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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

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
2019

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

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

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 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

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)

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

Feature selection based on f-score for enhancing CTG data classification

Sevani, N., Hermawan, I. & Jatmiko, W., Aug 2019, Proceedings: CYBERNETICSCOM 2019 - 2019 IEEE International Conference on Cybernetics and Computational Intelligence: Towards a Smart and Human-Centered Cyber World. Institute of Electrical and Electronics Engineers Inc., p. 18-22 5 p. 8875656. (Proceedings: CYBERNETICSCOM 2019 - 2019 IEEE International Conference on Cybernetics and Computational Intelligence: Towards a Smart and Human-Centered Cyber World).

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

ICSITech 2019 Welcome Message from IEEE Indonesia

Jatmiko, W. & Kurnianingsih, Oct 2019, Proceeding - 2019 5th International Conference on Science in Information Technology: Embracing Industry 4.0: Towards Innovation in Cyber Physical System, ICSITech 2019. Pratomo, A. H., Pranolo, A., Hernandez, L., Drezewski, R., Voliansky, R., Zakaria, M. S., Akbar, B. M., Saifullah, S., Akbar, A. T., Husaini, R., Heriyanto, H., Suryotomo, A. P., Permadi, V. A. & Tahalea, S. P. (eds.). Institute of Electrical and Electronics Engineers Inc., 8987573. (Proceeding - 2019 5th International Conference on Science in Information Technology: Embracing Industry 4.0: Towards Innovation in Cyber Physical System, ICSITech 2019).

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

Improving Deep Learning Classifier for Fetus Hypoxia Detection in Cardiotocography Signal

Anwar Ma'sum, M. A., Riskyana Dewi Intan, P., Jatmiko, W., Krisnadhi, A. A., Setiawan, N. A. & Made Agus Dwi Suarjaya, I., Oct 2019, 2019 International Workshop on Big Data and Information Security, IWBIS 2019. Institute of Electrical and Electronics Engineers Inc., p. 51-56 6 p. 8935835. (2019 International Workshop on Big Data and Information Security, IWBIS 2019).

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

Intruder Drone Localization Based on 2D Image and Area Expansion Principle for Supporting Military Defence System

Husodo, A. Y., Jati, G., Alfiany, N. & Jatmiko, W., 1 Aug 2019, 2019 IEEE International Conference on Communication, Networks and Satellite, Comnetsat 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 35-40 6 p. 8844103. (2019 IEEE International Conference on Communication, Networks and Satellite, Comnetsat 2019 - Proceedings).

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

Investigation Reinforcement Learning Method for R-Wave Detection on Electrocardiogram Signal

Insani, A., Jatmiko, W., Sugiarto, A. T., Jati, G. & Wibowo, S. A., Dec 2019, 2019 2nd International Seminar on Research of Information Technology and Intelligent Systems, ISRITI 2019. Wibowo, F. W. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 420-423 4 p. 9034649. (2019 2nd International Seminar on Research of Information Technology and Intelligent Systems, ISRITI 2019).

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

Kinematics and Dynamics Analysis of an Autonomous Three-wheeled Bicycle Modeling

Alfiany, N., Hamid, N., Jati, G., Ma'Sum, M. A. & Jatmiko, W., Jul 2019, 2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019. Institute of Electrical and Electronics Engineers Inc., p. 17-21 5 p. 8935966. (2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019).

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

Multi-codebook Fuzzy Neural Network Using Incremental Learning for Multimodal Data Classification

Ma'Sum, M. A. & Jatmiko, W., Jul 2019, 2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019. Institute of Electrical and Electronics Engineers Inc., p. 205-210 6 p. 8935971. (2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019).

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

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

Particle Swarm Optimization based Nonlocal Means for Denoising ECG Signal

Hermawan, I., Jati, G., Sri Arsa, D. M. & Jatmiko, W., 1 Jul 2019, Proceedings - 2019 IEEE International Conference on Signals and Systems, ICSigSys 2019. Institute of Electrical and Electronics Engineers Inc., p. 69-73 5 p. 8811084. (Proceedings - 2019 IEEE International Conference on Signals and Systems, ICSigSys 2019).

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

Real-Time Human Detection and Tracking Using Two Sequential Frames for Advanced Driver Assistance System

Mulyanto, A., Borman, R. I., Prasetyawan, P., Jatmiko, W. & Mursanto, P., Oct 2019, ICICOS 2019 - 3rd International Conference on Informatics and Computational Sciences: Accelerating Informatics and Computational Research for Smarter Society in The Era of Industry 4.0, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8982396. (ICICOS 2019 - 3rd International Conference on Informatics and Computational Sciences: Accelerating Informatics and Computational Research for Smarter Society in The Era of Industry 4.0, Proceedings).

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

Semantic Segmentation of Lidar Point Cloud in Rural Area

Bayu, A., Wibisono, A., Wisesa, H. A., Intizhami, N. S., Jatmiko, W. & Gamal, A., 1 Aug 2019, 2019 IEEE International Conference on Communication, Networks and Satellite, Comnetsat 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 73-78 6 p. 8844074. (2019 IEEE International Conference on Communication, Networks and Satellite, Comnetsat 2019 - Proceedings).

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

Semantic Segmentation on LiDAR Point Cloud in Urban Area using Deep Learning

Wicaksono, S. B., Wibisono, A., Jatmiko, W., Gamal, A. & Wisesa, H. A., Oct 2019, 2019 International Workshop on Big Data and Information Security, IWBIS 2019. Institute of Electrical and Electronics Engineers Inc., p. 63-66 4 p. 8935882. (2019 International Workshop on Big Data and Information Security, IWBIS 2019).

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

Temporal feature and heuristics-based Noise Detection over Classical Machine Learning for ECG Signal Quality Assessment

Hermawan, I., Anwar Ma'sum, M. A., Riskyana Dewi Intan, P., Jatmiko, W., Wiweko, B., Boediman, A. & Pradekso, B. K., Oct 2019, 2019 International Workshop on Big Data and Information Security, IWBIS 2019. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. 8935757. (2019 International Workshop on Big Data and Information Security, IWBIS 2019).

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

The Use of Direction Matrix to Determine Autonomous Quad-Copter Drone Path when Facing Obstacle

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. 89-94 6 p. 8936025. (2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019).

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

Two layer network flow for fast data association on multi object tracking

Abdillah, B., Jati, G., Jatmiko, W. & Nurhadiyatna, A., 17 Jan 2019, 2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 373-378 6 p. 8618161. (2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018).

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

UAV path planning for autonomous spraying task at salak plantation based on the severity of plant disease

Muliawan, I. W., Ma'Sum, M. A., Alfiany, N. & Jatmiko, W., Aug 2019, Proceedings: CYBERNETICSCOM 2019 - 2019 IEEE International Conference on Cybernetics and Computational Intelligence: Towards a Smart and Human-Centered Cyber World. Institute of Electrical and Electronics Engineers Inc., p. 109-113 5 p. 8875683. (Proceedings: CYBERNETICSCOM 2019 - 2019 IEEE International Conference on Cybernetics and Computational Intelligence: Towards a Smart and Human-Centered Cyber World).

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

Warfare Simulation:Predicting Battleship Winner Using Random Forest

Intizhami, N. S., Husodo, A. Y. & Jatmiko, W., 1 Aug 2019, 2019 IEEE International Conference on Communication, Networks and Satellite, Comnetsat 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 30-34 5 p. 8844049. (2019 IEEE International Conference on Communication, Networks and Satellite, Comnetsat 2019 - Proceedings).

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

Wavelet-based signal quality assessment: Noise detection by temporal feature and heuristics-based

Hermawan, I., Sevani, N., Ma'Sum, M. A., Alfiany, N. & Jatmiko, W., Aug 2019, Proceedings: CYBERNETICSCOM 2019 - 2019 IEEE International Conference on Cybernetics and Computational Intelligence: Towards a Smart and Human-Centered Cyber World. Institute of Electrical and Electronics Engineers Inc., p. 103-108 6 p. 8875655. (Proceedings: CYBERNETICSCOM 2019 - 2019 IEEE International Conference on Cybernetics and Computational Intelligence: Towards a Smart and Human-Centered Cyber World).

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

Welcome message from IEEE Indonesia Section Chair

Jatmiko, W., Aug 2019, Proceedings: CYBERNETICSCOM 2019 - 2019 IEEE International Conference on Cybernetics and Computational Intelligence: Towards a Smart and Human-Centered Cyber World. Institute of Electrical and Electronics Engineers Inc., 8875688. (Proceedings: CYBERNETICSCOM 2019 - 2019 IEEE International Conference on Cybernetics and Computational Intelligence: Towards a Smart and Human-Centered Cyber World).

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

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

2 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