3D reconstruction of under water coral reef images using low cost multi-view cameras. - Pulung Nurtantio Andono; Eko Mulyanto Yuniarno; Mochamad Hariadi; Valentijn Venus (ICMCS, 2012)

Shot segmentation of video animation to generate comic strip based on key frame selection. - Wisnu Widiarto; Mochamad Hariadi; Eko Mulyanto Yuniarno (ICCSCE, 2015)

Noun phrases extraction using shallow parsing with C4.5 decision tree algorithm for Indonesian Language ontology building. - Joan Santoso; Gunawan 001; Hermes Vincentius Gani; Eko Mulyanto Yuniarno; Mochamad Hariadi; Mauridhi Hery Purnomo (ISCIT, 2015)

MathBharata: A serious game for motivating disabled students to study mathematics. - Remy Giovanny Mangowal; Umi Laili Yuhana; Eko M. Yuniarno; Mauridhi Hery Purnomo (SeGAH, 2017)

Predicting Math performance of children with special needs based on serious game. - Umi Laili Yuhana; Remy Giovanny Mangowal; Siti Rochimah; Eko M. Yuniarno; Mauridhi H. Purnomo (SeGAH, 2017)

Automatic Indonesian Image Caption Generation using CNN-LSTM Model and FEEH-ID Dataset. - Edy Mulyanto; Esther Irawati Setiawan; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (CIVEMSA, 2019)

Cooperative Multi-agent for The End-Effector Position of Robotic Arm Based on Consensus and PID Controller. - Arif Nugroho; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (CIVEMSA, 2019)

Human Voice Emotion Identification Using Prosodic and Spectral Feature Extraction Based on Deep Neural Networks. - Agustinus Bimo Gumelar; Afid Kurniawan; Adri Gabriel Sooai; Mauridhi Hery Purnomo; Eko Mulyanto Yuniarno; Indar Sugiarto; Agung Widodo; Andreas Agung Kristanto; Tresna Maulana Fahrudin (SeGAH, 2019)

A Serious Game for Measuring and Displaying Mathematics Competencies of Disabled Students. - Umi Laili Yuhana; Remy Giovanny Mangowal; Eko Mulyanto Yuniarno; Siti Rochimah; Mauridhi Hery Purnomo (SeGAH, 2019)

Acquiface Interface as a Device for Acquisition of User's Facial Expressions in Game Expression Hunter. - Sugiyanto Sugiyanto; I Ketut Eddy Purnama; Eko Mulyanto Yuniarno; Hanny Haryanto; Nur Rokhman; Mauridhi Hery Purnomo (CoG, 2020)

3D Laplacian Surface Deformation for Template Fitting on Craniofacial Reconstruction. - Putu Hendra Suputra; Anggraini Dwi Sensusiati; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo; I. Ketut Eddy Purnama (ICCCM, 2020)

3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature. - I. Made Gede Sunarya; Eko Mulyanto Yuniarno; Tri Arief Sardjono; Ismoyo Sunu; Peter M. A. van Ooijen; I. Ketut Eddy Purnama (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020)

Fuzzy Unsupervised Approaches to Analyze Covid-19 Spread for School Reopening Decision Making. - Feby Artwodini Muqtadiroh; Diana Purwitasari; Eko Mulyanto Yuniarno; Supeno Mardi Susiki Nugroho; Mauridhi Hery Purnomo; Apol Pribadi Subriadi; Riris Diana Rachmayanti (IECON, 2021)

Prediction of Dengue Fever Outbreak Based on Climate and Demographic Variables Using Extreme Gradient Boosting and Rule-Based Classification. - Wiwik Anggraeni; Humaira Nur Pradani; Surya Sumpeno; Eko Mulyanto Yuniarno; Reza Fuad Rachmadi; Pujiadi; Mauridhi Hery Purnomo (SEGAH, 2021)

Human Point Cloud Data Segmentation based on Normal Vector Estimation using PCA-SVD Approaches for Elderly Activity Daily Living Detection. - Nova Eka Budiyanta; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (TENCON, 2021)

Named entity recognition for extracting concept in ontology building on Indonesian language using end-to-end bidirectional long short term memory. - Joan Santoso; Esther Irawati Setiawan; Christian Nathaniel Purwanto; Eko Mulyanto Yuniarno; Mochamad Hariadi; Mauridhi Hery Purnomo (Expert Syst. Appl., 2021)

Heuristic Application System on Pose Detection of Elderly Activity Using Machine Learning in Real-Time*. - Sofia Ariyani; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (CIVEMSA, 2022)

Covid-19 Lung Segmentation using U-Net CNN based on Computed Tomography Image. - Fransiskus Xaverius Ferdinandus; Eko Mulyanto Yuniarno; I Ketut Eddy Purnama; Mauridhi Hery Purnomo (CIVEMSA, 2022)

An Interactive Dashboard to Support Policymaking of Reopening School on Covid-19 Pandemic. - Feby Artwodini Muqtadiroh; Diana Purwitasari; Muhammad Reza Pahlawan; Eko Mulyanto Yuniarno; Supeno Mardi Susiki Nugroho; Mauridhi Hery Purnomo (CIVEMSA, 2022)

Multilevel Analysis of Temporal-Based Spatial Factors Impact in Dengue Fever Forecasting using RReliefF - Deep Learning. - Wiwik Anggraeni; Alif Aditya Wicaksono; Eko Mulyanto Yuniarno; Reza Fuad Rachmadi; Surya Sumpeno; Mauridhi H. Purnomo (IST, 2022)

Transformer-CNN Automatic Hyperparameter Tuning for Speech Emotion Recognition. - Agustinus Bimo Gumelar; Eko Mulyanto Yuniarno; Derry Pramono Adi; Rudi Setiawan; Indar Sugiarto; Mauridhi Hery Purnomo (IST, 2022)

Activation Function Selection for U-net Multi-structures Segmentation of End-Diastole and End-Systole Frames of Cine Cardiac MRI. - Riandini; I Ketut Eddy Purnama; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (IST, 2022)

Ultrasound Image Segmentation for Deep Vein Thrombosis using Unet-CNN based on Denoising Filter. - Moh Nur Shodiq; Eko Mulyanto Yuniarno; Johanes Nugroho; I Ketut Eddy Purnama (IST, 2022)

Spring-Charged Particles Model to Improved Shape Recovery: An Application for X-Ray Spinal Segmentation. - Tri Arief Sardjono; Peter M. A. van Ooijen; I. Ketut Eddy Purnama; Berlian Al Kindhi; Ardian Yusuf Wicaksono; Eko M. Yuniarno; Gijbertus Jacob Verkerke; Mauridhi Hery Purnomo; Michael H. F. Wilkinson (IEEE Access, 2022)

Automatic 3D Cranial Landmark Positioning based on Surface Curvature Feature using Machine Learning. - Putu Hendra Suputra; Anggraini Dwi Sensusiati; Myrtati Dyah Artaria; Gijbertus Jacob Verkerke; Eko Mulyanto Yuniarno; I Ketut Eddy Purnama (Knowl. Eng. Data Sci., 2022)

Fuzzy-TOPSIS and the Urgency-Seriousness-Growth Scoring Technique to Determine Weights of Uncertainty Issues in School Reopening Factors During COVID-19. - Feby Artwodini Muqtadiroh; Tsuyoshi Usagawa; Diana Purwitasari; Riris Diana Rachmayanti; Eko Mulyanto Yuniarno; Supeno Mardi Susiki Nugroho; Mauridhi Hery Purnomo (FUZZ, 2023)

Enhancing MBTI Personality Trait Prediction from Imbalanced Social Media Data Using Hybrid Query Expansion Ranking and Glo Ve- BiLSTM. - Gede Aditra Pradnyana; Wiwik Anggraeni; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (FUZZ, 2023)

Normal Vector Direction-based 3D LiDAR Point Cloud Planar Surface Removal for Object Cluster Minimization in Human Activity Monitoring System. - Nova Eka Budiyanta; Eko Mulyanto Yuniarno; Tsuyoshi Usagawa; Mauridhi Hery Purnomo (I2MTC, 2023)

Early Detection of Infant Cerebral Palsy Risk based on Pose Estimation using OpenPose and Advanced Algorithms from Limited and Imbalance Dataset. - Endah Suryawati Ningrum; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (MeMeA, 2023)

A U-Net-Based System for Cine Cardiac Segmentation on MR Images: The Effect of Fuzzy Pooling Layer Type. - Riandini; Tri Arief Sardjono; I. Ketut Eddy Purnama; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (MeMeA, 2023)

Fuzzy Lightweight CNN for Point Cloud Object Classification based on Voxel. - Oddy Virgantara Putra; Moch. Iskandar Riansyah; Riandini; Ardyono Priyadi; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (TENCON, 2023)

Head Pose Feature for Prediction Pedestrian Intention to Crossing the Road Using LSTM. - Hanugra Aulia Sidharta; Muhammad Ilham Perdana; Eko Mulyanto Yuniarno; Berlian Al Kindhi; Mauridhi Hery Purnomo (TENCON, 2023)

3D craniofacial reconstruction framework using elastic surface deformation based on automatic landmark positioning. - Putu Hendra Suputra; Anggraini Dwi Sensusiati; Myrtati Dyah Artaria; Eko Mulyanto Yuniarno; I Ketut Eddy Purnama (IET Image Process., 2023)

Deep Learning for Multi-Structured Javanese Gamelan Note Generator. - Arik Kurniawati; Eko Mulyanto Yuniarno; Yoyon Kusnendar Suprapto (Knowl. Eng. Data Sci., 2023)

3-D Visualization for Lung Covid-19 Infection Based on U-Net CNN Segmentation. - Fransiskus Xaverius Ferdinandus; Joan Santoso; Esther Irawati Setiawan; Eko Mulyanto Yuniarno; I Ketut Eddy Purnama; Mauridhi Hery Purnomo (IEEE Trans. Instrum. Meas., 2023)

ARKOMA: The Dataset to Build Neural Networks-Based Inverse Kinematics for NAO Robot Arms. - Arif Nugroho; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (IEEE DataPort, 2023)

A Novel Hierarchical Training Architecture for Siamese Sequential Network-LSTM Based Fauld Kinship Recognition for the Microexpression of Indonesian Faces. - Ike Fibriani; Eko Mulyanto Yuniarno; Ronny Mardiyanto; Mauridhi Hery Purnomo (CIVEMSA, 2024)

Wheezing Feature Classification using ANFIS for Asthma Diagnosis. - Rohmah Hidayah; Ardyono Priyadi; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (CIVEMSA, 2024)

DGONN: Depthwise Dynamic Graph Overparameterized Neural Network for 3D Point Cloud Object Recognition. - Oddy Virgantara Putra; Ardyono Priyadi; Kohichi Ogata; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (CIVEMSA, 2024)

Hand Orientation Detection Based on Disparity Maps from Stereo Imagery. - Dion Setiawan; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (CIVEMSA, 2024)

Multicluster Kernel Intuitionistic Fuzzy C-Means and State Transition Algorithm : Framework for Low Light Segmentation Imaging of Tuberculosis Bacilli Base of Semisupervised Approach. - Sari Ayu Wulandari; I Ketut Eddy Purnama; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (FUZZ, 2024)

Relevance Vector Machine for Code Smell Detection. - Hanson Prihantoro Putro; Umi Laili Yuhana; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (INDIN, 2024)

Semantic Segmentation of Sentinel-2 Satellite Image for Rice Growth Phase Classification Using Deep Learning. - Moh. Jabir Mubarok; Eko Mulyanto Yuniarno; Yogie Oktavianus Sihombing; Mauridhi Hery Purnomo (IST, 2024)

Modified CNN VoxNet Based Depthwise Separable Convolution for Voxel-Driven Body Orientation Classification. - Moch. Iskandar Riansyah; Oddy Virgantara Putra; Ardyono Priyadi; Tri Arief Sardjono; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (IST, 2024)

Utilizing a Single-Stage 2D Detector in 3D LiDAR Point Cloud With Vertical Cylindrical Coordinate Projection for Human Identification. - Nova Eka Budiyanta; Eko Mulyanto Yuniarno; Tsuyoshi Usagawa; Mauridhi Hery Purnomo (IEEE Access, 2024)

ViTMa: A Novel Hybrid Vision Transformer and Mamba for Kinship Recognition in Indonesian Facial Micro-Expressions. - Ike Fibriani; Eko Mulyanto Yuniarno; Ronny Mardiyanto; Mauridhi Hery Purnomo (IEEE Access, 2024)

Deep Semantic Feature Extraction to Overcome Overlapping Frequencies for Instrument Recognition in Indonesian Traditional Music Orchestras. - Dewi Nurdiyah; Eko Mulyanto Yuniarno; Sari Ayu Wulandari; Yoyon Kusnendar Suprapto; Mauridhi Hery Purnomo (IEEE Access, 2024)

Enhancing LiDAR-Based Object Recognition Through a Novel Denoising and Modified GDANet Framework. - Oddy Virgantara Putra; Moch. Iskandar Riansyah; Farah Zakiyah Rahmanti; Ardyono Priyadi; Diah Puspito Wulandari; Kohichi Ogata; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (IEEE Access, 2024)

Small group pedestrian crossing behaviour prediction using temporal angular 2D skeletal pose. - Hanugra Aulia Sidharta; Berlian Al Kindhi; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (Array, 2024)

A hybrid EMD-GRNN-PSO in intermittent time-series data for dengue fever forecasting. - Wiwik Anggraeni; Eko Mulyanto Yuniarno; Reza Fuad Rachmadi; Surya Sumpeno; Pujiadi; Sugiyanto Sugiyanto; Joan Santoso; Mauridhi Hery Purnomo (Expert Syst. Appl., 2024)

A Context-based Question Selection Model to Support the Adaptive Assessment of Learning: A study of online learning assessment in elementary schools in Indonesia. - Umi Laili Yuhana; Eko Mulyanto Yuniarno; Wenny Rahayu; Eric Pardede (Educ. Inf. Technol., 2024)

Effective relax acquisition: a novel approach to classify relaxed state in alpha band EEG-based transformation. - Diah Risqiwati; Adhi Dharma Wibawa; Evi Septiana Pane; Eko Mulyanto Yuniarno; Wardah Rahmatul Islamiyah; Mauridhi Hery Purnomo (Brain Informatics, 2024)

Revealing Depression Through Social Media via Adaptive Gated Cross-Modal Fusion Augmented With Insights From Personality Traits. - Gede Aditra Pradnyana; Wiwik Anggraeni; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (IEEE Access, 2025)

Improving Crack Detection Precision of Concrete Structures Using U-Net Architecture and Novel DBCE Loss Function. - Andrew Prasetyo; I Ketut Eddy Purnama; Eko Mulyanto Yuniarno; Priyo Suprobo (IEEE Access, 2025)

Investigating diverse loss functions for myocardium ring segmentation in Cardiac Magnetic Resonance images using fuzzy pooling. - Riandini; Eko Mulyanto Yuniarno; I. Ketut Eddy Purnama; Masayoshi Aritsugi; Mauridhi Hery Purnomo (Array, 2025)

An explainable ensemble model for revealing the level of depression in social media by considering personality traits and sentiment polarity pattern. - Gede Aditra Pradnyana; Wiwik Anggraeni; Eko Mulyanto Yuniarno; Mauridhi Hery Purnomo (Online Soc. Networks Media, 2025)