Keyword

software effort estimation

Description: The process of predicting the human effort required to develop or maintain software, often using project characteristics and computational models.

Primary topic: Software Engineering Techniques and Practices (87%)

Wikidata ID: wiki/Q7554284

OpenAlex ID: keywords/software-effort-estimation

A review of studies on expert estimation of software development effort

2003 · M. Jørgensen · Journal of Systems and Software · 618

Systematic literature review of machine learning based software development effort estimation models

2011 · Jianfeng Wen, Shixian Li, et al. · Information and Software Technology · 527

Machine learning approaches to estimating software development effort

1995 · K. Srinivasan, D. Fisher · IEEE Transactions on Software Engineering · 483

A simulation study of the model evaluation criterion mmre

2003 · T. Foss, E. Stensrud, et al. · IEEE Transactions on Software Engineering · 479

A review of software surveys on software effort estimation

2004 · K. Molokken, M. Jorgensen · 398

Poor and rich optimization algorithm: A new human-based and multi populations algorithm

2019 · Seyyed Hamid Samareh Moosavi, Vahid Khatibi Bardsiri · Engineering Applications of Artificial Intelligence · 396

Satin bowerbird optimizer: A new optimization algorithm to optimize ANFIS for software development effort estimation

2017 · Seyyed Hamid Samareh Moosavi, Vahid Khatibi Bardsiri · Engineering Applications of Artificial Intelligence · 311

Can genetic programming improve software effort estimation? A comparative evaluation

2001 · Colin J Burgess, Martin Lefley · Information and Software Technology · 300

Software development cost estimation using function points

1994 · J.E. Matson, B.E. Barrett, et al. · IEEE Transactions on Software Engineering · 291

A comparison of software effort estimation techniques: Using function points with neural networks, case-based reasoning and regression models

1997 · G.R. Finnie, G.E. Wittig, et al. · Journal of Systems and Software · 286

Comparison of artificial neural network and regression models for estimating software development effort

2002 · Abbas Heiat · Information and Software Technology · 284

Comparing software prediction techniques using simulation

2001 · M. Shepperd, G. Kadoda · IEEE Transactions on Software Engineering · 280

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Software effort models for early estimation of process control applications

1992 · T. Mukhopadhyay, S. Kekre · IEEE Transactions on Software Engineering · 272

An investigation of machine learning based prediction systems

2000 · Carolyn Mair, Gada Kadoda, et al. · Journal of Systems and Software · 270

On the Value of Ensemble Effort Estimation

2011 · Ekrem Kocaguneli, Tim Menzies, et al. · IEEE Transactions on Software Engineering · 268

Effort estimation using analogy

1996 · Martin Shepperd, Chris Schofield, et al. · 257

An effective approach for software project effort and duration estimation with machine learning algorithms

2017 · Przemyslaw Pospieszny, Beata Czarnacka-Chrobot, et al. · Journal of Systems and Software · 245

Analyzing data sets with missing data: an empirical evaluation of imputation methods and likelihood-based methods

2001 · I. Myrtveit, E. Stensrud, et al. · IEEE Transactions on Software Engineering · 242

Examining the Feasibility of a Case-Based Reasoning Model for Software Effort Estimation1

1992 · Tridas Mukhopadhyay, Steven S. Vicinanza, et al. · MIS Quarterly · 241

An Empirical Study of Analogy-based Software Effort Estimation

1999 · Fiona Walkerden, Ross Jeffery · Empirical Software Engineering · 237

Effort, co‐operation and co‐ordination in an open source software project: GNOME

2002 · Stefan Koch, Georg Schneider · Information Systems Journal · 236

GA-based method for feature selection and parameters optimization for machine learning regression applied to software effort estimation

2010 · Adriano L.I. Oliveira, Petronio L. Braga, et al. · Information and Software Technology · 234

Software cost estimation

1992 · F.J. Heemstra · Information and Software Technology · 233

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Data Mining Techniques for Software Effort Estimation: A Comparative Study

2011 · Karel Dejaeger, Wouter Verbeke, et al. · IEEE Transactions on Software Engineering · 223

Integration of the grey relational analysis with genetic algorithm for software effort estimation

2007 · Sun-Jen Huang, Nan-Hsing Chiu, et al. · European Journal of Operational Research · 220

Works count: 4,083

Citation count: 45,750