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  • Wisnu Jatmiko
2018

Improving Principal Component Analysis Performance for Reducing Spectral Dimension in Hyperspectral Image Classification

Arsa, D. M. S., Sanabila, H. R., Rachmadi, M. F., Gamal, A. & Jatmiko, W., 24 Sep 2018, 2018 International Workshop on Big Data and Information Security, IWBIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 123-128 6 p. 8471705. (2018 International Workshop on Big Data and Information Security, IWBIS 2018).

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

1 Citation (Scopus)

Level 2 Features with Feedback Mechanism for Toddler Fingerprint Recognition

Dharma, I. G. W. S., Marsum, M. A., Jatmiko, W. & Hilman, M. H., 24 Sep 2018, 2018 International Workshop on Big Data and Information Security, IWBIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 117-122 6 p. 8471717. (2018 International Workshop on Big Data and Information Security, IWBIS 2018).

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

Multicodebook Neural Network Using Intelligent K-Means Clustering Based on Histogram Information for Multimodal Data Classification

Marsum, M. A., Arsa, D. M. S., Hermawan, I., Jatmiko, W. & Nurhadiyatna, A., 24 Sep 2018, 2018 International Workshop on Big Data and Information Security, IWBIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 129-135 7 p. 8471699. (2018 International Workshop on Big Data and Information Security, IWBIS 2018).

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

2 Citations (Scopus)

Multi-Parameter Measurement Tool of Heart Rate and Blood Pressure to Detect Indonesian Car Drivers Drowsiness

Husodo, A. Y., Hermawan, I., 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. 101-104 4 p. 8727729. (ISSIMM 2018 - 3rd International Seminar on Sensors, Instrumentation, Measurement and Metrology, Proceeding).

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

1 Citation (Scopus)

Multipath Routing Protocols in Vehicular Ad hoc Networks (VANETs): Performance Evaluation in Various Conditions

Sasongko, A. T., Jati, G. & Jatmiko, W., 1 Dec 2018, ISSIMM 2018 - 3rd International Seminar on Sensors, Instrumentation, Measurement and Metrology, Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 34-38 5 p. 8727733. (ISSIMM 2018 - 3rd International Seminar on Sensors, Instrumentation, Measurement and Metrology, Proceeding).

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

Optimization of Stacked Unsupervised Extreme Learning Machine to improve classifier performance

Arsa, D. M. S., Ma'sum, M. A., Rachmadi, M. F. & 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. 63-68 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

5 Citations (Scopus)

Optimized Convolutional Gabor Using Particle Swarm Optimization: Case Study: Vehicle Classification Tasks

Abdillah, B., Jati, G., Alhamidi, M. R. & Jatmiko, W., Dec 2018, MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science. Institute of Electrical and Electronics Engineers Inc., 8886933. (MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science).

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

Performance Comparison of Bitcoin Prediction in Big Data Environment

Purbarani, S. C. & Jatmiko, W., 24 Sep 2018, 2018 International Workshop on Big Data and Information Security, IWBIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 99-106 8 p. 8471691. (2018 International Workshop on Big Data and Information Security, IWBIS 2018).

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

Preliminary research on continuous conditional random fields in predicting high-dimensional data

Purbarani, S. C., Sanabila, H. R., 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. 1-6 6 p. 8355069. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

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

Seasonal time series exploration using conditional probabilistic graphical approach

Purbarani, S. C., Sanabila, H. R., Ma'Sum, M. A. & Jatmiko, W., 28 Feb 2018, MHS 2017 - 28th 2017 International Symposium on Micro-NanoMechatronics and Human Science. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (MHS 2017 - 28th 2017 International Symposium on Micro-NanoMechatronics and Human Science; vol. 2018-January).

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

Sistem Informasi Taman Baca

Jatmiko, W., 2018, Patent No. 000104589

Research output: Patent

Telebiometric system for infant and toddler fingerprint recognition

Ma'sum, M. A., Dharma, I. G. W. S., Arsa, D. M. S., Jatmiko, W., Yazid, S. & Arymurthy, A. M., 28 Feb 2018, MHS 2017 - 28th 2017 International Symposium on Micro-NanoMechatronics and Human Science. Institute of Electrical and Electronics Engineers Inc., p. 1-7 7 p. (MHS 2017 - 28th 2017 International Symposium on Micro-NanoMechatronics and Human Science; vol. 2018-January).

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

Variational mode decomposition with nonlocal means technique for robust denoising ECG signal

Hermawan, I., Jati, G., Arsa, D. M. S. & Jatmiko, W., Dec 2018, MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science. Institute of Electrical and Electronics Engineers Inc., 8886984. (MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science).

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

Vehicle Detection using Dimensionality Reduction based on Deep Belief Network for Intelligent Transportation System

Arsa, D. M. S., Jati, G., Soleh, M. & Jatmiko, W., 26 Nov 2018, 6th IEEE International Conference on Advanced Logistics and Transport, ICALT 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 53-58 6 p. 8547011. (6th IEEE International Conference on Advanced Logistics and Transport, ICALT 2017 - Proceedings).

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

1 Citation (Scopus)
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)
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)