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International Journal of Computational Intelligence Systems最新文献

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Group-Fusion One-Dimensional Convolutional Neural Network for Ballistic Target High-Resolution Range Profile Recognition with Layer-Wise Auxiliary Classifiers 使用层辅助分类器的用于弹道目标高分辨率测距轮廓识别的群融合一维卷积神经网络
IF 2.9 4区 计算机科学
International Journal of Computational Intelligence Systems Pub Date : 2023-11-30 DOI: 10.1007/s44196-023-00372-w
Qian Xiang, Xiaodan Wang, Jie Lai, Yafei Song, Rui Li, Lei Lei
{"title":"Group-Fusion One-Dimensional Convolutional Neural Network for Ballistic Target High-Resolution Range Profile Recognition with Layer-Wise Auxiliary Classifiers","authors":"Qian Xiang, Xiaodan Wang, Jie Lai, Yafei Song, Rui Li, Lei Lei","doi":"10.1007/s44196-023-00372-w","DOIUrl":"https://doi.org/10.1007/s44196-023-00372-w","url":null,"abstract":"","PeriodicalId":54967,"journal":{"name":"International Journal of Computational Intelligence Systems","volume":"17 1","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139207535","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
Developing a Novel Long Short-Term Memory Networks with Seasonal Wavelet Transform for Long-Term Wind Power Output Forecasting 利用季节小波变换开发用于长期风电输出预测的新型长短期记忆网络
IF 2.9 4区 计算机科学
International Journal of Computational Intelligence Systems Pub Date : 2023-11-30 DOI: 10.1007/s44196-023-00371-x
Kuen-Suan Chen, Tinglong. Lin, Kuo-Ping Lin, Ping-Teng Chang, Yu-Chen Wang
{"title":"Developing a Novel Long Short-Term Memory Networks with Seasonal Wavelet Transform for Long-Term Wind Power Output Forecasting","authors":"Kuen-Suan Chen, Tinglong. Lin, Kuo-Ping Lin, Ping-Teng Chang, Yu-Chen Wang","doi":"10.1007/s44196-023-00371-x","DOIUrl":"https://doi.org/10.1007/s44196-023-00371-x","url":null,"abstract":"","PeriodicalId":54967,"journal":{"name":"International Journal of Computational Intelligence Systems","volume":"35 2","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139201049","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
Meta-analysis of Artificial Intelligence-Assisted Pathology for the Detection of Early Cervical Cancer 人工智能辅助病理学检测早期宫颈癌的元分析
IF 2.9 4区 计算机科学
International Journal of Computational Intelligence Systems Pub Date : 2023-11-27 DOI: 10.1007/s44196-023-00367-7
Di Qin, Chunmei Zhang, Huan Zhou, Xiaohui Yin, Geng Rong, Shixian Zhou, Mingming Wang, Zhigang Pei
{"title":"Meta-analysis of Artificial Intelligence-Assisted Pathology for the Detection of Early Cervical Cancer","authors":"Di Qin, Chunmei Zhang, Huan Zhou, Xiaohui Yin, Geng Rong, Shixian Zhou, Mingming Wang, Zhigang Pei","doi":"10.1007/s44196-023-00367-7","DOIUrl":"https://doi.org/10.1007/s44196-023-00367-7","url":null,"abstract":"","PeriodicalId":54967,"journal":{"name":"International Journal of Computational Intelligence Systems","volume":"7 1","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139233304","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
Predictive Power of XGBoost_BiLSTM Model: A Machine-Learning Approach for Accurate Sleep Apnea Detection Using Electronic Health Data XGBoost_BiLSTM 模型的预测能力：利用电子健康数据准确检测睡眠呼吸暂停的机器学习方法
IF 2.9 4区 计算机科学
International Journal of Computational Intelligence Systems Pub Date : 2023-11-27 DOI: 10.1007/s44196-023-00362-y
Ashir Javeed, Johan Sanmartin Berglund, A. Dallora, Muhammad Asim Saleem, P. Anderberg
{"title":"Predictive Power of XGBoost_BiLSTM Model: A Machine-Learning Approach for Accurate Sleep Apnea Detection Using Electronic Health Data","authors":"Ashir Javeed, Johan Sanmartin Berglund, A. Dallora, Muhammad Asim Saleem, P. Anderberg","doi":"10.1007/s44196-023-00362-y","DOIUrl":"https://doi.org/10.1007/s44196-023-00362-y","url":null,"abstract":"","PeriodicalId":54967,"journal":{"name":"International Journal of Computational Intelligence Systems","volume":"29 1","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139229474","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
Dual Siamese Anchor Points Adaptive Tracker with Transformer for RGBT Tracking 用于 RGBT 跟踪的带变压器的双连体锚点自适应跟踪器
IF 2.9 4区 计算机科学
International Journal of Computational Intelligence Systems Pub Date : 2023-11-22 DOI: 10.1007/s44196-023-00360-0
Liangsong Fan, Pyeoungkee Kim
{"title":"Dual Siamese Anchor Points Adaptive Tracker with Transformer for RGBT Tracking","authors":"Liangsong Fan, Pyeoungkee Kim","doi":"10.1007/s44196-023-00360-0","DOIUrl":"https://doi.org/10.1007/s44196-023-00360-0","url":null,"abstract":"","PeriodicalId":54967,"journal":{"name":"International Journal of Computational Intelligence Systems","volume":"140 4","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139247977","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 Distance Measure and CRADIS Method in Picture Fuzzy Environment 图片模糊环境中的新型距离测量和 CRADIS 方法
IF 2.9 4区 计算机科学
International Journal of Computational Intelligence Systems Pub Date : 2023-11-22 DOI: 10.1007/s44196-023-00354-y
Jiaqi Yuan, Zichun Chen, Miaofeng Wu
{"title":"A Novel Distance Measure and CRADIS Method in Picture Fuzzy Environment","authors":"Jiaqi Yuan, Zichun Chen, Miaofeng Wu","doi":"10.1007/s44196-023-00354-y","DOIUrl":"https://doi.org/10.1007/s44196-023-00354-y","url":null,"abstract":"","PeriodicalId":54967,"journal":{"name":"International Journal of Computational Intelligence Systems","volume":"137 ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139250486","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
APT Attack Detection Based on Graph Convolutional Neural Networks 基于图卷积神经网络的 APT 攻击检测
IF 2.9 4区 计算机科学
International Journal of Computational Intelligence Systems Pub Date : 2023-11-20 DOI: 10.1007/s44196-023-00369-5
Weiwu Ren, Xintong Song, Yu Hong, Ying Lei, Jinyu Yao, Yazhou Du, Wenjuan Li
{"title":"APT Attack Detection Based on Graph Convolutional Neural Networks","authors":"Weiwu Ren, Xintong Song, Yu Hong, Ying Lei, Jinyu Yao, Yazhou Du, Wenjuan Li","doi":"10.1007/s44196-023-00369-5","DOIUrl":"https://doi.org/10.1007/s44196-023-00369-5","url":null,"abstract":"","PeriodicalId":54967,"journal":{"name":"International Journal of Computational Intelligence Systems","volume":"159 7","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139258977","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
Research on the Prediction of Tire Radial Load Based on 1D CNN and BiGRU 基于一维 CNN 和 BiGRU 的轮胎径向载荷预测研究
IF 2.9 4区 计算机科学
International Journal of Computational Intelligence Systems Pub Date : 2023-11-20 DOI: 10.1007/s44196-023-00357-9
Yuanjin Ji, Junwei Zeng, L. Ren
{"title":"Research on the Prediction of Tire Radial Load Based on 1D CNN and BiGRU","authors":"Yuanjin Ji, Junwei Zeng, L. Ren","doi":"10.1007/s44196-023-00357-9","DOIUrl":"https://doi.org/10.1007/s44196-023-00357-9","url":null,"abstract":"","PeriodicalId":54967,"journal":{"name":"International Journal of Computational Intelligence Systems","volume":"44 3","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139257827","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
Lexical Normalization Using Generative Transformer Model (LN-GTM) 基于生成转换模型的词法归一化
4区 计算机科学
International Journal of Computational Intelligence Systems Pub Date : 2023-11-14 DOI: 10.1007/s44196-023-00366-8
Mohamed Ashmawy, Mohamed Waleed Fakhr, Fahima A. Maghraby
{"title":"Lexical Normalization Using Generative Transformer Model (LN-GTM)","authors":"Mohamed Ashmawy, Mohamed Waleed Fakhr, Fahima A. Maghraby","doi":"10.1007/s44196-023-00366-8","DOIUrl":"https://doi.org/10.1007/s44196-023-00366-8","url":null,"abstract":"Abstract Lexical Normalization (LN) aims to normalize a nonstandard text to a standard text. This problem is of extreme importance in natural language processing (NLP) when applying existing trained models to user-generated text on social media. Users of social media tend to use non-standard language. They heavily use abbreviations, phonetic substitutions, and colloquial language. Nevertheless, most existing NLP-based systems are often designed with the standard language in mind. However, they suffer from significant performance drops due to the many out-of-vocabulary words found in social media text. In this paper, we present a new (LN) technique by utilizing a transformer-based sequence-to-sequence (Seq2Seq) to build a multilingual characters-to-words machine translation model. Unlike the majority of current methods, the proposed model is capable of recognizing and generating previously unseen words. Also, it greatly reduces the difficulties involved in tokenizing and preprocessing the nonstandard text input and the standard text output. The proposed model outperforms the winning entry to the Multilingual Lexical Normalization (MultiLexNorm) shared task at W-NUT 2021 on both intrinsic and extrinsic evaluations.","PeriodicalId":54967,"journal":{"name":"International Journal of Computational Intelligence Systems","volume":"43 9","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134953414","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 New Image Segmentation Method Based on the YOLO5 and Fully Connected CRF 基于YOLO5和全连通CRF的图像分割新方法
4区 计算机科学
International Journal of Computational Intelligence Systems Pub Date : 2023-11-14 DOI: 10.1007/s44196-023-00365-9
Jian Huang, Guangpeng Zhang, Li juan Ren, Nina Wang
{"title":"A New Image Segmentation Method Based on the YOLO5 and Fully Connected CRF","authors":"Jian Huang, Guangpeng Zhang, Li juan Ren, Nina Wang","doi":"10.1007/s44196-023-00365-9","DOIUrl":"https://doi.org/10.1007/s44196-023-00365-9","url":null,"abstract":"Abstract When manually polishing blades, skilled workers can quickly machine a blade by observing the characteristics of the polishing sparks. To help workers better recognize spark images, we used an industrial charge-coupled device (CCD) camera to capture the spark images. Firstly, the spark image region detected by yolo5, then segment from the background. Secondly, the target region was further segmented and refined in a fully connected conditional random field (CRF), from which the complete spark image obtained. Experimental results showed that this method could quickly and accurately segment whole spark image. The test results showed that this method was better than other image segmentation algorithms. Our method could better segment irregular image, improve recognition and segmentation efficiency of spark image, achieve automatic image segmentation, and replace human observation.","PeriodicalId":54967,"journal":{"name":"International Journal of Computational Intelligence Systems","volume":"43 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134953419","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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