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Multi-channel Convolutional Neural Networks for Handling Multi-dimensional Semantic Trajectories and Predicting Future Semantic Locations 处理多维语义轨迹和预测未来语义位置的多通道卷积神经网络
MASTER@PKDD/ECML Pub Date : 2019-09-16 DOI: 10.1007/978-3-030-38081-6_9
Antonios Karatzoglou
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引用次数: 3
Online Long-Term Trajectory Prediction Based on Mined Route Patterns 基于挖掘路径模式的在线长期轨迹预测
MASTER@PKDD/ECML Pub Date : 2019-09-16 DOI: 10.1007/978-3-030-38081-6_4
Petros Petrou, Panagiotis Tampakis, Harris V. Georgiou, N. Pelekis, Y. Theodoridis
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引用次数: 11
EvolvingClusters: Online Discovery of Group Patterns in Enriched Maritime Data EvolvingClusters:丰富海事数据中群体模式的在线发现
MASTER@PKDD/ECML Pub Date : 2019-09-16 DOI: 10.1007/978-3-030-38081-6_5
G. Theodoropoulos, A. Tritsarolis, Y. Theodoridis
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引用次数: 5
Nowcasting Unemployment Rates with Smartphone GPS Data 用智能手机GPS数据预测失业率
MASTER@PKDD/ECML Pub Date : 2019-09-16 DOI: 10.1007/978-3-030-38081-6_3
Daisuke Moriwaki
{"title":"Nowcasting Unemployment Rates with Smartphone GPS Data","authors":"Daisuke Moriwaki","doi":"10.1007/978-3-030-38081-6_3","DOIUrl":"https://doi.org/10.1007/978-3-030-38081-6_3","url":null,"abstract":"","PeriodicalId":386123,"journal":{"name":"MASTER@PKDD/ECML","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121261249","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: 6
Prospective Data Model and Distributed Query Processing for Mobile Sensing Data Streams 移动传感数据流的前瞻性数据模型和分布式查询处理
MASTER@PKDD/ECML Pub Date : 2019-09-16 DOI: 10.1007/978-3-030-38081-6_6
Mariem Brahem, K. Zeitouni, Laurent Yeh, Hafsa El Hafyani
{"title":"Prospective Data Model and Distributed Query Processing for Mobile Sensing Data Streams","authors":"Mariem Brahem, K. Zeitouni, Laurent Yeh, Hafsa El Hafyani","doi":"10.1007/978-3-030-38081-6_6","DOIUrl":"https://doi.org/10.1007/978-3-030-38081-6_6","url":null,"abstract":"","PeriodicalId":386123,"journal":{"name":"MASTER@PKDD/ECML","volume":"219 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121951613","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: 2
Learning from Our Movements - The Mobility Data Analytics Era 从我们的运动中学习——移动数据分析时代
MASTER@PKDD/ECML Pub Date : 2019-09-16 DOI: 10.1007/978-3-030-38081-6_1
Y. Theodoridis
{"title":"Learning from Our Movements - The Mobility Data Analytics Era","authors":"Y. Theodoridis","doi":"10.1007/978-3-030-38081-6_1","DOIUrl":"https://doi.org/10.1007/978-3-030-38081-6_1","url":null,"abstract":"","PeriodicalId":386123,"journal":{"name":"MASTER@PKDD/ECML","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125998223","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
A Neighborhood-Augmented LSTM Model for Taxi-Passenger Demand Prediction 出租车乘客需求预测的邻域增强LSTM模型
MASTER@PKDD/ECML Pub Date : 2019-09-16 DOI: 10.1007/978-3-030-38081-6_8
Tai Le Quy, W. Nejdl, M. Spiliopoulou, Eirini Ntoutsi
{"title":"A Neighborhood-Augmented LSTM Model for Taxi-Passenger Demand Prediction","authors":"Tai Le Quy, W. Nejdl, M. Spiliopoulou, Eirini Ntoutsi","doi":"10.1007/978-3-030-38081-6_8","DOIUrl":"https://doi.org/10.1007/978-3-030-38081-6_8","url":null,"abstract":"","PeriodicalId":386123,"journal":{"name":"MASTER@PKDD/ECML","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125878318","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: 7
Uncovering Hidden Concepts from AIS Data: A Network Abstraction of Maritime Traffic for Anomaly Detection 从AIS数据中揭示隐藏的概念:用于异常检测的海上交通网络抽象
MASTER@PKDD/ECML Pub Date : 2019-09-16 DOI: 10.1007/978-3-030-38081-6_2
Ioannis Kontopoulos, Iraklis Varlamis, K. Tserpes
{"title":"Uncovering Hidden Concepts from AIS Data: A Network Abstraction of Maritime Traffic for Anomaly Detection","authors":"Ioannis Kontopoulos, Iraklis Varlamis, K. Tserpes","doi":"10.1007/978-3-030-38081-6_2","DOIUrl":"https://doi.org/10.1007/978-3-030-38081-6_2","url":null,"abstract":"","PeriodicalId":386123,"journal":{"name":"MASTER@PKDD/ECML","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114399816","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: 11
Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning 使用语义轨迹和机器学习预测捕鱼努力量和渔获量
MASTER@PKDD/ECML Pub Date : 2019-09-16 DOI: 10.1007/978-3-030-38081-6_7
Pedram Adibi, F. Pranovi, Alessandra Raffaetà, Elisabetta Russo, C. Silvestri, Marta Simeoni, Amílcar Soares Júnior, S. Matwin
{"title":"Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning","authors":"Pedram Adibi, F. Pranovi, Alessandra Raffaetà, Elisabetta Russo, C. Silvestri, Marta Simeoni, Amílcar Soares Júnior, S. Matwin","doi":"10.1007/978-3-030-38081-6_7","DOIUrl":"https://doi.org/10.1007/978-3-030-38081-6_7","url":null,"abstract":"","PeriodicalId":386123,"journal":{"name":"MASTER@PKDD/ECML","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124274976","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: 18
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