Personal profile
Research Interests
Process Mining, Optimization, Artificial Intelligence, Knowledge Engineering
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities
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Dive into the research topics where Yutika Amelia Effendi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
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DESAIN SISTEM KLASIFIKASI COVID-19 OTOMATIS BERBASIS SUARA BATUK
Sofiah, A. (PI) & Effendi, Y. A. (PI)
Project: Research
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ANALISA STRATIFIKASI RISIKO PENELITIAN TUMOR OTAK BERBASIS DATA ELECTRONIC MEDICAL RECORD (EMR)
Effendi, Y. A. (PI), Hidayat, N. A. (PI) & Sofiah, A. (PI)
Project: Research
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A Random Forest-Based Model for Customer Churn Prediction in a Telecommunication Company
Effendi, Y. A., Nuzulita, N. & Iswara, W. D., 2025, 2025 International Conference on Artificial Intelligence, Blockchain, Cloud Computing, and Data Analytics, ICoABCD 2025. Institute of Electrical and Electronics Engineers Inc., (2025 International Conference on Artificial Intelligence, Blockchain, Cloud Computing, and Data Analytics, ICoABCD 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Web-Based SMOTE-Random Forest Model for Diabetes Classification on Imbalanced Data
Saifuddin, M. S. A., Paseran, N. I. R., Robby, A. M., Ramadhani, A. G. & Effendi, Y. A., 2025, 5th IEEE International Conference on Innovations in Power and Advanced Computing Technologies, i-PACT 2025. Institute of Electrical and Electronics Engineers Inc., (5th IEEE International Conference on Innovations in Power and Advanced Computing Technologies, i-PACT 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Leveraging Dual Timestamps to Enhance Process Model Construction Using Time-Infused Inductive Miner
Effendi, Y. A. & Kim, M., 2025, In: IEEE Access. 13, p. 88535-88556 22 p.Research output: Contribution to journal › Article › peer-review
Open Access -
OPTIMIZING GENETIC PROCESS MINING WITH HEURISTIC AND HONEY BEE APPROACHES FOR ENHANCED INITIAL POPULATION DESIGN AND NEIGHBORHOOD SEARCH
Effendi, Y. A. & Kim, M., Jun 2025, In: International Journal of Innovative Computing, Information and Control. 21, 3, p. 781-790 10 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Reliable Process Tracking Under Incomplete Event Logs Using Timed Genetic-Inductive Process Mining
Effendi, Y. A. & Kim, M., Apr 2025, In: Systems. 13, 4, 229.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus)