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Retraction Note: COVID-19 Detection using adopted convolutional neural networks and high-performance computing. 注：COVID-19检测采用卷积神经网络和高性能计算。
IF 3 4区 计算机科学
Multimedia Tools and Applications Pub Date : 2026-01-01 Epub Date: 2026-04-16 DOI: 10.1007/s11042-026-21562-6
Anil Kumar Singh, Ankit Kumar, Vinay Kumar, Shiv Prakash
{"title":"Retraction Note: COVID-19 Detection using adopted convolutional neural networks and high-performance computing.","authors":"Anil Kumar Singh, Ankit Kumar, Vinay Kumar, Shiv Prakash","doi":"10.1007/s11042-026-21562-6","DOIUrl":"https://doi.org/10.1007/s11042-026-21562-6","url":null,"abstract":"<p><p>[This retracts the article DOI: 10.1007/s11042-023-15640-2.].</p>","PeriodicalId":18770,"journal":{"name":"Multimedia Tools and Applications","volume":"85 4","pages":"401"},"PeriodicalIF":3.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13321915/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148376440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Retraction Note: Smart healthcare system using integrated and lightweight ECC with private blockchain for multimedia medical data processing. 注：智能医疗系统使用集成的轻量级ECC和专用区块链进行多媒体医疗数据处理。
IF 3 4区 计算机科学
Multimedia Tools and Applications Pub Date : 2026-01-01 Epub Date: 2026-04-20 DOI: 10.1007/s11042-026-21617-8
Hemant B Mahajan, Aparna A Junnarkar
{"title":"Retraction Note: Smart healthcare system using integrated and lightweight ECC with private blockchain for multimedia medical data processing.","authors":"Hemant B Mahajan, Aparna A Junnarkar","doi":"10.1007/s11042-026-21617-8","DOIUrl":"https://doi.org/10.1007/s11042-026-21617-8","url":null,"abstract":"<p><p>[This retracts the article DOI: 10.1007/s11042-023-15204-4.].</p>","PeriodicalId":18770,"journal":{"name":"Multimedia Tools and Applications","volume":"85 5","pages":"427"},"PeriodicalIF":3.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13321943/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148376347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Retraction Note: Covid-19 classification using sigmoid based hyper-parameter modified DNN for CT scans and chest X-rays. 注：Covid-19分类使用基于乙状结肠的超参数修改DNN进行CT扫描和胸部x射线。
IF 3 4区 计算机科学
Multimedia Tools and Applications Pub Date : 2026-01-01 Epub Date: 2026-04-21 DOI: 10.1007/s11042-026-21639-2
B Anilkumar, K Srividya, A Mary Sowjanya
{"title":"Retraction Note: Covid-19 classification using sigmoid based hyper-parameter modified DNN for CT scans and chest X-rays.","authors":"B Anilkumar, K Srividya, A Mary Sowjanya","doi":"10.1007/s11042-026-21639-2","DOIUrl":"10.1007/s11042-026-21639-2","url":null,"abstract":"<p><p>[This retracts the article DOI: 10.1007/s11042-022-13783-2.].</p>","PeriodicalId":18770,"journal":{"name":"Multimedia Tools and Applications","volume":"85 5","pages":"448"},"PeriodicalIF":3.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13321911/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148376395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Retraction Note: Modeling and prediction of KSE - 100 index closing based on news sentiments: an applications of machine learning model and ARMA (p, q) model. 注：基于新闻情绪的KSE - 100指数收盘建模和预测：机器学习模型和ARMA （p, q）模型的应用。
IF 3 4区 计算机科学
Multimedia Tools and Applications Pub Date : 2026-01-01 Epub Date: 2026-04-20 DOI: 10.1007/s11042-026-21597-9
Asma Zaffar, S M Aalim Hussain
{"title":"Retraction Note: Modeling and prediction of KSE - 100 index closing based on news sentiments: an applications of machine learning model and ARMA (p, q) model.","authors":"Asma Zaffar, S M Aalim Hussain","doi":"10.1007/s11042-026-21597-9","DOIUrl":"10.1007/s11042-026-21597-9","url":null,"abstract":"<p><p>[This retracts the article DOI: 10.1007/s11042-022-13052-2.].</p>","PeriodicalId":18770,"journal":{"name":"Multimedia Tools and Applications","volume":"85 5","pages":"428"},"PeriodicalIF":3.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13321913/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148376414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Human-like scene graph generation and evaluation. 类人场景图的生成与评价。
IF 3 4区 计算机科学
Multimedia Tools and Applications Pub Date : 2026-01-01 Epub Date: 2026-06-04 DOI: 10.1007/s11042-026-21166-0
Victor Milewski, Marie-Francine Moens, Maria Mihaela Trusca
{"title":"Human-like scene graph generation and evaluation.","authors":"Victor Milewski, Marie-Francine Moens, Maria Mihaela Trusca","doi":"10.1007/s11042-026-21166-0","DOIUrl":"10.1007/s11042-026-21166-0","url":null,"abstract":"<p><p>Current methods that generate a scene graph of a given image create an overdense graph regarding the number of objects and relationships found in the image, making the graph less effective in describing what is relevant in the image and, consequently, in downstream tasks such as cross-modal retrieval and mining. In this work, we propose a novel method that generates a scene graph that reflects what humans find important when describing an image. During training, our scene generation method is guided by human-drafted captions describing the images, which we assume will focus on essential scene elements. This guidance is realized by properly designed loss functions. During inference, scene graphs are generated solely from images. We evaluate the resulting scene graphs by comparing them with the ground-truth scene graphs of Visual Genome that are created by humans. Evaluation is done with recall- and precision-oriented metrics and graph edit distances. In the first set of experiments, we benchmark existing scene graph generation models, then we add the newly proposed loss functions leading to improved performance, especially in terms of the graph edit distance. Extra experiments show that the correct recognition of unimportant background objects and their relationships is crucial when generating human-like scene graphs. <i>The codebase is released on github:</i> https://github.com/VSJMilewski/relevance_graphs.</p>","PeriodicalId":18770,"journal":{"name":"Multimedia Tools and Applications","volume":"85 6","pages":"552"},"PeriodicalIF":3.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13233628/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148199309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Retraction Note: An efficient hybrid stock trend prediction system during COVID-19 pandemic based on stacked-LSTM and news sentiment analysis. 基于堆叠lstm和新闻情绪分析的新型冠状病毒大流行期间高效混合股票趋势预测系统。
IF 3 4区 计算机科学
Multimedia Tools and Applications Pub Date : 2026-01-01 Epub Date: 2026-04-25 DOI: 10.1007/s11042-026-21614-x
Marwa Sharaf, Ezz El-Din Hemdan, Ayman El-Sayed, Nirmeen A El-Bahnasawy
{"title":"Retraction Note: An efficient hybrid stock trend prediction system during COVID-19 pandemic based on stacked-LSTM and news sentiment analysis.","authors":"Marwa Sharaf, Ezz El-Din Hemdan, Ayman El-Sayed, Nirmeen A El-Bahnasawy","doi":"10.1007/s11042-026-21614-x","DOIUrl":"https://doi.org/10.1007/s11042-026-21614-x","url":null,"abstract":"<p><p>[This retracts the article DOI: 10.1007/s11042-022-14216-w.].</p>","PeriodicalId":18770,"journal":{"name":"Multimedia Tools and Applications","volume":"85 5","pages":"471"},"PeriodicalIF":3.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13321918/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148376438","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lightweight secure image encryption: a tent map chaos theory approach 轻量级安全图像加密：一种帐篷图混沌理论方法
4区 计算机科学
Multimedia Tools and Applications Pub Date : 2025-04-14 DOI: 10.1007/s11042-025-20840-z
Ammar Odeh, Anas Abu Taleb, Tareq Alhajahjeh, Francisco J. Aparicio‐Navarro, Aladdin Ayesh
{"title":"Lightweight secure image encryption: a tent map chaos theory approach","authors":"Ammar Odeh, Anas Abu Taleb, Tareq Alhajahjeh, Francisco J. Aparicio‐Navarro, Aladdin Ayesh","doi":"10.1007/s11042-025-20840-z","DOIUrl":"https://doi.org/10.1007/s11042-025-20840-z","url":null,"abstract":"","PeriodicalId":18770,"journal":{"name":"Multimedia Tools and Applications","volume":"84 34","pages":"42379-42398"},"PeriodicalIF":0.0,"publicationDate":"2025-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147896199","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: 6
Joint trust-based detection and signature-based authentication technique for secure localization in underwater wireless sensor network 水下无线传感器网络中基于信任检测和基于签名认证的安全定位技术
4区 计算机科学
Multimedia Tools and Applications Pub Date : 2025-02-17 DOI: 10.1007/s11042-025-20683-8
Manni Kumar, Nitin Goyal, Ramy Mohammed Aiesh Qaisi, Mohd Najim, Sachin Kumar Gupta
{"title":"Joint trust-based detection and signature-based authentication technique for secure localization in underwater wireless sensor network","authors":"Manni Kumar, Nitin Goyal, Ramy Mohammed Aiesh Qaisi, Mohd Najim, Sachin Kumar Gupta","doi":"10.1007/s11042-025-20683-8","DOIUrl":"https://doi.org/10.1007/s11042-025-20683-8","url":null,"abstract":"","PeriodicalId":18770,"journal":{"name":"Multimedia Tools and Applications","volume":"84 31","pages":"37845-37864"},"PeriodicalIF":0.0,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147918737","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: 1
Enhancing English accent identification in automatic speech recognition using spectral features and hybrid CNN-BiLSTM model 利用频谱特征和CNN-BiLSTM混合模型增强自动语音识别中的英语口音识别
4区 计算机科学
Multimedia Tools and Applications Pub Date : 2025-02-12 DOI: 10.1007/s11042-025-20678-5
Ghayas Ahmed, Aadil Ahmad Lawaye, Vishal Jain, Jyotir Moy Chatterjee, Shubham Mahajan
{"title":"Enhancing English accent identification in automatic speech recognition using spectral features and hybrid CNN-BiLSTM model","authors":"Ghayas Ahmed, Aadil Ahmad Lawaye, Vishal Jain, Jyotir Moy Chatterjee, Shubham Mahajan","doi":"10.1007/s11042-025-20678-5","DOIUrl":"https://doi.org/10.1007/s11042-025-20678-5","url":null,"abstract":"","PeriodicalId":18770,"journal":{"name":"Multimedia Tools and Applications","volume":"84 30","pages":"37401-37428"},"PeriodicalIF":0.0,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147914486","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: 6
Decision support for augmented reality-based assistance systems deployment in industrial settings. 工业环境中基于增强现实的辅助系统部署的决策支持。
IF 3 4区 计算机科学
Multimedia Tools and Applications Pub Date : 2025-01-01 Epub Date: 2024-08-13 DOI: 10.1007/s11042-024-19861-x
Lukas Bock, Thomas Bohné, Sławomir K Tadeja
{"title":"Decision support for augmented reality-based assistance systems deployment in industrial settings.","authors":"Lukas Bock, Thomas Bohné, Sławomir K Tadeja","doi":"10.1007/s11042-024-19861-x","DOIUrl":"10.1007/s11042-024-19861-x","url":null,"abstract":"<p><p>The successful deployment of augmented reality (AR) in the industry for on-the-job guidance depends heavily on factors such as the availability of required expertise, existing digital content and other deployment-related criteria such as a task's error-proneness or complexity. Particularly in idiosyncratic manufacturing situations involving customised products and diverse complex and non-complex products and its variants, the applicability and attractiveness of AR as a worker assistance system is often unclear and difficult to gauge for decision-makers. To address this gap, we developed a decision support tool to help prepare customised deployment strategies for AR-based assistance systems utilising manual assembly as the main example. Consequently, we report results from an interview study with sixteen domain experts. Furthermore, when analysing captured expert knowledge, we found significant differences in criteria weighting based on task complexity and other factors, such as the effort required to obtain data.</p>","PeriodicalId":18770,"journal":{"name":"Multimedia Tools and Applications","volume":"84 21","pages":"23617-23641"},"PeriodicalIF":3.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12222328/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144575902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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