Research
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Investigating Embodied Conversation Agent to reduce LLM hallucination in Virtual Reality Education.
My Role: Development, Data Analysis. Writting
Abstract
In text chat, LLM-powered conversational agents (CAs) often include supplementary cues about uncertainty and provenance alongside the main response. These cues help users judge reliabili...
Project · 1d
APPLICATION OF ROOT-MUSIC AND SVM TO INDUCTION MOTOR FAULTS DIAGNOSIS
Abstract
The use of a Support Vector Machine (SVM), based on classification algorithms, provides an effective system for diagnosing rotor faults in cage induction motors by analyzing the motor current signal (MCSA). The Root‑MUSIC method is intr...
Publication · 1d
Design of Mixed Reality Systems to Enrich the Beverage Experience
My Role: Development
Abstract
Drinking is an inherently multisensory activity, yet the potential of immersive technology to dynamically shape flavor experiences remains underexplored in Human-Food Interaction (HFI) research. We introduce “XTea...
Project · 1d
Demand-aware drug assignment in manipulator arm automated dispensing systems via graph convolutional network ranking
Abstract
This paper introduces a Graph Convolutional Network (GCN)‑based ranking model to optimize drug placements within Automated Drug Dispensing Systems (ADDS). The method represents drugs as nodes with features derived from monthly consumptio...
Publication · 1d
A Comparative Performance Study of AHP and Fuzzy AHP Methods for Optimizing Drug Assignment in Automated Drug Dispensing Systems
Abstract
This paper uses the Analytic Hierarchy Process (AHP) and Fuzzy Analytic Hierarchy Process (FAHP) to optimize drug assignment in Free-Fall-Flow-Rack AS/RS Automated Drug Dispensing (ADD) systems. By prioritizing drug placement within ADD ...
Publication · 1d
Efficiency in Medication Assignment: A Literature Review on Automated Dispensing Systems and Controller Synthesis
Abstract
Efficient medication management within healthcare facilities is paramount for ensuring patient well-being. This literature article delves into the intricacies of optimizing medication assignment within automated dispensing systems (ADSs)...
Publication · 1d
Improvement of human performance in healthcare systems by taking into account physician behavior
Abstract
Purpose: Efficiency standards, similar to industrial measures like overall equipment effectiveness (OEE), are being used in healthcare systems more and more. Performance indicator models applied to machines assume a constant completion t...
Publication · 1d
Modeling and control of drug assignment for pharmaceutical cabinets using discrete event systems approaches
Abstract
The public health sector, considered to be vital, especially in this pandemic crisis of COVID-19, requires automation and control of drug distribution in pharmacies commonly called: “Dispensing.” In this paper, we address the medication ...
Publication · 1d
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