Research Fields
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Business Process Management
Automated BPM, process mining, workflow management, and conformance checking.
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Enterprise Intelligent Systems
ERP, cooperative systems, business intelligence, and business-IT alignment for SMEs and cooperatives.
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Electronic Nose & Tongue (IoT Sensing)
E-nose, e-tongue, and electrochemical sensing for food, health, and water quality.
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Machine Learning & Deep Learning
Data augmentation, forecasting, and pattern recognition across domains.
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Medical Image Analysis & Neurosurgery
Brain MRI interpretation, 3D reconstruction, and neurosurgery navigation support.
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Text Mining & NLP
Sentiment analysis, aspect-based opinion mining, and language understanding.
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Audit & IT Governance
Information system audit, governance, and IT policy.
Research Projects
Ongoing (9)
Addressing Plastic Pollution from Seaweed Farming in South Sulawesi and West Sulawesi
2024–2026Development of Quantum Model with Organoleptic Characteristics using E-Nose and Genomic Profiling: Case Study of Tea and Sorghum
2025–PresentEvaluation of High Yielding Upland Rice Variety Candidates: An Integrated Approach with Seed Quality Testing, Bioinformatics, Salicylic Acid Metabolomics, Polyploidy and Micronutrient Profiling
2025–PresentFraud Detection on Cryptocurrency Transaction Using Contrastive Graph Kolmogorov-Arnold Networks and Wasserstein Attention Conditional Generative Adversarial Networks
2025–PresentDevelopment of Fault Tolerance Verification System on Artificial Intelligence-based Neurosurgery Navigation Software
2025–PresentOptimization of Voltammetry-Based Microfluidic Sensor for Microplastic Detection in Water
2025–PresentIoT and Drone Integrated System for Mapping and Data Capture of Industrial Waste in Microalgae Bioremediation Optimization
2025–PresentAnalysis of Reliability Validity and Security Risk of Graph-Based Business Process Software using Linear Temporal Logic Method
2025–PresentAccuracy Improvements in BrainNav Software and BrainRY Hardware for In Vivo Clinical Trials in Human Neurosurgical Navigation
2025–PresentCompleted (48)
Business Process Aware Enterprise System
2019–2019Development of Electronic-Nose for Purity Detection of Beef
2019–2019Developing A Mixed Reality Simulator for Brain Surgery
2019–2019Development of 3-Dimensional Accurate Additive Manufacturing Generator Based on Medical Image for Planning of Skull and Facial Bone Reconstruction Surgery
2019–2019Development of Accurate 3 Dimensions Based on Medical Images of Brain Anatomy and Morphology for Brain Neurosurgery Planning
2019–2019Visual Workflow Development for Brain and Head Operation
2020–2020Development of Electronic-Nose for Detecting Pork Adulteration in Beef
2020–2020Development of 3-Dimensional Accurate Additive Manufacturing Generator Based on Medical Image for Planning of Skull and Facial Bone Reconstruction Surgery
2020–2020Rapid Detection of COVID-19 through Sweat Analysis by using an Electronic Nose
2020–2020Development of Accurate 3 Dimensions Based on Medical Images of Brain Anatomy and Morphology for Brain Neurosurgery Planning
2020–2020INOSEC19 Electronic Nose Prototype Adoption For Limited Covid-19 Screening Tests in the ITS Environment
2021–2021INOSEC19 Electronic Nose Prototype Production for Covid-19 Screening Test
2021–2021Rapid Detection of COVID-19 through Sweat Analysis by using an Electronic Nose
2021–2021Development of 3-Dimensional Accurate Additive Manufacturing Generator Based on Medical Image for Planning of Skull and Facial Bone Reconstruction Surgery
2021–2021Pre-Mass Production of INOSEC19 as a Rapid Screening Tool for COVID-19 Through Axillary Sweat Odor
2021–2021Artificial Intelligence System Development for Brain Surgery Planning Based on Medical Image of Patients
2021–2021Development of Electronic Nose Based on IOT Integration and Cloud Computing for Covid-19 Detection Using Axillary Sweat of Patients
2021–2021Development of Accurate 3 Dimensions Based on Medical Images of Brain Anatomy and Morphology for Brain Neurosurgery Planning
2021–2021Development of Artificial Intelligence System for Brain Surgery Planning Based on Patient Medical Images
2021–2021Hotel Customer Sentiment Analysis Based on Reviews Using Semantic Similarity Methods and Support Vector Machine
2022–2022Development of a Non-Invasive Measuring Instrument Calibration Test Prototype for Blood Sugar, Cholesterol and Blood Pressure using Finger Light Waves
2022–2022Design of Non-Invasive Measurement Tools for Blood Sugar, Cholesterol and Blood Pressure, and System Calibration
2022–2022Development of Accurate 3 Dimensions Based on Medical Images of Brain Anatomy and Morphology for Brain Neurosurgery Planning
2022–2022Development of Electronic Nose Based on IOT Integration and Cloud Computing for Covid-19 Detection Using Axillary Sweat of Patients
2022–2022Development of Calibration Test Prototype for Non-Invasive Measurement Tools for Blood Sugar, Cholesterol and Blood Pressure using Photoplethysmography
2022–2022Mixed Reality Prototype for Brain Surgery
2022–2022INOSEC19
2022–2022Design of Non-Invasive Measuring Devices for Blood Sugar, Cholesterol and Blood Pressure, and Calibration Systems
2022–2022Development of a Low Glycemic Diet Through Assembling Superior Types of Indonesian Sorghum based on Whole Genome Sequencing with a Bioinformatics Approach
2022–2022Development of an Automatic Detection Method for Epilepsy and Determining the Location of the Cause of Seizures in the Brain Based on Multichannel EEG and Medical Images of Patients
2022–2022Mass Production Preparation of Non-Invasive Measuring Tools for Blood Sugar and Cholesterol using Photoplethysmography
2022–2022Development of Electronic Nose based on Integration of IoT and Cloud Computing to Detect COVID-19 using Patient Armpit Sweat
2023–2023Development of Accurate 3 Dimensions Based on Medical Images of Brain Anatomy and Morphology for Brain Neurosurgery Planning
2023–2023Development of a Method for Automatic Detection of Epilepsy and Determining the Location of the Cause of Seizures in the Brain Based on Multichannel EEG and Medical Images of Patients
2023–2023Multi-Class Multi-Level Cyberbullying Detection using Machine Learning
2023–2023Development of Electronic Nose Prototype for Palm Cooking Oil Quality Detector
2023–2023Implementation of Clinical Trials in the Context of Stereotactic Downstreaming (Software and Hardware) for Brain Surgery
2023–2023Development of Blood Sugar Level Meter (IGLUCO) and Cholesterol Meter (ICHOL)
2023–2023Stereotactic Prototype for Brain Surgery
2023–2023Preparation of PT PG Rajawali I Sugar Industry Roadmap for 2023-2027
2023–2023Deep Learning Based Stock Price Prediction Using Multi-Factor Approach
2024–2024Development of Generative Model for Stock Analysis based on Sentiment Analysis and Technical Indicators
2024–2024Smart Enterprise Resource Planning for Micro, Small and Medium Industry and Retail Business Development
2024–2024Integrated Smart Digital Economy Cloud Platform Based on Artificial Intelligence for the Development of Micro, Small and Medium Retail Industries and Businesses
2024–2024Development of Heavy Metal Contamination Detector in Water
2024–2024Optimization of Voltammetry-Based Microfluidic Sensors for Microplastic Detection in Water
2024–2024Development of Electronic Tongue for Detecting Microplastics in Kalimas River Water, Surabaya
2024–2025Development of Heavy Metal Contamination Detector in Water
2024–2024Tidak ada yang cocok.