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Trading Strategy of the Cryptocurrency Market Based on Deep Q-Learning Agents 基于深度 Q 学习代理的加密货币市场交易策略
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-07-21 DOI: 10.1080/08839514.2024.2381165
Chester S. J. Huang, Yu-Sheng Su
{"title":"Trading Strategy of the Cryptocurrency Market Based on Deep Q-Learning Agents","authors":"Chester S. J. Huang, Yu-Sheng Su","doi":"10.1080/08839514.2024.2381165","DOIUrl":"https://doi.org/10.1080/08839514.2024.2381165","url":null,"abstract":"As of December 2021, the cryptocurrency market had a market value of over US$270 billion, and over 5,700 types of cryptocurrencies were circulating among 23,000 online exchanges. Reinforcement lear...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"303 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141773048","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
Design and Deployment of ML in CRM to Identify Leads 在客户关系管理中设计和部署 ML 以识别潜在客户
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-07-09 DOI: 10.1080/08839514.2024.2376978
Alonso Yocupicio-Zazueta, Agustin Brau-Avila, Federico Cirett-Galán, Margarita Valenzuela-Galván
{"title":"Design and Deployment of ML in CRM to Identify Leads","authors":"Alonso Yocupicio-Zazueta, Agustin Brau-Avila, Federico Cirett-Galán, Margarita Valenzuela-Galván","doi":"10.1080/08839514.2024.2376978","DOIUrl":"https://doi.org/10.1080/08839514.2024.2376978","url":null,"abstract":"In today’s era, organizations are increasingly prioritizing process automation to optimize efficiency and drive sales. One area where Machine Learning (ML) techniques can be particularly valuable i...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"79 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141585449","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
Bio-Inspired ACO-based Traffic Aware QoS Routing in Software Defined Internet of Things 软件定义物联网中基于生物启发的 ACO 流量感知 QoS 路由技术
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-07-03 DOI: 10.1080/08839514.2024.2371739
Shreyas J, Anand Jumnal, Udayaprasad P K, Rekha C, S. S. Askar, Mohamed Abouhawwash
{"title":"Bio-Inspired ACO-based Traffic Aware QoS Routing in Software Defined Internet of Things","authors":"Shreyas J, Anand Jumnal, Udayaprasad P K, Rekha C, S. S. Askar, Mohamed Abouhawwash","doi":"10.1080/08839514.2024.2371739","DOIUrl":"https://doi.org/10.1080/08839514.2024.2371739","url":null,"abstract":"The rising number of Internet of Things (IoT) devices, powered by inexpensive sensors and rapid wireless connections, places challenge on existing internet infrastructure and concerns sustainabilit...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"16 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141614355","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
MobileDepth: Monocular Depth Estimation Based on Lightweight Vision Transformer MobileDepth：基于轻量级视觉转换器的单目深度估算
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-07-01 DOI: 10.1080/08839514.2024.2364159
Yundong Li, Xiaokun Wei
{"title":"MobileDepth: Monocular Depth Estimation Based on Lightweight Vision Transformer","authors":"Yundong Li, Xiaokun Wei","doi":"10.1080/08839514.2024.2364159","DOIUrl":"https://doi.org/10.1080/08839514.2024.2364159","url":null,"abstract":"As deep learning takes off, monocular depth estimation based on convolutional neural networks (CNNs) has made impressive progress. CNNs are superior at extracting local characteristics from a singl...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"6 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141740887","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
An Image-Text Sentiment Analysis Method Using Multi-Channel Multi-Modal Joint Learning 利用多通道多模态联合学习的图像-文本情感分析方法
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-06-28 DOI: 10.1080/08839514.2024.2371712
Lianting Gong, Xingzhou He, Jianzhong Yang
{"title":"An Image-Text Sentiment Analysis Method Using Multi-Channel Multi-Modal Joint Learning","authors":"Lianting Gong, Xingzhou He, Jianzhong Yang","doi":"10.1080/08839514.2024.2371712","DOIUrl":"https://doi.org/10.1080/08839514.2024.2371712","url":null,"abstract":"Multimodal sentiment analysis is a technical approach that integrates various modalities to analyze sentiment tendencies or emotional states. Existing challenges encountered by this approach includ...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"125 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141504016","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
An Empirical Job Matching Model based on Expert Human Knowledge: A Mixed-Methods Approach 基于人类专家知识的经验性职位匹配模型：混合方法
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-06-27 DOI: 10.1080/08839514.2024.2364158
María Elena Martínez-Manzanares, Jordan Joel Urias-Paramo, Julio Waissman-Vilanova, Gudelia Figueroa-Preciado
{"title":"An Empirical Job Matching Model based on Expert Human Knowledge: A Mixed-Methods Approach","authors":"María Elena Martínez-Manzanares, Jordan Joel Urias-Paramo, Julio Waissman-Vilanova, Gudelia Figueroa-Preciado","doi":"10.1080/08839514.2024.2364158","DOIUrl":"https://doi.org/10.1080/08839514.2024.2364158","url":null,"abstract":"Our research objective was to develop a model that calculates the affinity between candidates and job descriptions. We focused specifically on the fields of data science and software development. T...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"66 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141568971","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
Air Quality Index Prediction Using DNN-Markov Modeling 利用 DNN-Markov 模型预测空气质量指数
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-06-26 DOI: 10.1080/08839514.2024.2371540
Roba Zayed, Maysam Abbod
{"title":"Air Quality Index Prediction Using DNN-Markov Modeling","authors":"Roba Zayed, Maysam Abbod","doi":"10.1080/08839514.2024.2371540","DOIUrl":"https://doi.org/10.1080/08839514.2024.2371540","url":null,"abstract":"Air quality measurements contribute to diverse socio-economic sectors, including the environment and healthcare. Many methods are commonly applied to present air-quality levels, reflecting differin...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"8 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141504017","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 Different Dynamics of Recurrent Neural Network Methods for Stock Market Prediction - A Comparative Study 探索用于股市预测的递归神经网络方法的不同动态 - 对比研究
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-06-24 DOI: 10.1080/08839514.2024.2371706
Ajit Mohan Pattanayak, Aleena Swetapadma, Biswajit Sahoo
{"title":"Exploring Different Dynamics of Recurrent Neural Network Methods for Stock Market Prediction - A Comparative Study","authors":"Ajit Mohan Pattanayak, Aleena Swetapadma, Biswajit Sahoo","doi":"10.1080/08839514.2024.2371706","DOIUrl":"https://doi.org/10.1080/08839514.2024.2371706","url":null,"abstract":"The intricate and unpredictable nature of stock markets underscores the importance of precise forecasting for timely detection of downturns and subsequent rebounds. Various factors, including news,...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"2 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141504018","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 University Students’ Acceptance of ChatGPT: Insights from the UTAUT2 Model 了解大学生对 ChatGPT 的接受程度：UTAUT2 模型的启示
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-06-21 DOI: 10.1080/08839514.2024.2371168
Simone Grassini, Maren Linnea Aasen, Anja Møgelvang
{"title":"Understanding University Students’ Acceptance of ChatGPT: Insights from the UTAUT2 Model","authors":"Simone Grassini, Maren Linnea Aasen, Anja Møgelvang","doi":"10.1080/08839514.2024.2371168","DOIUrl":"https://doi.org/10.1080/08839514.2024.2371168","url":null,"abstract":"The current study explores the determinants of ChatGPT adoption and utilization among a sample of Norwegian university students. The theoretical perspective of the study is anchored in the Unified ...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"11 2 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141504019","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
Multi-Paragraph Machine Reading Comprehension with Hybrid Reader over Tables and Text 使用表格和文本混合阅读器进行多段落机器阅读理解
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-06-19 DOI: 10.1080/08839514.2024.2367820
Sanghyun Cho, SeongReol Park, Hye-Lynn Kim, Jung-Hun Lee, JoongMin Shin, Hyuk-Chul Kwon
{"title":"Multi-Paragraph Machine Reading Comprehension with Hybrid Reader over Tables and Text","authors":"Sanghyun Cho, SeongReol Park, Hye-Lynn Kim, Jung-Hun Lee, JoongMin Shin, Hyuk-Chul Kwon","doi":"10.1080/08839514.2024.2367820","DOIUrl":"https://doi.org/10.1080/08839514.2024.2367820","url":null,"abstract":"In machine reading comprehension, answers to questions may be found in either text or tables. Previous studies have shown that table-specific pre-trained language models perform well when applied t...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"54 10 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141527164","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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