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In the Search for the Balance Between Real and Synthetic Images in Multi-Class Detection systems

In the Search for the Balance Between Real and Synthetic Ima...

引用

IEEE Conference on Industrial Electronics and Applications (ICIEA)

作者： Vitória Biz Cecchetti Marcelo Rudek Roberto Z. Freire Industrial and Systems Engineering Pontifical Catholic University of Parana (PUCPR - PPGEPS) Curitiba Brazil Industrial and Systems Engineering Graduate Program (PPGEPS) Universidade Tecnoló gica Federal do Paraná (UTFPR) Curitiba Brazil

ISBN: (数字)9798350360868

ISBN: (纸本)9798350360875

Intelligent systems focused on traffic management have been in evidence in recent years, and applications related to vehicle detection and tracking, speed estimation, and traffic flow identification have become an interesting research topic. For the previously mentioned tasks, a large number of data has to be gathered to train deep learning algorithms, but collecting that data can be a time and resource-consuming task. Therefore, the use of synthetic data has become a viable option that helps to minimize data acquisition problems, but when misused, it can negatively impact the model's quality. This paper presents a systematic literature review based on the use of synthetic images to train object detection models in urban scenarios, aiming at identifying the ideal ratio between real and synthetic images that can benefit those models and the best methods to produce synthetic images. This study identified that there is no consensus on the number of synthetic images that can help to generate a more accurate model, due to the low number of papers addressing this relationship, however, it was noted that the use of generative adversarial networks (GANs) can create synthetic images that are more similar to real images, bringing benefits for training detection models, although without identifying how the use of images generated by this method can help in the relationship between synthetic and real.

关键词： Training Analytical models Accuracy Vehicle detection Object detection Generative adversarial networks Data models

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Measurement of Electrical Characteristics of Vehicle Body Toward Capacitive Power Transfer Through Automotive Paintings

Measurement of Electrical Characteristics of Vehicle Body To...

引用

Wireless Power Week (WPW)

作者： Stephane Ken Yagi Hirohito Funato Graduate Program in Information Electrical and Electronic Systems Engineering Utsunomiya University Utsunomiya Japan Dept. of Fundamental Engineering Utsunomiya University Utsunomiya Japan

ISBN: (数字)9798350349139

ISBN: (纸本)9798350349146

In this paper, impedance characteristics of real car body is measured toward implementation of capacitive power transfer through automotive paintings. In measurement of car impedance, capacitive coupling electrodes are applied at three different positions in order to observe impedance characteristics changed for different positions. After measurement, equivalent circuit at the different electrode positions are estimated for realization of further efficient capacitive power transfer.

关键词： Electrodes Wireless communication Power measurement Impedance measurement Position measurement Automobiles Impedance

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Knowledge Path Versus Goal-driven Strategy for Digital Transformation

Knowledge Path Versus Goal-driven Strategy for Digital Trans...

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2022 Portland International Conference on Management of engineering and Technology, PICMET 2022

作者： Langford, Gary O. Langford, Teresa S-Y. Portland State University Etm Department - Systems Engineering Program PortlandOR United States Portland Community College Business Department PortlandOR United States

ISBN: (数字)9781890843410

ISBN: (纸本)9781890843410

Traditional organizational strategy is meant to create change from how your customers think you rationalize sales and support to what your customers and you need. By fostering a sense of stability, providing consensus view, directing resources, and controlling activities, strategic planning is an expected cornerstone in modern organizations. Over the past eighty years, goal-driven strategies have led digital transformations to unlock new markets, enhanced value-driven revenues, and created a closer kinship between customers and providers. While one presumes goal-driven strategies are best practice for digital transformation, this article explores knowledge paths as an alternative approach. Habitual, emotional, associative, rule-based, and knowledge paradigms do not require embedded goals. Using a systems approach that clarifies the ontological differences between influences and objects, we propose a new explanation for limiting goal-directed strategies. Applying a mapping function that relates functional performance to loss, we construct a novel dataset allowing us to compare like kind results of goals and knowledge-path strategies. These findings offer organizations, with strong identities and experienced management teams, rapid integration of digitally transformed processes into a comprehensive business model. We illustrate how data (rather than process) organizes product/service competition and objectifies purchasing behaviors. © 2022 PICMET.

关键词： Sales

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Brand Love Enhancement of Micro, Small, and Medium Enterprises in Indonesia: A Systematic Literature Review

Brand Love Enhancement of Micro, Small, and Medium Enterpris...

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IEEE International Symposium on Consumer Electronics (ISCE)

作者： Christina Christina I Ketut Gunarta Bambang Syairudin Department of Industrial and Systems Engineering Institut Teknologi Sepuluh Nopember Surabaya Indonesia Bachelor Program in Industrial Engineering Universitas Kristen Maranatha Bandung Indonesia

ISBN: (数字)9798350365191

ISBN: (纸本)9798350365207

This preliminary paper presents a Systematic Literature Review (SLR) to explore how consumer brand love of Micro, Small, Medium Enterprises (MSME) in Indonesia could be enhanced through branding strategies. MSMEs play important role in current Indonesia economic growth, but unfortunately, they focus on the trading and forget about the branding. It also examines previous research to observe what should be highligted about brand love, how to identify the variables of the consumer voices and if the latent consumer voices has been identified. To collect the literature data, ScienceDirect and Google Scholar were used as databases. There is a contradictive thing about the masstige brand and MSME's brands about brand love, brand loyalty and purchase intention. Some recommendations strategies could be determined such as good collaboration between the government and MSMEs, and how to gather the latent consumer voice. For further research could be suggested to include interview that would be converted to text document.

关键词： Economics Analytical models Databases Brand management Government Internet Resource management Cultural differences Interviews Monitoring

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Using SYCLomatic to Migrate CUDA Code to oneAPI Adapting NVIDIA GPU

Using SYCLomatic to Migrate CUDA Code to oneAPI Adapting NVI...

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IEEE International Conference on Cluster Computing Workshops and Posters (CLUSTER WORKSHOPS)

作者： Wentao Liang Norihisa Fujita Ryohei Kobayashi Taisuke Boku Master's Program in Computer Science Degree Program in Systems and Information Engineering Graduate School of Science and Technology University of Tsukuba Center for Computational Sciences University of Tsukuba

ISBN: (数字)9798350383454

ISBN: (纸本)9798350383461

Nowadays, the use of accelerators in high performance computing has become more common than ever before. The most used accelerators must be the Graphics Processing Unit (GPU). It has emerged as an important component in most of the parallel computing scenarios, surpassing the capabilities of the traditional Central Processing Unit (CPU) in perspective of both performance and energy efficiency.

关键词： Codes Conferences High performance computing Graphics processing units Cluster computing Parallel processing Energy efficiency Central Processing Unit

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Preliminary Plan for Data Collection on Stakeholder Information Interdependence in Area-Business Continuity Management: A Case Study of Flood Management in Thai Industrial Zones 23

Preliminary Plan for Data Collection on Stakeholder Informat...

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23rd International Symposium on Communications and Information Technologies, ISCIT 2024

作者： Arayachookiat, Penpitcha Saengtabtim, Kumpol Kodaka, Akira Leelawat, Natt Tang, Jing Watanabe, Kenji Risk and Disaster Management Program Graduate School Chulalongkorn University Bangkok Thailand Chulalongkorn University Faculty of Engineering Department of Industrial Engineering Bangkok Thailand Chulalongkorn University Disaster and Risk Management Information Systems Research Unit Bangkok Thailand Graduate School of System Design and Management Keio University Kanagawa Japan International School of Engineering Chulalongkorn University Faculty of Engineering Bangkok Thailand Graduate School of Social Engineering Nagoya Institute of Technology Nagoya Japan

ISBN: (纸本)9798350353952

The 2011 flood in Thailand exposed significant vulnerabilities in industrial areas, highlighting the necessity for enhanced disaster risk management through Area-Business Continuity Management (Area-BCM). This preliminary study focuses on identifying how stakeholders rely on information from each other to improve disaster preparedness and response. The research involves systematically identifying Area-BCM stakeholders and designing interview questions, which are evaluated by experts using the Index of Item-Objective Congruence (IOC) to ensure relevance and clarity. All interview questions surpassed the IOC threshold of 0.5, confirming their effectiveness in capturing information interdependencies. Expert feedback led to refinements in the questions, underscoring the importance of tailored data collection. This initial plan provides a critical foundation for understanding information interdependence and highlights the importance of well-designed data collection methods. The findings have significant implications for developing more resilient disaster management strategies in industrial areas, emphasizing the need for precise and relevant stakeholder communication to enhance Area-BCM effectiveness. © 2024 IEEE.

关键词： Area-Business Continuity Management Flood Index of Item-Objective Congruence Information Interdependence

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Extraction of c- F os Protein Regions from Mouse Brain Slice Images using Multi-channelization, 1 x 1 Convolution and U -Net 13

Extraction of c- F os Protein Regions from Mouse Brain Slice...

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Joint 13th International Conference on Soft Computing and Intelligent systems and 25th International Symposium on Advanced Intelligent systems, SCIS and ISIS 2024

作者： Wang, Ziyue Okamura, Hibiki Luo, Shijie Hayashi, Yu Takizawa, Hotaka Master's Program in Computer Science University of Tsukuba Tsukuba Japan International Institute for Integrative Sleep Medicine University of Tsukuba Ph.D. Program in Humanics Tsukuba Japan International Institute for Integrative Sleep Medicine University of Tsukuba Tsukuba Japan Institute of Systems and Information Engineering Academic Computing and Communications Center University of Tsukuba Tsukuba Japan

ISBN: (纸本)9798350373332

This study proposed a novel extraction method of c-Fos protein regions in DAB(3,3'-diaminobenzidine)-stained mouse brain slice images using the U-Net model combined with the multi-channelization and 1×1 convolution techniques. Our U-Net m odel, called 1× 1 conv U-Net, was applied to three DAB- strainedmouse slice images whose resolutions were 1000x1000 pixels. The experimental results demonstrated that the 1×1 conv U-Net outperformed the conventional U-Net. © 2024 IEEE.

关键词： Mammals

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What Matters in Accreditation? A Case Study in Chile

What Matters in Accreditation? A Case Study in Chile

引用

Computer Science Society (SCCC) International Conference Chilean

作者： Lucía González Sol Riquelme-Gutiérrez Cristóbal Mauricio Óscar C. Vásquez Department of Industrial Engineering Faculty of Engineering University of Santiago of Chile (USACH) Chile program for the Development of Sustainable Production Systems (PDSPS) Faculty of Engineering University of Santiago of Chile (USACH)

ISBN: (数字)9798331527891

ISBN: (纸本)9798331527907

The accreditation assessment of a program in higher education institutions is a process that verifies, promotes and guarantees educational quality. In Chile, it is carried out by the National Accreditation Commission, a public autonomous organization, which considers different criteria, ending up into the number of years the program is accredited. This work aims to investigate the most relevant criteria into this assessment, considering the official records of the institution through a statistical model suitable for pattern recognition. Particularly, we analyze on Master programs related to Industrial engineering. Preliminary results allow us to distinguish the main variables for improving decision-making practices, it is noted that the most prominent one is the criterion associated to the prestige of the institution where the master's program is hosted.

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A Game-Theoretic Approach for Pricing and Determining Quality Levels of Cybersecurity Products Under an Exogenous Information-Sharing program 19th

A Game-Theoretic Approach for Pricing and Determining Qualit...

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19th International Conference on the Economics of Grids, Clouds, systems, and Services, GECON 2022

作者： Rasti-Barzoki, Morteza Altmann, Jörn Egger, Bernhard Department of Industrial and Systems Engineering Isfahan University of Technology Isfahan84156-83111 Iran Institute of Engineering Research College of Engineering Seoul National University Seoul08826 Korea Republic of Technology Management Economics and Policy Program College of Engineering Seoul National University Seoul08826 Korea Republic of Department of Computer Science and Engineering College of Engineering Seoul National University Seoul08826 Korea Republic of

ISBN: (纸本)9783031293146

Price and quality level of products are two important decisions of any business. This paper provides equilibrium solutions for these decisions of two players for a cybersecurity ecosystem, including a solution provider and an information provider. We assume that end users join a cybersecurity ecosystem based on the prices and qualities of the solution provider’s and information provider’s products;so that, the increasing of the prices or/and decreasing the qualities will reduce the number of end-users of that ecosystem. Also, it is assumed that there is an exogenous information-sharing program under which the effect of quality of the information provider’s product on the cybersecurity level depends on the level of information-sharing. Under this information-sharing program, the equilibrium solutions of prices and qualities of these two players are given. Also, some results and insights are given with a numerical example. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Game theory

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Mining the Sentiment of Online Gaming from Social-Media: A Consumer Insight 7

Mining the Sentiment of Online Gaming from Social-Media: A C...

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7th Information systems International Conference, ISICO 2023

作者： Nadlifatin, Reny Persada, Satria Fadil Gunawan, Gilbert Aldrich Prasetyo, Yogi Tri Young, Michael Nayat Perwira Redi, Anak Agung Ngurah Lukiyanto, Kukuh Department of Information Systems Institut Teknologi Sepuluh Nopember Kampus ITS Sukolilo Surabaya60111 Indonesia Entrepreneurship Department BINUS Business School Undergraduate Program Bina Nusantara University Jakarta11480 Indonesia School of Industrial Engineering and Engineering & Management Mapua University 658 Muralla St. Intramuros Manila1102 Philippines Industrial Engineering Department Faculty of Engineering and Technology Sampoerna University Jakarta12780 Indonesia

The gaming industry has changed since advanced technologies and hardware specifications were able to create the possibility of gaming with connective network or known as online gaming. Some communities are accepting positively, and others are contradicted. Thus, there is an urgency to know the insight from their sentiment. The present research extracts 10 thousand sentiments at social media with sentiment text analysis. The text is interpreted into six based emotions namely anger, disgust, fear, joy, sadness, and surprise. The mining analysis by lexicon valance aware dictionary and sentiment reasoner (VADER) projects the Joy emotions as the domination result with 94.74%. Positive joy expression on online gaming is revealed by extracting the sentiment analysis. In total, ten thousand data were collected from the corpus, which resulted in the happy sentiments that were experienced. © 2023 The Authors. Published by Elsevier B.V.

关键词： Sentiment analysis

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