Machine Learning in Applied Science

2024

Analysis of Customer Satisfaction Survey on E-Wallets Using Simple Additive Weighting and TOPSIS Methods

Anshori, M. Y., Santoso, I. H., Herlambang, T., Tafrikan, M., Adinugroho, M., Oktafianto, K. & Firdaus, A. A., 2024, In: Nonlinear Dynamics and Systems Theory. 24, 1, p. 28-40 13 p.

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

1 Citation (Scopus)

Analysis of Water Depth Variation Impact on CALM Buoy Performance for Shallow Water Condition

Herlambang, T., Magfira, D. B., Wibowo, R. K., Oktafianto, K., Firdaus, A. A. & Arof, H., 2024, In: Nonlinear Dynamics and Systems Theory. 24, 2, p. 168-180 13 p.

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

Application of Mamdani Fuzzy Method in Herbal Soap Production Planning

Santoso, I. H., Katias, P., Herlambang, T., Tafrikan, M., Oktafianto, K., Firdaus, A. A. & Arof, H., 2024, In: Nonlinear Dynamics and Systems Theory. 24, 2, p. 193-204 12 p.

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

CLUSTERING TOURISM MARKETING STRATEGIES

Ervianty, R. M., Dina, N. Z. & Prassetyo, S., 19 Aug 2024, In: Journal of the Geographical Institute Jovan Cvijic SASA. 74, 2, p. 213-227 15 p.

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

Open Access

Comparative analysis of single-axis solar tracker performance with and without reflector under various weather conditions

Kusuma, V. A., Firdaus, A. A., Suprapto, S. S., Yuniar, R. J., Trimulya, H. & Priyanto, Y. T. K., Jun 2024, In: International Journal of Applied Power Engineering. 13, 2, p. 328-334 7 p.

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

Open Access

Design and build an airbag system for elderly fall protection using the mpu6050 sensor module

Suprapto, S. S., Kusuma, V. A., Firdaus, A. A., Putra, W. H. & Yuniar, R. J., Mar 2024, In: International Journal of Reconfigurable and Embedded Systems. 13, 1, p. 111-116 6 p.

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

Open Access

Implementing hue-saturation-value filter and circle hough transform for object tracking on ball-wheeled robot

Sugiarto, K., Kusuma, V. A., Firdaus, A. A., Suprapto, S. S. & Uman Putra, D. F., Mar 2024, In: International Journal of Reconfigurable and Embedded Systems. 13, 1, p. 52-58 7 p.

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

Open Access

Moon Phases: A Brief Overview of Android Application Development in Science Subject

Hashim, S., Haikal, R., Zahir, N. Z. M., Zulkifli, N. N., Lah, N. H. C. & Firdaus, A. A., 2024, In: Journal of Advanced Research in Applied Sciences and Engineering Technology. 33, 3, p. 364-383 20 p.

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

1 Citation (Scopus)

Optimization of Hotel W Management through Performance Comparison of Support Vector Machine and Linear Regression Algorithm in Forecasting Occupancy

Anshori, M. Y., Herlambang, T., Asyari, V., Arof, H., Firdaus, A. A., Oktafianto, K. & Suharto, B., 2024, In: Nonlinear Dynamics and Systems Theory. 24, 3, p. 228-235 8 p.

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

1 Citation (Scopus)

Optimized Kalman filtering in dynamical environments for thumb robot motion estimation

Herlambang, T., Susanto, F. A., Firdaus, A. A., Kusuma, V. A., Suprapto, S. S., Muhaimin & Arof, H., Nov 2024, In: International Journal of Reconfigurable and Embedded Systems. 13, 3, p. 512-519 8 p.

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

Open Access

Quantum binary particle swarm optimization for optimal on-load tap changing and power loss reduction

Firdaus, A. A., Sulistiawati, I. B., Kusuma, V. A., Putra, D. F. U., Arof, H., Putra, N. P. U. & Suprapto, S. S., Apr 2024, In: Telkomnika (Telecommunication Computing Electronics and Control). 22, 2, p. 488-498 11 p.

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

Open Access

Square Root Ensemble Kalman Filter for Forefinger Motion Estimation as Post-Stroke Patients’ Medical Rehabilitation

Herlambang, T., Susanto, F. A., Nurhadi, H., Oktafianto, K., Arof, H. & Marjianto, R. S., 2024, In: Nonlinear Dynamics and Systems Theory. 24, 4, p. 392-399 8 p.

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

Trajectory Estimation of Amphibious Aircraft Using H-Infinity and Ensemble Kalman Filter Methods

Herlambang, T., Syamsuar, S., Yudianto, F., Basuki, A., Wijiatmoko, G., Roschyntawati, A., Hendrato, H., Oktafianto, K. & Marjianto, R. S., 2024, In: Nonlinear Dynamics and Systems Theory. 24, 3, p. 259-266 8 p.

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

1 Citation (Scopus)

2023

Analysis of the Educational Application User’s Satisfaction Levels by Using the Integrated Entropy Weight-VIKOR Method

Dina, N. Z. & Juniarta, N., 2023, In: DESIDOC Journal of Library and Information Technology. 43, 2, p. 69-77 9 p.

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

Analysis of the effect of a microcontroller-based solar panel cooling system on temperature and power output

Kusuma, V. A., Aprillia, H., Suprapto, S. S., Ramadhani, M. N., Firdaus, A. A. & Putra, D. F. U., Jun 2023, In: International Journal of Applied Power Engineering. 12, 2, p. 119-125 7 p.

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

Open Access

3 Citations (Scopus)

AUTOMATIC BODY DISINFECTION TUNNEL OF COVID-19 VIRUS WITH TEMPERATURE SCANNER AND UV-C RADIATION

Yunardi, R. T. & A’yun, Q., 2023, In: Suranaree Journal of Science and Technology. 30, 3, 010230.

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

Design and Application of Near Infrared LED and Solenoid Magnetic Field Instrument to Inactivate Pathogenic Bacteria

Arifianto, D., Astuti, S. D., Permatasari, P. A. D., Arifah, I., Yaqubi, A. K., Rulaningtyas, R. & Syahrom, A., Apr 2023, In: Micromachines. 14, 4, 848.

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

Open Access

Gym training muscle fatigue monitoring using EMG myoware and arduino with envelope and sliding window methods

Suprapto, S. S., Kusuma, V. A., Farid, M. N., Nursyeha, M. A., Sugiarto, K., Firdaus, A. A. & Putra, D. F. U., Nov 2023, In: International Journal of Reconfigurable and Embedded Systems. 12, 3, p. 345-350 6 p.

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

Open Access

2 Citations (Scopus)

Improved load frequency control performance by tuning parameters of PID controller and BESS using Bat algorithm

Uman Putra, D. F., Akbar Firdaus, A., Arof, H., Uman Putra, N. P. & Andria Kusuma, V., Oct 2023, In: Bulletin of Electrical Engineering and Informatics. 12, 5, p. 2624-2634 11 p.

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

Open Access

3 Citations (Scopus)

Is adopting artificial intelligence in libraries urgency or a buzzword? A systematic literature review

Harisanty, D., Anna, N. E. V., Putri, T. E., Firdaus, A. A. & Noor Azizi, N. A., 2023, (Accepted/In press) In: Journal of Information Science.

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

12 Citations (Scopus)

Leveraging PSO algorithms to achieve optimal stand-alone microgrid performance with a focus on battery lifetime

Kusuma, V. A., Firdaus, A. A., Suprapto, S. S., Putra, D. F. U., Prasetyo, Y. & Filliana, F., Sept 2023, In: International Journal of Applied Power Engineering. 12, 3, p. 293-299 7 p.

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

Open Access

2 Citations (Scopus)

WEBSITE ONLINE PORTAL DESIGN OF SAJEN VILLAGE, PACET, MOJOKERTO

Alifian Sukma, Rachman Sinatriya Marjianto & Tesa Eranti Putri, Jul 2023, In: Jurnal Layanan Masyarakat (Journal of Public Services). 7, 1, p. 82-90 9 p.

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

2022

An in-vivo study of photobiomodulation using 403 nm and 649 nm diode lasers for molar tooth extraction wound healing in wistar rats

Astuti, S. D., Sulistyo, A., Setiawatie, E. M., Khasanah, M., Purnobasuki, H., Arifianto, D., Susilo, Y., Alamsyah, K. A., Suhariningsih & Syahrom, A., Apr 2022, In: Odontology / the Society of the Nippon Dental University. 110, 2, p. 240-253 14 p.

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

Open Access

12 Citations (Scopus)

Database design of the Malaysia public figures web archive repository: a social and cultural heritage web collections

Saiful Bahry, F. D., Amran, N., Putri, T. E. & Ramli, M. I., 21 Sept 2022, In: Collection and Curation.

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

DERIVING CUSTOMERS PREFERENCES FOR HOTELS FROM UNSTRUCTURED DATA

Dina, N. Z. & Juniarta, N., 2022, In: Geojournal of Tourism and Geosites. 43, 3, p. 872-877 6 p.

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

Open Access

2 Citations (Scopus)

Influences of Social Learning on Customer’s Intention to Download an Application from a Start-up Company

Justitia, A., Ambarrina, D., Raharjana, I. K., Dina, N. Z. & Iahad, N. A., Nov 2022, In: TEM Journal. 11, 4, p. 1640-1652 13 p.

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

Open Access

1 Citation (Scopus)

Leaders, practitioners and scientists' awareness of artificial intelligence in libraries: a pilot study

Harisanty, D., Anna, N. E. V., Putri, T. E., Firdaus, A. A. & Noor Azizi, N. A., 2022, (Accepted/In press) In: Library Hi Tech.

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

Open Access

42 Citations (Scopus)

2021

Combination effect of laser diode for photodynamic therapy with doxycycline on a wistar rat model of periodontitis

Astuti, S. D., Utomo, I. B., Setiawatie, E. M., Khasanah, M., Purnobasuki, H., Arifianto, D. & Alamsyah, K. A., Dec 2021, In: BMC Oral Health. 21, 1, 80.

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

Open Access

13 Citations (Scopus)

Digital Literacy For Covid 19 Information In Indonesian Society

Harisanty, D., Srirahayu, D. P., Anna, N. E. V., Mannan, E. F., Anugrah, E. P. & Dina, N. Z., 2021, In: Library Philosophy and Practice. 2021, p. 1-14 14 p.

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

2 Citations (Scopus)

Holonomic implementation of three wheels omnidirectional mobile robot using DC motors

Yunardi, R. T., Arifianto, D., Bachtiar, F. & Prananingrum, J. I., Mar 2021, In: Journal of Robotics and Control (JRC). 2, 2, p. 65-71 7 p.

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

Open Access

26 Citations (Scopus)

Measuring User Satisfaction of Educational Service Applications Using Text Mining and Multicriteria Decision-Making Approach

Dina, N. Z., Yunardi, R. T., Firdaus, A. A. & Juniarta, N., 2021, In: International Journal of Emerging Technologies in Learning. 16, 17, p. 76-88 13 p.

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

Open Access

5 Citations (Scopus)

Real time harmonic load identification based on fast fourier transform and artificial neural network

Anggriawan, D. O., Amsyar, A., Firdaus, A. A., Wahjono, E., Sudiharto, I., Prasetyono, E. & Tjahjono, A., 2021, In: International Review of Electrical Engineering. 16, 3, p. 220-228 9 p.

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

4 Citations (Scopus)

Research on Application of Information Technology for Library Information Service

Dina, N. Z. & Juniarta, N., 2021, In: Library Philosophy and Practice. 2021

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

1 Citation (Scopus)

TF-IDF Decision Matrix to Measure Customers’ Satisfaction of Ride Hailing Mobile Application Services: Multi-Criteria Decision-Making Approach

Dina, N. Z., Triwastuti, R. & Silfiani, M., 2021, In: International Journal of Interactive Mobile Technologies. 15, 17, p. 104-118 15 p.

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

Open Access

3 Citations (Scopus)

The comparison of dual axis photovoltaic tracking system using artificial intelligence techniques

Ali, M., Firdaus, A. A., Arof, H., Nurohmah, H., Suyono, H., Putra, D. F. U. & Muslim, M. A., 1 Dec 2021, In: IAES International Journal of Artificial Intelligence. 10, 4, p. 901-909 9 p.

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

Open Access

10 Citations (Scopus)

Utilizing Text Mining and Feature-Sentiment-Pairs to Support Data-Driven Design Automation Massive Open Online Course

Dina, N. Z., Yunardi, R. T. & Firdaus, A. A., 2021, In: International Journal of Emerging Technologies in Learning. 16, 1, p. 134-151 18 p.

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

Open Access

17 Citations (Scopus)

Website based library service development for elementary school library services (case study: a private elementary school library in surabaya)

Dina, N. Z., Annisya, I. N. & Juniarta, N., 2021, In: Library Philosophy and Practice. 2021, p. 1-10 10 p.

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

1 Citation (Scopus)

2020

An improved control for MPPT based on FL-PSo to minimize oscillation in photovoltaic system

Firdaus, A. A., Yunardi, R. T., Agustin, E. I., Nahdliyah, S. D. N. & Nugroho, T. A., Jun 2020, In: International Journal of Power Electronics and Drive Systems. 11, 2, p. 1082-1087 6 p.

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

Open Access

16 Citations (Scopus)

Detection and identification of voltage variation events based on artificial neural network

Anggriawan, D. O., Mubarok, R. H., Prasetyono, E., Wahjono, E., Fitrianto, M. I., Firdaus, A. A., Budikarso, A. & Tjahjono, A., Sept 2020, In: International Review of Automatic Control. 13, 5, p. 224-230 7 p.

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