Ferani Eva Zulvia, S.Si., M.T., Ph.D.

• Maximal covering location model using an improved multi-objective particle swarm optimization algorithm to locker location planning for city logistics system (2026)
• Leveraging Time Series Analytics for Sustainable Urban and Environmental Development: A Global SDG Trajectory Framework (2026)
• Market Segmentation Using a PSO-Based Multivariate Fuzzy Weighted Fuzzy K-Modes Algorithm with Probabilistic Distance (2026)
• Impurity-based borderline SMOTE with affinity propagation for imbalanced data classification (2026)
• Time-series clustering of global SDG index using DTW for policy insights toward 2030 agenda (2025)
• Integrating Predictive Maintenance and Semantic Load Balancing in a Simulated Industry 4.0 Manufacturing Environment (2025)
• A simplified swarm optimization-based restricted Boltzmann machine algorithm for a time series clustering
  FE Zulvia, RJ Kuo
  Applied Soft Computing 173, 112903 (2025)
• Time-series clustering of global SDG index using DTW for policy insights toward 2030 agenda
  GHNN Rahayu, K Suryadi, T Yudhistira, FE Zulvia, R Ghasemi, ...
  E3S Web of Conferences 640, 01006 (2025)
• IMPLEMENTASI DATA MINING DENGAN ALGORITMA APRIORI UNTUK PENINGKATAN PENJUALAN MELALUI STRATEGI MIXED BUNDLING DI PT X
  YA Iskandar, FE Zulvia, AI Nissya
  JISI: Jurnal Integrasi Sistem Industri 11 (2), 249-260 (2024)
• Customer Segmentation Using the K-means Clustering Algorithm and Recency Frequency Monetary Model at Pharmaceutical Product Wholesaler
  NM Iqbal, YA Iskandar, FE Zulvia
  International Journal of Research in Vocational Studies (IJRVOCAS) 4 (2), 53-60 (2024)
• Pick order assignment and order batching strategy for robotic mobile fulfilment system warehouse
  SY Chou, AN Mauliddina, A Dewabharata, FE Zulvia
  2023 Winter Simulation Conference (WSC), 1700-1711 (2023)
• Association Rules Mining for Designing Product Bundling Strategy (Study Case at a Cafe in Jakarta)
  MM Jannah, YA Iskandar, FE Zulvia
  Jurnal Logistik Indonesia 7 (2), 162-171 (2023)
• Intentions to Sustainably Use Air Transportation During the Pandemic: A Structural Equation Model Analysis
  RA Kamilia, YA Iskandar, FE Zulvia
  Majalah Ilmiah Bijak 20 (2), 259-268 (2023)
• Application of improved multi-objective particle swarm optimization algorithm to solve disruption for the two-stage vehicle routing problem with time windows
  RJ Kuo, MF Luthfiansyah, NA Masruroh, FE Zulvia
  Expert Systems with Applications 225, 120009 (2023)
• Application of metaheuristics algorithm on a multi-objective container loading problem considering container’s utilization and vehicle’s balance
  RJ Kuo, PC Ho, FE Zulvia
  Applied Soft Computing 143, 110417 (2023)
• Applying NSGA-II to vehicle routing problem with drones considering makespan and carbon emission
  RJ Kuo, E Edbert, FE Zulvia, SH Lu
  Expert Systems with Applications 221, 119777 (2023)
• Penerapan Statistika dalam Logistik
  AC Kurniawan, A Maharani, FE Zulvia, M Lusiani, R Vikaliana, ...
  Media Sains Indonesia (2023)
• A comprehensive analysis of clustering public utility bus passenger’s behavior during the COVID-19 pandemic: Utilization of Machine Learning with metaheuristic algorithm
  MML Cahigas, FE Zulvia, AKS Ong, YT Prasetyo
  Sustainability 15 (9), 7410 (2023)
• PENDAMPINGAN PENGEMBANGAN UMKM †œKRUPUK MLARATâ€
  I Sukarno, FE Zulvia, G Kurnia, N Nursechafia, S Purnamasari, S Ambiya
  MONSU'ANI TANO Jurnal Pengabdian Masyarakat 6 (1), 77-90 (2023)
• Penanganan Pasca Bencana Siklon Tropis Seroja melalui Logistik Kemanusian dengan Kepner-Tregoe Situation Appraisal
  G Kurnia, FE Zulvia, B Ridhosari
  Jurnal Komunitas: Jurnal Pengabdian kepada Masyarakat 5 (2), 204-214 (2023)
• Replenishment Policy and SKU Classification to Pod Assignment Design for Robotic Mobile Fulfillment System Performances
  Chou, S.-Y., Hendrawan, E., Dewabharata, A., Zulvia, F.E.
  Advances in Transdisciplinary Engineering, 2023, 41, pp. 393–402 (2023)
• Application of improved multi-objective particle swarm optimization algorithm to solve disruption for the two-stage vehicle routing problem with time windows
  Kuo, R.J., Fernanda Luthfiansyah, M., Aini Masruroh, N., Eva Zulvia, F.
  Expert Systems with Applications, 2023, 225, 120009 (2023)
• Application of metaheuristics algorithm on a multi-objective container loading problem considering container's utilization and vehicle's balance
  Kuo, R.J., Ho, P.-C., Zulvia, F.E.
  Applied Soft ComputingThis link is disabled., 2023, 143, 110417 (2023)
• Applying NSGA-II to vehicle routing problem with drones considering makespan and carbon emission
  Kuo, R.J., Edbert, E., Zulvia, F.E., Lu, S.-H.
  Expert Systems with Applications, 2023, 221, 119777 (2023)
• A Comprehensive Analysis of Clustering Public Utility Bus Passenger’s Behavior during the COVID-19 Pandemic: Utilization of Machine Learning with Metaheuristic Algorithm
  Cahigas, M.M.L., Zulvia, F.E., Ong, A.K.S., Prasetyo, Y.T.
  Sustainability (Switzerland), 2023, 15(9), 7410 (2023)
• An automatic energy saving strategy for a water dispenser based on user behavior
  Authors : SY Chou, A Dewabharata, YC Bayu, RG Cheng, FE Zulvia . Advanced Engineering Informatics 51, 101503, 2022
• Pick Order Assignment and Order Batching Strategy for Robotic Mobile Fulfilment System Warehouse
  Chou, S.-Y., Mauliddina, A.N., Dewabharata, A., Zulvia, F.E.
  Proceedings - Winter Simulation ConferenceT, 2023, pp. 1700–1711 (2023)

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