Review and empirical analysis of machine learning-based software effort estimation

QR Code

Review and empirical analysis of machine learning-based software effort estimation

The average software company spends a huge amount of its revenue on Research and Development (R&D) for how to deliver software on time. Accurate software effort estimation is critical for successful project planning, resource allocation, and on-time delivery within budget for sustainable softwar...

Full description

Bibliographic Details
Main Authors:	Rahman, Mizanur, Sarwar, Hasan, Abdul Kader, Md, Goncalves, Teresa C.F., Ting, Tin Tin
Format:	Article
Language:	English
Published:	IEEE 2024
Subjects:	QA75 Electronic computers. Computer science QA76 Computer software TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/42958/ http://umpir.ump.edu.my/id/eprint/42958/1/Review%20and%20empirical%20analysis%20of%20machine%20learning-based%20software%20effort%20estimation.pdf

Similar Items

Review and empirical analysis of software effort estimation
by: Rahman, Mizanur, et al.
Published: (2024)

Software effort estimation using machine learning technique
by: Rahman, Mizanur, et al.
Published: (2023)

Review of Existing Datasets Used for Software Effort Estimation
by: Mizanur, Rahman, et al.
Published: (2023)

Significant factors in Agile software development of effort estimation
by: Pantjawati, Sudarmaningtyas, et al.
Published: (2022)

A review article on software effort estimation in agile methodology
by: Sudarmaningtyas, Pantjawati, et al.
Published: (2021)

Parameter estimation of cocomo model using the jaya algorithm for software cost estimation
by: Tan, Jie Chee
Published: (2019)

An empirical study on predictors of green sustainable software practices in Malaysian electronic industries
by: Jnr, Bokolo Anthony, et al.
Published: (2018)

Chaotic map initializations with Tiki-Taka algorithm for software remodularization problem
by: Kamal Z., Zamli, et al.
Published: (2021)

Mobile-web based electronic health records system for ICU patient management in heart hospital
by: Sarwar, Hasan, et al.
Published: (2023)

Comparative analysis between FPA and COCOMO techniques for software cost estimation
by: Ali Moftah, Abu Baker
Published: (2014)

The acceptance of search-based software engineering techniques: An empirical evaluation using the technology acceptance model
by: Mezhuyev, Vitaliy, et al.
Published: (2019)

Class complexity interaction point size measure for object-oriented software development effort estimation
by: Koh, Tieng Wei
Published: (2012)

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

Personalizable Models For Business-To-Business Information Interchange In Communication Layers
by: Ting, Tin Tin
Published: (2011)

Towards Incorporation of Software Security Testing Framework in Software Development
by: Hassan, N. H., et al.
Published: (2011)

Cost Estimation Model for Secure Software Development
by: Sia Abdullah, Nur Atiqah
Published: (2011)

Heurtistics Evaluation Techniques In Agile Software Model For The Development Of Usable Software
by: Butt, Saad Masood, et al.
Published: (2014)

Estimating software cost with security risk potential
by: Abdullah, Nur Atiqah Sia, et al.
Published: (2009)

Capturing Data of Children’ Concentration and Meditation Levels : How Learners’ Effort Influence the Academic Emotional Response Level
by: Nurshafiqa, Sharif, et al.
Published: (2015)

Software development by integrating the integrated value engineering (VE) and boothroyd design for assembly(DFA
by: Hasrol Nizam, Md. Hasan
Published: (2008)

Malware detection through machine learning techniques
by: Amer, Ahmed, et al.
Published: (2019)

Predicting the success of suicide terrorist attacks using different machine learning algorithms
by: Hossain, Md Junayed, et al.
Published: (2022)

An integrated software quality model in a fuzzy analytical hierarchy process-based evaluation framework for e-learning software / Ahmad Fadli Saad
by: Ahmad Fadli , Saad
Published: (2017)

An empirical analysis of the adoption of m-learning in Malaysia
by: Chong, Alain Yee Loong, et al.
Published: (2011)

2DCBS: A Model for Developing Dependable Component-Based Software
by: Kahtan, Hasan, et al.
Published: (2016)

Search based software testing
by: Kamal Z., Zamli, et al.
Published: (2016)

Virtual tour guide software
by: Ching, Yee Sim
Published: (2018)

e-Learning for software Project Management (e-SoftPro) / Sabita Unni
by: Sabita , Unni
Published: (2005)

A document-like software visualization method for effective cognition of c-based software systems
by: Sulaiman, Shahida
Published: (2004)

Breast Cancer Prediction Model Using Machine Learning
by: Muhammad Amin, Bakri, et al.
Published: (2021)

Loan Eligibility Classification Using Machine Learning Approach
by: Law, Paul Lik Pao
Published: (2023)

Phishing attack detection using machine learning method
by: Jupin, John Arthur
Published: (2019)

Tutor on software design / Fariza Halim
by: Fariza, Halim
Published: (2004)

Personalizable Information Interchange Architecture for EducationalInstitutions
by: Ting, Tin Tin, et al.
Published: (2008)

Measuring software requirements specification quality
by: Nordin, Azlin, et al.
Published: (2017)

The NORMA software tool for ORM 2
by: Curland, Matthew, et al.
Published: (2011)

A Collaborative-Interaction Model of Software Project Development: An Extension to Agile Based Methodologies
by: Akbar, R., et al.
Published: (2010)

Software module clustering based on the fuzzy adaptive teaching learning based optimization algorithm
by: Kamal Z., Zamli, et al.
Published: (2019)

Evaluating Machine Learning Algorithms for Fake Currency Detection
by: Keerthana, S.N, et al.
Published: (2024)

Interactive web based learning systems software requirements engineering course / Wong Ing Hee
by: Wong, Ing Hee
Published: (2005)