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  • Wisnu Jatmiko
2016

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)

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

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)
6 Citations (Scopus)
1 Citation (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)

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)

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)

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

Genetic algorithm optimization for extreme learning machine based microalgal growth forecasting of Chlamydomonas sp

Purnomo, D. M. J., Purbarani, S. C., Wibisono, A., Hendrayanti, D., Bowolaksono, A., Mursanto, P., Ramdhan, D. H. & 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. 243-248 6 p. 7415189. (ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings).

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

Human Sperm tracking using Particle Swarm Optimization combined with Smoothing Stochastic sampling on low frame rate video

Aprinaldi, Jati, G., Gunawan, A. A. S., Bowolaksono, A., Lestari, S. W. & Jatmiko, W., 21 Mar 2016, 2015 International Symposium on Micro-NanoMechatronics and Human Science, MHS 2015. Institute of Electrical and Electronics Engineers Inc., 7438308. (2015 International Symposium on Micro-NanoMechatronics and Human Science, MHS 2015).

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

6 Citations (Scopus)

Implementation of adaptive fuzzy neuro generalized learning vector quantization (AFNGLVQ) on field programmable gate array (FPGA) for real world application

Afif, I. N., Wardhana, Y. & 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. 65-71 7 p. 7415192. (ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings).

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

4 Citations (Scopus)

Implementation of grid mapped robot planning algorithm in a continuous map for fire fighting robot

Purbarani, S. C., A'Yunina Moa, Q., Jati, G., Ma'Sum, M. A., 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., 7438292. (2015 International Symposium on Micro-NanoMechatronics and Human Science, MHS 2015).

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

2 Citations (Scopus)

Learning semantic segmentation score in weakly supervised convolutional neural network

Ikhwantri, F., Habibie, N., Syulistyo, A. R., Aprinaldi & Jatmiko, W., 7 Sep 2016, Proceedings - 2015 International Conference on Computers, Communications and Systems, ICCCS 2015. Institute of Electrical and Electronics Engineers Inc., p. 19-25 7 p. 7562845. (Proceedings - 2015 International Conference on Computers, Communications and Systems, ICCCS 2015).

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

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)

Multi codebook LVQ-based artificial neural network using clustering approach

Ma'Sum, M. A., Sanabila, H. R., Jatmiko, W. & Aprinaldi, 19 Feb 2016, ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 263-268 6 p. 7415193. (ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings).

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

5 Citations (Scopus)

Perceptron rule improvement on FIMT-DD for large traffic data stream

Wibisono, A., Wisesa, H. A., Jatmiko, W., Mursanto, P. & Sarwinda, D., 31 Oct 2016, 2016 International Joint Conference on Neural Networks, IJCNN 2016. Institute of Electrical and Electronics Engineers Inc., p. 5161-5167 7 p. 7727881. (Proceedings of the International Joint Conference on Neural Networks; vol. 2016-October).

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

10 Citations (Scopus)

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)

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

2017

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)

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)

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)

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)

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)

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

Fetal head segmentation based on Gaussian elliptical path optimize by flower pollination algorithm and cuckoo search

Kusuma, I., Ma'Sum, M. A., Sanabila, H. S., Wisesa, H. A., Jatmiko, W., Arymurthy, A. M. & Wiweko, B., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 564-571 8 p. 7872804. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

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

3 Citations (Scopus)

Generalized learning vector quantization particle swarm optimization (GLVQ-PSO) FPGA implementation for real-time electrocardiogram

Wardhana, Y., Jatmiko, W. & Rachmadi, M. F., 6 Mar 2017, 2016 International Workshop on Big Data and Information Security, IWBIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 103-108 6 p. 7872897. (2016 International Workshop on Big Data and Information Security, IWBIS 2016).

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

1 Citation (Scopus)

Generative oversampling method (GenOMe) for imbalanced data on apnea detection using ECG data

Sanabila, H. R., Kusuma, I. & Jatmiko, W., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 572-579 8 p. 7872805. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

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

4 Citations (Scopus)

Multi-sperm tracking using Hungarian Kalman Filter on low frame rate video

Jati, G., Gunawan, A. A. S., Lestari, S. W., Jatmiko, W. & Hilman, M. H., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 530-535 6 p. 7872796. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

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

4 Citations (Scopus)

Prediction the number of blastomere in time-lapse embryo using Conditional Random Field (CRF) method based on Bag of Visual Words (BoVW)

Arsa, D. M. S., Aprinaldi, Kusuma, I., Bowolaksono, A., Mursanto, P., Wiweko, B. & Jatmiko, W., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 446-453 8 p. 7872751. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

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

1 Citation (Scopus)

Sensor node for data sampling and correlation analysis of CO2 concentration with air humidity, temperature, and light intensity

Arshad, A., Habibie, N., Wibisono, A., Mursanto, P., Nugroho, W. S. & Jatmiko, W., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 111-116 6 p. 7872793. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

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

2 Citations (Scopus)

Structured support vector machine learning of conditional random fields

Rangkuti, R. P., Mantau, A. J., Dewanto, V., Habibie, N. & Jatmiko, W., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 548-555 8 p. 7872799. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

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

1 Citation (Scopus)

Vehicle traffic monitoring using single camera and embedded systems

Wiska, R., Alhamidi, M. R., Habibie, N., Wibisono, A., Mursanto, P., Ramdhan, D. H., Rachmadi, M. F. & Jatmiko, W., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 117-122 6 p. 7872806. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

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

1 Citation (Scopus)
2018

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 success story of low resistivity reservoir development through hydraulic fracturing in KL field

Sajjad, F. M., Kusuma, D. P., Amrizal, Suganda, W., Naja, S. & Jatmiko, W., 1 Jan 2018.

Research output: Contribution to conferencePaper

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

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

Bunga rampai penelitian di Indonesia

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

Research output: Book/ReportBook

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

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

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)