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Devising single in-out long short-term memory univariate models for predicting the electricity price on the day-ahead markets 设计用于预测日前市场电价的单进单出长短期记忆单变量模型
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-09-04 DOI: 10.1080/09540091.2024.2397351
Adela Bâra, Simona Vasilica Oprea
{"title":"Devising single in-out long short-term memory univariate models for predicting the electricity price on the day-ahead markets","authors":"Adela Bâra, Simona Vasilica Oprea","doi":"10.1080/09540091.2024.2397351","DOIUrl":"https://doi.org/10.1080/09540091.2024.2397351","url":null,"abstract":"We investigate the performance of intelligent systems such as various Long Short-Term Memory (LSTM) and hybrid models to forecast the electricity spot prices considering univariate and multivariate...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"103 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142267656","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A continual learning framework to train robust image recognition models by adversarial training and knowledge distillation 通过对抗训练和知识提炼训练稳健图像识别模型的持续学习框架
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-07-20 DOI: 10.1080/09540091.2024.2379268
Ting-Chun Chou, Yu-Cheng Kuo, Jhih-Yuan Huang, Wei-Po Lee
{"title":"A continual learning framework to train robust image recognition models by adversarial training and knowledge distillation","authors":"Ting-Chun Chou, Yu-Cheng Kuo, Jhih-Yuan Huang, Wei-Po Lee","doi":"10.1080/09540091.2024.2379268","DOIUrl":"https://doi.org/10.1080/09540091.2024.2379268","url":null,"abstract":"Deep learning has been widely adopted in many image recognition tasks with great success. It has now been applied to conducting tasks on vision-based edge devices with resource limitation. To secur...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"9 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141746041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IPFS-blockchain-based delegation model for internet of medical robotics things telesurgery system 基于 IPFS 区块链的医疗机器人物联网远程手术系统授权模型
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-06-17 DOI: 10.1080/09540091.2024.2367549
Sultan Basudan
{"title":"IPFS-blockchain-based delegation model for internet of medical robotics things telesurgery system","authors":"Sultan Basudan","doi":"10.1080/09540091.2024.2367549","DOIUrl":"https://doi.org/10.1080/09540091.2024.2367549","url":null,"abstract":"The concept of the Internet of Medical Robotics Things (IoMRT) is where intelligent robots assess surrounding events, combine information from their sensors, use both local and dispersed intelligen...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"17 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141507750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Toward cost-effective quantum circuit simulation with performance tuning techniques 利用性能调整技术实现经济高效的量子电路仿真
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-05-09 DOI: 10.1080/09540091.2024.2349541
Nai-Wei Hsu, Chuan-Chi Wang, Chia-Hsin Hsu, Chia-Heng Tu, Shih-Hao Hung
{"title":"Toward cost-effective quantum circuit simulation with performance tuning techniques","authors":"Nai-Wei Hsu, Chuan-Chi Wang, Chia-Hsin Hsu, Chia-Heng Tu, Shih-Hao Hung","doi":"10.1080/09540091.2024.2349541","DOIUrl":"https://doi.org/10.1080/09540091.2024.2349541","url":null,"abstract":"Quantum circuit simulation is a popular approach to evaluating novel quantum algorithms before a physical quantum computer is available. Unfortunately, the simulation is often done with the full-st...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"24 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140932630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ERAM-EE: Efficient resource allocation and management strategies with energy efficiency under fog–internet of things environments ERAM-EE：雾-物联网环境下具有能源效率的高效资源分配和管理策略
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-05-06 DOI: 10.1080/09540091.2024.2350755
Prakasam Periasamy, R. Ujwala, K. Srikar, Y.V. Durga Sai, K.S. Preetha, D. Sumathi, Md. Shohel Sayeed
{"title":"ERAM-EE: Efficient resource allocation and management strategies with energy efficiency under fog–internet of things environments","authors":"Prakasam Periasamy, R. Ujwala, K. Srikar, Y.V. Durga Sai, K.S. Preetha, D. Sumathi, Md. Shohel Sayeed","doi":"10.1080/09540091.2024.2350755","DOIUrl":"https://doi.org/10.1080/09540091.2024.2350755","url":null,"abstract":"Due to technological advancements, most devices are generating a significant amount of data which needs appropriate technology to handle the data generated by IoT devices. Fog computing addresses t...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"65 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140932669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Economic policies assessment and judgement during the pandemic with semantic and social network joint analysis 利用语义和社会网络联合分析对大流行病期间的经济政策进行评估和判断
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-04-03 DOI: 10.1080/09540091.2023.2298073
Miao Yu, Xing Wan, Tianyou Zhu, Yuyue Wang, Mengdi Xu, Zhenzhen Wu, Xinyu Li
{"title":"Economic policies assessment and judgement during the pandemic with semantic and social network joint analysis","authors":"Miao Yu, Xing Wan, Tianyou Zhu, Yuyue Wang, Mengdi Xu, Zhenzhen Wu, Xinyu Li","doi":"10.1080/09540091.2023.2298073","DOIUrl":"https://doi.org/10.1080/09540091.2023.2298073","url":null,"abstract":"This paper delves into the economic policies of China during the pandemic and investigates the relationships between policy-issuing institutions. Firstly, we conduct keyword extraction and statisti...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"33 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140579186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cross-modal learning with multi-modal model for video action recognition based on adaptive weight training 基于自适应权重训练的视频动作识别多模态模型的跨模态学习
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-27 DOI: 10.1080/09540091.2024.2325474
Qingguo Zhou, Yufeng Hou, Rui Zhou, Yan Li, JinQiang Wang, Zhen Wu, Hung-Wei Li, Tien-Hsiung Weng
{"title":"Cross-modal learning with multi-modal model for video action recognition based on adaptive weight training","authors":"Qingguo Zhou, Yufeng Hou, Rui Zhou, Yan Li, JinQiang Wang, Zhen Wu, Hung-Wei Li, Tien-Hsiung Weng","doi":"10.1080/09540091.2024.2325474","DOIUrl":"https://doi.org/10.1080/09540091.2024.2325474","url":null,"abstract":"The canonical video action recognition methods usually label categories with numbers or one-hot vectors and train neural networks to classify a fixed set of predefined categories, thereby constrain...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"15 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140325262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Early diagnosis of Alzheimer’s disease using dual GAN model with pyramid attention networks 利用带有金字塔注意力网络的双 GAN 模型早期诊断阿尔茨海默病
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-16 DOI: 10.1080/09540091.2024.2321351
Yinjun Zhang, Linzhi Wang
{"title":"Early diagnosis of Alzheimer’s disease using dual GAN model with pyramid attention networks","authors":"Yinjun Zhang, Linzhi Wang","doi":"10.1080/09540091.2024.2321351","DOIUrl":"https://doi.org/10.1080/09540091.2024.2321351","url":null,"abstract":"Alzheimer's disease (AD) is a neurological condition that impairs the patient's cognitive function. The article presents a deep learning architecture using the implicit image from MRI to categories...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"1 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140172454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A reputation-based dynamic reorganization scheme for blockchain network sharding 基于信誉的区块链网络分片动态重组方案
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-12 DOI: 10.1080/09540091.2024.2327438
Shuhui Zhang, Hanwen Tian, Lianhai Wang, Shujiang Xu, Wei Shao
{"title":"A reputation-based dynamic reorganization scheme for blockchain network sharding","authors":"Shuhui Zhang, Hanwen Tian, Lianhai Wang, Shujiang Xu, Wei Shao","doi":"10.1080/09540091.2024.2327438","DOIUrl":"https://doi.org/10.1080/09540091.2024.2327438","url":null,"abstract":"While sharding technology helps solve performance bottlenecks in traditional blockchain networks, it also introduces new challenges. Random node allocation may lead to uneven distribution of malici...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"20 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140129733","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel Knowledge Graph recommendation algorithm based on Graph Convolutional Network 基于图卷积网络的新型知识图谱推荐算法
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-12 DOI: 10.1080/09540091.2024.2327441
Hui Guo, Chengyong Yang, Liqing Zhou, Shiwei Wei
{"title":"A novel Knowledge Graph recommendation algorithm based on Graph Convolutional Network","authors":"Hui Guo, Chengyong Yang, Liqing Zhou, Shiwei Wei","doi":"10.1080/09540091.2024.2327441","DOIUrl":"https://doi.org/10.1080/09540091.2024.2327441","url":null,"abstract":"Knowledge Graphs (KGs) are widely used in many fields of application, and especially play an essential role in recommendation systems. KGs often need to be complete, missing relationships between u...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"16 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140114782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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