Erza Aminanto

Research output

Research output per year 2014 2022 2023 2024

• 20 Conference Paper
• 9 Article

Research output per year

Research output per year

Search results

• 2023

  Air pollution index (API) analysis at Jakarta in 2019-2020 using Fuzzy C-Means and Gaussian Mixture Model

  Situmorang, M. H. S., Nasution, B. I., Aminanto, M. E., Nugraha, Y. & Kanggrawan, J. I., 2023, Proceeding - The 9th International Conference on Computer, Control, Informatics and Its Applications. M.Kom, F. S. (ed.). New York NY USA: Association for Computing Machinery (ACM), p. 174-178 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research

• Development of Indonesian language intelligent Chatbot for public services in JAKI application

  Fadhlurohman, A., Sulasikin, A., Nugraha, Y., Husna, N. L. R., Aminanto, M. E. & Kanggrawan, J. I., 2023, Proceedings of 2023 IEEE International Smart Cities Conference, ISC2 2023. Costoiu, M. & Cristian Lazaroiu, G. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research

• Double layer machine learning for network intrusion detection system on web server

  Amrullah, M. H., Dewanta, F. & Aminanto, M. E., 2023, 2023 10th International Conference on Information Technology, Computer, and Electrical Engineering, ICITACEE 2023. Alvin Adi Soetrisno, Y. & Evericho Mountaines (, P. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 281-286 6 p.

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

• How resilient is privacy-preserving machine learning towards data-driven policy? Jakarta COVID-19 patient study case

  Nasution, B. I., Nugraha, Y., Bhaswara, I. D. & Aminanto, M. E., 2023, Proceedings of the 2023 Workshop on Recent Advances in Resilient and Trustworthy ML Systems in Autonomous Networks. Blanc, G., Takahashi, T. & Zhang, Z. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 5-10 6 p.

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

• Understanding citizen feedback of Jakarta government super app: Leveraging deep learning models

  Airlangga, M. C., Sulasikin, A., Nugraha, Y., Husna, N. L. R., Aminanto, M. E., Kurniawan, F. & Kanggrawan, J. I., 2023, Proceedings of 2023 IEEE International Smart Cities Conference, ISC2 2023. Costoiu, M. & Cristian Lazaroiu, G. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  1 Citation (Scopus)
• 2022

  Automating public complaint classification through JakLapor channel: A case study of Jakarta, Indonesia

  Intani, S. M., Nasution, B. I., Aminanto, M. E., Nugraha, Y., Muchtar, N. & Kanggrawan, J. I., 2022, IEEE ISC2 2022 - 8th IEEE International Smart Cities Conference 2022. M. Fernández Ramírez, L. & Flammini, F. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  2 Citations (Scopus)

• Deep learning models for intrusion detection in Wi-Fi networks: A literature survey

  Aminanto, A. E. & Aminanto, M. E., 2022, Sustainable Architecture and Building Environment - Proceedings of ICSDEMS 2020. Yola, L., Nangkula, U., Ayegbusi, O. G. & Awang, M. (eds.). Singapore Singapore: Springer, p. 115-121 7 p. (Lecture Notes in Civil Engineering; vol. 161).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  1 Citation (Scopus)

• Developing a knowledge management system for supporting flood decision-making

  Sulasikin, A., Nugrahat, Y., Aminanto, M. E., Nasution, B. I. & Kanggrawan, J. I., 2022, IEEE ISC2 2022 - 8th IEEE International Smart Cities Conference 2022. M. Fernández Ramírez, L. & Flammini, F. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
  3 Citations (Scopus)

• Knowledge distillation for automatic receipt identification in Jakarta super app platform

  Rifki, K., Bhaswara, I. D., Sulasikin, A., Nasution, B. I., Nugraha, Y., Kanggrawan, J. I. & Aminanto, M. E., 2022, ICITEE 2022 - Proceedings of the 14th International Conference on Information Technology and Electrical Engineering. Erna Permanasari, A. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 217-222 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research

• Lessons learned from delta and omicron variants transmissions leveraging clustering approach by sub-districts in Jakarta

  Sari, D. N. P., Ernesto, A., Sahararini, A. F., Evandyano, G., Nasution, B. I., Nugraha, Y., Kanggrawan, J. I. & Aminanto, M. E., 2022, ICITEE 2022 - Proceedings of the 14th International Conference on Information Technology and Electrical Engineering. Erna Permanasari, A. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 103-108 6 p.

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

• Lightweight machine learning prediction algorithm for network attack on Software Defined Network

  Ibrahimy, A. M., Dewanta, F. & Aminanto, M. E., 2022, APWiMob 2022 - Proceedings - The 2022 IEEE Asia Pacific Conference on Wireless and Mobile. Wijayanto, I. & Afifah, K. (eds.). Piscataway NU USA: IEEE, Institute of Electrical and Electronics Engineers, p. 55-60 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
  3 Citations (Scopus)
• 2021

  Contributing clinical attributes to COVID-19 mortality in Jakarta: Machine learning study

  Aminanto, M. E., Nasution, B. I., Sulasikin, A., Nugraha, Y., Kanggrawan, J. & Suherman, A. L., 2021, 9th International Conference on Information and Communication Technology, ICoICT 2021. Maharani, W. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 25-30 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
  1 Citation (Scopus)

• The digital strategic partnership of covid-19 pandemic in the perspective of national resilience in Indonesia

  Sugiharto, A. & Aminanto, M. E., 2021, ICONVET 2020 - The 3rd International Conference on Vocational Education and Technology. Windu Antara Kesiman, M. & Yota Ernanda Aryanto, K. (eds.). UK: IOP Publishing, 5 p. (Journal of Physics: Conference Series; vol. 1810, no. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research

  Open Access

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• 2019

  Automated threat-alert screening for battling alert fatigue with temporal isolation forest

  Aminanto, M. E., Zhu, L., Ban, T., Isawa, R., Takahashi, T. & Inoue, D., 2019, 2019 17th International Conference on Privacy, Security and Trust (PST) - Proceedings. Ghorbani, A., Ray, I., Lashkari, A. H., Zhang, J. & Lu, R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 330-332 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
  9 Citations (Scopus)

• Combating threat-alert fatigue with online anomaly detection using isolation forest

  Aminanto, M. E., Zhu, L., Ban, T., Isawa, R., Takahashi, T. & Inoue, D., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019 Sydney, NSW, Australia, December 12–15, 2019 Proceedings, Part I. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Cham Switzerland: Springer, p. 756-765 10 p. (Lecture Notes in Computer Science; vol. 11953).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  14 Citations (Scopus)
• 2018

  Deep learning in intrusion detection perspective: Overview and further challenges

  Kim, K. & Aminanto, M. E., 2018, Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security. Wardhana, Y. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 5-10 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
  55 Citations (Scopus)

• Improving detection of Wi-Fi impersonation by fully unsupervised deep learning

  Aminanto, M. E. & Kim, K., 2018, Information Security Applications - 18th International Conference, WISA 2017 Jeju Island, Korea, August 24–26, 2017 Revised Selected Papers. Kang, B. B. & Kim, T. (eds.). Cham Switzerland: Springer, p. 212-223 12 p. (Lecture Notes in Computer Science; vol. 10763).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
  29 Citations (Scopus)

• Wi-Fi intrusion detection using weighted-feature selection for neural networks classifier

  Aminanto, M. E., Tanuwidjaja, H. C., Yoo, P. D. & Kim, K., 2018, Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security. Wardhana, Y. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 99-104 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
  14 Citations (Scopus)
• 2017

  Detecting impersonation attack in wifi networks using deep learning approach

  Aminanto, M. E. & Kim, K., 2017, Information Security Applications - 17th International Workshop, WISA 2016, Revised Selected Papers. Choi, D. & Guilley, S. (eds.). Springer, p. 136-147 12 p. (Lecture Notes in Computer Science; vol. 10144).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  38 Citations (Scopus)
• 2014

  Development of protection profile and security target for Indonesia electronic ID card's (KTP-el) card reader based on common criteria V3.1:2012/SNI ISO/IEC 15408:2014

  Aminanto, M. E. & Sutikno, S., 2014, Proceedings - 2014 International Conference on Advanced Informatics: Concept, Theory and Application, ICAICTA 2014. IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 7005905

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  2 Citations (Scopus)