Research patterns and trends in software effort estimation

SK Sehra, YS Brar, N Kaur, SS Sehra - Information and Software …, 2017 - Elsevier
Context Software effort estimation (SEE) is most crucial activity in the field of software
engineering. Vast research has been conducted in SEE resulting into a tremendous …

Quality and reliability studies in software defect management: a literature review

AR Pai, G Joshi, S Rane - International Journal of Quality & Reliability …, 2021 - emerald.com
Purpose This paper is focused at studying the current state of research involving the four
dimensions of defect management strategy, ie software defect analysis, software quality …

DABE: Differential evolution in analogy-based software development effort estimation

TR Benala, R Mall - Swarm and Evolutionary Computation, 2018 - Elsevier
Several feature weight optimization techniques have been proposed for similarity functions
in analogy-based estimation (ABE); however, no consensus regarding the method and …

Ensembling artificial bee colony with analogy-based estimation to improve software development effort prediction

MA Shah, DNA Jawawi, MA Isa, M Younas… - IEEE …, 2020 - ieeexplore.ieee.org
Analogy-Based Estimation (ABE) is one of the promising estimation models used for
predicting the software development effort. Researchers proposed different variants of the …

A hybrid model for high-frequency stock market forecasting

RA Araújo, ALI Oliveira, S Meira - Expert Systems with Applications, 2015 - Elsevier
Several models have been presented to solve the financial time series forecasting problem.
However, even with sophisticated techniques, a dilemma arises from all these models …

A class of hybrid multilayer perceptrons for software development effort estimation problems

RA Araujo, ALI Oliveira, S Meira - Expert Systems with Applications, 2017 - Elsevier
The dilation-erosion-linear perceptron is a hybrid morphological neuron which has been
recently proposed in the literature to solve some prediction problems. However, a drawback …

An empirical analysis of three-stage data-preprocessing for analogy-based software effort estimation on the ISBSG data

J Huang, YF Li, JW Keung, YT Yu… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Analogy-based software effort estimation is a method to estimate the project cost of an
unseen project based on analogies against previous projects sharing selected features. The …

Software fault prediction using Mamdani type fuzzy inference system

E Erturk, EA Sezer - International Journal of Data Analysis …, 2016 - inderscienceonline.com
High quality software requires the occurrence of minimum number of failures while software
runs. Software fault prediction is the determining whether software modules are prone to …

Hybrid morphological methodology for software development cost estimation

RA Araújo, S Soares, ALI Oliveira - Expert Systems with Applications, 2012 - Elsevier
In this paper we propose a hybrid methodology to design morphological-rank-linear (MRL)
perceptrons in the problem of software development cost estimation (SDCE). In this …

A comparative study of two fuzzy logic models for software development effort estimation

N Garcia-Diaz, C Lopez-Martin, A Chavoya - Procedia Technology, 2013 - Elsevier
Software development effort estimation (SDEE) has been the focus of research in recent
years. No single software development estimation technique is best for all situations and …