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Spatial Data Quality in the Internet of Things: Management, Exploitation, and Prospects
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Probabilistic Spatial Queries on Existentially Uncertain Data
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Uncertain Spatial Data Management: An Overview
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Big Spatial Data Management for the Internet of Things: A Survey
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Functional urban land use recognition integrating multi-source geospatial data and cross-correlations
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ST-DBSCAN: An algorithm for clustering spatial–temporal data
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Machine learning for internet of things data analysis: a survey
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Extended Kalman Filter for wireless LAN based indoor positioning
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FrameSTEP: A framework for annotating semantic trajectories based on episodes
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Geospatial big data handling theory and methods: A review and research challenges
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Data quality in internet of things: A state-of-the-art survey
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TrajVAE: A Variational AutoEncoder model for trajectory generation
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Elements of spatial data quality
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Modeling Moving Objects over Multiple Granularities
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DV Based Positioning in Ad Hoc Networks
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Towards Connected Living: 5G Enabled Internet of Things (IoT)
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inferredcites →https://doi.org/10.1080/13658816.2017.1341632openalex-snapshot
Quality assessment of building footprint data using a deep autoencoder network
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Robustness, Security and Privacy in Location-Based Services for Future IoT: A Survey
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Data Fusion and IoT for Smart Ubiquitous Environments: A Survey
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Mobile Edge Computing: A Survey on Architecture and Computation Offloading
inferredcites →https://doi.org/10.1109/comst.2018.2798591openalex-snapshot
Location of Things (LoT): A Review and Taxonomy of Sensors Localization in IoT Infrastructure
inferredcites →https://doi.org/10.1109/comst.2018.2844341openalex-snapshot
Deep Learning for IoT Big Data and Streaming Analytics: A Survey
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A Linked-Data Model for Semantic Sensor Streams
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Probabilistic Verifiers: Evaluating Constrained Nearest-Neighbor Queries over Uncertain Data
inferredcites →https://doi.org/10.1109/icde.2009.95openalex-snapshot
Sequence Pattern Query Processing over Out-of-Order Event Streams
inferredcites →https://doi.org/10.1109/icde.2011.5767902openalex-snapshot
Spatio-temporal joins on symbolic indoor tracking data
inferredcites →https://doi.org/10.1109/icde.2011.5767908openalex-snapshot
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inferredcites →https://doi.org/10.1109/icde.2012.42openalex-snapshot
Reducing Uncertainty of Low-Sampling-Rate Trajectories
inferredcites →https://doi.org/10.1109/icde.2012.94openalex-snapshot
Querying Uncertain Spatio-Temporal Data
inferredcites →https://doi.org/10.1109/icde.2013.6544828openalex-snapshot
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inferredcites →https://doi.org/10.1109/icde.2013.6544845openalex-snapshot
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inferredcites →https://doi.org/10.1109/icdm.2012.69openalex-snapshot
A Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces
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Distributed Low-Latency Out-of-Order Event Processing for High Data Rate Sensor Streams
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Semantic Reasoning for Context-Aware Internet of Things Applications
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Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey
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Internet of Medical Things: A Review of Recent Contributions Dealing With Cyber-Physical Systems in Medicine
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Secure and Efficient ${K}$ Nearest Neighbor Query Over Encrypted Uncertain Data in Cloud-IoT Ecosystem
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Recurrent Neural Networks for Accurate RSSI Indoor Localization
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Privacy-Preserving Traffic Flow Prediction: A Federated Learning Approach
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Toward Location-Enabled IoT (LE-IoT): IoT Positioning Techniques, Error Sources, and Error Mitigation
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Data Reduction in Wireless Sensor Networks: A Hierarchical LMS Prediction Approach
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Deep Reinforcement Learning for Task Assignment in Spatial Crowdsourcing and Sensing
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Blockchain-Federated-Learning and Deep Learning Models for COVID-19 Detection Using CT Imaging
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RSS-Based Localization in WSNs Using Gaussian Mixture Model via Semidefinite Relaxation
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Uncertain Range Queries for Necklaces
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Spatiotemporal Data Cleansing for Indoor RFID Tracking Data
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Handling False Negatives in Indoor RFID Data
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IoT Quality Control for Data and Application Needs
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Internet of Things Architecture: Recent Advances, Taxonomy, Requirements, and Open Challenges
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Data Mining for Internet of Things: A Survey
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On-Chip Neural Data Compression Based On Compressed Sensing With Sparse Sensing Matrices
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A Spatial and Temporal Nonlocal Filter-Based Data Fusion Method
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An Efficient Data Characterization and Reduction Scheme for Smart Metering Infrastructure
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Least squares quantization in PCM
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TrajCompressor: An Online Map-matching-based Trajectory Compression Framework Leveraging Vehicle Heading Direction and Change
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Vehicle Trajectory Clustering Based on Dynamic Representation Learning of Internet of Vehicles
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Probabilistic Reverse Nearest Neighbor Queries on Uncertain Data
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Finding Probabilistic Prevalent Colocations in Spatially Uncertain Data Sets
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Efficient Computation of Range Aggregates against Uncertain Location-Based Queries
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KSQ: Top-k Similarity Query on Uncertain Trajectories
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Rough Sets, Kernel Set, and Spatiotemporal Outlier Detection
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Managing Evolving Uncertainty in Trajectory Databases
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Distance-Aware Join for Indoor Moving Objects
inferredcites →https://doi.org/10.1109/tkde.2014.2340408openalex-snapshot
Probabilistic Convex Hull Queries over Uncertain Data
inferredcites →https://doi.org/10.1109/tkde.2014.2345402openalex-snapshot
Probabilistic Range Query over Uncertain Moving Objects in Constrained Two-Dimensional Space
inferredcites →https://doi.org/10.1109/tkde.2015.2457899openalex-snapshot
Finding Top $k$ Most Influential Spatial Facilities over Uncertain Objects
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Truth Discovery in Crowdsourced Detection of Spatial Events
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A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments
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Trajectory Community Discovery and Recommendation by Multi-Source Diffusion Modeling
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A Novel Representation and Compression for Queries on Trajectories in Road Networks
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A Survey on Spatial Prediction Methods
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Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data
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SURGE: Continuous Detection of Bursty Regions Over a Stream of Spatial Objects
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Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation
inferredcites →https://doi.org/10.1109/tkde.2020.3036633openalex-snapshot
Trajectory-Based Spatiotemporal Entity Linking
inferredcites →https://doi.org/10.1109/tkde.2020.3046670openalex-snapshot
Continuous Trajectory Similarity Search for Online Outlier Detection
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Calibrating Indoor Positioning Systems with Low Efforts
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Multi-Task Allocation in Mobile Crowd Sensing with Individual Task Quality Assurance
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A Cloud-Friendly RFID Trajectory Clustering Algorithm in Uncertain Environments
inferredcites →https://doi.org/10.1109/tsc.2017.2747538openalex-snapshot
Location Recommendation for Enterprises by Multi-Source Urban Big Data Analysis
inferredcites →https://doi.org/10.1109/tsg.2015.2456979openalex-snapshot
Data Compression in Smart Distribution Systems via Singular Value Decomposition
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Preprocessing and Golomb-Rice Encoding for Lossless Compression of Phasor Angle Data
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Gaussian Approximation-Based Lossless Compression of Smart Meter Readings
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Survey of Wireless Indoor Positioning Techniques and Systems
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WHAT ABOUT PEOPLE IN REGIONAL SCIENCE?
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Thirty Years of Research on Spatial Data Quality: Achievements, Failures, and Opportunities
inferredcites →https://doi.org/10.1145/1127777.1127785openalex-snapshot
Simultaneous localization, calibration, and tracking in an ad hoc sensor network
inferredcites →https://doi.org/10.1145/1272743.1272745openalex-snapshot
Range search on multidimensional uncertain data
inferredcites →https://doi.org/10.1145/1376616.1376685openalex-snapshot
Ranking queries on uncertain data
inferredcites →https://doi.org/10.1145/1516360.1516460openalex-snapshot
Continuous probabilistic nearest-neighbor queries for uncertain trajectories
inferredcites →https://doi.org/10.1145/1557019.1557043openalex-snapshot
Efficient anomaly monitoring over moving object trajectory streams
inferredcites →https://doi.org/10.1145/1645953.1646039openalex-snapshot
Scalable continuous range monitoring of moving objects in symbolic indoor space
inferredcites →https://doi.org/10.1145/1739041.1739083openalex-snapshot
Probabilistic threshold k nearest neighbor queries over moving objects in symbolic indoor space
inferredcites →https://doi.org/10.1145/1807167.1807176openalex-snapshot
Leveraging spatio-temporal redundancy for RFID data cleansing
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Probabilistic range queries for uncertain trajectories on road networks
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Mining probabilistically frequent sequential patterns in uncertain databases
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Constructing popular routes from uncertain trajectories
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An RFID and particle filter-based indoor spatial query evaluation system
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Calibrating trajectory data for similarity-based analysis
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A parallel spatial data analysis infrastructure for the cloud
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Efficient algorithms for spatial skyline query with uncertainty
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Exploring human mobility with multi-source data at extremely large metropolitan scales
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Quality-Driven Continuous Query Execution over Out-of-Order Data Streams
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Location-Aware Pub/Sub System
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Semantic Annotation of Mobility Data using Social Media
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Learning-Based Cleansing for Indoor RFID Data
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Exploiting Integrity Constraints for Cleaning Trajectories of RFID-Monitored Objects
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Probabilistic Robust Route Recovery with Spatio-Temporal Dynamics
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Spatially fine-grained urban air quality estimation using ensemble semi-supervised learning and pruning
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Knowledge-based trajectory completion from sparse GPS samples
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Privacy-friendly mobility analytics using aggregate location data
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Contextual Spatial Outlier Detection with Metric Learning
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A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling
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Blockchain framework for IoT data quality via edge computing
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National-scale Traffic Model Calibration in Real Time with Multi-source Incomplete Data
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Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction
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Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference
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Collective Representation Learning on Spatiotemporal Heterogeneous Information Networks
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Probabilistic Maximum Range-Sum Queries on Spatial Database
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Unsupervised Representation Learning of Spatial Data via Multimodal Embedding
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Toward Translating Raw Indoor Positioning Data into Mobility Semantics
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Predicting Human Mobility with Federated Learning
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A Review on Outlier/Anomaly Detection in Time Series Data
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Feature Grouping–based Trajectory Outlier Detection over Distributed Streams
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Error Bounded Line Simplification Algorithms for Trajectory Compression: An Experimental Evaluation
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Processing moving k NN queries using influential neighbor sets
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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