Pub Date : 2024-07-21DOI: 10.1080/08839514.2024.2381165
Chester S. J. Huang, Yu-Sheng Su
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...
{"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}
Pub Date : 2024-07-09DOI: 10.1080/08839514.2024.2376978
Alonso Yocupicio-Zazueta, Agustin Brau-Avila, Federico Cirett-Galán, Margarita Valenzuela-Galván
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...
{"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}
Pub Date : 2024-07-03DOI: 10.1080/08839514.2024.2371739
Shreyas J, Anand Jumnal, Udayaprasad P K, Rekha C, S. S. Askar, Mohamed Abouhawwash
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...
{"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}
Pub Date : 2024-07-01DOI: 10.1080/08839514.2024.2364159
Yundong Li, Xiaokun Wei
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...
{"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}
Pub Date : 2024-06-28DOI: 10.1080/08839514.2024.2371712
Lianting Gong, Xingzhou He, Jianzhong Yang
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...
{"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}
Pub Date : 2024-06-27DOI: 10.1080/08839514.2024.2364158
María Elena Martínez-Manzanares, Jordan Joel Urias-Paramo, Julio Waissman-Vilanova, Gudelia Figueroa-Preciado
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...
{"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}
Pub Date : 2024-06-26DOI: 10.1080/08839514.2024.2371540
Roba Zayed, Maysam Abbod
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...
{"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}
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,...
{"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}
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 ...
本研究探讨了挪威大学生采用和使用聊天软件的决定因素。本研究的理论视角立足于统一...
{"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}
Pub Date : 2024-06-19DOI: 10.1080/08839514.2024.2367820
Sanghyun Cho, SeongReol Park, Hye-Lynn Kim, Jung-Hun Lee, JoongMin Shin, Hyuk-Chul Kwon
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...
{"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}
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