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Sentiment Analysis of Short Texts Using SVMs and VSMs-Based Multiclass Semantic Classification 使用 SVM 和基于 VSM 的多类语义分类对短文进行情感分析
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-03-14 DOI: 10.1080/08839514.2024.2321555
K. Suresh Kumar, A.S. Radha Mani, T. Ananth Kumar, Ahmad Jalili, Mehdi Gheisari, Yasir Malik, Hsing-Chung Chen, Ata Jahangir Moshayedi
{"title":"Sentiment Analysis of Short Texts Using SVMs and VSMs-Based Multiclass Semantic Classification","authors":"K. Suresh Kumar, A.S. Radha Mani, T. Ananth Kumar, Ahmad Jalili, Mehdi Gheisari, Yasir Malik, Hsing-Chung Chen, Ata Jahangir Moshayedi","doi":"10.1080/08839514.2024.2321555","DOIUrl":"https://doi.org/10.1080/08839514.2024.2321555","url":null,"abstract":"In our approach, a hybrid machine learning model is proposed which uses Enhanced Vector Space Model (EVSM) along with Hybrid Support Vector Machine (HSVM) classifier. Initially the social media-bas...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"23 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140155168","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
Binding Mechanism of Aviation Wire Harness Based on Improved Particle Swarm Optimization 基于改进型粒子群优化的航空线束绑定机制
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-03-12 DOI: 10.1080/08839514.2024.2327009
Zhang Maoyun, Xi Huizhuang, Tang Chen, Jiang Yuheng, Zhang Ziyan, Tian Chunlin
{"title":"Binding Mechanism of Aviation Wire Harness Based on Improved Particle Swarm Optimization","authors":"Zhang Maoyun, Xi Huizhuang, Tang Chen, Jiang Yuheng, Zhang Ziyan, Tian Chunlin","doi":"10.1080/08839514.2024.2327009","DOIUrl":"https://doi.org/10.1080/08839514.2024.2327009","url":null,"abstract":"To solve the problems of low efficiency and easy error of manual bundling, a binding mechanism of aviation wire harness was designed. During the test, we found that the parameter tuning problem of ...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"43 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140105431","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
Autonomous Behavior Selection For Self-driving Cars Using Probabilistic Logic Factored Markov Decision Processes 使用概率逻辑因子马尔可夫决策过程选择自动驾驶汽车的自主行为
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-03-11 DOI: 10.1080/08839514.2024.2304942
Héctor Avilés, Marco Negrete, Alberto Reyes, Rubén Machucho, Karelly Rivera, Gloria de-la-Garza, Alberto Petrilli
{"title":"Autonomous Behavior Selection For Self-driving Cars Using Probabilistic Logic Factored Markov Decision Processes","authors":"Héctor Avilés, Marco Negrete, Alberto Reyes, Rubén Machucho, Karelly Rivera, Gloria de-la-Garza, Alberto Petrilli","doi":"10.1080/08839514.2024.2304942","DOIUrl":"https://doi.org/10.1080/08839514.2024.2304942","url":null,"abstract":"We propose probabilistic logic factored Markov decision processes (PL-fMDPs) as a behavior selection scheme for self-driving cars. Probabilistic logic combines logic programming with probability th...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"29 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140115417","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
Intelligent Extraction of Multi-style and Multi-template Title Block Information Based on Fuzzy Matching 基于模糊匹配的多风格多模板标题块信息的智能提取
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-03-11 DOI: 10.1080/08839514.2024.2327005
Gui Li, Qinluan Peng, Ming Luo
{"title":"Intelligent Extraction of Multi-style and Multi-template Title Block Information Based on Fuzzy Matching","authors":"Gui Li, Qinluan Peng, Ming Luo","doi":"10.1080/08839514.2024.2327005","DOIUrl":"https://doi.org/10.1080/08839514.2024.2327005","url":null,"abstract":"Title blocks are crucial primary data on drawings necessary for the operation of modern manufacturing enterprises. However, their uniform export poses a challenge due to the heterogeneity across mu...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"6 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140105550","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
Designing a Block Chain Based Network for the Secure Exchange of Medical Data in Healthcare Systems 为医疗保健系统中的医疗数据安全交换设计基于区块链的网络
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-03-11 DOI: 10.1080/08839514.2024.2318164
Katru Rama Rao, Satuluri Naganjaneyulu
{"title":"Designing a Block Chain Based Network for the Secure Exchange of Medical Data in Healthcare Systems","authors":"Katru Rama Rao, Satuluri Naganjaneyulu","doi":"10.1080/08839514.2024.2318164","DOIUrl":"https://doi.org/10.1080/08839514.2024.2318164","url":null,"abstract":"An identity-based cryptosystem called signcryption is investigated in this study in order to efficiently and securely exchange healthcare information inside a data-sharing network, utilizing the id...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"24 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140155259","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
Behavior Analysis of the New PSO-CGSA Algorithm in Solving the Combined Economic Emission Dispatch Using Non-parametric Tests 利用非参数检验分析新 PSO-CGSA 算法在解决联合经济排放调度中的行为
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-03-06 DOI: 10.1080/08839514.2024.2322335
Milena Gajić, Sanela Arsić, Jordan Radosavljević, Miroljub Jevtić, Bojan Perović, Dardan Klimenta, Miloš Milovanović
{"title":"Behavior Analysis of the New PSO-CGSA Algorithm in Solving the Combined Economic Emission Dispatch Using Non-parametric Tests","authors":"Milena Gajić, Sanela Arsić, Jordan Radosavljević, Miroljub Jevtić, Bojan Perović, Dardan Klimenta, Miloš Milovanović","doi":"10.1080/08839514.2024.2322335","DOIUrl":"https://doi.org/10.1080/08839514.2024.2322335","url":null,"abstract":"This paper proposes a new metahaeuristic algorithm named particle swarm optimization and chaotic gravitational search algorithm (PSO-CGSA) for solving the combined economic and emission dispatch (C...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"21 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140045420","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
Control Charts for Exponentially Distributed Characteristics: SD, ED, ESD with Taguchi’s Loss Function 指数分布特性的控制图：使用田口损失函数的 SD、ED、ESD 控制图
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-03-06 DOI: 10.1080/08839514.2024.2322362
Masoud Tavakoli, Ali Akbar Heydari, Sahera Hussein Zain AL–Thalabi
{"title":"Control Charts for Exponentially Distributed Characteristics: SD, ED, ESD with Taguchi’s Loss Function","authors":"Masoud Tavakoli, Ali Akbar Heydari, Sahera Hussein Zain AL–Thalabi","doi":"10.1080/08839514.2024.2322362","DOIUrl":"https://doi.org/10.1080/08839514.2024.2322362","url":null,"abstract":"This paper addresses the challenge of quality characteristics that follow an exponential distribution, which can significantly impact decision-making in various fields. Existing approaches rely on ...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"14 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140045853","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
Privacy-Preserving Process Mining: A Blockchain-Based Privacy-Aware Reversible Shared Image Approach 隐私保护进程挖掘：基于区块链的隐私意识可逆共享图像方法
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-03-05 DOI: 10.1080/08839514.2024.2321556
Xianwen Fang, Mengyao Li
{"title":"Privacy-Preserving Process Mining: A Blockchain-Based Privacy-Aware Reversible Shared Image Approach","authors":"Xianwen Fang, Mengyao Li","doi":"10.1080/08839514.2024.2321556","DOIUrl":"https://doi.org/10.1080/08839514.2024.2321556","url":null,"abstract":"Deeper integration of cross-organizational business process sharing and process mining has advanced the Industrial Internet. Privacy breaches and data security risks limit its use. Scrambling or an...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"29 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140045425","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
Spatial-temporal Offshore Current Field Forecasting Using Residual-learning Based Purely CNN Methodology with Attention Mechanism 利用基于残差学习的纯 CNN 方法和注意机制进行时空近海流场预测
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-03-04 DOI: 10.1080/08839514.2024.2323827
Zeguo Zhang, Jianchuan Yin
{"title":"Spatial-temporal Offshore Current Field Forecasting Using Residual-learning Based Purely CNN Methodology with Attention Mechanism","authors":"Zeguo Zhang, Jianchuan Yin","doi":"10.1080/08839514.2024.2323827","DOIUrl":"https://doi.org/10.1080/08839514.2024.2323827","url":null,"abstract":"Spatial-temporal current forecasting is indispensable for ocean engineering and marine science exploration, for instance aiding in the conservation and protection of marine ecosystems, planning shi...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"12 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140033744","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
STSG: A Short Text Semantic Graph Model for Similarity Computing Based on Dependency Parsing and Pre-trained Language Models STSG：基于依赖关系解析和预训练语言模型的相似性计算短文语义图模型
IF 2.8 4区 计算机科学
Applied Artificial Intelligence Pub Date : 2024-03-04 DOI: 10.1080/08839514.2024.2321552
Hai Liao, Yan Liang, Song Chen, Lingyun Xiang, Zhimin Chang, Yun Xiao
{"title":"STSG: A Short Text Semantic Graph Model for Similarity Computing Based on Dependency Parsing and Pre-trained Language Models","authors":"Hai Liao, Yan Liang, Song Chen, Lingyun Xiang, Zhimin Chang, Yun Xiao","doi":"10.1080/08839514.2024.2321552","DOIUrl":"https://doi.org/10.1080/08839514.2024.2321552","url":null,"abstract":"Short text semantic similarity is a crucial research area in nature language processing, which is used to predict the similarity between two sentences. Due to the sparsity features of short texts, ...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":"62 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140033568","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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