Int. J. Semantic Comput.最新文献

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Guest Editorial - Special Issue on IEEE AIKE 2022 嘉宾评论- IEEE AIKE 2022特刊
Int. J. Semantic Comput. Pub Date : 2023-05-29 DOI: 10.1142/s1793351x23020014
Ajay Bansal
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引用次数: 0
Knowledge Graph-Based Explainable Artificial Intelligence for Business Process Analysis 基于知识图的可解释的业务流程分析人工智能
Int. J. Semantic Comput. Pub Date : 2023-02-17 DOI: 10.1142/s1793351x23600024
Anne Füßl, V. Nissen, Stefan Horst Heringklee
{"title":"Knowledge Graph-Based Explainable Artificial Intelligence for Business Process Analysis","authors":"Anne Füßl, V. Nissen, Stefan Horst Heringklee","doi":"10.1142/s1793351x23600024","DOIUrl":"https://doi.org/10.1142/s1793351x23600024","url":null,"abstract":"","PeriodicalId":217956,"journal":{"name":"Int. J. Semantic Comput.","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125978564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Confidence-Based Cheat Detection Through Constrained Order Inference of Temporal Sequences 基于置信度的时间序列约束顺序推理欺骗检测
Int. J. Semantic Comput. Pub Date : 2023-02-17 DOI: 10.1142/s1793351x23600036
Jon Rogers, R. S. Aygün, L. Etzkorn
{"title":"Confidence-Based Cheat Detection Through Constrained Order Inference of Temporal Sequences","authors":"Jon Rogers, R. S. Aygün, L. Etzkorn","doi":"10.1142/s1793351x23600036","DOIUrl":"https://doi.org/10.1142/s1793351x23600036","url":null,"abstract":"","PeriodicalId":217956,"journal":{"name":"Int. J. Semantic Comput.","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132244256","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Efficient Distributed Energy Resource Voltage Control Using Ensemble Deep Reinforcement Learning 基于集成深度强化学习的高效分布式能源电压控制
Int. J. Semantic Comput. Pub Date : 2023-02-17 DOI: 10.1142/s1793351x23610020
James Obert, R. Trevizan, A. Chavez
{"title":"Efficient Distributed Energy Resource Voltage Control Using Ensemble Deep Reinforcement Learning","authors":"James Obert, R. Trevizan, A. Chavez","doi":"10.1142/s1793351x23610020","DOIUrl":"https://doi.org/10.1142/s1793351x23610020","url":null,"abstract":"","PeriodicalId":217956,"journal":{"name":"Int. J. Semantic Comput.","volume":"155 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133455770","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
TemporalDedup: Domain-Independent Deduplication of Redundant and Errant Temporal Data TemporalDedup:对冗余和错误的时态数据进行域独立的重复数据删除
Int. J. Semantic Comput. Pub Date : 2023-02-17 DOI: 10.1142/s1793351x23500010
Jon Rogers, R. S. Aygün, L. Etzkorn
{"title":"TemporalDedup: Domain-Independent Deduplication of Redundant and Errant Temporal Data","authors":"Jon Rogers, R. S. Aygün, L. Etzkorn","doi":"10.1142/s1793351x23500010","DOIUrl":"https://doi.org/10.1142/s1793351x23500010","url":null,"abstract":"Deduplication is a key component of the data preparation process, a bottleneck in the machine learning (ML) and data mining pipeline that is very time-consuming and often relies on domain expertise and manual involvement. Further, temporal data is increasingly prevalent and is not well suited to traditional similarity and distance-based deduplication techniques. We establish a fully automated, domain-independent deduplication model for temporal data domains, known as TemporalDedup, that infers the key attribute(s), applies a base set of deduplication techniques focused on value matches for key, non-key, and elapsed time, and further detects duplicates through inference of temporal ordering requirements using Longest Common Subsequence (LCS) for records of a shared type. Using LCS, we split each record's temporal sequence into constrained and unconstrained sequences. We flag suspicious (errant) records that are non-adherent to the inferred constrained order and we flag a record as a duplicate if its unconstrained order, of sufficient length, matches that of another record. TemporalDedup was compared against a similarity-based Adaptive Sorted Neighborhood Method (ASNM) in evaluating duplicates for two disparate datasets: (1) 22,794 records from Sony's PlayStation Network (PSN) trophy data, where duplication may be indicative of cheating, and (2) emergency declarations and government responses related to COVID-19 for all U.S. states and territories. TemporalDedup (F1-scores of 0.971 and 0.954) exhibited combined sensitivities above 0.9 for all duplicate classes whereas ASNM (0.705 and 0.732) exhibited combined sensitivities below 0.2 for all time and order duplicate classes. © 2023 World Scientific Publishing Company.","PeriodicalId":217956,"journal":{"name":"Int. J. Semantic Comput.","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121535074","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Knowledge Graph-Based Integration of Autonomous Driving Datasets 基于知识图的自动驾驶数据集集成
Int. J. Semantic Comput. Pub Date : 2023-02-17 DOI: 10.1142/s1793351x23600048
Lavdim Halilaj, J. Luettin, Sebastian Monka, C. Henson, Stefan Schmid
{"title":"Knowledge Graph-Based Integration of Autonomous Driving Datasets","authors":"Lavdim Halilaj, J. Luettin, Sebastian Monka, C. Henson, Stefan Schmid","doi":"10.1142/s1793351x23600048","DOIUrl":"https://doi.org/10.1142/s1793351x23600048","url":null,"abstract":"","PeriodicalId":217956,"journal":{"name":"Int. J. Semantic Comput.","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126819022","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Guest Editorial - Special Issue on IEEE AIVR 2021 嘉宾评论- IEEE AIVR 2021特刊
Int. J. Semantic Comput. Pub Date : 2022-12-19 DOI: 10.1142/s1793351x2202007x
M. Hu, Wolfgang Hürst, P. Sheu
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引用次数: 0
Guest Editorial - Special Issue on Intelligent Big Sensor Data Management & Control in IoT Applications 特刊:物联网应用中的智能大传感器数据管理与控制
Int. J. Semantic Comput. Pub Date : 2022-11-11 DOI: 10.1142/s1793351x22020068
Poonam Yadav, S. B. S. Kumar, B. R. Rajakumar
{"title":"Guest Editorial - Special Issue on Intelligent Big Sensor Data Management & Control in IoT Applications","authors":"Poonam Yadav, S. B. S. Kumar, B. R. Rajakumar","doi":"10.1142/s1793351x22020068","DOIUrl":"https://doi.org/10.1142/s1793351x22020068","url":null,"abstract":"","PeriodicalId":217956,"journal":{"name":"Int. J. Semantic Comput.","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132381595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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 Prediction of Locomotion Intention from Walking and Gaze Data 基于行走和凝视数据的机器学习运动意图预测
Int. J. Semantic Comput. Pub Date : 2022-10-28 DOI: 10.1142/s1793351x22490010
G. Bremer, Niklas Stein, M. Lappe
{"title":"Machine Learning Prediction of Locomotion Intention from Walking and Gaze Data","authors":"G. Bremer, Niklas Stein, M. Lappe","doi":"10.1142/s1793351x22490010","DOIUrl":"https://doi.org/10.1142/s1793351x22490010","url":null,"abstract":")","PeriodicalId":217956,"journal":{"name":"Int. J. Semantic Comput.","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114503918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Efficient Redirection of Positional Interactions in Mixed/ Augmented Reality 混合/增强现实中位置交互的有效重定向
Int. J. Semantic Comput. Pub Date : 2022-10-28 DOI: 10.1142/s1793351x22490022
A. Ullal, Alexandra Watkins, N. Sarkar
{"title":"An Efficient Redirection of Positional Interactions in Mixed/ Augmented Reality","authors":"A. Ullal, Alexandra Watkins, N. Sarkar","doi":"10.1142/s1793351x22490022","DOIUrl":"https://doi.org/10.1142/s1793351x22490022","url":null,"abstract":"","PeriodicalId":217956,"journal":{"name":"Int. J. Semantic Comput.","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117067254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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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