Table of Contents

• Geometric Top-k Processing: Updates Since MDM'16 [Advanced Seminar]Kyriakos Mouratidis. 1-3 [doi]
• Mobile Data Collection and Analysis with Local Differential PrivacyNinghui Li, Qingqing Ye. 4-7 [doi]
• Lighthouse: Enabling Landmark-Based Accurate and Robust Next Generation Indoor LBSs on a Worldwide ScaleMoustafa Youssef, Patrick Robertson, Heba Abdelnasir, Maria Garcia Puyol, Etienne Le Grand, Luigi Bruno. 8-17 [doi]
• Automated Product Localization Through Mobile Data AnalysisMagnus Karsten Oplenskedal, Amirhosein Taherkordi, Peter Herrmann. 18-26 [doi]
• MR-Cubes: On-the-Fly Computation of Location Popularity from Check-in Data StreamsGeorge Constantinou, Chrysovalantis Anastasiou, Dimitris Stripelis, Cyrus Shahabi. 27-36 [doi]
• Scalable and Accurate Estimation of Room-Level People Counts from Multi-Modal Fusion of Perimeter Sensors and WiFi TrajectoriesFisayo Caleb Sangogboye, Mikkel Baun Kjærgaard. 37-42 [doi]
• A Martingale-Based Approach for Flight Behavior Anomaly DetectionShen-Shyang Ho, Matthew Schofield, Bo Sun, Jason Snouffer, Jean Kirschner. 43-52 [doi]
• An Effective Approach on Mining Co-Location Patterns from Spatial Databases with Rare FeaturesPeizhong Yang, Lizhen Wang, Xiaoxuan Wang, Dianwu Fang. 53-62 [doi]
• Clustering Noisy Trajectories via Robust Deep Attention Auto-EncodersRui Zhang, Peng Xie, Hongbo Jiang, Zhu Xiao, Chen Wang 0011, Ling Liu. 63-71 [doi]
• MISCELA: Discovering Correlated Attribute Patterns in Time Series Sensor DataKei Harada, Yuya Sasaki 0001, Makoto Onizuka. 72-80 [doi]
• KOLQ in a Road NetworkZitong Chen, Yubao Liu, Ada Wai-Chee Fu, Raymond Chi-Wing Wong, Genan Dai. 81-90 [doi]
• Toward System-Optimal Route GuidanceRobert J. Fitzgerald, Farnoush Banaei Kashani. 91-99 [doi]
• Efficient Batch Processing of Shortest Path Queries in Road NetworksMengxuan Zhang, Lei Li 0003, Wen-hua, Xiaofang Zhou. 100-105 [doi]
• Group Nearest Compact POI Set Queries in Road NetworksSen Zhao, Li Xiong 0001. 106-111 [doi]
• Safe Driving at Traffic Lights: An Image Recognition Based ApproachCuizhu Bao, Chen Chen 0017, HaiLin Kui, Xiaoyang Wang 0002. 112-117 [doi]
• Toward Efficient Processing of Spatio-Temporal Workloads in a Distributed In-Memory SystemPuya Memarzia, Maria Patrou, Md Mahbub Alam, Suprio Ray, Virendra C. Bhavsar, Kenneth B. Kent. 118-127 [doi]
• A Semantic Sequential Correlation Based LSTM Model for Next POI RecommendationGuanhua Zhan, Jian Xu, Zhifeng Huang, Qiang Zhang, Ming Xu, Ning Zheng 0001. 128-137 [doi]
• Time-Dependent Reachability Analysis: A Data-Driven ApproachChrysovalantis Anastasiou, Chao Huang, Seon Ho Kim, Cyrus Shahabi. 138-143 [doi]
• Passenger Searching from Taxi Traces Using HITS-Based Inference ModelZhifeng Huang, Jian Xu, Guanhua Zhan, Ning Zheng 0001, Ming Xu 0001, Liming Tu. 144-149 [doi]
• Efficient Photo Crowdsourcing in Delay-Tolerant Networks with Evolving POIsShudip Datta, Sanjay Madria. 150-159 [doi]
• Publishing Sensitive Trajectory Data Under Enhanced l-Diversity ModelLin Yao, Xinyu Wang, Xin Wang, Haibo Hu, Guowei Wu. 160-169 [doi]
• Detecting Mobile Crowdsensing Context in the WildRachit Agarwal 0002, Shaan Chopra, Vassilis Christophides, Nikolaos Georgantas, Valérie Issarny. 170-175 [doi]
• Optimizing Rebalance Scheme for Dock-Less Bike Sharing Systems with Adaptive User IncentiveYubin Duan, Jie Wu 0001. 176-181 [doi]
• Utility-Time Social Event Planning on EBSNLinLin Ding, Hanlin Zhang, Ze Chen, Baoyan Song. 182-190 [doi]
• k-Collective Influential Facility Placement Over Moving ObjectDan Li, Hui Li 0005, Meng Wang 0015, JiangTao Cui. 191-200 [doi]
• A VLOS Compliance Solution to Ground/Aerial Parcel Delivery ProblemJi Zhang, Ting Shen, Wenlu Wang, Xunfei Jiang, Wei-Shinn Ku, Min-Te Sun, Yao-Yi Chiang. 201-209 [doi]
• Mining Prevalent Co-Location Patterns Based on Global Topological RelationsJialong Wang, Lizhen Wang, Xiaoxu Wang. 210-215 [doi]
• TTDM: A Travel Time Difference Model for Next Location PredictionQingjie Liu, Yixuan Zuo, Xiaohui Yu, Meng Chen. 216-225 [doi]
• STCNN: A Spatio-Temporal Convolutional Neural Network for Long-Term Traffic PredictionZhixiang He, Chi-Yin Chow, Jia-Dong Zhang. 226-233 [doi]
• Temporal Graph Convolutional Networks for Traffic Speed Prediction Considering External FactorsLiang Ge, Hang Li, Junling Liu, Aoli Zhou. 234-242 [doi]
• Sextant: Grab's Scalable In-Memory Spatial Data Store for Real-Time K-Nearest Neighbour SearchZhiyin Zhang, Xiaocheng Huang, Chaotang Sun, Shaolin Zheng, Bo Hu, Jagannadan Varadarajan, Yifang Yin, Roger Zimmermann, Guanfeng Wang. 243-251 [doi]
• DriveLaB: An Experimental Platform for TelematicsKasper F. Pedersen, Kristian Torp. 252-259 [doi]
• Synchronization-Free GPS Spoofing Detection with Crowdsourced Air Traffic Control DataGaoyang Liu, Rui Zhang, Chen Wang, Ling Liu. 260-268 [doi]
• An Automated Framework for Explaining Facts Extracted From Mobility DatasetsAnique Tahir, Yuhan Sun, Mohamed Sarwat. 269-278 [doi]
• MapReuse: Recycling Routing API QueriesRade Stanojevic, Sofiane Abbar, Mohamed F. Mokbel. 279-287 [doi]
• Road Intersection Detection Based on Direction Ratio Statistics AnalysisMin Pu, Jiali Mao, YunTao Du, Yibin Shen, Cheqing Jin. 288-297 [doi]
• Traffic Congestion Prediction by Spatiotemporal Propagation PatternsXiaolei Di, Yu Xiao, Chao Zhu, Yang Deng, Qinpei Zhao, Weixiong Rao. 298-303 [doi]
• STAR: A Concise Deep Learning Framework for Citywide Human Mobility PredictionHongnian Wang, Han Su. 304-309 [doi]
• Trajectory Prediction from a Mass of Sparse and Missing External Sensor DataLívia Almada Cruz, Karine Zeitouni, José Antônio Fernandes de Macêdo. 310-319 [doi]
• Building a Large-Scale Microscopic Road Network Traffic Simulator in Apache SparkZishan Fu, Jia Yu, Mohamed Sarwat. 320-328 [doi]
• A Personal Location Prediction Method to Solve the Problem of Sparse Trajectory DataFan Li, Qingquan Li, Zhen Li, Zhao Huang, Xiaomeng Chang, Jizhe Xia. 329-336 [doi]
• Deep Learning-Based Spatial Analytics for Disaster-Related Tweets: An Experimental StudyShayan Shams, Sayan Goswami, Kisung Lee. 337-342 [doi]
• SCQ: Stage-Based, Context-Aware, QoE-Driven Power Optimization for Interactive Applications on Mobile DevicesChi-Kai Ho, Chung-Ta King, Yung-Ju Chang. 343-345 [doi]
• Central Station Based Demand Prediction in a Bike Sharing SystemJianbin Huang, Xiangyu Wang, Heli Sun. 346-348 [doi]
• A Practical Delivery Route Planning SystemAsger Gitz-Johansen, Mikkel Elkjaer Holm, Laurids Vinther Kirkeby, Dan Kristiansen, Alexander Stoica Ostenfeld, Morten Konggaard Schou, Bin Yang 0002. 349-350 [doi]
• A Charging Scheduling System for Electric Vehicles using Vehicle-to-GridNicklas K. Breum, Martin N. Joergensen, Christian A. Knudsen, Laerke B. Kristensen, Bin Yang 0002. 351-352 [doi]
• Computing and Visualizing the Shortest Path between Moving Objects on Road NetworksSiyu Chen, Jianqiu Xu, Hengcai Zhang. 353-354 [doi]
• GDMS: A Geospatial Data Mining System for Abnormal Event Detection and VisualizationMeihong Wang, Linling Qiu, Xiaoli Wang. 355-356 [doi]
• ORSUP: Optimal Route Search with Users' PreferencesQun Jiang, Wei Teng, Yubao Liu. 357-358 [doi]
• LaCAVR: Load and Constraints Aware Vehicle ReroutingDavid Bis, Noah Bix, Benjamin Gruman, Sam Guenette, Adam Hauge, Hannah Moser, Jimmy Paul, Goce Trajcevski. 359-360 [doi]
• POLAr: Geographic Placement Optimization for Latency Sensitive ApplicationsVinicius Monteiro de Lira, Emanuele Carlini, Patrizio Dazzi. 361-362 [doi]
• SSVisual: Intelligent Start-Stop SystemCuizhu Bao, Chen Chen 0017, HaiLin Kui, Xiaoyang Wang 0002. 363-364 [doi]
• TrajSense: Trajectory Prediction from Sparse and Missing External Sensor DataLívia Almada Cruz, Karine Zeitouni, José Antônio Fernandes de Macêdo, Igo Ramalho Brilhante. 365-366 [doi]
• Social-Aware RidesharingXiaoyi Fu. 367-368 [doi]
• Attention Based Stack ResNet for Citywide Traffic Accident PredictionZhengyang Zhou. 369-370 [doi]
• A Spatial Insight for UGC Apps: Fast Similarity Search on Keyword-Induced Point GroupsZhe Li 0011, Yu Li, Man Lung Yiu. 371-372 [doi]
• Deep Learning Method for Citywide Crowd Flows PredictionGenan Dai. 373-374 [doi]
• TCSC: A New Type Of Spatial CrowdsourcingTing Wang. 375-376 [doi]
• DURS: A Distributed Method for k-Nearest Neighbor Search on Uncertain GraphsXiaodong Li. 377-378 [doi]
• Traffic Incident Detection: A Deep Learning FrameworkXiaolin Han. 379-380 [doi]
• A Framework for Constrained Graph PartitioningLefteris Ntaflos. 381-382 [doi]
• Mining Human Mobility Data and Social Media for Smart Ride SharingVinicius Monteiro de Lira. 385-386 [doi]
• The Use of Citizen Science in the Characterization of the Lyon's Urban Heat and Cool IslandsLucille Alonso. 387-388 [doi]
• Understanding Human Behavior through Sensory Data and Location Based ServicesGunarto Sindoro Njoo. 389-390 [doi]
• Towards Usability on Reverse Top-k Geo-Social Keyword Query ResultsPengfei Jin. 391-392 [doi]
• A LSTM and Graph CNN Combined Network for Community House Price ForecastingChuancai Ge. 393-394 [doi]
• Outdoor Localization Framework with Telco DataYige Zhang. 395-396 [doi]
• Bluetooth Mesh Networks for Indoor LocalizationMartin Jürgens, Dennis Meis, Dominik Möllers, Felix Nolte, Etienne Stork, Gottfried Vossen, Christian Werner, Hendrik Winkelmann. 397-402 [doi]
• Towards Robust Methods for Indoor Localization using Interval DataNacim Ramdani, Demetrios Zeinalipour-Yazti, Michalis Karamousadakis, Andreas Panayides. 403-408 [doi]
• Action Recognition from Low-Resolution Infrared Sensor for Indoor use: A Comparative Study between Deep Learning and Classical ApproachesFélix Polla, Hélène Laurent, Bruno Emile. 409-414 [doi]
• Automatic Radio Map Construction Exploiting Mobile PaymentsJeonghee Ahn, Dongsoo Han. 415-419 [doi]
• Neural Network for Predicting Error of AP Location Estimation Method Using Crowdsourced Wi-Fi FingerprintsChangmin Sung, Dongsoo Han. 420-424 [doi]
• A Safe, Efficient and Integrated Indoor Robotic Fleet for Logistic Applications in Healthcare and Commercial Spaces: The ENDORSE ConceptNacim Ramdani, Andreas Panayides, Michalis Karamousadakis, Martin Mellado, Rafael Lopez, Christophoros Christophorou, Mohamed Rebiai, Myriam Blouin, Eleftheria Vellidou, Dimitris Koutsouris. 425-430 [doi]
• CAPRIO: Context-Aware Path Recommendation Exploiting Indoor and Outdoor InformationConstantinos Costa, Xiaoyu Ge, Panos K. Chrysanthis. 431-436 [doi]
• Sequence-Aware Recommendation with Long-Term and Short-Term Attention Memory NetworksDaochang Chen, Rui Zhang, Bo Yuan. 437-442 [doi]
• MODELHealth: An Innovative Software Platform for Machine Learning in Healthcare Leveraging Indoor Localization ServicesAthanasios Anastasiou, Stavros Pitoglou, Thelma Androutsou, Evaggelos Kostalas, Georgios Matsopoulos, Dimitris Koutsouris. 443-446 [doi]
• Textile and Apparel Supply Chain with Distributed Ledger Technology (DLT)Oi Wa Amy Lam, Zhibin Lei. 447-451 [doi]
• Next Generation Blockchain Network (NGBN)Zhibin Lei, Chao Feng, Yang Liu, Dennis S. F. Lee, Tony Tsang, Jun Liang, Zhijun Xiong, Yuquan Liu, Gang Chen. 452-456 [doi]
• Privacy-Protected Blockchain SystemPing Zhong, Qikai Zhong, Haibo Mi, Shigeng Zhang, Yang Xiang. 457-461 [doi]
• Construction of Elderly Mutual Aid Time Bank Based on BlockchainLianxiang Cui, Kehong Yuan, Xiaoyu Zhao, Larry Y. D. Mou. 462-466 [doi]
• Mining Spatial Co-Location Patterns Based on Overlap Maximal Clique PartitioningVanha Tran, Lizhen Wang, Lihua Zhou. 467-472 [doi]
• Fine-Grained Dynamic Population Mapping Method Based on Large-Scale Sparse Mobile Phone DataMingxiao Li, Hengcai Zhang, Jie Chen. 473-478 [doi]
• Mining Significant Co-Location Patterns From Spatial Regional Objectsyurong Long, Peizhong Yang, Lizhen Wang. 479-484 [doi]
• POI Representation Learning by a Hybrid ModelYurui Li, Hongmei Chen, Lizhen Wang, Qing Xiao. 485-490 [doi]
• Integrated Multiple DEA Specifications and Visualization Technique for Advanced Management Analysis and DecisionTe-Min Chang, Fu Hsiang Chen, Sin-Jin Lin, Ming-Fu Hsu. 491-496 [doi]
• A Structure-Behavior Coalescence Design Method for Mobile Social Network SystemsKeng-Pei Lin, Yihuang Kang, William S. Chao. 497-500 [doi]
• IDR: Positive Influence Maximization and Negative Influence Minimization Under Competitive Linear Threshold ModelChi-Lung Lee, Cheng-En Sung, Hao-Shang Ma, Jen-Wei Huang. 501-506 [doi]
• A Collusion Avoidance Node Selection Scheme for Social Network-Based Distributed Data StorageYi-Shang Jan, Hsiao-Ping Tsai. 507-512 [doi]
• Application of Weighted Alternating Least Squares on Constructing the Disease Networks in the Heterogeneous Process of AgingShu-Ti Wang, Yen-Ju Chen, Yi-Di Xu, Te-Tien Ting, Ta-Chien Chan. 513-520 [doi]
• Fine Grained Group Gesture Detection Using SmartwatchesYongjian Zhao, Stephen New, Kanchana Thilakarathna, Xiaodong Zhang, Qi Han. 521-526 [doi]
• Golang-Based POI Discovery and Recommendation in Real TimeQing Fan, Lang Jiao, Chengcheng Dai, Ziqiang Deng, Rui Zhang. 527-532 [doi]
• Popularity Prediction Caching Using Hidden Markov Model for Vehicular Content Centric NetworksLin Yao, Yuqi Wang, Qiufen Xia, Rui Xu. 533-538 [doi]
• Mobile Video Multipath Concurrent Transmission Over Heterogeneous Wireless Networks Based on ACOSheng Zhang, Feng Chen, Wen-Kang Jia, Huangneng Jiang. 539-544 [doi]
• Offline Worker Selection for Real-Time Spatial Crowdsourcing Multi-Worker TasksYongjian Zhao, Qi Han. 545-550 [doi]
• Android App Update Timing: A Measurement StudyEd Novak, Chris Marchini. 551-556 [doi]
• Meta Path-Based Information Entropy for Modeling Social Influence in Heterogeneous Information NetworksYudi Yang, Lihua Zhou, Zhao Jin, Jinhua Yang. 557-562 [doi]
• PTGF: Public Transport General Framework for Identifying Transport Modes Based on Cellular DataXiaochuan Gou, Chih-Chieh Hung, Guanyao Li, Wen-Chih Peng. 563-568 [doi]
• Learned Index for Spatial QueriesHaixin Wang, Xiaoyi Fu, Jianliang Xu, Hua Lu 0001. 569-574 [doi]
• Optimal Delivery Routing in Road Network With Occupancy DetectionShan-Yun Teng, Szu-Chan Wu, Kun-Ta Chuang. 575-580 [doi]
• Prevalent Co-Visiting Patterns Mining from Location-Based Social NetworksXiaoxuan Wang, Lizhen Wang, Peizhong Yang. 581-586 [doi]
• A Keyword-Aware Optimal Route Query Algorithm on Large-Scale Road NetworksJinyao Hao, Baoning Niu, Xiao Qin. 587-592 [doi]
• Mitigating Congestion Using Environment Protective Dynamic Traffic OrchestrationDaniel Petrov, Rakan Alseghayer, Panos K. Chrysanthis. 593-598 [doi]
• Activity-Based Shared Mobility Model for Smart TransportationSan Yeung, H. M. Abdul Aziz, Sanjay Madria. 599-604 [doi]
• CLEAN: Frequent Pattern-Based Trajectory Spatial-Temporal Compression on Road NetworksPeng Zhao, Qinpei Zhao, Chenxi Zhang, Gong Su, Qi Zhang, Weixiong Rao. 605-610 [doi]