009)

An Empirical Study of Barriers in the Implementation of Software Process Improvement Project in Malaysia
由: Md Nasir, Mohd Hairul Nizam, et al.
出版: (2008)

DeepIPR: Deep neural network ownership verification with passports
由: Fan, Lixin, et al.
出版: (2022)

A Software Requirements Defect Management Approach Using Negotiation Technique To Improve Software Requirements Quality
由: Rosmadi, Nurul Atikah
出版: (2018)

Framework for component-based software engineering of embedded software in resource constrained real-time systems
由: Abg. Jawawi, Dayang Norhayati, et al.
出版: (2008)

The rise of software vulnerability: Taxonomy of software vulnerabilities detection and machine learning approaches
由: Hanif, Hazim, et al.
出版: (2021)

The rise of deep learning in cyber security: Bibliometric analysis of deep learning and malware
由: Nur Khairani, Kamarudin, et al.
出版: (2024)