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Neni Alya Firdausanti

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Neni Alya Firdausanti, S.Si., M.Stat.

20192024

Research activity per year

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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):

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  2. SDG 14 - Life Below Water
    SDG 14 Life Below Water

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Collaborations and top research areas from the last five years

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  • 4 Conference contribution
  • 2 Article
  • 2 Conference article

  • Meta-learning for vessel time series data imputation method recommendation

    Fatyanosa, T. N., Firdausanti, N. A., Prayoga, P. H. N., Kuriu, M., Aritsugi, M. & Mendonça, I., 1 Oct 2024, In: Expert Systems with Applications. 251, 124016.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    11 Citations (Scopus)

  • Noise-free sampling with majority framework for an imbalanced classification problem

    Firdausanti, N. A., Mendonça, I. & Aritsugi, M., Jul 2024, In: Knowledge and Information Systems. 66, 7, p. 4011-4042 32 p.

    Research output: Contribution to journal › Article › peer-review

    4 Citations (Scopus)

  • Binary Classification on Imbalanced Data: A Case Study for Birth Events in Indonesia

    Ningrum, R. A., Fahmiyah, I., Syahputra, M. A., Levi, A., Firdausanti, N. A. & Nurlaily, D., 19 May 2023, Proceedings of the International Conference on Advanced Technology and Multidiscipline, ICATAM 2021: "Advanced Technology and Multidisciplinary Prospective Towards Bright Future" Faculty of Advanced Technology and Multidiscipline. Widiyanti, P., Jiwanti, P. K., Prihandana, G. S., Ningrum, R. A., Prastio, R. P., Setiadi, H. & Rizki, I. N. (eds.). American Institute of Physics Inc., 020012. (AIP Conference Proceedings; vol. 2536).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Conducting Vessel Data Imputation Method Selection Based on Dataset Characteristics

    Fatyanosa, T. N., Firdausanti, N. A., Soto, L. F. J., Santos, I. M. D., Prayoga, P. H. N. & Aritsugi, M., 2023, In: IOP Conference Series: Earth and Environmental Science. 1198, 1, 012017.

    Research output: Contribution to journal › Conference article › peer-review

    Open Access
    4 Citations (Scopus)

  • ImputAnom: Anomaly Detection Framework Using Imputation Methods for Univariate Time Series

    Fatyanosa, T. N., Data, M., Firdausanti, N. A., Prayoga, P. H. N., Mendonça, I. & Aritsugi, M., 2023, Information Integration and Web Intelligence - 25th International Conference, iiWAS 2023, Proceedings. Delir Haghighi, P., Pardede, E., Dobbie, G., Yogarajan, V., ER, N. A. S., Kotsis, G. & Khalil, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 56-61 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14416 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
View all 8 research outputs