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Coupled Spatial-Spectral Constrained Convolutional Fusion Network for Hyperspectral and Panchromatic images 用于高光谱和全色图像的空间-光谱耦合卷积融合网络
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-09-12 DOI: 10.1080/08839514.2024.2335101
Jingwei Chen
{"title":"Coupled Spatial-Spectral Constrained Convolutional Fusion Network for Hyperspectral and Panchromatic images","authors":"Jingwei Chen","doi":"10.1080/08839514.2024.2335101","DOIUrl":"https://doi.org/10.1080/08839514.2024.2335101","url":null,"abstract":"Target monitoring is an important subject in machine vision. Hyperspectral image (HSI) can effectively assist the target detection and recognition effect of traditional optical images because of it...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"4 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142225999","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
Feature-Based Dataset Fingerprinting for Clustered Federated Learning on Medical Image Data 基于特征的数据集指纹识别，用于医学图像数据的聚类联合学习
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-09-09 DOI: 10.1080/08839514.2024.2394756
Daniel Scheliga, Patrick Mäder, Marco Seeland
{"title":"Feature-Based Dataset Fingerprinting for Clustered Federated Learning on Medical Image Data","authors":"Daniel Scheliga, Patrick Mäder, Marco Seeland","doi":"10.1080/08839514.2024.2394756","DOIUrl":"https://doi.org/10.1080/08839514.2024.2394756","url":null,"abstract":"Federated Learning (FL) allows multiple clients to train a common model without sharing their private training data. In practice, federated optimization struggles with sub-optimal model utility bec...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"315 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142226000","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
Machine Learning Ensemble Classifiers for Feature Selection in Rice Cultivars 用于水稻品种特征选择的机器学习集合分类器
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-09-04 DOI: 10.1080/08839514.2024.2394734
Chandrakumar Thangavel, D Sakthipriya
{"title":"Machine Learning Ensemble Classifiers for Feature Selection in Rice Cultivars","authors":"Chandrakumar Thangavel, D Sakthipriya","doi":"10.1080/08839514.2024.2394734","DOIUrl":"https://doi.org/10.1080/08839514.2024.2394734","url":null,"abstract":"Machine Learning (ML) has a big impact on smart farming, especially rice productivity. This is especially true for intelligent farming. Machine Learning is crucial for seed prediction, germination,...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"1 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142201776","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 Red Teaming Framework for Securing AI in Maritime Autonomous Systems 确保海事自主系统中人工智能安全的红色团队框架
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-09-04 DOI: 10.1080/08839514.2024.2395750
Mathew J. Walter, Aaron Barrett, Kimberly Tam
{"title":"A Red Teaming Framework for Securing AI in Maritime Autonomous Systems","authors":"Mathew J. Walter, Aaron Barrett, Kimberly Tam","doi":"10.1080/08839514.2024.2395750","DOIUrl":"https://doi.org/10.1080/08839514.2024.2395750","url":null,"abstract":"Artificial intelligence (AI) is being ubiquitously adopted to automate processes in science and industry. However, due to its often intricate and opaque nature, AI has been shown to possess inheren...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"1 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142201774","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
Fraud Detection Based on Credit Review Texts with Dual Channel Memory Networks 利用双通道记忆网络基于信用审核文本进行欺诈检测
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-08-27 DOI: 10.1080/08839514.2024.2385854
Yansong Wang, Defu Lian, Enhong Chen
{"title":"Fraud Detection Based on Credit Review Texts with Dual Channel Memory Networks","authors":"Yansong Wang, Defu Lian, Enhong Chen","doi":"10.1080/08839514.2024.2385854","DOIUrl":"https://doi.org/10.1080/08839514.2024.2385854","url":null,"abstract":"With the rapid development of the automotive finance market in China, fraudulent behaviors present new characteristics such as intellectualization and high concealment. Graph neural networks and me...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"4 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142201766","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
Quasi-experimental quality evaluation of educational-purposed user-generated contents under a stochastic multi-criteria environment 随机多标准环境下教育目的用户生成内容的准实验质量评估
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-08-25 DOI: 10.1080/08839514.2024.2389501
Roberto Suson, Nadine May Atibing, Samantha Shane Evangelista, Charldy Wenceslao, Fatima Maturan, Rica Villarosa, Lanndon Ocampo
{"title":"Quasi-experimental quality evaluation of educational-purposed user-generated contents under a stochastic multi-criteria environment","authors":"Roberto Suson, Nadine May Atibing, Samantha Shane Evangelista, Charldy Wenceslao, Fatima Maturan, Rica Villarosa, Lanndon Ocampo","doi":"10.1080/08839514.2024.2389501","DOIUrl":"https://doi.org/10.1080/08839514.2024.2389501","url":null,"abstract":"As social platforms experience an influx of diverse content from users, the need to determine high-quality contributions becomes crucial, especially for educational purposes. This paper highlights ...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"88 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142201780","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
Understanding the Dynamics of Ocean Wave-Current Interactions Through Multivariate Multi-Step Time Series Forecasting 通过多变量多步骤时间序列预报了解海浪-海流相互作用的动态变化
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-08-19 DOI: 10.1080/08839514.2024.2393978
Zaharaddeeen Karami Lawal, Hayati Yassin, Daphne Teck Ching Lai, Azam Che Idris
{"title":"Understanding the Dynamics of Ocean Wave-Current Interactions Through Multivariate Multi-Step Time Series Forecasting","authors":"Zaharaddeeen Karami Lawal, Hayati Yassin, Daphne Teck Ching Lai, Azam Che Idris","doi":"10.1080/08839514.2024.2393978","DOIUrl":"https://doi.org/10.1080/08839514.2024.2393978","url":null,"abstract":"Understanding ocean wave-current interactions’ complex dynamics is crucial for coastal engineering, marine operations, and climate research applications. This study introduces a pioneering data-dri...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"18 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142201767","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
Prediction of Gait Neurodegenerative Diseases by Variational Mode Decomposition Using Machine Learning Algorithms 利用机器学习算法通过变异模式分解预测步态神经退行性疾病
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-08-12 DOI: 10.1080/08839514.2024.2389375
P. Visvanathan, P.M. Durai Raj Vincent
{"title":"Prediction of Gait Neurodegenerative Diseases by Variational Mode Decomposition Using Machine Learning Algorithms","authors":"P. Visvanathan, P.M. Durai Raj Vincent","doi":"10.1080/08839514.2024.2389375","DOIUrl":"https://doi.org/10.1080/08839514.2024.2389375","url":null,"abstract":"Degeneration in brain cells is the cause of neurodegenerative illness, which cause motor function impairment. Anomaly in walking is one of this impairment’s adverse effects. Since sensor technologi...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"59 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142201771","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
Deep Neural Network-Based Temperature Mapping Technique for Heat Sink on Electronic Devices Using Local Thermocouple Sensors 基于深度神经网络的电子设备散热器温度映射技术（使用本地热电偶传感器
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-08-12 DOI: 10.1080/08839514.2024.2389374
Jaehee Shin, Hyun Ahn, Gwang-Hyeon Mun, Jeongmin Lee, Pouria Zaghari, Young-Min Park, Jinhyoung Park, Jong Eun Ryu, Dong-Won Jang
{"title":"Deep Neural Network-Based Temperature Mapping Technique for Heat Sink on Electronic Devices Using Local Thermocouple Sensors","authors":"Jaehee Shin, Hyun Ahn, Gwang-Hyeon Mun, Jeongmin Lee, Pouria Zaghari, Young-Min Park, Jinhyoung Park, Jong Eun Ryu, Dong-Won Jang","doi":"10.1080/08839514.2024.2389374","DOIUrl":"https://doi.org/10.1080/08839514.2024.2389374","url":null,"abstract":"Heat generated by electronic devices can lead to thermal deformation, damage, and fatigue failure, underscoring the importance of monitoring heat distribution. This study introduces an artificial n...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"170 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142201768","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
Exploring Entropy Measures with Topological Indices on Subdivided Cage Networks via Linear Regression Analysis 通过线性回归分析探索细分笼状网络上带有拓扑指标的熵指标
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-08-07 DOI: 10.1080/08839514.2024.2387490
Rongbing Huang, Muhammad Farhan Hanif, Muhammad Faisal Hanif, Muhammad Kamran Siddiqui, Mazhar Hussain, Eihab Bashier
{"title":"Exploring Entropy Measures with Topological Indices on Subdivided Cage Networks via Linear Regression Analysis","authors":"Rongbing Huang, Muhammad Farhan Hanif, Muhammad Faisal Hanif, Muhammad Kamran Siddiqui, Mazhar Hussain, Eihab Bashier","doi":"10.1080/08839514.2024.2387490","DOIUrl":"https://doi.org/10.1080/08839514.2024.2387490","url":null,"abstract":"In this study, we investigate entropy measurements for subdivided cage networks based on topological indices. We specifically calculate different entropy, redefining Zagreb entropy, HM(G),M1(G), M2...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"13 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141948405","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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