Wisnu Jatmiko

Orcid: 0000-0002-0530-7955

According to our database1, Wisnu Jatmiko authored at least 100 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Building Damage Assessment Using Feature Concatenated Siamese Neural Network.
IEEE Access, 2024

2023
Assessor-guided learning for continual environments.
Inf. Sci., September, 2023

White Matter Hyperintensities Segmentation Using Probabilistic TransUNet.
CoRR, 2023

Change Detection of High-Resolution Remote Sensing Images Through Adaptive Focal Modulation on Hierarchical Feature Maps.
IEEE Access, 2023

2022
Flood video segmentation on remotely sensed UAV using improved Efficient Neural Network.
ICT Express, 2022

Generative adversarial networks for unbalanced fetal heart rate signal classification.
ICT Express, 2022

Transfer Learning, Style Control, and Speaker Reconstruction Loss for Zero-Shot Multilingual Multi-Speaker Text-to-Speech on Low-Resource Languages.
IEEE Access, 2022

Change Detection from Areal Imagery Drones Using Siamese U-Net with Spatial Attention Module.
Proceedings of the 7th International Workshop on Big Data and Information Security, 2022

Large-scale 3D Point Cloud Semantic Segmentation with 3D U-Net ASPP Sparse CNN.
Proceedings of the 7th International Workshop on Big Data and Information Security, 2022

Hierarchical Vision Transformers for Cardiac Ejection Fraction Estimation.
Proceedings of the 7th International Workshop on Big Data and Information Security, 2022

Modified MultiResUNet for Left Ventricle Segmentation from Echocardiographic Images.
Proceedings of the 7th International Workshop on Big Data and Information Security, 2022

2021
Low-Cost Camera-Based Smart Surveillance System for Detecting, Recognizing, and Tracking Masked Human Face.
Int. J. Interact. Mob. Technol., December, 2021

Development of Adaptive Fuzzy-Neuro Generalized Learning-Vector Quantization Using PI Membership Function (AFNGLVQ-PI).
IEEE Access, 2021

Canonical Segmentation Using Affix Characters as a Unit on Transformer for Javanese Language.
Proceedings of the 6th International Workshop on Big Data and Information Security, 2021

FaceNet with RetinaFace to Identify Masked Face.
Proceedings of the 6th International Workshop on Big Data and Information Security, 2021

Variational Contrastive Log Ratio Upper Bound of Mutual Information for Training Generative Models.
Proceedings of the 6th International Workshop on Big Data and Information Security, 2021

YOLOv4 RGBT Human Detection on Unmanned Aerial Vehicle Perspective.
Proceedings of the 6th International Workshop on Big Data and Information Security, 2021

Collapsed Building Detection Using Residual Siamese Neural Network On LiDAR Data.
Proceedings of the 6th International Workshop on Big Data and Information Security, 2021

A Modest System of Feature-based Stereo Visual Odometry.
Proceedings of the 6th International Workshop on Big Data and Information Security, 2021

Cross-Lingual Summarization: English - Bahasa Indonesia.
Proceedings of the 6th International Workshop on Big Data and Information Security, 2021

2020
Traditional food knowledge of Indonesia: a new high-quality food dataset and automatic recognition system.
J. Big Data, 2020

Automatic LIDAR building segmentation based on DGCNN and euclidean clustering.
J. Big Data, 2020

Optimal Feature Aggregation and Combination for Two-Dimensional Ensemble Feature Selection.
Inf., 2020

Switching target communication strategy for optimizing multiple pursuer drones performance in immobilizing Kamikaze multiple evader drones.
ICT Express, 2020

Clustering versus Incremental Learning Multi-Codebook Fuzzy Neural Network for Multi-Modal Data Classification.
Comput., 2020

Enhanced Social Spider Optimization Algorithm for Increasing Performance of Multiple Pursuer Drones in Neutralizing Attacks From Multiple Evader Drones.
IEEE Access, 2020

Hierarchical Transfer Learning for Multilingual, Multi-Speaker, and Style Transfer DNN-Based TTS on Low-Resource Languages.
IEEE Access, 2020

Fast Ellipse Fitting Implementation on USG Mobile Telehealth Application.
Proceedings of the International Workshop on Big Data and Information Security, 2020

Designing Intelligent Coastal Surveillance based on Big Maritime Data.
Proceedings of the International Workshop on Big Data and Information Security, 2020

Prediction of Protein Tertiary Structure Using Pre-Trained Self-Supervised Learning Based on Transformer.
Proceedings of the International Workshop on Big Data and Information Security, 2020

Segmentation and Approximation of Blood Volume in Intracranial Hemorrhage Patients Based on Computed Tomography Scan Images Using Deep Learning Method.
Proceedings of the International Workshop on Big Data and Information Security, 2020

Improved Logistic-Sine Chaotic Map based S-box and Bit-Plane Scrambling Encryption Schemes Performance on Compressed ECG Data.
Proceedings of the International Workshop on Big Data and Information Security, 2020

2019
Distance-To-Mean Continuous Conditional Random Fields: Case Study in Traffic Congestion.
Inf., 2019

Semantic Segmentation on LiDAR Point Cloud in Urban Area using Deep Learning.
Proceedings of the 2019 International Workshop on Big Data and Information Security, 2019

Improving Deep Learning Classifier for Fetus Hypoxia Detection in Cardiotocography Signal.
Proceedings of the 2019 International Workshop on Big Data and Information Security, 2019

Ensemble learning versus deep learning for Hypoxia detection in CTG signal.
Proceedings of the 2019 International Workshop on Big Data and Information Security, 2019

Temporal feature and heuristics-based Noise Detection over Classical Machine Learning for ECG Signal Quality Assessment.
Proceedings of the 2019 International Workshop on Big Data and Information Security, 2019

Adaptive Multi-Strategy Observation of Kernelized Correlation Filter for Visual Object Tracking.
Proceedings of the 4th Asia-Pacific Conference on Intelligent Robot Systems, 2019

Multi-codebook Fuzzy Neural Network Using Incremental Learning for Multimodal Data Classification.
Proceedings of the 4th Asia-Pacific Conference on Intelligent Robot Systems, 2019

The Use of Direction Matrix to Determine Autonomous Quad-Copter Drone Path when Facing Obstacle.
Proceedings of the 4th Asia-Pacific Conference on Intelligent Robot Systems, 2019

Dynamic Motion Planning for Conducting Obstacle Avoidance Maneuver of Fixed Wing Autonomous Aerial Vehicle.
Proceedings of the 4th Asia-Pacific Conference on Intelligent Robot Systems, 2019

3D Edge Convolution in Deep Neural Network Implementation for Land Cover Semantic Segmentation of Airborne LiDAR Data.
Proceedings of the 4th Asia-Pacific Conference on Intelligent Robot Systems, 2019

Kinematics and Dynamics Analysis of an Autonomous Three-wheeled Bicycle Modeling.
Proceedings of the 4th Asia-Pacific Conference on Intelligent Robot Systems, 2019

2018
Variational Mode Decomposition with Nonlocal Means Technique for Robust Denoising ECG Signal.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2018

Enhanced Bayesian Tracker for Various Condition using Thermal Infrared Imagery.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2018

Improvement CNN Performance by Edge Detection Preprocessing for Vehicle Classification Problem.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2018

Optimized Convolutional Gabor Using Particle Swarm Optimization : Case Study: Vehicle Classification Tasks.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2018

Ensemble Learning on Large Scale Financial Imbalanced Data.
Proceedings of the 2018 International Workshop on Big Data and Information Security, 2018

Performance Comparison of Bitcoin Prediction in Big Data Environment.
Proceedings of the 2018 International Workshop on Big Data and Information Security, 2018

Multicodebook Neural Network Using Intelligent K-Means Clustering Based on Histogram Information for Multimodal Data Classification.
Proceedings of the 2018 International Workshop on Big Data and Information Security, 2018

Level 2 Features with Feedback Mechanism for Toddler Fingerprint Recognition.
Proceedings of the 2018 International Workshop on Big Data and Information Security, 2018

Improving Principal Component Analysis Performance for Reducing Spectral Dimension in Hyperspectral Image Classification.
Proceedings of the 2018 International Workshop on Big Data and Information Security, 2018

2017
Distance-to-Mean Continuous Conditional Random Fields to Enhance Prediction Problem in Traffic Flow Data.
CoRR, 2017

Seasonal time series exploration using conditional probabilistic graphical approach.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2017

Telebiometric system for infant and toddler fingerprint recognition.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2017

Fruit mapping mobile robot on simulated agricultural area in Gazebo simulator using simultaneous localization and mapping (SLAM).
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2017

Hyperbolic tangent activation function on FIMT-DD algorithm analysis for airline big data.
Proceedings of the International Workshop on Big Data and Information Security, 2017

Block and booth floating point number multiplication algorithms in FPGA's generalized learning vector quantization implementation.
Proceedings of the International Workshop on Big Data and Information Security, 2017

A real time vehicle counting based on adaptive tracking approach for highway videos.
Proceedings of the International Workshop on Big Data and Information Security, 2017

Enhance generalized learning vector quantization using unsupervised extreme learning machine and intelligent K-means clustering.
Proceedings of the International Workshop on Big Data and Information Security, 2017

An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm.
Proceedings of the International Workshop on Big Data and Information Security, 2017

Optimization of Stacked Unsupervised Extreme Learning Machine to improve classifier performance.
Proceedings of the International Workshop on Big Data and Information Security, 2017

Fast and Optimal Visual Tracking based on Spectral Method.
ICCSCI, 2017

2016
Traffic big data prediction and visualization using Fast Incremental Model Trees-Drift Detection (FIMT-DD).
Knowl. Based Syst., 2016

Utilizing Google Images for Training Classifiers in CRF-Based Semantic Segmentation.
J. Adv. Comput. Intell. Intell. Informatics, 2016

Detecting Ellipses in Embryo Images Using Arc Detection Method with Particle Swarm for Blastomere-Quality Measurement System.
J. Adv. Comput. Intell. Intell. Informatics, 2016

Generalized learning vector quantization particle swarm optimization (GLVQ-PSO) FPGA implementation for real-time electrocardiogram.
Proceedings of the International Workshop on Big Data and Information Security, 2016

Enhanced tele ECG system using Hadoop framework to deal with big data processing.
Proceedings of the International Workshop on Big Data and Information Security, 2016

Design of intelligent k-means based on spark for big data clustering.
Proceedings of the International Workshop on Big Data and Information Security, 2016

A review of big data analytics in the biomedical field.
Proceedings of the International Workshop on Big Data and Information Security, 2016

Big data compression using spiht in Hadoop: A case study in multi-lead ECG signals.
Proceedings of the International Workshop on Big Data and Information Security, 2016

Perceptron rule improvement on FIMT-DD for large traffic data stream.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
Ellipse detection on embryo image using modification of arc Particle Swarm Optimization (ArcPSO) based arc segment.
Proceedings of the 2015 International Symposium on Micro-NanoMechatronics and Human Science, 2015

Implementation of grid mapped robot planning algorithm in a continuous map for fire fighting robot.
Proceedings of the 2015 International Symposium on Micro-NanoMechatronics and Human Science, 2015

Automatic fetal head approximation using Particle Swarm Optimization based Gaussian Elliptical Path.
Proceedings of the 2015 International Symposium on Micro-NanoMechatronics and Human Science, 2015

Algal growth rate modeling and prediction optimization using incorporation of MLP and CPSO algorithm.
Proceedings of the 2015 International Symposium on Micro-NanoMechatronics and Human Science, 2015

Human Sperm tracking using Particle Swarm Optimization combined with Smoothing Stochastic sampling on low frame rate video.
Proceedings of the 2015 International Symposium on Micro-NanoMechatronics and Human Science, 2015

2014
3D SPIHT for multi-lead ECG compression.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Fundamental diagram estimation using Virtual Detection Zone in smart phones' application and CCTV data.
Proceedings of the IEEE 3rd Global Conference on Consumer Electronics, 2014

2013
Background Subtraction Using Gaussian Mixture Model Enhanced by Hole Filling Algorithm (GMMHF).
Proceedings of the IEEE International Conference on Systems, 2013

Autonomous quadcopter swarm robots for object localization and tracking.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2013

Automatic detection of embryo using Particle Swarm Optimization based Hough Transform.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2013

2012
FNGLVQ FPGA design for sleep stages classification based on electrocardiogram signal.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Beat reordering for optimal electrocardiogram signal compression using SPIHT.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ) as new algorithm with integrating feature extraction and classification for Arrhythmia heartbeats classification.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Modified Particle Swarm for multimodal functions in dynamic environment using iteration proportional change for inertia weight and weight of social components.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2012

Mobile phones as traffic sensors with map matching and privacy considerations.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2012

2011
Optimized distributed self-organizing control for coordinated traffic signal in Jakarta.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2011

Arrhythmia classification from wavelet feature on FGPA.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2011

Arrhythmia heart beats classification using mahalanobis Generalized Learning Vector Quantization (Mahalanobis GLVQ).
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2011

Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2011

Autonomous telecommunication networks coverage area expansion in disaster area using mobile robots.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2011

Enhanced adaptive traffic signal control system using camera sensor and embedded system.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2011

2007
A pso-based mobile robot for odor source localization in dynamic advection-diffusion with obstacles environment: theory, simulation and measurement.
IEEE Comput. Intell. Mag., 2007

2006
A Mobile Robots PSO-based for Odor Source Localization in Dynamic Advection-Diffusion Environment.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

A Particle Swarm-based Mobile Sensor Network for Odor Source Localization in a Dynamic Environment.
Proceedings of the Distributed Autonomous Robotic Systems 7, 2006

A PSO-based Mobile Sensor Network for Odor Source Localization in Dynamic Environment: Theory, Simulation and Measurement.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2002
Recognition of odor mixture using fuzzy-LVQ neural networks with matrix similarity analysis.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2002, 2002

Optimization of fuzzy-neural structure through genetic algorithms and its application in artificial odor recognition-system.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2002, 2002

Improving the artificial odor and gas source localization system using the semiconductor gas sensor based on RF communication.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2002, 2002


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