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Learning the micro-environment from rich trajectories in the context of mobile crowd sensing 在移动人群感知的背景下，从丰富的轨迹中学习微观环境
IF 2 4区 计算机科学
Geoinformatica Pub Date : 2022-09-20 DOI: 10.1007/s10707-022-00471-4
Hafsa El Hafyani, Mohammad Abboud, Jingwei Zuo, K. Zeitouni, Y. Taher, B. Chaix, Limin Wang
{"title":"Learning the micro-environment from rich trajectories in the context of mobile crowd sensing","authors":"Hafsa El Hafyani, Mohammad Abboud, Jingwei Zuo, K. Zeitouni, Y. Taher, B. Chaix, Limin Wang","doi":"10.1007/s10707-022-00471-4","DOIUrl":"https://doi.org/10.1007/s10707-022-00471-4","url":null,"abstract":"","PeriodicalId":55109,"journal":{"name":"Geoinformatica","volume":"1 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2022-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44548161","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: 6
GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning GeoImageNet:用于GeoAI和监督机器学习的多源自然特征基准数据集
IF 2 4区 计算机科学
Geoinformatica Pub Date : 2022-09-03 DOI: 10.1007/s10707-022-00476-z
Wenwen Li, Sizhe Wang, S. Arundel, Chia-Yu Hsu
{"title":"GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning","authors":"Wenwen Li, Sizhe Wang, S. Arundel, Chia-Yu Hsu","doi":"10.1007/s10707-022-00476-z","DOIUrl":"https://doi.org/10.1007/s10707-022-00476-z","url":null,"abstract":"","PeriodicalId":55109,"journal":{"name":"Geoinformatica","volume":"27 1","pages":"619 - 640"},"PeriodicalIF":2.0,"publicationDate":"2022-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42085620","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: 6
Geographical information system for air traffic optimization using genetic algorithm 基于遗传算法的空中交通地理信息系统优化
IF 2 4区 计算机科学
Geoinformatica Pub Date : 2022-08-30 DOI: 10.1007/s10707-022-00477-y
R. Amara, Mostefa Belhadj Aissa, Rebiha Kemcha, Maamar Bougherara, Nadjib Louam
{"title":"Geographical information system for air traffic optimization using genetic algorithm","authors":"R. Amara, Mostefa Belhadj Aissa, Rebiha Kemcha, Maamar Bougherara, Nadjib Louam","doi":"10.1007/s10707-022-00477-y","DOIUrl":"https://doi.org/10.1007/s10707-022-00477-y","url":null,"abstract":"","PeriodicalId":55109,"journal":{"name":"Geoinformatica","volume":"27 1","pages":"593 - 617"},"PeriodicalIF":2.0,"publicationDate":"2022-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43552702","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: 1
Optimizing vessel trajectory compression for maritime situational awareness 优化船舶轨迹压缩海上态势感知
IF 2 4区 计算机科学
Geoinformatica Pub Date : 2022-08-29 DOI: 10.1007/s10707-022-00475-0
Giannis Fikioris, Kostas Patroumpas, A. Artikis, Manolis Pitsikalis, G. Paliouras
{"title":"Optimizing vessel trajectory compression for maritime situational awareness","authors":"Giannis Fikioris, Kostas Patroumpas, A. Artikis, Manolis Pitsikalis, G. Paliouras","doi":"10.1007/s10707-022-00475-0","DOIUrl":"https://doi.org/10.1007/s10707-022-00475-0","url":null,"abstract":"","PeriodicalId":55109,"journal":{"name":"Geoinformatica","volume":"27 1","pages":"565 - 591"},"PeriodicalIF":2.0,"publicationDate":"2022-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42709923","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: 2
Terrain trees: a framework for representing, analyzing and visualizing triangulated terrains 地形树:用于表示、分析和可视化三角地形的框架
IF 2 4区 计算机科学
Geoinformatica Pub Date : 2022-08-27 DOI: 10.1007/s10707-022-00472-3
Riccardo Fellegara, F. Iuricich, Yunting Song, L. Floriani
{"title":"Terrain trees: a framework for representing, analyzing and visualizing triangulated terrains","authors":"Riccardo Fellegara, F. Iuricich, Yunting Song, L. Floriani","doi":"10.1007/s10707-022-00472-3","DOIUrl":"https://doi.org/10.1007/s10707-022-00472-3","url":null,"abstract":"","PeriodicalId":55109,"journal":{"name":"Geoinformatica","volume":"27 1","pages":"525 - 564"},"PeriodicalIF":2.0,"publicationDate":"2022-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48568374","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: 1
Real-time road safety optimization through network-level data management 通过网络级数据管理实现实时道路安全优化
IF 2 4区 计算机科学
Geoinformatica Pub Date : 2022-08-22 DOI: 10.1007/s10707-022-00473-2
Lakmal Muthugama, Hairuo Xie, E. Tanin, S. Karunasekera
{"title":"Real-time road safety optimization through network-level data management","authors":"Lakmal Muthugama, Hairuo Xie, E. Tanin, S. Karunasekera","doi":"10.1007/s10707-022-00473-2","DOIUrl":"https://doi.org/10.1007/s10707-022-00473-2","url":null,"abstract":"","PeriodicalId":55109,"journal":{"name":"Geoinformatica","volume":"27 1","pages":"491 - 523"},"PeriodicalIF":2.0,"publicationDate":"2022-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48028601","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: 1
joinTree: A novel join-oriented multivariate operator for spatio-temporal data management in Flink joinTree：一种用于Flink时空数据管理的新的面向联接的多元算子
IF 2 4区 计算机科学
Geoinformatica Pub Date : 2022-08-04 DOI: 10.1007/s10707-022-00470-5
Hangxu Ji, Gang Wu, Yuhai Zhao, Shiye Wang, Guoren Wang, George Y. Yuan
{"title":"joinTree: A novel join-oriented multivariate operator for spatio-temporal data management in Flink","authors":"Hangxu Ji, Gang Wu, Yuhai Zhao, Shiye Wang, Guoren Wang, George Y. Yuan","doi":"10.1007/s10707-022-00470-5","DOIUrl":"https://doi.org/10.1007/s10707-022-00470-5","url":null,"abstract":"","PeriodicalId":55109,"journal":{"name":"Geoinformatica","volume":"27 1","pages":"107-132"},"PeriodicalIF":2.0,"publicationDate":"2022-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47547391","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
Creating contiguous service areas around points of dispensing for resource distribution during bio-emergencies 在生物紧急情况下，在分配点周围创建连续的服务区，用于资源分配
IF 2 4区 计算机科学
Geoinformatica Pub Date : 2022-07-01 DOI: 10.1007/s10707-022-00462-5
Harsha Gwalani, C. Tiwari, Marty O’Neill II, Armin R. Mikler
{"title":"Creating contiguous service areas around points of dispensing for resource distribution during bio-emergencies","authors":"Harsha Gwalani, C. Tiwari, Marty O’Neill II, Armin R. Mikler","doi":"10.1007/s10707-022-00462-5","DOIUrl":"https://doi.org/10.1007/s10707-022-00462-5","url":null,"abstract":"","PeriodicalId":55109,"journal":{"name":"Geoinformatica","volume":"27 1","pages":"461 - 490"},"PeriodicalIF":2.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45751553","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
ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects 基于地理语义和邻域效应的通勤流预测混合学习模型
IF 2 4区 计算机科学
Geoinformatica Pub Date : 2022-05-27 DOI: 10.1007/s10707-022-00467-0
Ganmin Yin, Zhou Huang, Yi Bao, Han Wang, Linna Li, Xiaolei Ma, Yi Zhang
{"title":"ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects","authors":"Ganmin Yin, Zhou Huang, Yi Bao, Han Wang, Linna Li, Xiaolei Ma, Yi Zhang","doi":"10.1007/s10707-022-00467-0","DOIUrl":"https://doi.org/10.1007/s10707-022-00467-0","url":null,"abstract":"","PeriodicalId":55109,"journal":{"name":"Geoinformatica","volume":"27 1","pages":"137 - 157"},"PeriodicalIF":2.0,"publicationDate":"2022-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48369397","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: 17
Online fleet monitoring with scalable event recognition and forecasting 在线车队监控与可扩展的事件识别和预测
IF 2 4区 计算机科学
Geoinformatica Pub Date : 2022-05-11 DOI: 10.1007/s10707-022-00465-2
E. Ntoulias, E. Alevizos, A. Artikis, C. Akasiadis, A. Koumparos
{"title":"Online fleet monitoring with scalable event recognition and forecasting","authors":"E. Ntoulias, E. Alevizos, A. Artikis, C. Akasiadis, A. Koumparos","doi":"10.1007/s10707-022-00465-2","DOIUrl":"https://doi.org/10.1007/s10707-022-00465-2","url":null,"abstract":"","PeriodicalId":55109,"journal":{"name":"Geoinformatica","volume":"26 1","pages":"613 - 644"},"PeriodicalIF":2.0,"publicationDate":"2022-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44757053","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: 3
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