Search Results - (( software classification based algorithm ) OR ( evolution classification using algorithm ))
Search alternatives:
- evolution classification »
- software classification »
- classification based »
- classification using »
- using algorithm »
-
1
Finding an effective classification technique to develop a software team composition model
Published 2017“…Ineffective software team composition has become recognized as a prominent aspect of software project failures.Reports from results extracted from different theoretical personality models have produced contradicting fits, validity challenges, and missing guidance during software development personnel selection.It is also believed that the technique/s used while developing a model can impact the overall results.Thus, this study aims to: 1) discover an effective classification technique to solve the problem, and 2) develop a model for composition of the software development team.The model developed was composed of three predictors: team role, personality types, and gender variables; it also contained one outcome: team performance variable.The techniques used for model development were logistic regression, decision tree, and Rough Sets Theory (RST).Higher prediction accuracy and reduced patte rn complexity were the two parameters forselecting the effective technique.Based on the results, the Johnson Algorithm (JA) of RST appeared to be an effective technique for a team composition model.The study has proposed a set of 24 decision rules for finding effective team members.These rules involve gender classification to highlight the appropriate personality profile for software developers.In the end, this study concludes that selecting an appropriate classification technique is one of the most important factors in developing effective models.…”
Get full text
Get full text
Get full text
Article -
2
Finding an effective classification technique to develop a software team composition model
Published 2018“…These rules involve gender classification to highlight the appropriate personality profile for software developers. …”
Get full text
Get full text
Article -
3
Finding an effective classification technique to develop a software team composition model
Published 2018“…These rules involve gender classification to highlight the appropriate personality profile for software developers. …”
Get full text
Get full text
Article -
4
Adaptive differential evolution algorithm with fitness based selection of parameters and mutation strategies / Rawaa Dawoud Hassan Al-Dabbagh
Published 2015“…Differential evolution (DE) is a simple yet powerful evolutionary algorithm (EA). …”
Get full text
Get full text
Thesis -
5
Application of data mining techniques for economic evaluation of air pollution impact and control
Published 2007“…For that purpose, we use data mining techniques. Data mining techniques applied in this thesis were: 1) Group method of data handling (GMDH), originally from engineering, introducing principles of evolution - inheritance, mutation and selection - for generating a network structure systematically to develop the automatic model, synthesis, and its validation; 2) The weighted least square (WLS) and step wise regression were also applied for some cases; 3) The classification-based association rules were applied. …”
Get full text
Get full text
Thesis -
6
Software defect prediction framework based on hybrid metaheuristic optimization methods
Published 2015“…The classification algorithm is a popular machine learning approach for software defect prediction. …”
Get full text
Get full text
Get full text
Thesis -
7
Software Classification Using Structure-Based Descriptors
Published 2009“…A total of 2800 programs have been used during the training process while two different datasets of size (28) were used for testing. Based on the undertaken experiment, the IBK algorithm is noted to generate the highest classification accuracy (74.8%) compared to several other algorithms provided in the Weka tool. …”
Get full text
Get full text
Get full text
Thesis -
8
-
9
Knowledge base processing method based on text classification algorithm
Published 2023Get full text
Get full text
Get full text
Conference or Workshop Item -
10
Combining object-based classification and data mining algorithm to classify urban surface materials from worldview-2 satellite image
Published 2014“…In this study, Data Mining was performed using C4.5 algorithm to select the appropriate attributes for object-based classification. …”
Get full text
Conference or Workshop Item -
11
The Potential of a Classification-based Algorithm to Calculate Calories in Real-Time Via Pattern Recognition
Published 2016Get full text
Get full text
Get full text
Conference or Workshop Item -
12
-
13
Enhancing Classification Algorithms with Metaheuristic Technique
Published 2024Get full text
Get full text
Get full text
Article -
14
-
15
Accuracy and performance analysis for classification algorithms based on biomedical datasets
Published 2021Get full text
Get full text
Get full text
Conference or Workshop Item -
16
Differential evolution for neural networks learning enhancement
Published 2008“…These algorithms can be used successfully in many applications requiring the optimization of a certain multi-dimensional function. …”
Get full text
Get full text
Get full text
Thesis -
17
-
18
Automatic email classification system / Phang Siew Ting
Published 2003Get full text
Get full text
Thesis -
19
Mussels wandering optimization algorithmn based training of artificial neural networks for pattern classification
Published 2013Get full text
Get full text
Get full text
Conference or Workshop Item -
20