Lab IRoS, Fasilkom UI Intelligent Robots and Systems (IRoS) Lab, Faculty of Computer Science, Universitas Indonesia

Publications

Compilation of all our members’ published works.

Highlighted

Automatic LIDAR building segmentation based on DGCNN and euclidean clustering
Automatic LIDAR building segmentation based on DGCNN and euclidean clustering
Ahmad Gamal, Ari Wibisono, Satrio Bagus Wicaksono, Muhammad Alvin Abyan, Nur Hamid, Hanif Arif Wisesa, Wisnu Jatmiko, Ronny Ardhianto
Journal of Big Data   ·   17 Nov 2020   ·   doi:10.1186/s40537-020-00374-x
Enhanced Social Spider Optimization Algorithm for Increasing Performance of Multiple Pursuer Drones in Neutralizing Attacks From Multiple Evader Drones
Enhanced Social Spider Optimization Algorithm for Increasing Performance of Multiple Pursuer Drones in Neutralizing Attacks From Multiple Evader Drones
Ario Yudo Husodo, Grafika Jati, Amarulla Octavian, Wisnu Jatmiko
IEEE Access   ·   01 Jan 2020   ·   doi:10.1109/ACCESS.2020.2969021
Automatic spatial estimation of white matter hyperintensities evolution in brain MRI using disease evolution predictor deep neural networks
Automatic spatial estimation of white matter hyperintensities evolution in brain MRI using disease evolution predictor deep neural networks
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Stephen Makin, Joanna Wardlaw, Taku Komura
Medical Image Analysis   ·   01 Jul 2020   ·   doi:10.1016/j.media.2020.101712

All

2024

Adaptive Traffic Light Control System Using Camera Sensor and Embedded System
[no author info]
2011 International Symposium on Micro-NanoMechatronics and Human Science   ·   12 Aug 2024   ·   :
A new family of instance-level loss functions for improving instance-level segmentation and detection of white matter hyperintensities in routine clinical brain MRI
Muhammad Febrian Rachmadi, Michal Byra, Henrik Skibbe
Computers in Biology and Medicine   ·   01 May 2024   ·   doi:10.1016/j.compbiomed.2024.108414
Automated Detection of Craniomaxillofacial Fractures From 3D CT Images Using Ensemble Deep Learning-Based Segmentation Models
Muhammad Febrian Rachmadi, Prasetyanugraheni Kreshanti, Margareth Ingrid Anggraeni, Vika Tania, Reyhan Eddy Yunus, Henrik Skibbe
Institute of Electrical and Electronics Engineers (IEEE)   ·   16 Apr 2024   ·   doi:10.36227/techrxiv.171328773.30330280/v1
Gender role conflicts experienced by Indonesian women with gynecological cancer: A phenomenological study
Atun Raudotul Ma'rifah, Yati Afiyanti, Wisnu Djatmiko, Ida Ruwaida, Ariesta Milanti
Belitung Nursing Journal   ·   28 Feb 2024   ·   doi:10.33546/bnj.3064
Generating Multi-Codebook Neural Network by Using Intelligent Gaussian Mixture Model Clustering Based on Histogram Information for Multi-Modal Data Classification
M. Anwar Ma’sum, Noverina Alfiany, Wisnu Jatmiko
IEEE Access   ·   01 Jan 2024   ·   doi:10.1109/ACCESS.2022.3213674
Building Damage Assessment Using Feature Concatenated Siamese Neural Network
Mgs M. Luthfi Ramadhan, Grafika Jati, Wisnu Jatmiko
IEEE Access   ·   01 Jan 2024   ·   doi:10.1109/ACCESS.2024.3361287

2023

A dataset of rodent cerebrovasculature from in vivo multiphoton fluorescence microscopy imaging
Charissa Poon, Petteri Teikari, Muhammad Febrian Rachmadi, Henrik Skibbe, Kullervo Hynynen
Scientific Data   ·   17 Mar 2023   ·   doi:10.1038/s41597-023-02048-8
Change Detection of High-Resolution Remote Sensing Images Through Adaptive Focal Modulation on Hierarchical Feature Maps
Lhuqita Fazry, Mgs M. Luthfi Ramadhan, Wisnu Jatmiko
IEEE Access   ·   01 Jan 2023   ·   doi:10.1109/ACCESS.2023.3292531

2022

Prediction of white matter hyperintensities evolution one-year post-stroke from a single-point brain MRI and stroke lesions information
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Stephen Makin, Joanna Wardlaw, Henrik Skibbe
Cold Spring Harbor Laboratory   ·   16 Dec 2022   ·   doi:10.1101/2022.12.14.520239
MiniVess: A dataset of rodent cerebrovasculature from in vivo multiphoton fluorescence microscopy imaging
Charissa Poon, Petteri Teikari, Muhammad Febrian Rachmadi, Henrik Skibbe, Kullervo Hynynen
Cold Spring Harbor Laboratory   ·   20 Jul 2022   ·   doi:10.1101/2022.07.19.500542
Determination of relative permeability from well testing in multi-layer reservoirs
[no author info]
SPE - Asia Pacific Oil & Gas Conference   ·   29 May 2022   ·   eid:2-s2.0-0028750633
Multi-Phase flow well test analysis in multi-layer reservoirs
[no author info]
Society of Petroleum Engineers - SPE Annual Technical Conference and Exhibition   ·   29 May 2022   ·   eid:2-s2.0-0029728444
Multiphase transient well testing for gas condensate reservoirs
[no author info]
Proceedings - SPE Annual Technical Conference and Exhibition   ·   29 May 2022   ·   eid:2-s2.0-0030648733
New pressure transient well testing method for gas condensate wells
[no author info]
SPE Proceedings - Gas Technology Symposium   ·   29 May 2022   ·   eid:2-s2.0-0031654759
Advanced Web Technologies Give Real-Time Capabilities to Enhance Production Operations and Reservoir Management
[no author info]
Offshore Europe Conference - Proceedings   ·   29 May 2022   ·   eid:2-s2.0-1642477554
Real-time data management boosts production, reservoir knowledge
[no author info]
World Oil   ·   29 May 2022   ·   eid:2-s2.0-1442357710
Comparison of duration between manual and digital measurement of peer assessment rating (PAR) index in a system based on 2d image
[no author info]
Journal of International Dental and Medical Research   ·   29 May 2022   ·   eid:2-s2.0-85050220923
A success story of low resistivity reservoir development through hydraulic fracturing in KL field
[no author info]
SPWLA 2nd Asia Pacific Technical Symposium, APTS 2018   ·   29 May 2022   ·   eid:2-s2.0-85073894818
Spectral domain cross correlation function and generalized learning vector quantization for recognizing and classifying Indonesian sign language
[no author info]
2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings   ·   27 May 2022   ·   eid:2-s2.0-84875120511
Semantic supported object and context recognition
[no author info]
Proceedings of the SICE Annual Conference   ·   27 May 2022   ·   eid:2-s2.0-84888584067
Fuzzy learning vector quantization neural network and its application for artificial odor recognition system
[no author info]
Proceedings of SPIE - The International Society for Optical Engineering   ·   26 May 2022   ·   eid:2-s2.0-0033748576
Artificial odor discrimination system using multiple quartz-resonator sensor and neural network for recognizing fragrance mixtures
[no author info]
Proceedings of the 2004 International Symposium on Micro-NanoMechatronics and Human Science, MHS2004; The Fourth Symposium 'Micro-NanoMechatronics for and Information-Based Society' The 21st Century   ·   26 May 2022   ·   eid:2-s2.0-21244500962
Robotic applications for odor-sensing technology: Progress and challenge
[no author info]
WSEAS Transactions on Systems   ·   26 May 2022   ·   eid:2-s2.0-22944437418
Artificial odor discrimination system using multiple quartz resonator sensor and FNLVQ-MSA neural network for recognizing concentration of odor
[no author info]
Proceedings of the SICE Annual Conference   ·   26 May 2022   ·   eid:2-s2.0-33645284190
A PSO-based mobile sensor network for odor source localization in dynamic environment: Theory, simulation and measurement
[no author info]
2006 IEEE Congress on Evolutionary Computation, CEC 2006   ·   26 May 2022   ·   eid:2-s2.0-34547238433
Modified PSO algorithm based on flow of wind for odor source localization problems in dynamic environments
[no author info]
WSEAS Transactions on Systems   ·   26 May 2022   ·   eid:2-s2.0-43449133292
Localizing Multiple odor Sources in a dynamic environment based on Modified niche Particle Swarm Optimization with flow of wind
[no author info]
WSEAS Transactions on Systems   ·   26 May 2022   ·   eid:2-s2.0-74349089006
Fuzzy learning vector quantization based on particle swarm optimization for artificial odor dicrimination system
[no author info]
WSEAS Transactions on Systems   ·   26 May 2022   ·   eid:2-s2.0-73649113770
Self-organizing urban traffic control architecture with swarm-self organizing map in Jakarta: Signal control system and simulator
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-79551591700
Ranged subgroup particle swarm optimization for localizing multiple odor sources
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-79551604883
Telecommunication networks coverage area expansion in disaster area using autonomous mobile robots: Hardware and software implementation
[no author info]
ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84857254422
Robots implementation for odor source localization using PSO algorithm
[no author info]
WSEAS Transactions on Circuits and Systems   ·   26 May 2022   ·   eid:2-s2.0-79958755762
Implementation vehicle classification on distributed traffic light control system neural network based
[no author info]
ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84857269053
Heart beat classification using wavelet feature based on neural network
[no author info]
WSEAS Transactions on Systems   ·   26 May 2022   ·   eid:2-s2.0-79958244880
FNLVQ design and implementation in FPGA to estimate trichloroethylene in white mouse liver images
[no author info]
ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84857346494
Arrhytmia classification using fuzzy-neuro generalized learning vector quantization
[no author info]
ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84857290782
Traffic intelligent system architecture based on social media information
[no author info]
2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84875108982
Swarm quadrotor robots for telecommunication network coverage area expansion in disaster area
[no author info]
Proceedings of the SICE Annual Conference   ·   26 May 2022   ·   eid:2-s2.0-84869390808
Self-organizing control of urban Traffc signal based on multiway intersection offset-setting model
[no author info]
WSEAS Transactions on Systems and Control   ·   26 May 2022   ·   eid:2-s2.0-84885343686
Modified fuzzy-neuro generalized learning vector quantization for early detection of arrhytmias
[no author info]
2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84875095288
ITS information source: Vehicle speed measurement using camera as sensor
[no author info]
2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84875100108
Efficient incomplete ellipse detection based on minor axis for ultrasound fetal head approximation
[no author info]
2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84875122137
Development of traffic sensor system with virtual detection zone
[no author info]
2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84875098689
Body gesture based control system for humanoid robot
[no author info]
2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84875109069
Analysis of multi codebook GLVQ versus standard GLVQ in discriminating sleep stages
[no author info]
2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84875102102
An integrated sleep stage classification device based on electrocardiograph signal
[no author info]
2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings   ·   26 May 2022   ·   eid:2-s2.0-84875122010
Virtual detection zone in smart phone, with CCTV, and twitter as part of an integrated ITS
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-84893111810
Performance analysis of ECG signal compression using SPIHT
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-84893019498
Electrocardiogram for biometrics by using adaptive multilayer generalized learning vector quantization (AMGLVQ): Integrating feature extraction and classification
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-84893024501
Deep extreme tracker based on bootstrap particle filter
[no author info]
Journal of Theoretical and Applied Information Technology   ·   26 May 2022   ·   eid:2-s2.0-84906850575
Geometric deep particle filter for motorcycle tracking: Development of intelligent traffic system in Jakarta
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-84922972976
Automatic fetal organs detection and approximation in ultrasound image
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-84923034685
Automated telehealth system for fetal growth detection and approximation of ultrasound images
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-84922971845
A novel knowledge-compatibility benchmarker for semantic segmentation
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-84929665506
PSO algorithm for single and multiple odor sources localization problems: Progress and challenge
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-84992456214
Modification of particle swarm optimization by reforming global best term to accelerate the searching of odor sources
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-84992445770
Ellipse detection on embryo imaging using Random Sample Consensus (RANSAC) method based on arc segment
[no author info]
International Journal on Smart Sensing and Intelligent Systems   ·   26 May 2022   ·   eid:2-s2.0-84992458919
Comparing windowing methods on Finite Impulse Response (FIR) filter algorithm in Electroencephalography (EEG) data processing
[no author info]
Journal of Theoretical and Applied Information Technology   ·   26 May 2022   ·   eid:2-s2.0-84976524854
Transfer Learning, Style Control, and Speaker Reconstruction Loss for Zero-Shot Multilingual Multi-Speaker Text-to-Speech on Low-Resource Languages
Kurniawati Azizah, Wisnu Jatmiko
IEEE Access   ·   01 Jan 2022   ·   doi:10.1109/ACCESS.2022.3141200

2021

Probabilistic Deep Learning with Adversarial Training and Volume Interval Estimation - Better Ways to Perform and Evaluate Predictive Models for White Matter Hyperintensities Evolution
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Rizal Maulana, Joanna Wardlaw, Stephen Makin, Henrik Skibbe
Lecture Notes in Computer Science   ·   01 Jan 2021   ·   doi:10.1007/978-3-030-87602-9_16
Development of Adaptive Fuzzy-Neuro Generalized Learning-Vector Quantization Using PI Membership Function (AFNGLVQ-PI)
Wisnu Jatmiko, Andry Sunandar, M. Sakti Alvissalim, M. Iqbal Tawakal, M. Febrian Rachmadi, M. Anwar Ma'sum, Hanif A. Wisesa, Toshio Fukuda
IEEE Access   ·   01 Jan 2021   ·   doi:10.1109/ACCESS.2021.3056021

2020

Automatic LIDAR building segmentation based on DGCNN and euclidean clustering
Ahmad Gamal, Ari Wibisono, Satrio Bagus Wicaksono, Muhammad Alvin Abyan, Nur Hamid, Hanif Arif Wisesa, Wisnu Jatmiko, Ronny Ardhianto
Journal of Big Data   ·   17 Nov 2020   ·   doi:10.1186/s40537-020-00374-x
Automatic spatial estimation of white matter hyperintensities evolution in brain MRI using disease evolution predictor deep neural networks
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Stephen Makin, Joanna Wardlaw, Taku Komura
Medical Image Analysis   ·   01 Jul 2020   ·   doi:10.1016/j.media.2020.101712
Enhanced Social Spider Optimization Algorithm for Increasing Performance of Multiple Pursuer Drones in Neutralizing Attacks From Multiple Evader Drones
Ario Yudo Husodo, Grafika Jati, Amarulla Octavian, Wisnu Jatmiko
IEEE Access   ·   01 Jan 2020   ·   doi:10.1109/ACCESS.2020.2969021
Hierarchical Transfer Learning for Multilingual, Multi-Speaker, and Style Transfer DNN-Based TTS on Low-Resource Languages
Kurniawati Azizah, Mirna Adriani, Wisnu Jatmiko
IEEE Access   ·   01 Jan 2020   ·   doi:10.1109/ACCESS.2020.3027619

2019

Automatic Spatial Estimation of White Matter Hyperintensities Evolution in Brain MRI using Disease Evolution Predictor Deep Neural Networks
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Stephen Makin, Joanna Wardlaw, Taku Komura
Cold Spring Harbor Laboratory   ·   19 Aug 2019   ·   doi:10.1101/738641
Welcome message from IEEE Indonesia Section Chair
[no author info]
2019 IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom)   ·   01 Aug 2019   ·   doi:10.1109/CYBERNETICSCOM.2019.8875688
Comnetsat 2019 Welcome Message
[no author info]
2019 IEEE International Conference on Communication, Networks and Satellite (Comnetsat)   ·   01 Aug 2019   ·   doi:10.1109/COMNETSAT.2019.8844054
Wavelet-Based Signal Quality Assessment: Noise Detection by Temporal Feature and Heuristics-based
Indra Hermawan, Nina Sevani, Muhammad Anwar Ma'sum, Noverina Alfiany, Wisnu Jatmiko
2019 IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom)   ·   01 Aug 2019   ·   doi:10.1109/CYBERNETICSCOM.2019.8875655
Warfare Simulation:Predicting Battleship Winner Using Random Forest
Naili Suri Intizhami, Ario Yudo Husodo, Wisnu Jatmiko
2019 IEEE International Conference on Communication, Networks and Satellite (Comnetsat)   ·   01 Aug 2019   ·   doi:10.1109/COMNETSAT.2019.8844049
UAV Path Planning for Autonomous Spraying Task at Salak Plantation based on the Severity of Plant Disease
I Wayan Muliawan, Muhammad Anwar Ma'sum, Noverina Alfiany, Wisnu Jatmiko
2019 IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom)   ·   01 Aug 2019   ·   doi:10.1109/CYBERNETICSCOM.2019.8875683
Semantic Segmentation of Lidar Point Cloud in Rural Area
Azady Bayu, Ari Wibisono, Hanif Arief Wisesa, Naili Suri Intizhami, Wisnu Jatmiko, Ahmad Gamal
2019 IEEE International Conference on Communication, Networks and Satellite (Comnetsat)   ·   01 Aug 2019   ·   doi:10.1109/COMNETSAT.2019.8844074
Intruder Drone Localization Based on 2D Image and Area Expansion Principle for Supporting Military Defence System
Ario Yudo Husodo, Grafika Jati, Noverina Alfiany, Wisnu Jatmiko
2019 IEEE International Conference on Communication, Networks and Satellite (Comnetsat)   ·   01 Aug 2019   ·   doi:10.1109/COMNETSAT.2019.8844103
ICIMTech 2019 Welcoming Remarks
[no author info]
2019 International Conference on Information Management and Technology (ICIMTech)   ·   01 Aug 2019   ·   doi:10.1109/ICIMTech.2019.8843800
Feature Selection based on F-score for Enhancing CTG Data Classification
Nina Sevani, Indra Hermawan, Wisnu Jatmiko
2019 IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom)   ·   01 Aug 2019   ·   doi:10.1109/CYBERNETICSCOM.2019.8875656
Dynamic swarm particle for fast motion vehicle tracking
Grafika Jati, Alexander Agung Santoso Gunawan, Wisnu Jatmiko
ETRI Journal   ·   07 Jul 2019   ·   doi:10.4218/etrij.2018-0435
Particle Swarm Optimization based Nonlocal Means for Denoising ECG Signal
Indra Hermawan, Grafika Jati, Dewa Made Sri Arsa, Wisnu Jatmiko
2019 IEEE International Conference on Signals and Systems (ICSigSys)   ·   01 Jul 2019   ·   doi:10.1109/ICSIGSYS.2019.8811084
Predicting the Evolution of White Matter Hyperintensities in Brain MRI using Generative Adversarial Networks and Irregularity Map
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Stephen Makin, Joanna M. Wardlaw, Taku Komura
Cold Spring Harbor Laboratory   ·   06 Jun 2019   ·   doi:10.1101/662692
Dilated Saliency U-Net for White Matter Hyperintensities Segmentation using Irregularity Age Map
Yunhee Jeong, Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Taku Komura
Cold Spring Harbor Laboratory   ·   14 Feb 2019   ·   doi:10.1101/550517
Evaluation of Enhanced Learning Techniques for Segmenting Ischaemic Stroke Lesions in Brain Magnetic Resonance Perfusion Images using a Convolutional Neural Network Scheme
Carlos Uziel Perez Malla, Maria del C. Valdes Hernandez, Muhammad Febrian Rachmadi, Taku Komura
Cold Spring Harbor Laboratory   ·   08 Feb 2019   ·   doi:10.1101/544858
Predicting the Evolution of White Matter Hyperintensities in Brain MRI Using Generative Adversarial Networks and Irregularity Map
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Stephen Makin, Joanna M. Wardlaw, Taku Komura
Lecture Notes in Computer Science   ·   01 Jan 2019   ·   doi:10.1007/978-3-030-32248-9_17

2018

Variational Mode Decomposition with Nonlocal Means Technique for Robust Denoising ECG Signal
Indra Hermawan, Grafika Jati, Dewa Made Sri Arsa, Wisnu Jatmiko
2018 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Dec 2018   ·   doi:10.1109/MHS.2018.8886984
Optimized Convolutional Gabor Using Particle Swarm Optimization : Case Study: Vehicle Classification Tasks
Bariqi Abdillah, Grafika Jati, Machmud R Alhamidi, Wisnu Jatmiko
2018 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Dec 2018   ·   doi:10.1109/MHS.2018.8886933
Multipath Routing Protocols in Vehicular Ad hoc Networks (VANETs): Performance Evaluation in Various Conditions
Ananto Tri Sasongko, Grafika Jati, Wisnu Jatmiko
2018 3rd International Seminar on Sensors, Instrumentation, Measurement and Metrology (ISSIMM)   ·   01 Dec 2018   ·   doi:10.1109/ISSIMM.2018.8727733
Multi-Parameter Measurement Tool of Heart Rate and Blood Pressure to Detect Indonesian Car Drivers Drowsiness
Ario Yudo Husodo, Indra Hermawan, Wisnu Jatmiko, Budi Wiweko, Alfred Boediman, Beno K. Pradekso
2018 3rd International Seminar on Sensors, Instrumentation, Measurement and Metrology (ISSIMM)   ·   01 Dec 2018   ·   doi:10.1109/ISSIMM.2018.8727729
Improvement CNN Performance by Edge Detection Preprocessing for Vehicle Classification Problem
Bariqi Abdillah, Grafika Jati, Wisnu Jatmiko
2018 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Dec 2018   ·   doi:10.1109/MHS.2018.8887015
Enhanced Bayesian Tracker for Various Condition using Thermal Infrared Imagery
Umi Chasanah, Grafika Jati, Wisnu Jatmiko
2018 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Dec 2018   ·   doi:10.1109/MHS.2018.8887042
Denoising Noisy ECG Signal Based on Adaptive Fourier Decomposition
Indra Hermawan, Ario Yudo Husodo, Wisnu Jatmiko, Budi Wiweko, Alfred Boediman, Beno K. Pradekso
2018 3rd International Seminar on Sensors, Instrumentation, Measurement and Metrology (ISSIMM)   ·   01 Dec 2018   ·   doi:10.1109/ISSIMM.2018.8727739
ICACSIS 2018 Welcome Message from the General Chairs
[no author info]
2018 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2018   ·   doi:10.1109/ICACSIS.2018.8618212
Two Layer Network Flow for Fast Data Association on Multi Object Tracking
Bariqi Abdillah, Grafika Jati, Wisnu Jatmiko, Adi Nurhadiyatna
2018 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2018   ·   doi:10.1109/ICACSIS.2018.8618161
2-Dimensional Homogeneous Distributed Ensemble Feature Selection
Machmud R Alhamidi, Dewa M S Arsa, Muhammad Febrian Rachmadi, Wisnu Jatmiko
2018 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2018   ·   doi:10.1109/ICACSIS.2018.8618266
Face Recognition Using Complex Valued Backpropagation
Zumrotun Nafisah, Febrian Rachmadi, Elly Matul Imah
Jurnal Ilmu Komputer dan Informasi   ·   29 Jun 2018   ·   doi:10.21609/jiki.v11i2.617
Transfer Learning for Task Adaptation of Brain Lesion Assessment and Prediction of Brain Abnormalities Progression/Regression using Irregularity Age Map in Brain MRI
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Taku Komura
Cold Spring Harbor Laboratory   ·   12 Jun 2018   ·   doi:10.1101/345033
Segmentation of white matter hyperintensities using convolutional neural networks with global spatial information in routine clinical brain MRI with none or mild vascular pathology
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Maria Leonora Fatimah Agan, Carol Di Perri, Taku Komura
Computerized Medical Imaging and Graphics   ·   01 Jun 2018   ·   doi:10.1016/j.compmedimag.2018.02.002
Limited One-time Sampling Irregularity Map (LOTS-IM): Automatic Unsupervised Quantitative Assessment of White Matter Hyperintensities in Structural Brain Magnetic Resonance Images
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Hongwei Li, Ricardo Guerrero, Rozanna Meijboom, Stewart Wiseman, Adam Waldman, Jianguo Zhang, Daniel Rueckert, Taku Komura
Cold Spring Harbor Laboratory   ·   31 May 2018   ·   doi:10.1101/334292
Message from the General Chair
[no author info]
2018 International Workshop on Big Data and Information Security (IWBIS)   ·   01 May 2018   ·   doi:10.1109/IWBIS.2018.8471724
Performance Comparison of Bitcoin Prediction in Big Data Environment
Sumarsih C. Purbarani, Wisnu Jatmiko
2018 International Workshop on Big Data and Information Security (IWBIS)   ·   01 May 2018   ·   doi:10.1109/IWBIS.2018.8471691
Multicodebook Neural Network Using Intelligent K-Means Clustering Based on Histogram Information for Multimodal Data Classification
M. Anwar Marsum, Dewa Made Sri Arsa, Indra Hermawan, Wisnu Jatmiko, Adi Nurhadiyatna
2018 International Workshop on Big Data and Information Security (IWBIS)   ·   01 May 2018   ·   doi:10.1109/IWBIS.2018.8471699
Level 2 Features with Feedback Mechanism for Toddler Fingerprint Recognition
I Gede Wahyu Surya Dharma, M. Anwar Marsum, Wisnu Jatmiko, MH Hilman
2018 International Workshop on Big Data and Information Security (IWBIS)   ·   01 May 2018   ·   doi:10.1109/IWBIS.2018.8471717
Improving Principal Component Analysis Performance for Reducing Spectral Dimension in Hyperspectral Image Classification
Dewa Made Sri Arsa, H. R. Sanabila, M. Febrian Rachmadi, Ahmad Gamal, Wisnu Jatmiko
2018 International Workshop on Big Data and Information Security (IWBIS)   ·   01 May 2018   ·   doi:10.1109/IWBIS.2018.8471705
Ensemble Learning on Large Scale Financial Imbalanced Data
H. R Sanabila, Wisnu Jatmiko
2018 International Workshop on Big Data and Information Security (IWBIS)   ·   01 May 2018   ·   doi:10.1109/IWBIS.2018.8471702
Transfer Learning for Task Adaptation of Brain Lesion Assessment and Prediction of Brain Abnormalities Progression/Regression Using Irregularity Age Map in Brain MRI
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Taku Komura
Lecture Notes in Computer Science   ·   01 Jan 2018   ·   doi:10.1007/978-3-030-00320-3_11
Automatic Irregular Texture Detection in Brain MRI Without Human Supervision
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Taku Komura
Lecture Notes in Computer Science   ·   01 Jan 2018   ·   doi:10.1007/978-3-030-00931-1_58

2017

Deep Learning vs. Conventional Machine Learning: Pilot Study of WMH Segmentation in Brain MRI with Absence or Mild Vascular Pathology
Muhammad Rachmadi, Maria Valdés-Hernández, Maria Agan, Taku Komura
Journal of Imaging   ·   14 Dec 2017   ·   doi:10.3390/jimaging3040066
Telebiometric system for infant and toddler fingerprint recognition
M. Anwar Ma'sum, I. Gede Wahyu Surya Dharma, Dewa Made Sri Arsa, Wisnu Jatmiko, Setiadi Yazid, Aniati Murni Arymurthy
2017 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Dec 2017   ·   doi:10.1109/MHS.2017.8305231
Seasonal time series exploration using conditional probabilistic graphical approach
Sumarsih Condroayu Purbarani, H. R. Sanabila, M. Anwar Ma'sum, Wisnu Jatmiko
2017 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Dec 2017   ·   doi:10.1109/MHS.2017.8305220
Fruit mapping mobile robot on simulated agricultural area in Gazebo simulator using simultaneous localization and mapping (SLAM)
Novian Habibie, Aditya Murda Nugraha, Ahmad Zaki Anshori, M. Anwar Ma'sum, Wisnu Jatmiko
2017 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Dec 2017   ·   doi:10.1109/MHS.2017.8305235
Comparison of diagnostics set and feature selection for breast cancer classification based on microRNA expression
Kharis Khasburrahman, Adi Wibowo, Indra Waspada, Hairulazwan Bin Hashim, Wisnu Jatmiko
2017 1st International Conference on Informatics and Computational Sciences (ICICoS)   ·   01 Nov 2017   ·   doi:10.1109/ICICOS.2017.8276356
Voxel-based irregularity age map (IAM) for brain's white matter hyperintensities in MRI
Muhammad Febrian Rachmadi, Maria del C. Valdes-Hernandez, Taku Komura
2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2017   ·   doi:10.1109/ICACSIS.2017.8355053
Welcome message from general chairs
[no author info]
2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2017   ·   doi:10.1109/ICACSIS.2017.8355000
Preliminary research on continuous conditional random fields in predicting high-dimensional data
Sumarsih Condroayu Purbarani, H. R. Sanabila, Ari Wibisono, Wisnu Jatmiko
2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2017   ·   doi:10.1109/ICACSIS.2017.8355069
Bhattacharyya distance-based tracking: A vehicle counting application
Jatmiko Budi Baskoro, Ari Wibisono, Wisnu Jatmiko
2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2017   ·   doi:10.1109/ICACSIS.2017.8355071
Enhance generalized learning vector quantization using unsupervised extreme learning machine and intelligent K-means clustering
M. Anwar Ma'sum, Dewa Made Sri Arsa, Novian Habibie, Wisnu Jatmiko
2017 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Sep 2017   ·   doi:10.1109/IWBIS.2017.8275106
Welcome message from general chairs
[no author info]
2017 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Sep 2017   ·   doi:10.1109/IWBIS.2017.8275089
Optimization of Stacked Unsupervised Extreme Learning Machine to improve classifier performance
Dewa Made Sri Arsa, M. Anwar Ma'sum, Muhammad Febrian Rachmadi, Wisnu Jatmiko
2017 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Sep 2017   ·   doi:10.1109/IWBIS.2017.8275104
Hyperbolic tangent activation function on FIMT-DD algorithm analysis for airline big data
Ari Wibisono, Machmud Roby Alhamidi, Adi Nurhadiyatna, Wisnu Jatmiko
2017 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Sep 2017   ·   doi:10.1109/IWBIS.2017.8275099
Block and booth floating point number multiplication algorithms in FPGA's generalized learning vector quantization implementation
Yulistiyan Wardhana, H. S. Putra, S. I. Sakinah, Wisnu Jatmiko, Petrus Mursanto, Prahesa Kusuma Setia
2017 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Sep 2017   ·   doi:10.1109/IWBIS.2017.8275105
An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
Grafika Jati, Ardina Rizqy Rachmasari, Wisnu Jatmiko, Petrus Mursanto, Wahju Sediono
2017 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Sep 2017   ·   doi:10.1109/IWBIS.2017.8275118
A real time vehicle counting based on adaptive tracking approach for highway videos
Muhamad Soleh, Grafika Jati, Ananto Tri Sasongko, Wisnu Jatmiko, M H Hilman
2017 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Sep 2017   ·   doi:10.1109/IWBIS.2017.8275108
Building Business Process on Tele-Ultrasonography: An International Collaboration of Medical Technology Development
Edrial N Eddin, Budi Wiweko, Wisnu Jatmiko, Anom Bowolaksono
Advanced Science Letters   ·   01 Jul 2017   ·   doi:10.1166/asl.2017.9418
Vehicle Detection using Dimensionality Reduction based on Deep Belief Network for Intelligent Transportation System
Dewa Made Sri Arsa, Grafika Jati, Muhammad Soleh, Wisnu Jatmiko
2017 6th IEEE International Conference on Advanced Logistics and Transport (ICALT)   ·   01 Jul 2017   ·   doi:10.1109/ICAdLT.2017.8547011
Evaluation of Four Supervised Learning Schemes in White Matter Hyperintensities Segmentation in Absence or Mild Presence of Vascular Pathology
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Maria Leonora Fatimah Agan, Taku Komura
Communications in Computer and Information Science   ·   01 Jan 2017   ·   doi:10.1007/978-3-319-60964-5_42
Fast and Optimal Visual Tracking based on Spectral Method
Alexander A S Gunawan, Wisnu Jatmiko, Aniati Murni Arymurthy
Procedia Computer Science   ·   01 Jan 2017   ·   doi:10.1016/j.procs.2017.10.069

2016

Detecting Ellipses in Embryo Images Using Arc Detection Method with Particle Swarm for Blastomere-Quality Measurement System
Aprinaldi Jasa Mantau, Anom Bowolaksono, Budi Wiweko, Wisnu Jatmiko
Journal of Advanced Computational Intelligence and Intelligent Informatics   ·   20 Dec 2016   ·   doi:10.20965/jaciii.2016.p1170
Vehicle traffic monitoring using single camera and embedded systems
Rindra Wiska, Machmud R Alhamidi, Novian Habibie, Ari Wibisono, Petrus Mursanto, Doni H Ramdhan, M. Febrian Rachmadi, Wisnu Jatmiko
2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2016   ·   doi:10.1109/ICACSIS.2016.7872806
Structured support vector machine learning of conditional random fields
Rizki Perdana Rangkuti, Aprinaldi Jasa Mantau, Vektor Dewanto, Novian Habibie, Wisnu Jatmiko
2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2016   ·   doi:10.1109/ICACSIS.2016.7872799
Sensor node for data sampling and correlation analysis of CO<inf>2</inf> concentration with air humidity, temperature, and light intensity
Aulia Arshad, Novian Habibie, Ari Wibisono, Petrus Mursanto, Widijanto Satyo Nugroho, Wisnu Jatmiko
2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2016   ·   doi:10.1109/ICACSIS.2016.7872793
Prediction the number of blastomere in time-lapse embryo using Conditional Random Field (CRF) method based on Bag of Visual Words (BoVW)
Dewa Made Sri Arsa, Aprinaldi, Ilham Kusuma, Anom Bowolaksono, Petrus Mursanto, Budi Wiweko, Wisnu Jatmiko
2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2016   ·   doi:10.1109/ICACSIS.2016.7872751
Multi-sperm tracking using Hungarian Kalman Filter on low frame rate video
Grafika Jati, Alexander A S Gunawan, Silvia Werdhy Lestari, Wisnu Jatmiko, M H Hilman
2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2016   ·   doi:10.1109/ICACSIS.2016.7872796
Generative oversampling method (GenOMe) for imbalanced data on apnea detection using ECG data
H. R. Sanabila, Ilham Kusuma, Wisnu Jatmiko
2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2016   ·   doi:10.1109/ICACSIS.2016.7872805
Generalized learning vector quantization particle swarm optimization (GLVQ-PSO) FPGA implementation for real-time electrocardiogram
Yulistiyan Wardhana, Wisnu Jatmiko, M. Febrian Rachmadi
2016 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Oct 2016   ·   doi:10.1109/IWBIS.2016.7872897
Fetal head segmentation based on Gaussian elliptical path optimize by flower pollination algorithm and cuckoo search
Ilham Kusuma, M. Anwar Ma'sum, H. S. Sanabila, H. A. Wisesa, Wisnu Jatmiko, A. M. Arymurthy, Budi Wiweko
2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2016   ·   doi:10.1109/ICACSIS.2016.7872804
Enhanced tele ECG system using Hadoop framework to deal with big data processing
M. Anwar Ma'sum, Wisnu Jatmiko, Heru Suhartanto
2016 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Oct 2016   ·   doi:10.1109/IWBIS.2016.7872900
Design of intelligent k-means based on spark for big data clustering
Ilham Kusuma, M. Anwar Ma'sum, Novian Habibie, Wisnu Jatmiko, Heru Suhartanto
2016 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Oct 2016   ·   doi:10.1109/IWBIS.2016.7872895
Big data compression using spiht in Hadoop: A case study in multi-lead ECG signals
Grafika Jati, Ilham Kusuma, M H Hilman, Wisnu Jatmiko
2016 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Oct 2016   ·   doi:10.1109/IWBIS.2016.7872902
Accurate visual tracking by combining Bayesian and evolutionary optimization framework
Grafika Jati, Alexander A S Gunawan, Wisnu Jatmiko, Andreas Febrian
2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2016   ·   doi:10.1109/ICACSIS.2016.7872795
A review of big data analytics in the biomedical field
Wisnu Jatmiko, Dewa Made Sri Arsa, Hanif Wisesa, Grafik Jati, M. Anwar Ma'sum
2016 International Workshop on Big Data and Information Security (IWBIS)   ·   01 Oct 2016   ·   doi:10.1109/IWBIS.2016.7872886
Perceptron rule improvement on FIMT-DD for large traffic data stream
Ari Wibisono, Hanif Arief Wisesa, Wisnu Jatmiko, Petrus Mursanto, Devvi Sarwinda
2016 International Joint Conference on Neural Networks (IJCNN)   ·   01 Jul 2016   ·   doi:10.1109/IJCNN.2016.7727881
Utilizing Google Images for Training Classifiers in CRF-Based Semantic Segmentation
Rizki Perdana Rangkuti, Vektor Dewanto, Aprinaldi, Wisnu Jatmiko
Journal of Advanced Computational Intelligence and Intelligent Informatics   ·   19 May 2016   ·   doi:10.20965/jaciii.2016.p0455
Traffic big data prediction and visualization using Fast Incremental Model Trees-Drift Detection (FIMT-DD)
Ari Wibisono, Wisnu Jatmiko, Hanief Arief Wisesa, Benny Hardjono, Petrus Mursanto
Knowledge-Based Systems   ·   01 Feb 2016   ·   doi:10.1016/j.knosys.2015.10.028

2015

Learning semantic segmentation score in weakly supervised convolutional neural network
Fariz Ikhwantri, Novian Habibie, Arie Rachmad Syulistyo, Aprinaldi, Wisnu Jatmiko
2015 International Conference on Computers, Communications, and Systems (ICCCS)   ·   01 Nov 2015   ·   doi:10.1109/CCOMS.2015.7562845
Implementation of grid mapped robot planning algorithm in a continuous map for fire fighting robot
Sumarsih Condroayu Purbarani, Qurrotin A'yunina MOA, Grafika Jati, Muhammad Anwar Ma'sum, Hanif Arif Wisesa, Wisnu Jatmiko
2015 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Nov 2015   ·   doi:10.1109/MHS.2015.7438292
Human Sperm tracking using Particle Swarm Optimization combined with Smoothing Stochastic sampling on low frame rate video
Aprinaldi, Grafika Jati, Alexander A S Gunawan, Anom Bowolaksono, Silvia Werdhy Lestari, Wisnu Jatmiko
2015 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Nov 2015   ·   doi:10.1109/MHS.2015.7438308
Ellipse detection on embryo image using modification of arc Particle Swarm Optimization (ArcPSO) based arc segment
Arie Rachmad Syulistyo, Hanif Arief Wisesa, Aprinaldi, Anom Bowolaksono, Budi Wiweko, Wisnu Jatmiko
2015 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Nov 2015   ·   doi:10.1109/MHS.2015.7438307
Automatic fetal head approximation using Particle Swarm Optimization based Gaussian Elliptical Path
M. Anwar Ma'sum, N. Rahmah, H. R. Sanabila, H. A. Wisesa, W. Jatmiko
2015 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Nov 2015   ·   doi:10.1109/MHS.2015.7438274
An efficient implementation of generalized extreme studentized deviate (GESD) on field programmable gate array (FPGA)
Dwi Teguh Priyantini, Yulistiyan Wardhana, Machmud Roby Alhamidi, Dwi M J Purnomo, Aprinaldi, Petrus Mursanto, Wisnu Jatmiko
2015 International Conference on Computers, Communications, and Systems (ICCCS)   ·   01 Nov 2015   ·   doi:10.1109/CCOMS.2015.7562844
Algal growth rate modeling and prediction optimization using incorporation of MLP and CPSO algorithm
Wisnu Jatmiko, Dwi M J Purnomo, Machmud Alhamidi, Ari Wibisono, Hanif Wisesa, Petrus Mursanto, Anom Bowolaksono, Dian Hendrayanti, Fajar Addana
2015 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Nov 2015   ·   doi:10.1109/MHS.2015.7438293
Multi codebook LVQ-based artificial neural network using clustering approach
M. Anwar Ma'sum, H. R. Sanabila, W. Jatmiko, Aprinaldi
2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2015   ·   doi:10.1109/ICACSIS.2015.7415193
Implementation of adaptive fuzzy neuro generalized learning vector quantization (AFNGLVQ) on field programmable gate array (FPGA) for real world application
Irfan Nur Afif, Yulistiyan Wardhana, Wisnu Jatmiko
2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2015   ·   doi:10.1109/ICACSIS.2015.7415192
Genetic algorithm optimization for extreme learning machine based microalgal growth forecasting of Chlamydomonas sp
D. M. J. Purnomo, S. C. Purbarani, A. Wibisono, D. Hendrayanti, A. Bowolaksono, P. Mursanto, D. H. Ramdhan, W. Jatmiko
2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2015   ·   doi:10.1109/ICACSIS.2015.7415189
Evolutionary segment selection for higher-order conditional random fields in semantic image segmentation
Novian Habibie, Vektor Dewanto, Jogie Chandra, Fariz Ikhwantri, Harry Budi Santoso, Wisnu Jatmiko
2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2015   ·   doi:10.1109/ICACSIS.2015.7415150
ECG signal compression by predictive coding and Set Partitioning in Hierarchical Trees (SPIHT)
Grafika Jati, Aprinaldi, Sani M. Isa, Wisnu Jatmiko
2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2015   ·   doi:10.1109/ICACSIS.2015.7415191
Developing smart telehealth system in Indonesia: Progress and challenge
W. Jatmiko, M. Anwar Ma'sum, Sani M. Isa, E. M. Imah, R. Rahmatullah, Budi Wiweko
2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2015   ·   doi:10.1109/ICACSIS.2015.7415199
An adaptive selective background learning-hole filling algorithm to improve vehicle detection
Machmud R Alhamidi, Qurrotin Ayunina, Ari Wibisono, Petrus Mursanto, Wisnu Jatmiko
2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Oct 2015   ·   doi:10.1109/ICACSIS.2015.7415188

2014

Tracking efficiency measurement of dynamic models on geometric particle filter using KLD-resampling
Alexander A S Gunawan, Wisnu Jatmiko, Vektor Dewanto, F. Rachmadi, F. Jovan
2014 International Conference on Advanced Computer Science and Information System   ·   01 Oct 2014   ·   doi:10.1109/ICACSIS.2014.7065857
Fundamental diagram estimation using Virtual Detection Zone in smart phones' application and CCTV data
Benny Hardjono, Rachmad Akbar, Ari Wibisono, Petrus Mursanto, Wisnu Jatmiko, Aniati Murni Arymurthy
2014 IEEE 3rd Global Conference on Consumer Electronics (GCCE)   ·   01 Oct 2014   ·   doi:10.1109/GCCE.2014.7031123
Automatic fetal organs detection and approximation in ultrasound image using boosting classifier and hough transform
M. Anwar Ma'sum, Wisnu Jatmiko, M. Iqbal Tawakal, Faris Al Afif
2014 International Conference on Advanced Computer Science and Information System   ·   01 Oct 2014   ·   doi:10.1109/ICACSIS.2014.7065897
ArcPSO: Ellipse detection method using particle swarm optimization and arc combination
Aprinaldi, Ikhsanul Habibie, Robeth Rahmatullah, A. Kurniawan, Anom Bowolaksono, Wisnu Jatmiko, Budi Wiweko
2014 International Conference on Advanced Computer Science and Information System   ·   01 Oct 2014   ·   doi:10.1109/ICACSIS.2014.7065877
3D SPIHT for multi-lead ECG compression
Sani M. Isa, Wisnu Jatmiko, Aniati Murni Arymurthy
2014 IEEE International Conference on Robotics and Automation (ICRA)   ·   01 May 2014   ·   doi:10.1109/ICRA.2014.6906900

2013

Autonomous quadcopter swarm robots for object localization and tracking
M. Anwar Ma'sum, Grafika Jati, M. Kholid Arrofi, Adi Wibowo, Petrus Mursanto, Wisnu Jatmiko
MHS2013   ·   01 Nov 2013   ·   doi:10.1109/MHS.2013.6710447
Automatic detection of embryo using Particle Swarm Optimization based Hough Transform
Ikhsanul Habibie, Anom Bowolaksono, Robeth Rahmatullah, Muhammad Nanda Kurniawan, Muhammad Iqbal Tawakal, ..., Petrus Mursanto, Wisnu Jatmiko, Adi Nurhadiyatna, Budi Wiweko, Adi Wibowo
MHS2013   ·   01 Nov 2013   ·   doi:10.1109/MHS.2013.6710446
Background Subtraction Using Gaussian Mixture Model Enhanced by Hole Filling Algorithm (GMMHF)
Adi Nurhadiyatna, Wisnu Jatmiko, Benny Hardjono, Ari Wibisono, Ibnu Sina, Petrus Mursanto
2013 IEEE International Conference on Systems, Man, and Cybernetics   ·   01 Oct 2013   ·   doi:10.1109/SMC.2013.684
Vehicle counting and speed measurement using headlight detection
I. Sina, A. Wibisono, A. Nurhadiyatna, B. Hardjono, W. Jatmiko, P. Mursanto
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Sep 2013   ·   doi:10.1109/ICACSIS.2013.6761567
Simulation of intelligent Unmanned Aerial Vehicle (UAV) For military surveillance
M. Anwar Ma'sum, M. Kholid Arrofi, Grafika Jati, Futuhal Arifin, M. Nanda Kurniawan, Petrus Mursanto, Wisnu Jatmiko
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Sep 2013   ·   doi:10.1109/ICACSIS.2013.6761569
Improved vehicle speed estimation using Gaussian mixture model and hole filling algorithm
A. Nurhadiyatna, B. Hardjono, A. Wibisono, I. Sina, W. Jatmiko, M. Anwar Ma'sum, P. Mursanto
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Sep 2013   ·   doi:10.1109/ICACSIS.2013.6761617
Improved efficient ellipse hough transform for fetal head measurement
I. P. Satwika, R. Rahmatullah, I. Habibie, A. Nurhadiyatna, W. Jatmiko
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Sep 2013   ·   doi:10.1109/ICACSIS.2013.6761604
An ECG 12-lead hardware with SPIHT compressing scheme
Eka Puji Widiyanto, Sani M. Isa, M. Iqbal Tawakal, M. Nanda Kurniawan, Wisnu Jatmiko, Petrus Mursanto
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Sep 2013   ·   doi:10.1109/ICACSIS.2013.6761570
Adaptive Multi codebook Fuzzy Neuro Generalized Learning Vector Quantization for sleep stages classification
Indra Hermawan, M Iqbal Tawakal, I Made Agus Setiawan, Ikhsanul Habibie, Wisnu Jatmiko
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)   ·   01 Sep 2013   ·   doi:10.1109/ICACSIS.2013.6761614

2012

FNGLVQ FPGA design for sleep stages classification based on electrocardiogram signal
M. Eka S., M. Fajar, M. Iqbal T., W. Jatmiko, I Md. Agus
2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)   ·   01 Oct 2012   ·   doi:10.1109/ICSMC.2012.6378157
Beat reordering for optimal electrocardiogram signal compression using SPIHT
Sani M. Isa, Wisnu Jatmiko, Aniati Murni Arymurthy
2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)   ·   01 Oct 2012   ·   doi:10.1109/ICSMC.2012.6377704
Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ) as new algorithm with integrating feature extraction and classification for Arrhythmia heartbeats classification
Elly Matul Imah, Wisnu Jatmiko, T. Basaruddin
2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)   ·   01 Oct 2012   ·   doi:10.1109/ICSMC.2012.6377692
Modified Particle Swarm for multimodal functions in dynamic environment using iteration proportional change for inertia weight and weight of social components
D. Widiyanto, A. Wibowo, M.F. Rachmadi, W. Jatmiko
2012 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Apr 2012   ·   doi:10.1109/MHS.2012.6492420
Mobile phones as traffic sensors with map matching and privacy considerations
B. Hardjono, A. Wibowo, M.F. Rachmadi, W. Jatmiko
2012 International Symposium on Micro-NanoMechatronics and Human Science (MHS)   ·   01 Apr 2012   ·   doi:10.1109/MHS.2012.6492490
The Effect of Electrocardiogram Signal Compression Using Beat Reordering and SPIHT on Automatic Sleep Stage Classification
Sani M. Isa, Ary Noviyanto, Wisnu Jatmiko, Aniati Murni Arymurthy
Procedia Engineering   ·   01 Jan 2012   ·   doi:10.1016/j.proeng.2012.07.259

2011

Optimized distributed self-organizing control for coordinated traffic signal in Jakarta
Adi Wibowo, W. Jatmiko, T. Fukuda, K. Sekiyama
2011 International Symposium on Micro-NanoMechatronics and Human Science   ·   01 Nov 2011   ·   doi:10.1109/MHS.2011.6102171
Enhanced adaptive traffic signal control system using camera sensor and embedded system
F. Al Afif, M. Febrian Rachmadi, A. Wibowo, W. Jatmiko, P. Mursanto, M. Anwar Ma'sum
2011 International Symposium on Micro-NanoMechatronics and Human Science   ·   01 Nov 2011   ·   doi:10.1109/MHS.2011.6102210
Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver
A. Febrian, Elly Matul I., I Md. Agus S., M. Fajar, W. Jatmiko, D.H. Ramdhan, A. Bowolakso, P. Mursanto
2011 International Symposium on Micro-NanoMechatronics and Human Science   ·   01 Nov 2011   ·   doi:10.1109/MHS.2011.6102211
Autonomous telecommunication networks coverage area expansion in disaster area using mobile robots
E. Budianto, A. Hafidh, F. Al Afif, A. Wibowo, W. Jatmiko, B. Hardian, P. Mursanto, A. Muis
2011 International Symposium on Micro-NanoMechatronics and Human Science   ·   01 Nov 2011   ·   doi:10.1109/MHS.2011.6102209
Arrhythmia heart beats classification using mahalanobis Generalized Learning Vector Quantization (Mahalanobis GLVQ)
Elly Matul I., I Md Agus Setiawan, A. Febrian, Wisnu Jatmiko
2011 International Symposium on Micro-NanoMechatronics and Human Science   ·   01 Nov 2011   ·   doi:10.1109/MHS.2011.6102208
Arrhythmia classification from wavelet feature on FGPA
W. Jatmiko, P. Mursanto, A. Febrian, M. Fajar, W.T. Anggoro, R.S. Rambe, M.I. Tawakal, Fauzi F. Jovan, M. Eka S.
2011 International Symposium on Micro-NanoMechatronics and Human Science   ·   01 Nov 2011   ·   doi:10.1109/MHS.2011.6102207
Adaptive traffic signal control system using camera sensor and embedded system
M Febrian Rachmadi, Faris Al Afif, Wisnu Jatmiko, Petrus Mursanto, E A Manggala, M Anwar Ma'sum, Adi Wibowo
TENCON 2011 - 2011 IEEE Region 10 Conference   ·   01 Nov 2011   ·   doi:10.1109/TENCON.2011.6129009
A comparative study on Daubechies Wavelet Transformation, Kernel PCA and PCA as feature extractors for arrhythmia detection using SVM
Elly Matul Imah, Faris Al Afif, M. Ivan Fanany, Wisnu Jatmiko, T. Basaruddin
TENCON 2011 - 2011 IEEE Region 10 Conference   ·   01 Nov 2011   ·   doi:10.1109/TENCON.2011.6129052
Sleep Apnea Detection from ECG Signal: Analysis on Optimal Features, Principal Components, and Nonlinearity
Sani M. Isa, Mohamad Ivan Fanany, Wisnu Jatmiko, Aniati Murni Arymurthy
2011 5th International Conference on Bioinformatics and Biomedical Engineering   ·   01 May 2011   ·   doi:10.1109/icbbe.2011.5780285

2009

Visualization and statistical analysis of fuzzy-neuro learning vector quantization based on particle swarm optimization for recognizing mixture odors
W. Jatmiko, Rochmatullah, B. Kusumoputro, H.R. Sanabila, K. Sekiyama, T. Fukuda
2009 International Symposium on Micro-NanoMechatronics and Human Science   ·   01 Nov 2009   ·   doi:10.1109/MHS.2009.5352022
Localizing multiple odor sources in dynamic environment using ranged subgroup PSO with flow of wind based on open dynamic engine library
W. Jatmiko, W. Pambuko, P. Mursanto, A. Muis, B. Kusumoputro, K. Sekiyama, T. Fukuda
2009 International Symposium on Micro-NanoMechatronics and Human Science   ·   01 Nov 2009   ·   doi:10.1109/MHS.2009.5351761
Distributed traffic control with swarm-self organizing map in Jakarta: Simulation and measurement
W. Jatmiko, F. Heriyadi, A.A. Krisnadhi, I. Takagawa, K. Sekiyama, T. Fukuda
2009 International Symposium on Micro-NanoMechatronics and Human Science   ·   01 Nov 2009   ·   doi:10.1109/MHS.2009.5351758

2007

A pso-based mobile robot for odor source localization in dynamic advection-diffusion with obstacles environment: theory, simulation and measurement
W. Jatmiko, K. Sekiyama, T. Fukuda
IEEE Computational Intelligence Magazine   ·   01 May 2007   ·   doi:10.1109/MCI.2007.353419

2006

A Mobile Robots PSO-Based for Odor Source Localization in Extreme Dynamic Advection-Diffusion Environment with Obstacle
W. Jatmiko, K. Sekiyama, T. Fukuda
2006 5th IEEE Conference on Sensors   ·   01 Oct 2006   ·   doi:10.1109/ICSENS.2007.355521
A Mobile Robots PSO-based for Odor Source Localization in Dynamic Advection-Diffusion Environment
Wisnu Jatmiko, Kosuke Sekiyama, Toshio Fukuda
2006 IEEE/RSJ International Conference on Intelligent Robots and Systems   ·   01 Oct 2006   ·   doi:10.1109/IROS.2006.282092
Artificial odor discrimination system using multiple quartz resonator sensors and various neural networks for recognizing fragrance mixtures
W. Jatmiko, T. Fukuda, F. Arai, B. Kusumoputro
IEEE Sensors Journal   ·   01 Feb 2006   ·   doi:10.1109/JSEN.2005.858435

2005

Optimized probabilistic neural networks in recognizing fragrance mixtures using higher number of sensors
W. Jatmiko, T. Fukuda, K. Sekiyama
IEEE Sensors, 2005.   ·   01 Jan 2005   ·   doi:10.1109/ICSENS.2005.1597877

2002

Fuzzy-neuro LVQ and its comparison with fuzzy algorithm LVQ in artificial odor discrimination system
Benyamin Kusumoputro, Hary Budiarto, Wisnu Jatmiko
ISA Transactions   ·   01 Oct 2002   ·   doi:10.1016/S0019-0578(07)60097-4

Fuzzy learning vector quantization neural network and its application for artificial odor recognition system
Benyamin Kusumoputro, Hary Budiarto, Wisnu Jatmiko
SPIE Proceedings   ·   [no date info]   ·   doi:10.1117/12.380590
Speaker identification in noisy environment using bispectrum analysis and probabilistic neural network
B. Kusumoputro, A. Triyanto, M.I. Fanany, W. Jatmiko
Proceedings Fourth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2001   ·   [no date info]   ·   doi:10.1109/ICCIMA.2001.970480
Recognition of odor mixture using fuzzy-LVQ neural networks with matrix similarity analysis
B. Kusumoputro, W. Jatmiko
Asia-Pacific Conference on Circuits and Systems   ·   [no date info]   ·   doi:10.1109/APCCAS.2002.1115120
Optimization of fuzzy-neural structure through genetic algorithms and its application in artificial odor recognition-system
B. Kusumoputro, P. Irwanto, W. Jatmiko
Asia-Pacific Conference on Circuits and Systems   ·   [no date info]   ·   doi:10.1109/APCCAS.2002.1115117
Improving the artificial odor and gas source localization system using the semiconductor gas sensor based on RF communication
W. Jatmiko, B. Kusumoputro, Yuniarto
Asia-Pacific Conference on Circuits and Systems   ·   [no date info]   ·   doi:10.1109/APCCAS.2002.1115146
Distributed Odor Source Localization in Dynamic Environment
W. Jatmiko, Y. Ikemoto, T. Matsuno, T. Fukuda, K. Sekiyama
IEEE Sensors, 2005.   ·   [no date info]   ·   doi:10.1109/ICSENS.2005.1597684

[no title info]
[no author info]
[no publisher info]   ·   [no date info]   ·   doi:10.1007/4-431-35881-1-8