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Image vectorization on modern architectures

Image vectorization on modern architectures

引用

2013 IEEE 9th International Conference on Intelligent computer Communication and Processing, ICCP 2013

作者： Slusanschi, Emil Lupescu, Grigore Computer Science and Engineering Departament Faculty of Automatic Control and Computers University Politehnica of Bucharest Bucharest Romania

ISBN: (纸本)9781479914937

This work presents an image vectorization application aimed to exploit features found in most of today's modern architectures. Design decisions supported by performance results are presented along with use cases for the proposed solution. We will present the algorithm, the target architectures and threading models, as well as a number of optimization techniques. Finally results of both low power SoC and high performance multicore processors are discussed. © 2013 IEEE.

关键词： System-on-chip

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A Concept of an Adaptive Luminaire with Variable Luminous Intensity Distribution 7

A Concept of an Adaptive Luminaire with Variable Luminous In...

引用

7th Lighting Conference of the Visegrad Countries, LUMEN V4 2018

作者： Lesko, Marcin Wachta, Henryk Baran, Krzysztof Rozowicz, Antoni Faculty of Electrical and Computer Engineering Rzeszow University of Technology Rzeszow Poland Automatic Control and Computer Science Kielce University of Technology Faculty of Electrical Engineering Kielce Poland

ISBN: (纸本)9781538679234

The article presents an innovative concept of adaptive luminaire with variable luminous intensity distribution. It enables adjustment of photometric characteristic of luminaire to variable arrangement of the facility, including the quantitative regulation of luminous flux and spatial distribution. A solution presented in this paper was developed as part of a research project titled 'Development of the Intelligent Light Distribution System SOLLS ACTIVE SKY' and is the subject of patent application. The authors present the results of simulation tests in terms of the possibility of obtaining different luminous intensity distribution and lighting parameters on the working plane, with variable position relative to the arrangement of the luminaires. The use of a luminaire with variable luminous intensity distribution as part of an adaptive lighting system allows for quick and cost-free introduction of changes in the lighting of selected functional zones inside the facility. It is possible to adjust the lighting in case of changes in the size or position of the working plane, while the position of luminaire is constant. © 2018 IEEE.

关键词： Optical systems

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UPB at IberLEF-2023 AuTexTification: Detection of Machine-Generated Text using Transformer Ensembles

UPB at IberLEF-2023 AuTexTification: Detection of Machine-Ge...

引用

2023 Iberian Languages Evaluation Forum, IberLEF 2023

作者： Preda, Andrei-Alexandru Cercel, Dumitru-Clementin Rebedea, Traian Chiru, Costin-Gabriel Computer Science and Engineering Department Faculty of Automatic Control and Computers University Politehnica of Bucharest Bucharest060042 Romania

This paper describes the solutions submitted by the UPB team to the AuTexTification shared task, featured as part of IberLEF-2023. Our team participated in the first subtask, identifying text documents produced by large language models instead of humans. The organizers provided a bilingual dataset for this subtask, comprising English and Spanish texts covering multiple domains, such as legal texts, social media posts, and how-to articles. We experimented mostly with deep learning models based on Transformers, as well as training techniques such as multi-task learning and virtual adversarial training to obtain better results. We submitted three runs, two of which consisted of ensemble models. Our best-performing model achieved macro F1-scores of 66.63% on the English dataset and 67.10% on the Spanish dataset. © 2023 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).

关键词： Deep learning

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A Decentralized Paper Dissemination System Employing Blockchain Technology, Peer Review and Expert Badges 27

A Decentralized Paper Dissemination System Employing Blockch...

引用

27th International Conference on System Theory, control and Computing, ICSTCC 2023

作者： Bărbuţă, Delia-Elena Alexandrescu, Adrian Faculty of Automatic Control and Computer Engineering Gheorghe Asachi Technical University of Iaşi Iaşi Romania

ISBN: (纸本)9798350337983

Peer review represents the status-quo when it comes to evaluating research articles that are submitted to conferences and journals. The significance of a computer science article is given by the prestige of the publication and is correlated with the inclusion in the ISI Web of Science index. This paper discusses the issues of the current paper publication paradigm and proposes a decentralized approach to the paper dissemination and the peer review processes. On the one hand, decentralization and transparency are obtained by employing smart contracts, through blockchain technology. On the other hand, an optimization of the paper rating system is obtained by employing a system of expert badges, based on NFTs, which ensure that the peer review process is just and that only specialists in the fields associated to the contributed paper offer proficient feedback. Other proposed facets include the remuneration of reviewers, a method of allowing the proposed system to expand based on the community's input, and a solution for allowing the organization of conferences. © 2023 IEEE.

关键词： Smart contract

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Intelligent diagnostics of devices with the use of infrared mapping images

Intelligent diagnostics of devices with the use of infrared ...

引用

2011 3rd International Students Conference on Electrodynamics and Mechatronics, SCE III

作者： Gasz, R. Faculty of Electrical Engineering Automatic Control and Computer Science Opole University of Technology 45-272 Opole Poland

ISBN: (纸本)9781424496952

A correct diagnostics together with the early prediction of failure or malfunction of the system are the major issues in modern maintenance. Nowadays, the time-honored diagnostics may be inadequate and lead to omitting failures, resulting in higher costs of repairing damaged equipment. That is why the interest in intelligent diagnostics increases due to the possibility of better interpretation of the component status and early failure prediction. One of the ways of determining the device condition is to measure and analyze the temperature of multiple points on the device. Thermographics may show a beginning of significant wear of a component, and enable a repair or replacing before the failure appears. The paper presents the key aspects of the diagnostics with thermal images, including: technology mapping, mapping algorithms, together with a presentation of available software solutions. © 2011 IEEE.

关键词： Repair

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Learning the Dynamic Environment of an Original Game Using Hierarchical Reinforcement Learning Methods 27

Learning the Dynamic Environment of an Original Game Using H...

引用

27th International Conference on System Theory, control and Computing, ICSTCC 2023

作者： Batalan, Vlad Leon, Florin Faculty of Automatic Control and Computer Engineering "Gheorghe Asachi" Technical University of Iași Iași Romania

ISBN: (纸本)9798350337983

This paper compares the performance of two reinforcement learning algorithms, Q-Learning and MAXQ-0, in learning to play an original game. An extension of MAXQ-0 algorithm, MAXQ-P is introduced, which enhances the variety of the tree nodes with simple, ordered and repetitive nodes. The hierarchical approach provided by MAXQ-P finds the optimal solution faster than the flat Q-Learning approach but converges more slowly. Furthermore, the performance of the MAXQ-P algorithm decreases after a certain number of episodes due to representation error in the weights of the model. To address this issue, the model is periodically tested with an exploration value of 0, and if the model successfully finds the solution, it is stored for future use. This study provides insights into the benefits and drawbacks of using hierarchical reinforcement learning algorithms for complex tasks and highlights the importance of carefully designing and training such algorithms for optimal performance. © 2023 IEEE.

关键词： Reinforcement learning

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A Framework for Anything-as-a-Service on a Cloud platform 27

A Framework for Anything-as-a-Service on a Cloud platform

引用

27th International Conference on System Theory, control and Computing, ICSTCC 2023

作者： Alexandrescu, Adrian Mironeanu, Cătălin Faculty of Automatic Control and Computer Engineering Gheorghe Asachi Technical University of Iaşi Iaşi Romania

ISBN: (纸本)9798350337983

There is an increasing need for computational and storage capabilities for complex distributed applications. Existing solutions need to be deployed in an environment that allows for an increase in performance, scalability, and availability. This paper takes looks at the state-of-the-art regarding methods that take existing applications and make them more efficient by using Cloud services. The novelty of the paper consists of a proposed framework for deploying applications on three major Cloud providers (i.e., Amazon's AWS, Google Cloud and Microsoft Azure) and on the OpenStack open-source Cloud. After the main services from the four Cloud providers are identified, different deployment methods are described depending on the Cloud services and on the requirements of the application. Also, some examples of migrations are discussed with reference to specific Cloud provider services. The proposed solution for Anything-as-a-Service (YaaS) is a straightforward framework for taking different types of applications and migrating them to the Cloud. Therefore, the deployed applications benefit from Cloud features such as resource pooling, availability or scalability, while also being wary of the incurring costs. © 2023 IEEE.

关键词： Web services

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Patient monitoring: Wearable device for patient monitoring

引用

作者： Lupu, Robert G. Stan, Andrei Ungureanu, Florina Gh. Asachi Technical University of Iasi Faculty of Automatic Control and Computer Engineering 700050 Romania Romania

ISBN: (纸本)9789048123100

The increasing request of patients, suffering of chronic diseases, who wish to stay at home rather then in a hospital and also the increasing need of homecare monitoring for elderly people, have lead to a high demand of wearable medical devices. Also, extended patient monitoring during normal activity has become a very important target. Low power consumption is essential in continuously monitoring of vital-signs and can be achieved combining very high storage capacity, wireless communication, and ultra-low power circuits together with firmware management of power consumption. This approach allows the patient to move unconstraint around an area, city or country. In this paper the design of ultra low power wearable monitoring devices based on ultra low power circuits, high storage memory flash, bluetooth communication and the firmware for the management of the monitoring device are presented. © 2009 Springer Netherlands.

关键词： Firmware

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Feature Selection via Genetic Multiobjective Optimization with Fuzzy Rejection Mechanisms 17

Feature Selection via Genetic Multiobjective Optimization wi...

引用

17th IEEE International Conference on Intelligent computer Communication and Processing, ICCP 2021

作者： Cimpanu, Corina Ferariu, Lavinia Dumitriu, Tiberius Gheorghe Asachi Technical University of Iaşi Faculty of Automatic Control and Computer Engineering Iaşi Romania

ISBN: (纸本)9781665409766

In pattern identification, embedded Feature Selection (FS) determines a detailed data description and an efficient and accurate classification. Most Genetic Algorithm (GA) based optimization procedures tackle the minimization of a classifier's error rate. Independent of how feature selection procedures are configured, either in Single (SOO) or Multi-Objective Optimization (MOO) manners, the major problem with all classifiers is multidimensionality and quantity of redundant and noisy data recordings. This paper compares six GA-based optimizations as viable solutions for an accurate and efficient assessment of working memory load levels during arithmetic computations based on Electroencephalogram (EEG) data. An objective layout analysis of a randomly generated population motivates both SOO and MOO further explorations. The single objective error-based optimization, the aggregation of error, and the number of selected features illustrate the limitations of SOOs. The third SOO incorporates a fuzzy rejection mechanism for unnecessary features. The baseline for MOO comparison is Deb's NSGA. Two new MOO procedures for feature selection are proposed: a MOO Fuzzy Rejection of Irrelevant Features (MOO-FRIF) and a Fuzzy Progressive Deletion of Irrelevant Features (MOO-FPDIF). Both new MOO approaches gradually eliminate or discourage the EEG features that negatively influence the classifier. Two classifiers address the problem distinctively, namely Random Forests (RF) and a multi-class Support Vector Machine (SVM) with one vs. one comparison mechanism and RBF kernel. © 2021 IEEE.

关键词： Multiobjective optimization

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Optimal Scheduling of Preventive Maintenance for Safety Instrumented Systems Based on Mixed-Integer Programming 7th

Optimal Scheduling of Preventive Maintenance for Safety Inst...

引用

7th International Symposium on Model-Based Safety and Assessment, IMBSA 2020

作者： Abdelkarim, Anas Zhang, Ping Institute of Automatic Control Faculty of Electrical and Computer Engineering Technische Universität Kaiserslautern Kaiserslautern67663 Germany

ISBN: (纸本)9783030589196

Preventive maintenance is essential to guarantee the reliability of the safety instrumented systems in the process industry. The safety integrity level of the safety instrumented systems is evaluated based on the probability of failure on demand, which is significantly influenced by preventive maintenance. In this paper, we give an approach to optimize the schedule of the preventive maintenance for the safety instrumented systems, which considers not only the time instants but also the sequence of the maintenance schedule. The basic idea is to discretize the continuous-time Markov model from the viewpoint of maintenance and then reformulate the problem as a mixed-integer programming problem. Examples are given to illustrate the proposed approach. © 2020, Springer Nature Switzerland AG.

关键词： Preventive maintenance

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