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  • Wisnu Jatmiko
2020

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

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

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)

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

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
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)

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)

Fruit mapping mobile robot on simulated agricultural area in Gazebo simulator using simultaneous localization and mapping (SLAM)

Habibie, N., Nugraha, A. M., Anshori, A. Z., 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. 1-7 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

4 Citations (Scopus)

Hyperbolic tangent activation function on FIMT-DD algorithm analysis for airline big data

Wibisono, A., Alhamidi, M. R., Nurhadiyatna, A. & 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. 31-36 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

1 Citation (Scopus)

Improvement cnn performance by edge detection preprocessing for vehicle classification problem

Abdillah, B., 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., 8887015. (MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science).

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

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)