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检索条件"机构=Department for Automation and Applied Informatics"

共 1547 条记录，以下是71-80 订阅

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Utilizing Transfer Learning in In Vitro Dissolution Prediction Based on Raman Maps

Utilizing Transfer Learning in In Vitro Dissolution Predicti...

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International Symposium on applied Computational Intelligence and informatics ( SACI)

作者： Gábor Knyihár Kristóf Csorba Department of Automation and Applied Informatics Faculty of Electrical Engineering and Informatics Budapest University of Technology and Economics Budapest Hungary

ISBN: (数字)9798350329520

ISBN: (纸本)9798350329537

In vitro dissolution prediction is a field of phar-maceutical research that aims to predict a tablet's dissolution profile using non-destructive methods based on the tablet's measured manufacturing parameters or composition. One of the most popular non-destructive measurements is Raman chemical imaging, which outputs a Raman map. However, because of the current development of the Raman imaging technique, obtaining large training datasets is very expensive and time-consuming. Still, training popular complex deep learning architectures that may achieve better accuracy is only possible with a large dataset. Therefore this article focuses on utilising pre-trained networks and the transfer learning technique to attempt to solve the problem of the small size of training samples. The results showed that deep neural networks with data augmentation and transfer learning could achieve better accuracy than simple convolutional neural networks. The presented strategies showed the need for an extensive dataset could be handled, and the accuracy could be enhanced, although there is room for further refinement.

关键词： Training Accuracy Uncertainty Current measurement Transfer learning Imaging Manufacturing

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Enhanced Indoor Mapping via Integration of Lidar and HoloLens 2 Data Using Iterative Closest Point Algorithm

Enhanced Indoor Mapping via Integration of Lidar and HoloLen...

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International Symposium on Intelligent Systems and informatics (SISY)

作者： Panka Szalka Attila Hideg Department of Automation and Applied Informatics Faculty of Electrical Engineering and Informatics Budapest University of Technology and Economics Budapest Hungary

ISBN: (数字)9798350385601

ISBN: (纸本)9798350385618

This study presents an innovative method to improve the accuracy of indoor mapping by deploying and integrating a sensor that transmits two-dimensional data with a three-dimensional mesh created by another device. The Iterative Closest Point algorithm was used to coordinate the different data sets and transform their different coordinate systems into a common indoor map. Prior to this, rigorous image cleaning and matching processes are conducted to ensure the quality of the data used. The effectiveness of this methodology has been validated through multiple tests using a Lidar scanner and a HoloLens 2 Augmented Reality device. This method not only offers potential for enhancing indoor navigation and safety protocols like emergency evacuation but also presents opportunities for advancing asset tracking and other applications.

关键词： Laser radar Accuracy Iterative closest point algorithm Tracking Heuristic algorithms Transforms Robot sensing systems Real-time systems Cleaning Augmented reality

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Assessing Security and Performance: Varying Ring Oscillator Counts in Configurable Inversion Unit-based PUF

Assessing Security and Performance: Varying Ring Oscillator ...

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Mediterranean Conference on Embedded Computing (MECO)

作者： Husam Kareem Dmitriy Dunaev Department of Automation and Applied Informatics Faculty of Electrical Engineering and Informatics Budapest University of Technology and Economics Budapest Hungary

ISBN: (数字)9798350387568

ISBN: (纸本)9798350387575

The concept of Physical Unclonable Function (PUF) has recently garnered attention in both industrial and academic fields as a promising hardware primitive for enhancing the security of electronic systems and devices. PUFs leverage inherent manufacturing inconsistencies to generate a distinct key for every device. PUFs utilize the inherent manufacturing variations to generate a distinct key for each device despite using identical input values across all devices. A range of PUF types have been developed, such as optical, electronic, and magnetic variations. However, the Ring Oscillator (RO) PUF stands out particularly due to its simple implementation and impressive performance. Due to the limited combinations of the RO-PUF input-output bits, or as it is called in the field of PUFs, challenge-response pairs (CRPs), researchers have developed the configurable ring oscillator (CRO) PUF, which produces a larger set of CRPs by utilizing a configurable inversion unit (CIU) instead of the standard inverter in the traditional design. Most of the recent research primarily focuses on increasing the size of the CRPs and enhancing security features. Yet, there is a lack of emphasis on investigating how the count of ROs affects the performance of the CRO-PUF. This paper uses several performance metrics to investigate the impact of altering the ring oscillator count on the CRO-PUF.

关键词： Ring oscillators Performance evaluation Embedded computing Physical unclonable function Reliability engineering Hardware Inverters

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Support-Vector Machine-Based Classifier of Cross-Correlated Phoneme Segments for Speech Sound Disorder Screening 32

Support-Vector Machine-Based Classifier of Cross-Correlated ...

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32nd Medical informatics Europe Conference, MIE 2022

作者： Mahmut, Emilian-Erman Nicola, Stelian Stoicu-Tivadar, Vasile Politehnica University Timisoara Department of Automation and Applied Informatics P-ta Victoriei no. 2 Timisoara Romania

ISBN: (纸本)9781643682846

This paper presents a Support-Vector Machine (SVM) based method of classification of cross-correlated phoneme segments as part of the development of an automated Speech Sound Disorder (SSD) Screening tool. The pre-processing stage of the algorithm uses cross-correlation to segment the target phoneme and extracts data from the new homogeneously trimmed audio samples. Such data is then fed into the SVM-based classification script which currently achieves an accuracy of 97.5% on a dataset of 132 rows. Given the global context of an increasing trend in the incidence of Speech Sound Disorders (SSDs) amongst early-school aged children (5-6 years old), the constraints imposed by the new Corona virus pandemic, and the (consequent) shortage of professionally trained specialists, an automated screening tool would be of much assistance to Speech-Language Pathologists (SLPs). © 2022 European Federation for Medical informatics (EFMI) and IOS Press.

关键词： Support vector machines

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Handwritten Data Extraction Using OpenAI ChatGPT4o and Robotic Process automation

Handwritten Data Extraction Using OpenAI ChatGPT4o and Robot...

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2024 European Federation for Medical informatics Special Topic Conference, EFMI STC 2024

作者： Gal-Nadasan, Norbert Stoicu-Tivadar, Vasile Gal-Nadasan, Emanuela Raluca Dinu, Anca Politehnica University of Timisoara Department of Automation and Applied Informatics Faculty of Automation and Computers Romania Medical Center for Evaluation Therapy Specific Medical Education and Recovery For Children and Young People Cristian Şerban Buziaş Romania Department of Medical Rehabilitation University of Medicine and Pharmacy Victor Babes Timişoara Romania

ISBN: (纸本)9781643685540

This paper proposes to create an Robotic Process automation style application that can digitalize and extract data from handwritten medical forms. The RPA robot uses OpenAI ChatGPT4o model to extract handwritten medical data and transform it into typed data. The handwritten data is transcribed correctly at a rate of 100%. The data interpretation is accomplished by the UiPath machine learning API. By creating new nonstandard form templates and associated taxonomies the system can be scaled as desired. After the data extraction process the saved data can be sent to a database, spreadsheet. The access to this medical data is restricted to the physicians and medical nurses employed at the medical facility. © 2024 The Authors.

关键词： Medical robotics

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Android Application to Support Communication Between Romanian Hearing and Deaf Peoples 16

Android Application to Support Communication Between Romania...

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16th IEEE International Symposium on applied Computational Intelligence and informatics, SACI 2022

作者： Golimba, Petrisoara Stanciu, Loredana Continental Automotive Romania Automation and Computer Science Faculty Upt Timisoara Romania Politehnica University Timisoara Automation and Applied Informatics Department Timisoara Romania

ISBN: (数字)9781665481250

ISBN: (纸本)9781665481250

Deaf persons usually relies on sign language to communicate with other human beings. This language is expressed through manual articulations in combination with non-manual elements, being a full rights language, with its own grammar and lexicon. Still, it is closely linked to the culture, customs and norms of the community that uses it, so that there is a sign language for the deaf community in Romania. Though there are many attempts to develop assistive technologies, most of them are for American Sign Language. The article presents an Android application to translate a message from Romanian language to Romanian sign language through videos in which these words are mimicked. The application was successfully used in an orphanage by hearing children to learn the sign language and to communicate with a deaf peer. © 2022 IEEE.

关键词： Audition

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Simulating Human Physical Behavior using Unreal Engine Full Body Inverse Kinematics 16

Simulating Human Physical Behavior using Unreal Engine Full ...

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16th International Symposium on Electronics and Telecommunications, ISETC 2024

作者： Pescaru, Alexandru-Mihai Bertici, Razvan Adrian Plosca, Traian-Radu Micea, Mihai Victor Politehnica University Timisoara Department of Computer and Information Technology Timisoara300223 Romania 'Victor Babes' University of Medicine and Pharmacy Timisoara Department XIII Pulmonology Timisoara300041 Romania Politehnica University Timisoara Department of Automation and Applied Informatics Timisoara300223 Romania

ISBN: (纸本)9798350390865

Extracting, analyzing, and simulating human physical behavior have proven to be challenging tasks for researchers all over the world for many years. If developed successfully, they can generate important results that will contribute to progress in many fields. These results can change many people's lives, aiding in a handful of domains, such as security, medicine, autonomous robots, and many more. A direct outcome is to obtain the data necessary to train and validate advanced neural network models implied by many of today's solutions. We propose here an approach that uses Unreal Engine 5 to reproduce the movements characteristic to normal human behavior in a simulated environment, considering restrictions of body joints. This method can be used to aid in creating flawless body animation, both procedural and AI generated. It can be included in healthcare-related body simulations, video game development, and in some other fields involving research on physical human or animal behavior. © 2024 IEEE.

关键词： Inverse kinematics

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Robust H∞ Controller Design for Satellite Systems with Uncertain Inertia Matrix: A Linear Matrix Inequality Approach 7th

Robust H∞ Controller Design for Satellite Systems with Un...

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7th Computational Methods in Systems and Software, CoMeSySo 2023

作者： Shaikh, Ibrahim Emebu, Samuel Matušů, Radek Department of Automation and Control Engineering Faculty of Applied Informatics Tomas Bata University in Zlín nám. T. G. Masaryka 5555 Zlín760 01 Czech Republic

ISBN: (纸本)9783031535482

This paper discusses the design of a robust H∞ controller for satellite systems that exhibit changes in its inertia matrix within a range of ±5%. Using MATLAB Simulink, the proposed approach is a Linear Matrix Inequality (LMI) by LMILAB Semidefinite programming solver in YALMIP. Simulation results demonstrate the controller’s effectiveness in stabilizing the system against disturbance and maintaining performance despite variations in the inertia matrix. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

关键词： Disturbance rejection

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Automating Substation Modeling Using Labeled Images

Automating Substation Modeling Using Labeled Images

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International Conference on Renewable Energy Research and Applications (ICRERA)

作者： Arjun Kumar Madhusoodhanan Julian Hoffmann Pascal Emanuel Schmidt Marco Schott Uwe Kühnapfel Veit Hagenmeyer Institute of Automation and Applied Informatics Karlsruhe Institute of Technology Karlsruhe Germany Department of Informatics Karlsruhe Institute of Technology Karlsruhe Germany

ISBN: (数字)9798350375589

ISBN: (纸本)9798350375596

This paper presents a comprehensive workflow for automating substation modeling using labeled aerial images. Our approach streamlines the process into three key steps: generating the input dataset as labeled images, inferring an electrical substation model based on standard design principles and exemplarily importing the model into DIgSILENT PowerFactory as a simulation environment. We demonstrate that this new automated process significantly enhances speed, improves consistency, and facilitates easier updation of models, outperforming traditional manual methods.

关键词： Renewable energy sources Substations Manuals Streaming media Standards

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Mathematical Models and Algorithms in Constructing Decision Support System for Hot Rolling Mill Operator 5

Mathematical Models and Algorithms in Constructing Decision ...

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5th International Conference on Control Systems, Mathematical Modeling, automation and Energy Efficiency, SUMMA 2023

作者： Pimenov, Vladimir Galkin, Alexander Miroshnikov, Artem Novolipetsk Steel Technology Development Department Lipetsk Russia Lipetsk State Technical University The Faculty of Automation and Informatics Lipetsk Russia Lipetsk State Technical University Department of Applied Mathematics Lipetsk Russia

ISBN: (纸本)9798350309126

The paper describes the structure of an information system for predicting the profile of hot-rolled steel. To predict the transverse profile, an integrated model is used, including models of roll bending, roll profile wear, roll thermal expansion, and roll flattening. Methods for calculating individual elements of the integrated model are described. A comparison of the predicted profile with the real one is given. Suggested criteria for assessing the quality of the transverse profile are also given. The order of the stages required for the software implementation of the hot rolling mill operator's information system is given. © 2023 IEEE.

关键词： Hot rolling

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