About Me

Hi, I'm Fitria Wulandari

I am a Full-Time Structured PhD Student in Artificial Intelligence (Computer Science) in the College of Engineering and Informatics, National University of Ireland, Galway under the supervision of Dr James McDermott. My research area is in metaheuristic optimisation, machine learning, and algorithm generation/customisation.


Email: rwfitri8@gmail.com
LinkedIn | ResearchGate | Google Scholar | GitHub | Publons

Download my resume
Education

Education

National University of Ireland Galway (NUIG), Ireland
Office: IT 309
IT Building

Research in Genetic Programming for Synthetic Data in Artificial Intelligence

Kyungpook National University, South Korea, Master of Science, GPA 3.88 / 4.3
Major: Evolutionary Computation and Intelligent Systems (ECIS) Lab
School of Electronics Engineering

Thesis: “Evolutionary Multi/Many-Objective Approaches for Next Release Optimization Problem”

Description:
  1. Hierarchical approaches for Many-objective optimization. The proposed approach:
    • Utilizes the advantages provided by the AENS approach and shift-based density estimation to improve the performance of PDMOEAs in handling the MaOPs.
    • Aims at balancing both the convergence and diversity.
    • Employs Pareto-dominance along with approximate non-dominated sorting and Shift-based density estimation in the mating and environmental selections to select and preserve better solutions respectively
  2. Multi/Many-objective Approaches for Next Release Problem. With proposed approaches:
    • five objectives formulation examined in the Many Next Release Problem to propose a general method to explore solutions to the Many NRP, involving: maximum the customer profits, minimum the requirement costs, coverage of requirements for customers, fairness of customers, and fairness of resource allocation.
Download: Thesis | Slides

Universitas Harapan Medan, Indonesia, Bachelor of Engineering, GPA 3.49 / 4.0
Major: Informatics Engineering

Thesis: “Web Based Project Management Platform with Waterfall Development Method”

Description:
  • Provide a basis to monitor and control project activities.
  • Determine how best to allocate resources so peoples can achieve the project goal.
  • Assess how time delays will impact the project.
  • Can figure out where excess resources are available to allocate to other projects.
  • Provide a basis to help peoples to track project progress.
During my high school, I joint Vocational High School in Multimedia School. There I studied:
  1. Design
    • Adobe Photoshop
    • CorelDraw
    • Adobe Illustrator
    • AutoCAD
    • 3DMax
  2. Programming
    • PHP
    • SQL
    • CSS
    • Java
  3. Animation
    • 2D Animation
    • 3D Animation
  4. Video
    • Video recording
    • Video editing
  5. Audio
    • Audio recording
    • Audio editing
Experience

Research/Work Experience

Programmer Startup Jun 2014 - 2016

Since graduated from Bachelor, I joint a startup company

WEB DEVELOPER in MAT Arsitek Team Feb 2012 - March 2014

Responsible for the coding, design and layout of a website according to a company's specifications. As the role takes into consideration user experience and function, a certain level of both graphic design and computer programming is necessary.

WEB DEVELOPER in Indonesia Parental Institute March 2010 - Jan 2012

Responsible for the coding, design and layout of a website according to a company's specifications. As the role takes into consideration user experience and function, a certain level of both graphic design and computer programming is necessary.

Honor and Awards

Outstanding

  1. Science Foundation Ireland (SFI), Centre for Research Training in Artificial Intelligence (CRT-AI), (2021 – 2025)
  2. KNU International Scholarships (KINGS), Kyungpook National University, (2018 – 2020)
  3. Research Assistant (RA) Scholarships, Kyungpook National University, (2018 – 2020)
  4. Brain Korea (BK21+) Scholarships, Kyungpook National University, (2018 – 2020)
Paper

Publications

Journal

  1. Uyeh, D. D., Ramlan, F. W., Mallipeddi, R., Park, T., Woo, S., Kim, J., ... & Ha, Y. (2019). Evolutionary Greenhouse Layout Optimization for Rapid and Safe Robot Navigation. IEEE Access, 7, 88472-88480. DOI: 10.1109/ACCESS.2019.2926566.

Conference

  1. Ramlan, F. W., Palakonda, V., & Mallipeddi, R. (2019, October). Differential Evolutionary (DE) Based Interactive Recoloring Based on YUV Based Edge Detection for Interior Design. In 2019 International Conference on Information and Communication Technology Convergence (ICTC) (pp. 597-601). IEEE. DOI: 10.1109/ICTC46691.2019.8939816.

  2. Ramlan, F. W., Palakonda, V., Mallipeddi, R. “Hierarchical Approach Based Evolutionary Algorithm For Many-Objective Optimization”. International Conference on Artificial Intelligence and Soft Computing (ICAISC) . 4th – 5th September, 2019, Seoul, South Korea.

  3. Ghorbanpour, S., Palakonda, V., Ramlan, F. W., Mallipeddi, R. “An Experimental Short Review On Color Image Quantization.” International Conference on Artificial Intelligence and Soft Computing (ICAISC). 4th – 5th September, 2019, Seoul, South Korea.

References

  • Prof. James McDermott, National University of Ireland Galway, james.mcdermott@nuigalway.ie

  • Prof. Rammohan Mallipeddi, Kyungpook National University, mallipeddi.ram@gmail.com

  • Asst. Prof. Moses Amoasi Acquah, Keimyung University, amoasiacquah@knu.ac.kr

  • Dr. Muttaqin Margo Nirwono, Nuclear Energy Regulatory Agency, nirwono.mm@gmail.com

Get in Touch

Contact

rwfitri8@gmail.com