• 491 Citations
  • 12 h-Index
19982020

Research output per year

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Research Output

  • 491 Citations
  • 12 h-Index
  • 60 Conference contribution
  • 36 Article
  • 11 Conference article
  • 4 Paper
2020

Data-driven fault diagnosis of power transformers using dissolved gas analysis (DGA)

Dhini, A., Faqih, A., Kusumoputro, B., Surjandari, I. & Kusiak, A., 1 Jan 2020, In : International Journal of Technology. 11, 2, p. 388-399 12 p.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Elman Recurrent Neural Networks Based Direct Inverse Control for Quadrotor Attitude and Altitude Control

Kamanditya, B. & Kusumoputro, B., Jun 2020, Proceedings of International Conference on Intelligent Engineering and Management, ICIEM 2020. Institute of Electrical and Electronics Engineers Inc., p. 39-43 5 p. 9160191. (Proceedings of International Conference on Intelligent Engineering and Management, ICIEM 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Emotion Recognition Based on DEAP Database using EEG Time-Frequency Features and Machine Learning Methods

Kusumaningrum, T. D., Faqih, A. & Kusumoputro, B., 28 May 2020, In : Journal of Physics: Conference Series. 1501, 1, 012020.

Research output: Contribution to journalConference article

Open Access
2019

A Comparison of Back Propagation Neural Network and Elman Recurrent Neural Network Algorithms on Altitude Control of Heavy-lift Hexacopter Based on Direct Inverse Control

Suprapto, B. Y. & Putro, B. K., 7 Jan 2019, Proceedings of 2018 International Conference on Electrical Engineering and Computer Science, ICECOS 2018. Institute of Electrical and Electronics Engineers Inc., p. 79-84 6 p. 8605240. (Proceedings of 2018 International Conference on Electrical Engineering and Computer Science, ICECOS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Analysis of CNN Architectures for Pose Estimation of Noisy 3-D Face Images

Kuswana, R. P., Akhmad, F. & Kusumoputro, B., Oct 2019, 2019 2nd International Conference on Signal Processing and Information Security, ICSPIS 2019. Institute of Electrical and Electronics Engineers Inc., 9045906. (2019 2nd International Conference on Signal Processing and Information Security, ICSPIS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Comparison of original honey (Apis sp and Tetragonula sp) and fake honey compounds in Indonesia using gas chromatography-mass spectrometry (GC-MS)

Damayanti, N. W., Sahlan, M., Lischer, K., Hermansyah, H., Kusumoputro, B. & Pratami, D. K., 10 Dec 2019, 4th Biomedical Engineering''s Recent Progress in Biomaterials, Drugs Development, Health, and Medical Devices: Proceedings of the International Symposium of Biomedical Engineering, ISBE 2019. Lischer, K., Abuzairi, T., Rahman, S. F. & Gozan, M. (eds.). American Institute of Physics Inc., 030018. (AIP Conference Proceedings; vol. 2193).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Convolution Neural Network for Pose Estimation of Noisy Three-Dimensional Face Images

Kamanditya, B., Kuswara, R. P., Nugroho, M. A. & Putro, B. K., 28 Jan 2019, 2018 IEEE 5th International Conference on Engineering Technologies and Applied Sciences, ICETAS 2018. Institute of Electrical and Electronics Engineers Inc., 8629150. (2018 IEEE 5th International Conference on Engineering Technologies and Applied Sciences, ICETAS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Data acquisition for rocket model identification with aircraft simulator X-plane and MATLAB

Gusti Agung Agastya, T. & Kusumoputro, B., Jul 2019, 2019 16th International Conference on Quality in Research, QIR 2019 - International Symposium on Electrical and Computer Engineering. Institute of Electrical and Electronics Engineers Inc., 8898281. (2019 16th International Conference on Quality in Research, QIR 2019 - International Symposium on Electrical and Computer Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Emotion classification system based on non-linear EEG signal using backpropagation neural network

Sari, D. A. L., Kusumaningrum, T. D., Faqih, A. & Kusumoputro, B., 10 Dec 2019, 4th Biomedical Engineering''s Recent Progress in Biomaterials, Drugs Development, Health, and Medical Devices: Proceedings of the International Symposium of Biomedical Engineering, ISBE 2019. Lischer, K., Abuzairi, T., Rahman, S. F. & Gozan, M. (eds.). American Institute of Physics Inc., 050010. (AIP Conference Proceedings; vol. 2193).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Exploring the feature selection of the EEG signal time and frequency domain features for k-NN and weighted k-NN

Theresia Diah, K., Faqih, A. & Kusumoputro, B., Nov 2019, Proceedings of 2019 IEEE Region 10 Humanitarian Technology Conference, R10-HTC 2019. Institute of Electrical and Electronics Engineers Inc., 9042448. (IEEE Region 10 Humanitarian Technology Conference, R10-HTC; vol. 2019-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hyper-parameter determination of CNN classifier for head pose estimation of three dimensional degraded face images

Kuswana, R. P., Faqih, A. & Kusumoputro, B., Sep 2019, Proceedings of ICAITI 2019 - 2nd International Conference on Applied Information Technology and Innovation: Exploring the Future Technology of Applied Information Technology and Innovation. Humaira, H., Hidayat, R., Alanda, A., Sonatha, Y. & Rahmayuni, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 99-104 6 p. 8982142. (Proceedings of ICAITI 2019 - 2nd International Conference on Applied Information Technology and Innovation: Exploring the Future Technology of Applied Information Technology and Innovation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Improving the reliability of RPM measurement of UAV propeller using outliers removal technique

Muliadi, J., Setiyoko, A. & Kusumoputro, B., 9 May 2019, Proceedings - 2018 International Conference on Control, Electronics, Renewable Energy and Communications, ICCEREC 2018. Institute of Electrical and Electronics Engineers Inc., p. 110-114 5 p. 8711990. (Proceedings - 2018 International Conference on Control, Electronics, Renewable Energy and Communications, ICCEREC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intelligent Fault Diagnosis for Power Transformer Based on DGA Data Using Support Vector Machine (SVM)

Dhini, A., Surjandari, I., Faqih, A. & Kusumoputro, B., 11 Apr 2019, Proceedings - 2018 3rd International Conference on System Reliability and Safety, ICSRS 2018. Institute of Electrical and Electronics Engineers Inc., p. 294-298 5 p. 8688719. (Proceedings - 2018 3rd International Conference on System Reliability and Safety, ICSRS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Mackey-glass chaotic time series prediction using modified rbf neural networks

Faqih, A., Lianto, A. P. & Kusumoputro, B., 10 Jan 2019, Proceedings of the 2019 2nd International Conference on Software Engineering and Information Management, ICSIM 2019 - Workshop 2019 2nd International Conference on Big Data and Smart Computing, ICBDSC 2019. Association for Computing Machinery, p. 7-11 5 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

SOM-based direct inverse trajectory control system for double-propeller boat maneuvers

Priandana, K. & Kusumoputro, B., 1 Jan 2019, In : IEEE Access. 7, p. 132503-132515 13 p., 8824068.

Research output: Contribution to journalArticle

Open Access

The back-propagation neural network classification of EEG signal using time frequency domain feature extraction

Theresia, D. K., Ana, D., Faqih, A. & Kusumoputro, B., Jul 2019, 2019 16th International Conference on Quality in Research, QIR 2019 - International Symposium on Electrical and Computer Engineering. Institute of Electrical and Electronics Engineers Inc., 8898288. (2019 16th International Conference on Quality in Research, QIR 2019 - International Symposium on Electrical and Computer Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Three mixture of odor classification using convolutional neural network

Utama, I. B. K. Y., Faqih, A. & Kusumoputro, B., Jul 2019, 2019 16th International Conference on Quality in Research, QIR 2019 - International Symposium on Electrical and Computer Engineering. Institute of Electrical and Electronics Engineers Inc., 8898255. (2019 16th International Conference on Quality in Research, QIR 2019 - International Symposium on Electrical and Computer Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Anti-inflammatory activity of Tetragronula species from Indonesia

Sahlan, M., Devina, A., Pratami, D. K., Situmorang, H., Farida, S., Mun'im, A., Putro, B. K., Yohda, M., Faried, A., Misri & Ledyawati, M., 1 Jan 2018, (Accepted/In press) In : Saudi Journal of Biological Sciences.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Assessing the method of state space determination from the quadrotor flight simulation

Muliadi, J. & Putro, B. K., 8 Jan 2018, Proceedings - 2017 International Seminar on Application for Technology of Information and Communication: Empowering Technology for a Better Human Life, iSemantic 2017. Institute of Electrical and Electronics Engineers Inc., p. 258-263 6 p. (Proceedings - 2017 International Seminar on Application for Technology of Information and Communication: Empowering Technology for a Better Human Life, iSemantic 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Design and development of heavy-lift hexacopter for heavy payload

Suprapto, B. Y., Heryanto, M. A., Suprijono, H., Muliadi, J. & Putro, B. K., 8 Jan 2018, Proceedings - 2017 International Seminar on Application for Technology of Information and Communication: Empowering Technology for a Better Human Life, iSemantic 2017. Institute of Electrical and Electronics Engineers Inc., p. 242-246 5 p. (Proceedings - 2017 International Seminar on Application for Technology of Information and Communication: Empowering Technology for a Better Human Life, iSemantic 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Multi-step ahead prediction of Lorenz's chaotic system using SOM ELM-RBFNN

Faqih, A., Kamanditya, B. & Putro, B. K., 17 Aug 2018, CITS 2018 - 2018 International Conference on Computer, Information and Telecommunication Systems. Obaidat, M. S., Nicopolitidis, P., Obaidat, M. S., Lorenz, P., Hsiao, K-F., Obaidat, M. S. & Cascado-Caballero, D. (eds.). Institute of Electrical and Electronics Engineers Inc., 8440187. (CITS 2018 - 2018 International Conference on Computer, Information and Telecommunication Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Neural network based system for detecting and diagnosing faults in steam turbine of thermal power plant

Dhini, A., Putro, B. K. & Prajitno, I. S., 12 Jan 2018, Proceedings - 2017 IEEE 8th International Conference on Awareness Science and Technology, iCAST 2017. Institute of Electrical and Electronics Engineers Inc., p. 149-154 6 p. (Proceedings - 2017 IEEE 8th International Conference on Awareness Science and Technology, iCAST 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Neural Network Control System of UAV Altitude Dynamics and Its Comparison with the PID Control System

Muliadi, J. & Putro, B. K., 1 Jan 2018, In : Journal of Advanced Transportation. 2018, 3823201.

Research output: Contribution to journalArticle

Open Access
16 Citations (Scopus)

Performance analysis of a backpropagation neural controller system for a double-propeller boat model

Priandana, K. & Putro, B. K., 8 Jan 2018, Proceedings - 2017 International Seminar on Application for Technology of Information and Communication: Empowering Technology for a Better Human Life, iSemantic 2017. Institute of Electrical and Electronics Engineers Inc., p. 221-226 6 p. (Proceedings - 2017 International Seminar on Application for Technology of Information and Communication: Empowering Technology for a Better Human Life, iSemantic 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Vibration-signature-based inter-turn short circuit identification in a three-phase induction motor using multiple hidden layer back propagation neural networks

Sawitri, D. R., Heryanto, M. A., Suprijono, H., Purnomo, M. H. & Putro, B. K., 1 Jan 2018, In : International Review of Electrical Engineering. 13, 2, p. 98-106 9 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)
2017

Adaptive PID controller based on additional error of an inversed-control signal for improved performance of brushless DC motor

Rif'an, M., Yusivar, F. & Putro, B. K., 5 Dec 2017, QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering. Institute of Electrical and Electronics Engineers Inc., p. 315-320 6 p. (QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Altitude control of heavy-lift hexacopter using direct inverse control based on elman recurrent neural network

Suprapto, B. Y., Heryanto, M. A., Suprijono, H. & Putro, B. K., 20 Jan 2017, Proceedings of the 8th International Conference on Computer Modeling and Simulation, ICCMS 2017. Association for Computing Machinery, p. 135-140 6 p. (ACM International Conference Proceeding Series; vol. Part F128047).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Attitude and altitude control of a quadcopter using neural network based direct inverse control scheme

Heryanto, M. A., Suprijono, H., Suprapto, B. Y. & Putro, B. K., 1 May 2017, In : Advanced Science Letters. 23, 5, p. 4060-4064 5 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Determining the UAV state space rotational dynamics model using algebraic inversion technique

Muliadi, J. & Putro, B. K., 20 Jan 2017, Proceedings of the 8th International Conference on Computer Modeling and Simulation, ICCMS 2017. Association for Computing Machinery, p. 52-56 5 p. (ACM International Conference Proceeding Series; vol. Part F128047).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
Open Access
11 Citations (Scopus)
7 Citations (Scopus)
9 Citations (Scopus)
1 Citation (Scopus)

Emotion recognition system based on EEG signals using relative wavelet energy features and a modified radial basis function neural networks

Krisnandhika, B., Faqih, A., Purnamasari, P. D. & Putro, B. K., 29 Aug 2017, 2017 International Conference on Consumer Electronics and Devices, ICCED 2017. Institute of Electrical and Electronics Engineers Inc., p. 50-54 5 p. 8019990. (2017 International Conference on Consumer Electronics and Devices, ICCED 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Estimating the UAV moments of inertia directly from its flight data

Muliadi, J., Langit, R. & Putro, B. K., 5 Dec 2017, QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering. Institute of Electrical and Electronics Engineers Inc., p. 190-196 7 p. (QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Estimation and control of sensorless brushless dc motor drive using ensemble kalman filter

Rif'an, M., Yusivar, F. & Putro, B. K., 20 Jan 2017, Proceedings of the 8th International Conference on Computer Modeling and Simulation, ICCMS 2017. Association for Computing Machinery, p. 192-195 4 p. (ACM International Conference Proceeding Series; vol. Part F128047).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Fuzzy-appearance manifold and fuzzy nearest distance for face recognition on various poses and degraded images

Nugroho, M. A. & Putro, B. K., 5 Dec 2017, QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering. Institute of Electrical and Electronics Engineers Inc., p. 342-346 5 p. (QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy vector implementation on manifold embedding for head pose estimation with degraded images using fuzzy nearest distance

Nugroho, M. A. & Putro, B. K., 24 Nov 2017, Proceedings of the 3rd International Conference on Communication and Information Processing, ICCIP 2017. Association for Computing Machinery, p. 454-457 4 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Mixed odors classification by Neural Network using Radial Basis Function

Faqih, A., Krisnandhika, B. & Putro, B. K., 7 Jun 2017, 2017 3rd International Conference on Control, Automation and Robotics, ICCAR 2017. Institute of Electrical and Electronics Engineers Inc., p. 567-570 4 p. 7942761. (2017 3rd International Conference on Control, Automation and Robotics, ICCAR 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Modified elman recurrent neural network for attitude and altitude control of heavy-lift hexacopter

Suprapto, B. Y., Mustaqim, A., Wahab, W. & Putro, B. K., 5 Dec 2017, QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering. Institute of Electrical and Electronics Engineers Inc., p. 309-314 6 p. (QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Relative wavelet bispectrum feature for alcoholic EEG signal classification using artificial neural network

Purnamasari, P. D., Ratna, A. A. P. & Putro, B. K., 5 Dec 2017, QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering. Institute of Electrical and Electronics Engineers Inc., p. 154-158 5 p. (QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

The design of ISM-band radar antenna for small boat's trajectory tracking

Priandana, K., Putro, B. K. & Rahardjo, E. T., 5 Dec 2017, QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering. Institute of Electrical and Electronics Engineers Inc., p. 96-100 5 p. (QiR 2017 - 2017 15th International Conference on Quality in Research (QiR): International Symposium on Electrical and Computer Engineering; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2016

An improved single neuron adaptive PID controller system based on additional error of an inversed-control signal

Putro, B. K. & Rif’An, M., 1 Oct 2016, In : Advanced Science Letters. 22, 10, p. 2666-2670 5 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Artificial neural networks based emotion classification system through relative wavelet energy of EEG signal

Purnamasari, P. D., Ratna, A. A. P. & Putro, B. K., 17 Dec 2016, Proceedings of 2016 5th International Conference on Network, Communication and Computing, ICNCC 2016. Association for Computing Machinery, p. 135-139 5 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Comparison of neural networks based direct inverse control systems for a double propeller boat model

Priandana, K., Wahab, W. & Putro, B. K., 17 Dec 2016, Proceedings of 2016 5th International Conference on Network, Communication and Computing, ICNCC 2016. Association for Computing Machinery, p. 310-315 6 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Development of an attitude control system of a heavy-lift hexacopter using Elman recurrent neural networks

Putro, B. K., Suprijono, H., Heryanto, M. A. & Suprapto, B. Y., 20 Oct 2016, 2016 22nd International Conference on Automation and Computing, ICAC 2016: Tackling the New Challenges in Automation and Computing. Wang, J. & Xu, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 27-31 5 p. 7604889. (2016 22nd International Conference on Automation and Computing, ICAC 2016: Tackling the New Challenges in Automation and Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)
Open Access
Open Access
4 Citations (Scopus)