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  • 2020
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Author

  • Wisnu Jatmiko
Article

Automatic Arrhythmia Beat Detection: Algorithm, System, and Implementation

Jatmiko, W., Setiawan, I. M. A., Akbar, M. A., Suryana, M. E., Wardhana, Y. & Rachmadi, M. F., 1 Aug 2016, In : Makara Journal of Technology. 20, 2, p. 82-92

Research output: Contribution to journalArticle

Open Access

Clustering versus incremental learning multi-codebook fuzzy neural network for multi-modal data classification

Ma'sum, M. A., Sanabila, H. R., Mursanto, P. & Jatmiko, W., 1 Mar 2020, In : Computation. 8, 1, 6.

Research output: Contribution to journalArticle

Open Access
6 Citations (Scopus)

Dataset of short-term prediction of CO2 concentration based on a wireless sensor network

Wibisono, A., Wisesa, H. A., Habibie, N., Arshad, A., Murdha, A., Jatmiko, W., Gamal, A., Hermawan, I. & Aminah, S., Aug 2020, In : Data in Brief. 31, 105924.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)
Open Access

Distance-to-mean continuous conditional random fields: Case study in traffic congestion

Purbarani, S. C., Sanabila, H. R., Wibisono, A., Alfiany, N., Wisesa, H. A. & Jatmiko, W., 1 Dec 2019, In : Information (Switzerland). 10, 12, 382.

Research output: Contribution to journalArticle

Open Access

Dynamic swarm particle for fast motion vehicle tracking

Jati, G., Gunawan, A. A. S. & Jatmiko, W., 1 Jan 2019, In : ETRI Journal.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Ellipse detection on embryo imaging using Random Sample Consensus (RANSAC) method based on arc segment

Syulistyo, A. R., Aprinaldi, Bowolaksono, A., Wiweko, B., Prati, A., Purnomo, D. M. J. & Jatmiko, W., 1 Jan 2016, In : International Journal on Smart Sensing and Intelligent Systems. 9, 3, p. 1384-1409 26 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Enhanced Social Spider Optimization Algorithm for Increasing Performance of Multiple Pursuer Drones in Neutralizing Attacks from Multiple Evader Drones

Husodo, A. Y., Jati, G., Octavian, A. & Jatmiko, W., 1 Jan 2020, In : IEEE Access. 8, p. 22145-22161 17 p., 8967069.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Modification of particle swarm optimization by reforming global best term to accelerate the searching of odor sources

Widiyanto, D., Purnomo, D. M. J., Jati, G., Mantau, A. J. & Jatmiko, W., 1 Jan 2016, In : International Journal on Smart Sensing and Intelligent Systems. 9, 3, p. 1410-1430 21 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Optimal feature aggregation and combination for two-dimensional ensemble feature selection

Alhamidi, M. R. & Jatmiko, W., 1 Jan 2020, In : Information (Switzerland). 11, 1, 38.

Research output: Contribution to journalArticle

Open Access

Optimization of backpropagation using nguyen-widrow and stimulus-sampling for breast cancer classification and feature selection

Wibowo, A., Setianto, D., Panji Wisnu, W. & Jatmiko, W., 1 Jan 2019, In : Journal of Engineering Science and Technology. 14, 6, p. 3437-3456 20 p.

Research output: Contribution to journalArticle

PSO algorithm for single and multiple odor sources localization problems: Progress and challenge

Jatmiko, W., Jovan, F., Dhiemas, R. Y. S., Alvissalim, M. S., Febrian, A., Widiyanto, D., Purnomo, D. M. J., Wisesa, H. A., Fukuda, T. & Sekiyama, K., 1 Jan 2016, In : International Journal on Smart Sensing and Intelligent Systems. 9, 3, p. 1431-1478 48 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Switching target communication strategy for optimizing multiple pursuer drones performance in immobilizing Kamikaze multiple evader drones

Husodo, A. Y., Jati, G., Octavian, A. & Jatmiko, W., 1 Jan 2020, (Accepted/In press) In : ICT Express.

Research output: Contribution to journalArticle

Open Access

Traffic big data prediction and visualization using Fast Incremental Model Trees-Drift Detection (FIMT-DD)

Wibisono, A., Jatmiko, W., Wisesa, H. A., Hardjono, B. & Mursanto, P., 1 Feb 2016, In : Knowledge-Based Systems. 93, p. 33-46 14 p.

Research output: Contribution to journalArticle

42 Citations (Scopus)

Utilizing Google images for training classifiers in CRF-based semantic segmentation

Rangkuti, R. P., Dewanto, V., Aprinaldi & Jatmiko, W., 1 Jan 2016, In : Journal of Advanced Computational Intelligence and Intelligent Informatics. 20, 3, p. 455-461 7 p.

Research output: Contribution to journalArticle

Book

Bunga rampai penelitian di Indonesia

Jatmiko, W., 2018, UI Publishing. 405 p.

Research output: Book/ReportBook

Conference contribution

2-Dimensional homogeneous distributed ensemble feature selection

Alhamidi, M. R., Arsa, D. M. S., Rachmadi, M. F. & Jatmiko, W., 17 Jan 2019, 2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 367-372 6 p. 8618266. (2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018).

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

1 Citation (Scopus)

3D Edge Convolution in Deep Neural Network Implementation for Land Cover Semantic Segmentation of Airborne LiDAR Data

Hamid, N., Wibisono, A., Anwar Ma'Sum, M., Gamal, A., Ardhianto, R., Arymurthy, A. M. & Jatmiko, W., Jul 2019, 2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019. Institute of Electrical and Electronics Engineers Inc., p. 216-220 5 p. 8935980. (2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019).

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

Accurate visual tracking by combining Bayesian and evolutionary optimization framework

Jati, G., Gunawan, A. A. S., Jatmiko, W. & Febrian, A., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 523-528 6 p. 7872795. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

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

1 Citation (Scopus)

Adaptive Multi-Strategy Observation of Kernelized Correlation Filter for Visual Object Tracking

Ramadhani, RA. A., Jati, G., Jatmiko, W. & Husodo, A. Y., Jul 2019, 2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019. Institute of Electrical and Electronics Engineers Inc., p. 134-139 6 p. 8936042. (2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019).

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

Algal growth rate modeling and prediction optimization using incorporation of MLP and CPSO algorithm

Jatmiko, W., Purnomo, D. M. J., Alhamidi, M., Wibisono, A., Wisesa, H., Mursanto, P., Bowolaksono, A., Hendrayanti, D. & Addana, F., 21 Mar 2016, 2015 International Symposium on Micro-NanoMechatronics and Human Science, MHS 2015. Institute of Electrical and Electronics Engineers Inc., 7438293. (2015 International Symposium on Micro-NanoMechatronics and Human Science, MHS 2015).

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

7 Citations (Scopus)

An adaptive selective background learning-hole filling algorithm to improve vehicle detection

Alhamidi, M. R., Ayunina, Q., Wibisono, A., Mursanto, P. & Jatmiko, W., 19 Feb 2016, ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 237-242 6 p. 7415188. (ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings).

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

2 Citations (Scopus)

An efficient implementation of generalized extreme studentized deviate (GESD) on field programmable gate array (FPGA)

Priyantini, D. T., Wardhana, Y., Alhamidi, M. R., Purnomo, D. M. J., Aprinaldi, Mursanto, P. & Jatmiko, W., 7 Sep 2016, Proceedings - 2015 International Conference on Computers, Communications and Systems, ICCCS 2015. Institute of Electrical and Electronics Engineers Inc., p. 14-18 5 p. 7562844. (Proceedings - 2015 International Conference on Computers, Communications and Systems, ICCCS 2015).

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

1 Citation (Scopus)

An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm

Jati, G., Rachmasari, A. R., Jatmiko, W., Mursanto, P. & Sediono, W., 29 Jan 2018, Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security. Institute of Electrical and Electronics Engineers Inc., p. 155-160 6 p. (Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security; vol. 2018-January).

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

3 Citations (Scopus)

A real time vehicle counting based on adaptive tracking approach for highway videos

Soleh, M., Jati, G., Sasongko, A. T., Jatmiko, W. & Hilman, M. H., 29 Jan 2018, Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security. Institute of Electrical and Electronics Engineers Inc., p. 93-98 6 p. (Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security; vol. 2018-January).

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

4 Citations (Scopus)

A review of big data analytics in the biomedical field

Jatmiko, W., Arsa, D. M. S., Wisesa, H., Jati, G. & Ma'Sum, M. A., 6 Mar 2017, 2016 International Workshop on Big Data and Information Security, IWBIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 31-39 9 p. 7872886. (2016 International Workshop on Big Data and Information Security, IWBIS 2016).

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

4 Citations (Scopus)

Automatic fetal head approximation using Particle Swarm Optimization based Gaussian Elliptical Path

Ma'Sum, M. A., Rahmah, N., Sanabila, H. R., Wisesa, H. A. & Jatmiko, W., 21 Mar 2016, 2015 International Symposium on Micro-NanoMechatronics and Human Science, MHS 2015. Institute of Electrical and Electronics Engineers Inc., 7438274. (2015 International Symposium on Micro-NanoMechatronics and Human Science, MHS 2015).

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

3 Citations (Scopus)

Bhattacharyya distance-based tracking: A vehicle counting application

Baskoro, J. B., Wibisono, A. & Jatmiko, W., 4 May 2018, 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017. Institute of Electrical and Electronics Engineers Inc., p. 439-444 6 p. 8355071. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

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

Big data compression using spiht in Hadoop: A case study in multi-lead ECG signals

Jati, G., Kusuma, I., Hilman, M. H. & Jatmiko, W., 6 Mar 2017, 2016 International Workshop on Big Data and Information Security, IWBIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 133-137 5 p. 7872902. (2016 International Workshop on Big Data and Information Security, IWBIS 2016).

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

2 Citations (Scopus)

Block and booth floating point number multiplication algorithms in FPGA's generalized learning vector quantization implementation

Wardhana, Y., Putra, H. S., Sakinah, S. I., Jatmiko, W., Mursanto, P. & Setia, P. K., 29 Jan 2018, Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security. Institute of Electrical and Electronics Engineers Inc., p. 69-75 7 p. (Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security; vol. 2018-January).

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

Comparison of diagnostics set and feature selection for breast cancer classification based on microRNA expression

Khasburrahman, K., Wibowo, A., Waspada, I., Hashim, H. B. & Jatmiko, W., 30 Jan 2018, Proceedings - 2017 1st International Conference on Informatics and Computational Sciences, ICICoS 2017. Institute of Electrical and Electronics Engineers Inc., p. 165-169 5 p. (Proceedings - 2017 1st International Conference on Informatics and Computational Sciences, ICICoS 2017; vol. 2018-January).

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

1 Citation (Scopus)

Denoising Noisy ECG Signal Based on Adaptive Fourier Decomposition

Hermawan, I., Husodo, A. Y., Jatmiko, W., Wiweko, B., Boediman, A. & Pradekso, B. K., 1 Dec 2018, ISSIMM 2018 - 3rd International Seminar on Sensors, Instrumentation, Measurement and Metrology, Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 64-67 4 p. 8727739. (ISSIMM 2018 - 3rd International Seminar on Sensors, Instrumentation, Measurement and Metrology, Proceeding).

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

Design of intelligent k-means based on spark for big data clustering

Kusuma, I., Ma'Sum, M. A., Habibie, N., Jatmiko, W. & Suhartanto, H., 6 Mar 2017, 2016 International Workshop on Big Data and Information Security, IWBIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 89-95 7 p. 7872895. (2016 International Workshop on Big Data and Information Security, IWBIS 2016).

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

13 Citations (Scopus)

Developing smart telehealth system in Indonesia: Progress and challenge

Jatmiko, W., Ma'Sum, M. A., Isa, S. M., Imah, E. M., Rahmatullah, R. & Wiweko, B., 19 Feb 2016, ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 29-36 8 p. 7415199. (ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings).

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

9 Citations (Scopus)

Dynamic Motion Planning for Conducting Obstacle Avoidance Maneuver of Fixed Wing Autonomous Aerial Vehicle

Husodo, A. Y., Wisesa, H. A. & Jatmiko, W., Jul 2019, 2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019. Institute of Electrical and Electronics Engineers Inc., p. 78-83 6 p. 8936024. (2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019).

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

1 Citation (Scopus)

ECG signal compression by predictive coding and Set Partitioning in Hierarchical Trees (SPIHT)

Jati, G., Aprinaldi, Isa, S. M. & Jatmiko, W., 19 Feb 2016, ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 257-262 6 p. 7415191. (ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings).

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

3 Citations (Scopus)

Ellipse detection on embryo image using modification of arc Particle Swarm Optimization (ArcPSO) based arc segment

Syulistyo, A. R., Wisesa, H. A., Aprinaldi, Bowolaksono, A., Wiweko, B. & Jatmiko, W., 21 Mar 2016, 2015 International Symposium on Micro-NanoMechatronics and Human Science, MHS 2015. Institute of Electrical and Electronics Engineers Inc., 7438307. (2015 International Symposium on Micro-NanoMechatronics and Human Science, MHS 2015).

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

2 Citations (Scopus)

Enhanced Bayesian Tracker for Various Condition using Thermal Infrared Imagery

Chasanah, U., Jati, G. & Jatmiko, W., Dec 2018, MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science. Institute of Electrical and Electronics Engineers Inc., 8887042. (MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science).

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

Enhanced tele ECG system using Hadoop framework to deal with big data processing

Ma'Sum, M. A., Jatmiko, W. & Suhartanto, H., 6 Mar 2017, 2016 International Workshop on Big Data and Information Security, IWBIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 121-126 6 p. 7872900. (2016 International Workshop on Big Data and Information Security, IWBIS 2016).

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

4 Citations (Scopus)

Enhance generalized learning vector quantization using unsupervised extreme learning machine and intelligent K-means clustering

Ma'sum, M. A., Arsa, D. M. S., Habibie, N. & Jatmiko, W., 29 Jan 2018, Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security. Institute of Electrical and Electronics Engineers Inc., p. 77-83 7 p. (Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security; vol. 2018-January).

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

4 Citations (Scopus)

Ensemble Learning on Large Scale Financial Imbalanced Data

Sanabila, H. R. & Jatmiko, W., 24 Sep 2018, 2018 International Workshop on Big Data and Information Security, IWBIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 93-98 6 p. 8471702. (2018 International Workshop on Big Data and Information Security, IWBIS 2018).

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

4 Citations (Scopus)

Ensemble learning versus deep learning for Hypoxia detection in CTG signal

Riskyana Dewi Intan, P., Anwar Ma'sum, M. A., Alfiany, N., Jatmiko, W., Kekalih, A. & Bustamam, A., Oct 2019, 2019 International Workshop on Big Data and Information Security, IWBIS 2019. Institute of Electrical and Electronics Engineers Inc., p. 57-62 6 p. 8935796. (2019 International Workshop on Big Data and Information Security, IWBIS 2019).

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

1 Citation (Scopus)

Evolutionary segment selection for higher-order conditional random fields in semantic image segmentation

Habibie, N., Dewanto, V., Chandra, J., Ikhwantri, F., Santoso, H. B. & Jatmiko, W., 19 Feb 2016, ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 249-255 7 p. 7415150. (ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings).

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

Fast and Optimal Visual Tracking based on Spectral Method

Gunawan, A. A. S., Jatmiko, W. & Arymurthy, A. M., 1 Jan 2017, 2nd International Conference on Computer Science and Computational Intelligence, ICCSCI 2017. Budiharto, W., Suryani, D., Wulandhari, L. A., Chowanda, A., Gunawan, A. A. S., Hanafiah, N., Ham, H. & Meiliana (eds.). Elsevier B.V., p. 571-578 8 p. (Procedia Computer Science; vol. 116).

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

Open Access