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An Efficient and Privacy preserving Computation Framework for Tibetan medicine 10

An Efficient and Privacy preserving Computation Framework fo...

引用

10th IEEE international conference on Cyber Security and Cloud Computing and 9th IEEE international conference on Edge Computing and Scalable Cloud, CSCloud-EdgeCom 2023

作者： Zhao, Ruoli Xie, Yong Zhang, Lijun Cao, Haiyan Liu, Ping Qinghai University The Department of Computer Technology and Applications Xining China

ISBN: (纸本)9798350312461

With the continuous development of Tibetan medicine, using machine learning technology to enhance the value of Tibetan medical data has become very important. However, the concerns of Tibetan medical institutions about data leakage have hindered the sharing of Tibetan medical data. therefore, in this paper, we propose a privacy preserving computation framework based on dual servers. Our framework can securely store Tibetan medical data on cloud servers. the secure computation (such as machine learning training or machine learning prediction) is performed by cloud servers without compromising data. On the premise of ensuring data security, we combine the multi-key homomorphic encryption and secret sharing to design some secure building blocks. through the security analysis and performance evaluation, our proposed scheme is efficient and practical. © 2023 IEEE.

关键词： Machine learning

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Social Product design: An Approach to Improving Behavior Relationship for Chinese Older Adults in Community Space 10th

Social Product Design: An Approach to Improving Behavior Rel...

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10th international conference on Distributed, Ambient and Pervasive Interactions (DAPI) Held as Part of the 24th international conference on Human-computer Interaction (HCII)

作者： Bai, Lei Nanjing Univ Arts Nanjing 210013 Peoples R China

ISBN: (纸本)9783031054631;9783031054624

At present, China is in the stage of rapid aging, and the innovation of China's pension model must face the great pressure of social isolation of the elderly. the Shanghai model has many shortcomings in practice, and the lack of industry innovation methods urges us to go back to the root of the problem to explore the way of innovation. the Spatio-temporal difference of aging is the main reason for the barriers in the pension model, which also provides the social impetus to promote the innovation of pension model. Combined the Nanjing case study and social technology methods, We propose Social Product design Approach to improving behavior relationship for Chinese Older Adults in Community Space.

关键词： Product design Social integration Older adult Community space

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Fashion Knowledge Management for Business Decision Making (Women Apparel on Zalora Indonesia) 10

Fashion Knowledge Management for Business Decision Making (W...

引用

10th international conference on Digital Arts, Media and Technology and 8th ECTI Northern Section conference on Electrical, Electronics, computer and Telecommunications Engineering, ECTI DAMT and NCON 2025

作者： Susi, Hartanto Pelita Harapan University Product Design Department Tangerang Indonesia

ISBN: (纸本)9798331543273

this study investigates knowledge management and fashion analysis in women's apparel on Zalora Indonesia, utilizing data collected from April to September 2024. the research employs a descriptive analysis approach. there are five analyses discussed in this article, including subcategory and region analysis, product analysis, characteristics analysis, price analysis, and customer analysis. Details like the top-selling subcategories, product color trends, material breakdowns, size, price and discount, occasions, customer gender, age and payment method are all revealed by the analysis. Based on Zalora sales data, knowledge management (KM) strategies for MSMEs in Indonesian women apparel includes: 1) R&D and production (focus on dress and tops as best GMV categories;plain and natural colors for color offerings;casual, work wear, and special occasions dresses for product offerings;cotton as the main material, M size clothing);2) Marketing (discount 70% and up always sell;focus on price tier between EUR15-29 during economy slowdown;focus on female customers age 31-40 years for bigger purchasing power;more sales form outskirts customers;3) Information Technology (bank transfer and credit card are still primary payment methods, but start offering pay-later payment method as it gains more popularity;and sole focus on mobile commerce). this article aims to provide useful knowledge to help stakeholders involved in the fashion industry especially MSMEs (Micro Small and Medium Enterprises) as a guide to create better business strategies. © 2025 IEEE.

关键词： Risk perception

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Incorporating Attribute Information into Joint Random Walk for Interpretable Local Community Detection 10

Incorporating Attribute Information into Joint Random Walk f...

引用

10th international conference on Systems and Informatics, ICSAI 2024

作者： Chen, Tianchao Ma, Huifang Li, Ju Lanzhou Vocational Technical College Department of Electronic and Information Engineering Lanzhou China College of Computer Science and Engineering Northwest Normal University Lanzhou China

ISBN: (纸本)9798331510138

Local community detection on the attribute graph aims to locate the community that contains query nodes and satisfies structure cohesion and attribute homogeneity. Most of the traditional local community detection methods focus on topology information and fail to capture attribute information, making it difficult to capture dense subgraphs with high similarity of attributes. Aiming at the above issue, an interpretable Local Community Detection method based on incorporating Attribute information into joint Random walk (ARLCD) is proposed. Specifically, a heterogeneous graph is constructed to capture multiple of structural information. then we leverage the spectral properties of nearly uncoupled Markov Chain to prolong the influence of user's past preferences on the successive steps of the walk, allowing the walker to explore the underlying features more comprehensively. In addition, to eliminate the seed dependence of random walk, we design a joint random walk with reinforcement mechanism. the experimental results on several datasets show our proposed method can find the community with high structure cohesiveness and attribute similarity. © 2024 IEEE.

关键词： Markov chains

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SAGA: Synthesis Augmentation with Genetic Algorithms for In-Memory Sequence Optimization 67

SAGA: Synthesis Augmentation with Genetic Algorithms for In-...

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67th IEEE international Midwest Symposium on Circuits and Systems (MWSCAS)

作者： Robins, Andey Borowczak, Mike Univ Cent Florida Dept Elect & Comp Engn Orlando FL 32816 USA

ISBN: (纸本)9798350387186;9798350387179

the von-Neumann architecture has a bottleneck which limits the speed at which data can be made available for computation. To combat this problem, novel paradigms for computing are being developed. One such paradigm, known as in-memory computing, interleaves computation with the storage of data within the same circuits. MAGIC, or Memristor aided Logic, is an approach which uses memory circuits which physically perform computation through write operations to memory. Sequencing these operations is a computationally difficult problem which is directly correlated with the cost of solutions using MAGIC based in-memory computation. SAGA models the execution sequences as a topological sorting problem which makes the optimization well-suited for genetic algorithms. We then detail the formation and implementation of these genetic algorithms and evaluate them over a number of open circuit implementations. the memory-footprint needed for evaluating each of these circuits is decreased by up to 52% from existing, greedy-algorithm-based optimization solutions. Over the 10 benchmark circuits evaluated, these modifications lead to an overall improvement in the efficiency of in-memory circuit evaluation of 128% in the best case and 27.5% on average.

关键词： computer aided design In-memory Computing Machine Learning Evolutionary Computation

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Effect of Water Temperature on Water Quality Variables in Urban Catfish Cultivation Based on Association Rule Mining 10

Effect of Water Temperature on Water Quality Variables in Ur...

引用

10th international conference on Information Technology, computer, and Electrical Engineering, ICITACEE 2023

作者： Siswanto, Boby Mardiyana, Bubun Dani, Yasi Morika, Doni Bina Nusantara University School of Computer Science Computer Science Department Jakarta Indonesia Bina Nusantara University Maintenance Engineering Staff Building Management Jakarta Indonesia Bina Nusantara University School of Design Interior Design Department Jakarta Indonesia

ISBN: (纸本)9798350322729

Fish is a good food commodity for human consumption. Catfish are one type of fish that can be cultivated. Cultivating catfish can now be done through urban farming, which does not require large land areas. Water quality is an essential variable in the survival of catfish farming. Various methods have been used to analyze water quality variables, including IoT tools and applying machine learning. this study uses a public dataset from the Kaggle database published in the Data in Brief journal. Water temperature, pH, turbidity, and ammonia levels are variables considered in water quality. the research focuses on the effect of temperature variables on other water quality variables. this study analyzes the possibility of using association rule mining on the factors that affect the water temperature variable. Association rule mining is proven to explore the relationship between water temperature variables and other variables. the ideal water temperature for catfish is 24-26° C to maintain other variables within the recommended range of values. © 2023 IEEE.

关键词： Water temperature

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Dynamic Load Altering Attack Identification in Power Systems 10

Dynamic Load Altering Attack Identification in Power Systems

引用

10th international conference on Control, Instrumentation and Automation, ICCIA 2024

作者： Samimiat, Marzieh Ahmadi, Ali-Akbar Nateghi, Abolfazl Kharazmi University Electrical and Computer Engineering Department Tehran Iran

ISBN: (纸本)9798331509972

Identifying the dynamic load altering attack (DLAA) is one of the main challenges in modern power systems operation. Due to the ever-increasing demand for energy and the complexities arising from the integration of renewable energy resources, the D-LAA may significantly affect the stability and reliability of the power systems. therefore, the development and implementation of effective strategies to manage these situations is not only necessary to maintain the stability of the network, but also improves the power quality and increases the system reliability. In this paper, identification of the D-LAA in power systems is discussed. By using a bank of localization observer, the location of the attack and its signature matrix are determined. then, using a cubic sliding mode observer, the D-LAA signal is identified. Compared to existing results, no limiting assumptions are made on the attack signal. Besides, presence of phasor measurement units (PMUs) in all buses is not necessary. Using the cubic term in the identification observer reduces the identification error compared to the standard sliding mode observers. All the design scheme is done using a centralized approach, which facilitates taking necessary measures to maintain the stability of the power system in the central control center. the simulation results on the power system with three generator buses and six load buses show the efficiency and capability of the proposed method. © 2024 IEEE.

关键词： Phasor measurement units

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Analyzing the Effect of Edge Computing on Real-time Data Processing and Latency Reduction 10

Analyzing the Effect of Edge Computing on Real-time Data Pro...

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10th IEEE Uttar Pradesh Section international conference on Electrical, Electronics and computer Engineering, UPCON 2023

作者： Deepthi, K. Sahu, Dillip Narayan Rana, Kuldeep Singh Asha, V. Sumalatha, Ippa Nijhawan, Ginni School of Cs & Ai Sr University Telangana Warangal India Gangadhar Meher University Department of Mca Odisha India Invertis University Computer Applications Uttar Pradesh Bareilly India New Horizon College of Engineering Department of Computer Applications Bangalore India Institute of Aeronautical Engineering Hyderabad India Lovely Professional University Phagwara India

ISBN: (纸本)9798350382471

Edge computing platforms offer multiple advantages to information technology, like lower latency, increased connectivity, longer battery duration, and so on. Despite their many advantages, edge computing platforms have some flaws that could severely impair the functioning of specific programs. Indeed, present edge computing platforms do not guarantee latency reduction for real-time data processing and suffer from data overload concerns. To address the above difficulties, this research offers Household Edge Computation (HEC), a novel 3-level edge computation design that delivers real-time data storing and processing near consumers. this 3-level design includes a Residential, a Central, Edge Server, all of which are common in typical edge computation designs. the Residence Server is positioned close to the consumers, allowing for latency reduction for real-time data processing that can be handled by the servers;this also helps minimize the quantity of data that may be handled in the Edge Server and the centralized Cloud. this research uses the Edge-Cloud-Sim simulated system to show the viability of the proposed design. the research findings suggest that this solution may assist in attaining extremely low latency and eliminate overloading difficulties. © 2023 IEEE.

关键词： and Real-time data processing Edge computing Information technology Latency reduction

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Security using Flexible Decisions for Trust Value in a Ubiquitous Environment 10

Security using Flexible Decisions for Trust Value in a Ubiqu...

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17th INDIACom;2023 10th international conference on Computing for Sustainable Global Development, INDIACom 2023

作者： Goyal, Sonali Batra, Neera Kaur, Amandeep Sharma, Vikrant University Department of Cse Haryana Mullana India Graphic Era Hill University Dept. of Computer Science and Engineering Uttarakhand Dehradun India

ISBN: (纸本)9789380544472

Ubiquitous computing refers to the ability to access information and software programs from any location and at any time, utilizing computing and communication capabilities that are no longer limited to human consumers. Unlike desktop computing, ubiquitous computing can be done anywhere, on any device, and in any format. this article explains how currently available solutions are adequate for managing service processing, and a distributed access design is used to achieve this goal. Two topics are addressed in this article: (1) To use of a controlled architecture to execute user authorization (2) the calculation of trust values, which will improve user protection. © 2023 Bharati Vidyapeeth, New Delhi.

关键词： Ubiquitous computing

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design and Implementation of an AI-Enhanced Automatic Animal Food Dispenser 10

Design and Implementation of an AI-Enhanced Automatic Animal...

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10th international conference on Communication and Signal Processing, ICCSP 2024

作者： Vijayalakshmi, B. Varsheni, S. Sre Ganesh, T.R. Rajalakshmi Engineering College Department of Computer Science and Engineering Chennai India

ISBN: (纸本)9798350353068

Animal guardians frequently face the challenge of ensuring that the animals under their care receive timely and adequate nourishment when they are away from home for some period of time. Leaving food in a bowl may result in overeating or shortage of food, and relying on friends or family members to feed the animals may not always be feasible. Additionally, pets with special dietary requirements may require precise feeding schedules and portion control. Hence, there is a growing need for automatic pet feeders to address these concerns. the objective of the project is to provide a convenient and reliable way to feed animals via Artificial Intelligence and IoT concepts, especially when their owners are not able to or available to do so. It can be programmed to dispense designated food tailored for individual animals in precise quantities without caretaker's interference and should also be able to accommodate various pet food types. the feeder must be easy to use and customizable. An automated pet feeder incorporating Internet of things is a modern solution. It guarantees that their pets receive timely meals, even in the owner's *** systemenables remote monitoring, feeder control and food reordering facility for added convenience, making it an innovative solution for the animal's well-being. © 2024 IEEE.

关键词： Support vector machines

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