Eko Mulyanto Yuniarno

57 papers C 6Journal 22Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	RCA U-Net with Dynamic Loss Weighting for Automated Crack Segmentation in Structural Health Monitoring. ICAIIC Andrew Prasetyo, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Priyo Suprobo, Arief Kurniawan
2025	J	`jnl`	An explainable ensemble model for revealing the level of depression in social media by considering personality traits and sentiment polarity pattern. Online Soc. Networks Media Gede Aditra Pradnyana, Wiwik Anggraeni, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2025	J	`jnl`	Improving Crack Detection Precision of Concrete Structures Using U-Net Architecture and Novel DBCE Loss Function. IEEE Access Andrew Prasetyo, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Priyo Suprobo
2025	J	`jnl`	Investigating diverse loss functions for myocardium ring segmentation in Cardiac Magnetic Resonance images using fuzzy pooling. Array Riandini, Eko Mulyanto Yuniarno, I. Ketut Eddy Purnama, Masayoshi Aritsugi, Mauridhi Hery Purnomo
2025	J	`jnl`	PEAK-U-Net: A Progressive Edge-Aware Attention KAN U-Net With Sliding Window for Crack Segmentation. IEEE Access Priyo Suprobo, Andrew Prasetyo, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno
2025	J	`jnl`	Player Performance Estimation Through Adaptive Puzzle Levels Generation in Game-Based Assessment. Int. J. Serious Games Lailatul Husniah, M. Naufal Azzmi. H, Ali Sofyan Kholimi, Umi Laili Yuhana, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2025	J	`jnl`	Prediction of Audit Findings Using Deep Learning with Financial and Non-Financial Data: A Case Study in Province X. Knowl. Eng. Data Sci. Fery Yohan Setiawan, Eko Mulyanto Yuniarno, Reza Fuad Rachmadi
2025	J	`jnl`	Predictive Analytics on Time Series Data To Generate A Deterministic Decision Model: A Case Study on School Reopening Safely During The Pandemic. Int. J. Inf. Technol. Decis. Mak. Feby Artwodini Muqtadiroh, Diana Purwitasari, Muhammad Reza Pahlawan, Riris Diana Rachmayanti, Tsuyoshi Usagawa, Eko Mulyanto Yuniarno, Supeno Mardi Susiki Nugroho, Mauridhi Hery Purnomo
2025	J	`jnl`	Revealing Depression Through Social Media via Adaptive Gated Cross-Modal Fusion Augmented With Insights From Personality Traits. IEEE Access Gede Aditra Pradnyana, Wiwik Anggraeni, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2024	J	`jnl`	A Context-based Question Selection Model to Support the Adaptive Assessment of Learning: A study of online learning assessment in elementary schools in Indonesia. Educ. Inf. Technol. Umi Laili Yuhana, Eko Mulyanto Yuniarno, Wenny Rahayu, Eric Pardede
2024	—	`conf`	A Novel Hierarchical Training Architecture for Siamese Sequential Network-LSTM Based Fauld Kinship Recognition for the Microexpression of Indonesian Faces. CIVEMSA Ike Fibriani, Eko Mulyanto Yuniarno, Ronny Mardiyanto, Mauridhi Hery Purnomo
2024	J	`jnl`	A hybrid EMD-GRNN-PSO in intermittent time-series data for dengue fever forecasting. Expert Syst. Appl. Wiwik Anggraeni, Eko Mulyanto Yuniarno, Reza Fuad Rachmadi, Surya Sumpeno, Pujiadi, Sugiyanto Sugiyanto, Joan Santoso, Mauridhi Hery Purnomo
2024	—	`conf`	DGONN: Depthwise Dynamic Graph Overparameterized Neural Network for 3D Point Cloud Object Recognition. CIVEMSA Oddy Virgantara Putra, Ardyono Priyadi, Kohichi Ogata, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2024	J	`jnl`	Deep Semantic Feature Extraction to Overcome Overlapping Frequencies for Instrument Recognition in Indonesian Traditional Music Orchestras. IEEE Access Dewi Nurdiyah, Eko Mulyanto Yuniarno, Sari Ayu Wulandari, Yoyon Kusnendar Suprapto, Mauridhi Hery Purnomo
2024	J	`jnl`	Effective relax acquisition: a novel approach to classify relaxed state in alpha band EEG-based transformation. Brain Informatics Diah Risqiwati, Adhi Dharma Wibawa, Evi Septiana Pane, Eko Mulyanto Yuniarno, Wardah Rahmatul Islamiyah, Mauridhi Hery Purnomo
2024	J	`jnl`	Enhancing LiDAR-Based Object Recognition Through a Novel Denoising and Modified GDANet Framework. IEEE Access Oddy Virgantara Putra, Moch Iskandar Riansyah, Farah Zakiyah Rahmanti, Ardyono Priyadi, Diah Puspito Wulandari, Kohichi Ogata, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2024	—	`conf`	Hand Orientation Detection Based on Disparity Maps from Stereo Imagery. CIVEMSA Dion Setiawan, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2024	—	`conf`	Modified CNN VoxNet Based Depthwise Separable Convolution for Voxel-Driven Body Orientation Classification. IST Moch Iskandar Riansyah, Oddy Virgantara Putra, Ardyono Priyadi, Tri Arief Sardjono, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2024	—	`conf`	Multicluster Kernel Intuitionistic Fuzzy C-Means and State Transition Algorithm : Framework for Low Light Segmentation Imaging of Tuberculosis Bacilli Base of Semisupervised Approach. FUZZ Sari Ayu Wulandari, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2024	C	`conf`	Relevance Vector Machine for Code Smell Detection. INDIN Hanson Prihantoro Putro, Umi Laili Yuhana, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2024	—	`conf`	Semantic Segmentation of Sentinel-2 Satellite Image for Rice Growth Phase Classification Using Deep Learning. IST Moh. Jabir Mubarok, Eko Mulyanto Yuniarno, Yogie Oktavianus Sihombing, Mauridhi Hery Purnomo
2024	J	`jnl`	Small group pedestrian crossing behaviour prediction using temporal angular 2D skeletal pose. Array Hanugra Aulia Sidharta, Berlian Al Kindhi, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2024	J	`jnl`	Utilizing a Single-Stage 2D Detector in 3D LiDAR Point Cloud With Vertical Cylindrical Coordinate Projection for Human Identification. IEEE Access Nova Eka Budiyanta, Eko Mulyanto Yuniarno, Tsuyoshi Usagawa, Mauridhi Hery Purnomo
2024	J	`jnl`	ViTMa: A Novel Hybrid Vision Transformer and Mamba for Kinship Recognition in Indonesian Facial Micro-Expressions. IEEE Access Ike Fibriani, Eko Mulyanto Yuniarno, Ronny Mardiyanto, Mauridhi Hery Purnomo
2024	—	`conf`	Wheezing Feature Classification using ANFIS for Asthma Diagnosis. CIVEMSA Rohmah Hidayah, Ardyono Priyadi, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2023	J	`jnl`	3-D Visualization for Lung Covid-19 Infection Based on U-Net CNN Segmentation. IEEE Trans. Instrum. Meas. Fransiskus Xaverius Ferdinandus, Joan Santoso, Esther Irawati Setiawan, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama, Mauridhi Hery Purnomo
2023	J	`jnl`	3D craniofacial reconstruction framework using elastic surface deformation based on automatic landmark positioning. IET Image Process. Putu Hendra Suputra, Anggraini Dwi Sensusiati, Myrtati Dyah Artaria, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama
2023	—	`conf`	A U-Net-Based System for Cine Cardiac Segmentation on MR Images: The Effect of Fuzzy Pooling Layer Type. MeMeA Riandini, Tri Arief Sardjono, I. Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2023	J	`jnl`	Deep Learning for Multi-Structured Javanese Gamelan Note Generator. Knowl. Eng. Data Sci. Arik Kurniawati, Eko Mulyanto Yuniarno, Yoyon Kusnendar Suprapto
2023	—	`conf`	Early Detection of Infant Cerebral Palsy Risk based on Pose Estimation using OpenPose and Advanced Algorithms from Limited and Imbalance Dataset. MeMeA Endah Suryawati Ningrum, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2023	—	`conf`	Enhancing MBTI Personality Trait Prediction from Imbalanced Social Media Data Using Hybrid Query Expansion Ranking and Glo Ve- BiLSTM. FUZZ Gede Aditra Pradnyana, Wiwik Anggraeni, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2023	C	`conf`	Fuzzy Lightweight CNN for Point Cloud Object Classification based on Voxel. TENCON Oddy Virgantara Putra, Moch Iskandar Riansyah, Riandini, Ardyono Priyadi, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2023	—	`conf`	Fuzzy-TOPSIS and the Urgency-Seriousness-Growth Scoring Technique to Determine Weights of Uncertainty Issues in School Reopening Factors During COVID-19. FUZZ Feby Artwodini Muqtadiroh, Tsuyoshi Usagawa, Diana Purwitasari, Riris Diana Rachmayanti, Eko Mulyanto Yuniarno, Supeno Mardi Susiki Nugroho, Mauridhi Hery Purnomo
2023	C	`conf`	Head Pose Feature for Prediction Pedestrian Intention to Crossing the Road Using LSTM. TENCON Hanugra Aulia Sidharta, Muhammad Ilham Perdana, Eko Mulyanto Yuniarno, Berlian Al Kindhi, Mauridhi Hery Purnomo
2023	—	`conf`	Normal Vector Direction-based 3D LiDAR Point Cloud Planar Surface Removal for Object Cluster Minimization in Human Activity Monitoring System. I2MTC Nova Eka Budiyanta, Eko Mulyanto Yuniarno, Tsuyoshi Usagawa, Mauridhi Hery Purnomo
2022	—	`conf`	Activation Function Selection for U-net Multi-structures Segmentation of End-Diastole and End-Systole Frames of Cine Cardiac MRI. IST Riandini, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2022	—	`conf`	An Interactive Dashboard to Support Policymaking of Reopening School on Covid-19 Pandemic. CIVEMSA Feby Artwodini Muqtadiroh, Diana Purwitasari, Muhammad Reza Pahlawan, Eko Mulyanto Yuniarno, Supeno Mardi Susiki Nugroho, Mauridhi Hery Purnomo
2022	J	`jnl`	Automatic 3D Cranial Landmark Positioning based on Surface Curvature Feature using Machine Learning. Knowl. Eng. Data Sci. Putu Hendra Suputra, Anggraini Dwi Sensusiati, Myrtati Dyah Artaria, Gijbertus Jacob Verkerke, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama
2022	—	`conf`	Covid-19 Lung Segmentation using U-Net CNN based on Computed Tomography Image. CIVEMSA Fransiskus Xaverius Ferdinandus, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama, Mauridhi Hery Purnomo
2022	—	`conf`	Heuristic Application System on Pose Detection of Elderly Activity Using Machine Learning in Real-Time CIVEMSA Sofia Ariyani, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2022	—	`conf`	Multilevel Analysis of Temporal-Based Spatial Factors Impact in Dengue Fever Forecasting using RReliefF - Deep Learning. IST Wiwik Anggraeni, Alif Aditya Wicaksono, Eko Mulyanto Yuniarno, Reza Fuad Rachmadi, Surya Sumpeno, Mauridhi H. Purnomo
2022	—	`conf`	Transformer-CNN Automatic Hyperparameter Tuning for Speech Emotion Recognition. IST Agustinus Bimo Gumelar, Eko Mulyanto Yuniarno, Derry Pramono Adi, Rudi Setiawan, Indar Sugiarto, Mauridhi Hery Purnomo
2022	—	`conf`	Ultrasound Image Segmentation for Deep Vein Thrombosis using Unet-CNN based on Denoising Filter. IST Moh Nur Shodiq, Eko Mulyanto Yuniarno, Johanes Nugroho, I Ketut Eddy Purnama
2021	C	`conf`	Fuzzy Unsupervised Approaches to Analyze Covid-19 Spread for School Reopening Decision Making. IECON Feby Artwodini Muqtadiroh, Diana Purwitasari, Eko Mulyanto Yuniarno, Supeno Mardi Susiki Nugroho, Mauridhi Hery Purnomo, Apol Pribadi Subriadi, Riris Diana Rachmayanti
2021	C	`conf`	Human Point Cloud Data Segmentation based on Normal Vector Estimation using PCA-SVD Approaches for Elderly Activity Daily Living Detection. TENCON Nova Eka Budiyanta, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2021	J	`jnl`	Named entity recognition for extracting concept in ontology building on Indonesian language using end-to-end bidirectional long short term memory. Expert Syst. Appl. Joan Santoso, Esther Irawati Setiawan, Christian Nathaniel Purwanto, Eko Mulyanto Yuniarno, Mochamad Hariadi, Mauridhi Hery Purnomo
2021	—	`conf`	Prediction of Dengue Fever Outbreak Based on Climate and Demographic Variables Using Extreme Gradient Boosting and Rule-Based Classification. SEGAH Wiwik Anggraeni, Humaira Nur Pradani, Surya Sumpeno, Eko Mulyanto Yuniarno, Reza Fuad Rachmadi, Pujiadi, Mauridhi Hery Purnomo
2020	—	`conf`	3D Laplacian Surface Deformation for Template Fitting on Craniofacial Reconstruction. ICCCM Putu Hendra Suputra, Anggraini Dwi Sensusiati, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo, I. Ketut Eddy Purnama
2020	J	`jnl`	3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature. Comput. methods Biomech. Biomed. Eng. Imaging Vis. I. Made Gede Sunarya, Eko Mulyanto Yuniarno, Tri Arief Sardjono, Ismoyo Sunu, Peter M. A. van Ooijen, I. Ketut Eddy Purnama
2020	C	`conf`	Acquiface Interface as a Device for Acquisition of User's Facial Expressions in Game Expression Hunter. CoG Sugiyanto Sugiyanto, I Ketut Eddy Purnama, Eko Mulyanto Yuniarno, Hanny Haryanto, Nur Rokhman, Mauridhi Hery Purnomo
2019	—	`conf`	A Serious Game for Measuring and Displaying Mathematics Competencies of Disabled Students. SeGAH Umi Laili Yuhana, Remy Giovanny Mangowal, Eko Mulyanto Yuniarno, Siti Rochimah, Mauridhi Hery Purnomo
2019	—	`conf`	Automatic Indonesian Image Caption Generation using CNN-LSTM Model and FEEH-ID Dataset. CIVEMSA Edy Mulyanto, Esther Irawati Setiawan, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2019	—	`conf`	Cooperative Multi-agent for The End-Effector Position of Robotic Arm Based on Consensus and PID Controller. CIVEMSA Arif Nugroho, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo
2019	—	`conf`	Human Voice Emotion Identification Using Prosodic and Spectral Feature Extraction Based on Deep Neural Networks. SeGAH Agustinus Bimo Gumelar, Afid Kurniawan, Adri Gabriel Sooai, Mauridhi Hery Purnomo, Eko Mulyanto Yuniarno, Indar Sugiarto, Agung Widodo, Andreas Agung Kristanto, Tresna Maulana Fahrudin
2015	—	`conf`	Noun phrases extraction using shallow parsing with C4.5 decision tree algorithm for Indonesian Language ontology building. ISCIT Joan Santoso, Gunawan, Hermes Vincentius Gani, Eko Mulyanto Yuniarno, Mochamad Hariadi, Mauridhi Hery Purnomo
2015	—	`conf`	Shot segmentation of video animation to generate comic strip based on key frame selection. ICCSCE Wisnu Widiarto, Mochamad Hariadi, Eko Mulyanto Yuniarno
2012	—	`conf`	3D reconstruction of under water coral reef images using low cost multi-view cameras. ICMCS Pulung Nurtantio Andono, Eko Mulyanto Yuniarno, Mochamad Hariadi, Valentijn Venus