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M. Ichsan Rosaldi's Projects

aco-tsp icon aco-tsp

Solving Travelling Salesman Problem using Ant Colony Optimization

axios icon axios

Promise based HTTP client for the browser and node.js

getoldtweets-python icon getoldtweets-python

A project written in Python to get old tweets, it bypass some limitations of Twitter Official API.

jaksel-language icon jaksel-language

Jaksel Script, Programming language very modern and Indonesian style

mieratio icon mieratio

Replication package for the paper "Evaluation of Estimation Models using the Minimum Interval of Equivalence" by Javier Dolado, Daniel Rodriguez, Mark Harman, Bill Langdon and Federica Sarro

software-estimation icon software-estimation

Prediction of software development cost is an extremely important task before starting the actual development phase. Software products are acceptable by clients as long as they are developed within the lower budget. Software estimation is one of the most challenging areas of project management. Machine learning algorithms are used to handle these type of problems. Machine learning algorithms increase project success rates. software simulation using machine learning algorithms could further enhance project estimation methods and contribute to better resource allocation and utilization. The proposed effort and duration estimation models are intended to serve as a decision support tool for any organization developing and implementing software systems. ISBSG dataset is used for this implementation. Results show that machine learning models can be used to predict software cost with high accuracy rate. Keywords : ISBSG,Software project estimation,Effort and duration estimation, Prediction.

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