Find Research Outputs

Search in all content

Filters for Research Output

Search concepts
Selected filters

Publication Year

  • 2020
  • 2019
  • 2017
  • 2016

Author

  • 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
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

1 Citation (Scopus)

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

1 Citation (Scopus)

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

3 Citations (Scopus)

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

1 Citation (Scopus)

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

2 Citations (Scopus)

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

1 Citation (Scopus)

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

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)