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Employment (4)

Institut Tèknologi Bandung: Bandung, ID

2024-09-01 to present | Assistant professor (Industrial Engineering)
Employment
Source: Self-asserted source
Ferani Eva Zulvia

National Taiwan University of Science and Technology: Taipei, TW

2023-03-20 to 2024-03-19 | Postdoctoral Researcher (Industrial Management)
Employment
Source: Self-asserted source
Ferani Eva Zulvia

Universitas Pertamina: Jakarta, ID

2017-08-21 to 2022-08-31 | Assistant Professor (Logistics Engineering)
Employment
Source: Self-asserted source
Ferani Eva Zulvia

National Taiwan University of Science and Technology: Taipei, TW

2015-09-01 to 2017-07-30 | Postdoctoral (Industrial Management)
Employment
Source: Self-asserted source
Ferani Eva Zulvia

Education and qualifications (4)

National Taiwan University of Science and Technology: Taipei, TW

2011-02-15 to 2015-07-14 | Ph.D (Industrial Management)
Education
Source: Self-asserted source
Ferani Eva Zulvia

National Taiwan University of Science and Technology: Taipei, TW

2008-09-14 to 2010-06-31 | M.B.A (Industrial Management)
Education
Source: Self-asserted source
Ferani Eva Zulvia

Institut Teknologi Bandung: Bandung, Jawa Barat, ID

2008-09-14 to 2010-06-31 | M.Eng (Industrial Engineering and Management)
Education
Source: Self-asserted source
Ferani Eva Zulvia

Universitas Sriwijaya: Palembang, Sumatera Selatan, ID

2004-09-01 to 2008-01-31 | B.Sc (Mathematics)
Education
Source: Self-asserted source
Ferani Eva Zulvia

Works (25)

Forecasting Building Energy Consumption Using Ensemble Empirical Mode Decomposition, Wavelet Transformation, and Long Short-Term Memory Algorithms

Energies
2022-01 | Journal article | Author
Contributors: Shuo-Yan Chou; Anindhita Dewabharata; Ferani Eva Zulvia; Mochamad Fadil
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Dynamic Space Allocation Based on Internal Demand for Optimizing Release of Shared Parking

Sensors
2021-12 | Journal article | Author
Contributors: Shuo-Yan Chou; Anindhita Dewabharata; Ferani Eva Zulvia
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Multi-objective cluster analysis using a gradient evolution algorithm

Soft Computing
2020-08 | Journal article
Contributors: R. J. Kuo; Ferani E. Zulvia
Source: check_circle
Crossref

An improved differential evolution with cluster decomposition algorithm for automatic clustering

Soft Computing
2019-09 | Journal article
Contributors: R. J. Kuo; Ferani E. Zulvia
Source: check_circle
Crossref

A hybrid metaheuristic and kernel intuitionistic fuzzy c-means algorithm for cluster analysis

Applied Soft Computing Journal
2018 | Journal article
EID:

2-s2.0-85044113867

Contributors: Kuo, R.J.; Lin, T.C.; Zulvia, F.E.; Tsai, C.Y.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Application of metaheuristic based fuzzy K-modes algorithm to supplier clustering

Computers and Industrial Engineering
2018 | Journal article
EID:

2-s2.0-85046732780

Contributors: Kuo, R.J.; Potti, Y.; Zulvia, F.E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Artificial bee colony-based support vector machines with feature selection and parameter optimization for rule extraction

Knowledge and Information Systems
2018 | Journal article
EID:

2-s2.0-85022055508

Contributors: Kuo, R.J.; Huang, S.B.L.; Zulvia, F.E.; Liao, T.W.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Automatic clustering using an improved artificial bee colony optimization for customer segmentation

Knowledge and Information Systems
2018 | Journal article
EID:

2-s2.0-85042139661

Contributors: Kuo, R.J.; Zulvia, F.E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Gradient Evolution-based Support Vector Machine Algorithm for Classification

IOP Conference Series: Materials Science and Engineering
2018 | Conference paper
EID:

2-s2.0-85045636145

Contributors: Zulvia, F.E.; Kuo, R.J.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Improving elevator dynamic control policies based on energy and demand visibility

IGBSG 2018 - 2018 International Conference on Intelligent Green Building and Smart Grid
2018 | Conference paper
EID:

2-s2.0-85050140321

Contributors: Chou, S.-Y.; Budhi, D.A.; Dewabharata, A.; Zulvia, F.E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Integration of growing self-organizing map and bee colony optimization algorithm for part clustering

Computers and Industrial Engineering
2018 | Journal article
EID:

2-s2.0-85046418413

Contributors: Kuo, R.J.; Rizki, M.; Zulvia, F.E.; Khasanah, A.U.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

An Initial Screening Method for Tuberculosis Diseases Using a Multi-objective Gradient Evolution-Based Support Vector Machine and C5.0 Decision Tree

Proceedings - International Computer Software and Applications Conference
2017 | Conference paper
EID:

2-s2.0-85032862062

Contributors: Zulvia, F.E.; Kuo, R.J.; Roflin, E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Hybrid genetic ant colony optimization algorithm for capacitated vehicle routing problem with fuzzy demand - A case study on garbage collection system

2017 4th International Conference on Industrial Engineering and Applications, ICIEA 2017
2017 | Conference paper
EID:

2-s2.0-85021453054

Contributors: Kuo, R.J.; Zulvia, F.E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Integration of cluster analysis and granular computing for imbalanced data classification: A case study on prostate cancer prognosis in Taiwan

Journal of Intelligent and Fuzzy Systems
2017 | Journal article
EID:

2-s2.0-85014220275

Contributors: Kuo, R.J.; Lin, L.; Zulvia, F.E.; Lin, C.C.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Multi-objective particle swarm optimization algorithm using adaptive archive grid for numerical association rule mining

Neural Computing and Applications
2017 | Journal article
EID:

2-s2.0-85037072000

Contributors: Kuo, R.J.; Gosumolo, M.; Zulvia, F.E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

An application of a metaheuristic algorithm-based clustering ensemble method to APP customer segmentation

Neurocomputing
2016 | Journal article
EID:

2-s2.0-84969963480

Contributors: Kuo, R.J.; Mei, C.H.; Zulvia, F.E.; Tsai, C.Y.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Application of a fuzzy ant colony system to solve the dynamic vehicle routing problem with uncertain service time

Applied Mathematical Modelling
2016 | Journal article
EID:

2-s2.0-84994704784

Contributors: Kuo, R.J.; Wibowo, B.S.; Zulvia, F.E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Application of metaheuristics-based clustering algorithm to item assignment in a synchronized zone order picking system

Applied Soft Computing Journal
2016 | Journal article
EID:

2-s2.0-84973315154

Contributors: Kuo, R.J.; Kuo, P.H.; Chen, Y.R.; Zulvia, F.E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Cluster analysis using a gradient evolution-based k-means algorithm

2016 IEEE Congress on Evolutionary Computation, CEC 2016
2016 | Conference paper
EID:

2-s2.0-85008255163

Contributors: Kuo, R.J.; Zulvia, F.E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Erratum: The gradient evolution algorithm: A new metaheuristics (Information Sciences (2015) 316 (246-265))

Information Sciences
2016 | Journal article
EID:

2-s2.0-84947749184

Contributors: Kuo, R.J.; Zulvia, F.E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Solving bi-level linear programming problem through hybrid of immune genetic algorithm and particle swarm optimization algorithm

Applied Mathematics and Computation
2015 | Journal article
EID:

2-s2.0-84933555658

Contributors: Kuo, R.J.; Lee, Y.H.; Zulvia, F.E.; Tien, F.C.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

The gradient evolution algorithm: A new metaheuristic

Information Sciences
2015 | Journal article
EID:

2-s2.0-84930079477

Contributors: Kuo, R.J.; Zulvia, F.E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Automatic kernel clustering with bee colony optimization algorithm

Information Sciences
2014 | Journal article
EID:

2-s2.0-84906094347

Contributors: Kuo, R.J.; Huang, Y.D.; Lin, C.-C.; Wu, Y.-H.; Zulvia, F.E.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Hybrid particle swarm optimization with genetic algorithm for solving capacitated vehicle routing problem with fuzzy demand - A case study on garbage collection system

Applied Mathematics and Computation
2012 | Journal article
EID:

2-s2.0-84868212981

Contributors: Kuo, R.J.; Zulvia, F.E.; Suryadi, K.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Solving CVRP with time window, fuzzy travel time and demand via a hybrid ant colony optimization and genetic algortihm

2012 IEEE Congress on Evolutionary Computation, CEC 2012
2012 | Conference paper
EID:

2-s2.0-84866839749

Contributors: Zulvia, F.E.; Kuo, R.J.; Hu, T.-L.
Source: Self-asserted source
Ferani Eva Zulvia via Scopus - Elsevier

Peer review (2 reviews for 1 publication/grant)

Review activity for Soft computing. (2)