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Big Trajectory Data Mining: A Survey of Methods, Applications, and Services
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Exploratory Data Mining and Data Cleaning
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The Handbook of Geographic Information Science
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Geographic Data Mining and Knowledge Discovery
inferredcites →https://doi.org/10.1007/11853565_15openalex-snapshot
Predestination: Inferring Destinations from Partial Trajectories
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Data Mining and Knowledge Discovery Handbook
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Introduction to Knowledge Discovery and Data Mining
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A survey of Clustering Algorithms
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Privacy-Preserving Data Mining: Models and Algorithms
inferredcites →https://doi.org/10.1007/978-0-387-70992-5_6openalex-snapshot
A Survey of Randomization Methods for Privacy-Preserving Data Mining
inferredcites →https://doi.org/10.1007/978-0-387-84858-7openalex-snapshot
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1007/978-1-4419-8462-3openalex-snapshot
Social Network Data Analytics
inferredcites →https://doi.org/10.1007/978-1-4419-8462-3_12openalex-snapshot
Data Mining in Social Media
inferredcites →https://doi.org/10.1007/978-1-4614-1629-6openalex-snapshot
Computing with Spatial Trajectories
inferredcites →https://doi.org/10.1007/978-1-4614-1629-6_5openalex-snapshot
Trajectory Pattern Mining
inferredcites →https://doi.org/10.1007/978-1-4939-0392-4openalex-snapshot
Mobility Data Management and Exploration
inferredcites →https://doi.org/10.1007/978-3-319-10268-9openalex-snapshot
Computational Movement Analysis
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An Introduction to OpenStreetMap in Geographic Information Science: Experiences, Research, and Applications
inferredcites →https://doi.org/10.1007/978-3-319-28709-6openalex-snapshot
Data Mining with SPSS Modeler : Theory, Exercises and Solutions
inferredcites →https://doi.org/10.1007/978-3-540-68566-1openalex-snapshot
Headway in Spatial Data Handling
inferredcites →https://doi.org/10.1007/978-3-540-72680-7openalex-snapshot
Springer Handbook of Geographic Information
inferredcites →https://doi.org/10.1007/978-3-540-78946-8openalex-snapshot
The European Information Society
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NoiseTube: Measuring and mapping noise pollution with mobile phones
inferredcites →https://doi.org/10.1007/978-3-642-11482-3_5openalex-snapshot
An Online Adaptive Model for Location Prediction
inferredcites →https://doi.org/10.1007/978-3-642-12098-5_3openalex-snapshot
Incremental Clustering for Trajectories
inferredcites →https://doi.org/10.1007/978-3-642-12654-3_2openalex-snapshot
The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events
inferredcites →https://doi.org/10.1007/978-3-642-16917-5_9openalex-snapshot
Taxi-Aware Map: Identifying and Predicting Vacant Taxis in the City
inferredcites →https://doi.org/10.1007/978-3-642-31205-2_4openalex-snapshot
Urban Traffic Modelling and Prediction Using Large Scale Taxi GPS Traces
inferredcites →https://doi.org/10.1007/b107408openalex-snapshot
Data Mining and Knowledge Discovery Handbook
inferredcites →https://doi.org/10.1007/s00778-010-0181-yopenalex-snapshot
Path prediction and predictive range querying in road network databases
inferredcites →https://doi.org/10.1007/s00778-011-0244-8openalex-snapshot
Unveiling the complexity of human mobility by querying and mining massive trajectory data
inferredcites →https://doi.org/10.1007/s007780050006openalex-snapshot
Distance-based outliers: algorithms and applications
inferredcites →https://doi.org/10.1007/s00779-009-0248-1openalex-snapshot
Where will they turn: predicting turn proportions at intersections
inferredcites →https://doi.org/10.1007/s00779-011-0419-8openalex-snapshot
Social itinerary recommendation from user-generated digital trails
inferredcites →https://doi.org/10.1007/s10462-004-4304-yopenalex-snapshot
A Survey of Outlier Detection Methodologies
inferredcites →https://doi.org/10.1007/s10462-016-9477-7openalex-snapshot
A review of moving object trajectory clustering algorithms
inferredcites →https://doi.org/10.1007/s10618-011-0227-9openalex-snapshot
Mining periodic behaviors of object movements for animal and biological sustainability studies
inferredcites →https://doi.org/10.1007/s11704-011-1192-6openalex-snapshot
Prediction of urban human mobility using large-scale taxi traces and its applications
inferredcites →https://doi.org/10.1007/s13218-012-0181-8openalex-snapshot
Discovering the Geographical Borders of Human Mobility
inferredcites →https://doi.org/10.1007/s13218-012-0215-2openalex-snapshot
Spatiotemporal Modeling and Analysis—Introduction and Overview
inferredcites →https://doi.org/10.1007/s13369-015-1586-0openalex-snapshot
Do Systematic Literature Reviews Outperform Informal Literature Reviews in the Software Engineering Domain? An Initial Case Study
inferredcites →https://doi.org/10.1016/j.apgeog.2011.05.011openalex-snapshot
The use of Bluetooth for analysing spatiotemporal dynamics of human movement at mass events: A case study of the Ghent Festivities
inferredcites →https://doi.org/10.1016/j.comgeo.2007.10.003openalex-snapshot
Reporting flock patterns
inferredcites →https://doi.org/10.1016/j.compag.2011.12.008openalex-snapshot
Monitoring and classifying animal behavior using ZigBee-based mobile ad hoc wireless sensor networks and artificial neural networks
inferredcites →https://doi.org/10.1016/j.compenvurbsys.2009.11.001openalex-snapshot
Spatial data mining and geographic knowledge discovery—An introduction
inferredcites →https://doi.org/10.1016/j.compenvurbsys.2012.06.001openalex-snapshot
Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification
inferredcites →https://doi.org/10.1016/j.compind.2020.103222openalex-snapshot
Estimating Industry 4.0 impact on job profiles and skills using text mining
inferredcites →https://doi.org/10.1016/j.eswa.2017.11.043openalex-snapshot
Learning the route choice behavior of subway passengers from AFC data
inferredcites →https://doi.org/10.1016/j.future.2013.01.010openalex-snapshot
Internet of Things (IoT): A vision, architectural elements, and future directions
inferredcites →https://doi.org/10.1016/j.ijinfomgt.2019.07.014openalex-snapshot
Text mining of industry 4.0 job advertisements
inferredcites →https://doi.org/10.1016/j.ins.2010.11.035openalex-snapshot
A personal route prediction system based on trajectory data mining
inferredcites →https://doi.org/10.1016/j.is.2015.11.002openalex-snapshot
MyWay: Location prediction via mobility profiling
inferredcites →https://doi.org/10.1016/j.jtrangeo.2015.01.016openalex-snapshot
Revealing travel patterns and city structure with taxi trip data
inferredcites →https://doi.org/10.1016/j.jum.2015.11.002openalex-snapshot
The rise of big data on urban studies and planning practices in China: Review and open research issues
inferredcites →https://doi.org/10.1016/j.jvlc.2011.02.003openalex-snapshot
A conceptual framework and taxonomy of techniques for analyzing movement
inferredcites →https://doi.org/10.1016/j.landurbplan.2012.02.012openalex-snapshot
Urban land uses and traffic ‘source-sink areas’: Evidence from GPS-enabled taxi data in Shanghai
inferredcites →https://doi.org/10.1016/j.patrec.2013.10.017openalex-snapshot
Pattern classification and clustering: A review of partially supervised learning approaches
inferredcites →https://doi.org/10.1016/j.physa.2015.06.032openalex-snapshot
Uncovering urban human mobility from large scale taxi GPS data
inferredcites →https://doi.org/10.1016/j.pmcj.2014.02.001openalex-snapshot
Ear-Phone: A context-aware noise mapping using smart phones
inferredcites →https://doi.org/10.1016/j.procs.2014.08.019openalex-snapshot
Frequent Pattern Mining Algorithms for Finding Associated Frequent Patterns for Data Streams: A Survey
inferredcites →https://doi.org/10.1016/j.proeng.2017.03.197openalex-snapshot
Internet of Things, Big Data, Industry 4.0 – Innovative Solutions in Logistics and Supply Chains Management
inferredcites →https://doi.org/10.1016/j.tourman.2011.07.010openalex-snapshot
Exploring visitor movement patterns in natural recreational areas
inferredcites →https://doi.org/10.1016/j.trc.2007.05.002openalex-snapshot
Current map-matching algorithms for transport applications: State-of-the art and future research directions
inferredcites →https://doi.org/10.1016/j.trc.2012.01.005openalex-snapshot
Development of map matching algorithm for low frequency probe data
inferredcites →https://doi.org/10.1016/j.trd.2015.09.011openalex-snapshot
Optimal locations of electric public charging stations using real world vehicle travel patterns
inferredcites →https://doi.org/10.1016/s0003-2670(01)85298-3openalex-snapshot
Alternative k-nearest neighbour rules in supervised pattern recognition
inferredcites →https://doi.org/10.1016/s0003-2670(01)95359-0openalex-snapshot
Alternative k-nearest neighbour rules in supervised pattern recognition
inferredcites →https://doi.org/10.1016/s0031-3203(02)00128-0openalex-snapshot
Noisy logo recognition using line segment Hausdorff distance
inferredcites →https://doi.org/10.1016/s0925-2312(03)00375-8openalex-snapshot
Model selection for support vector machine classification
inferredcites →https://doi.org/10.1023/a:1009761603038openalex-snapshot
Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem
inferredcites →https://doi.org/10.1073/pnas.1006155107openalex-snapshot
Inferring social ties from geographic coincidences
inferredcites →https://doi.org/10.1080/01431161.2015.1054049openalex-snapshot
Road network extraction: a neural-dynamic framework based on deep learning and a finite state machine
inferredcites →https://doi.org/10.1080/01621459.1978.10480080openalex-snapshot
Choosing Between Logistic Regression and Discriminant Analysis
inferredcites →https://doi.org/10.1080/13658816.2010.511223openalex-snapshot
Space–time density of trajectories: exploring spatio-temporal patterns in movement data
inferredcites →https://doi.org/10.1080/13658816.2011.561209openalex-snapshot
Finding moving flock patterns among pedestrians through collective coherence
inferredcites →https://doi.org/10.1080/13658816.2011.630003openalex-snapshot
Movement similarity assessment using symbolic representation of trajectories
inferredcites →https://doi.org/10.1080/13658816.2012.654792openalex-snapshot
An efficient outlying trajectories mining approach based on relative distance
inferredcites →https://doi.org/10.1080/17489725.2013.788228openalex-snapshot
From destination prediction to route prediction
inferredcites →https://doi.org/10.1080/19479832.2011.618469openalex-snapshot
Modelling and monitoring urban built environment via multi-source integrated and fused remote sensing data
inferredcites →https://doi.org/10.1109/access.2016.2553681openalex-snapshot
A Survey on Trajectory Data Mining: Techniques and Applications
inferredcites →https://doi.org/10.1109/access.2018.2873779openalex-snapshot
Big Trajectory Data: A Survey of Applications and Services
inferredcites →https://doi.org/10.1109/bigmm.2017.55openalex-snapshot
Recommendation in Social Media Networks
inferredcites →https://doi.org/10.1109/cscloud.2016.52openalex-snapshot
Privacy-Aware Adaptive Data Encryption Strategy of Big Data in Cloud Computing
inferredcites →https://doi.org/10.1109/cvpr.2003.1211378openalex-snapshot
Discovering clusters in motion time-series data
inferredcites →https://doi.org/10.1109/iadcc.2013.6514292openalex-snapshot
Route prediction using trip observations and map matching
inferredcites →https://doi.org/10.1109/icassp.2015.7178180openalex-snapshot
Unusual event detection in crowded scenes by trajectory analysis
inferredcites →https://doi.org/10.1109/icbda.2018.8367660openalex-snapshot
Spatio-temporal prediction of shopping behaviours using taxi trajectory data
inferredcites →https://doi.org/10.1109/icde.2008.4497415openalex-snapshot
A Hybrid Prediction Model for Moving Objects
inferredcites →https://doi.org/10.1109/icde.2008.4497422openalex-snapshot
Trajectory Outlier Detection: A Partition-and-Detect Framework
inferredcites →https://doi.org/10.1109/icde.2008.4497588openalex-snapshot
Convoy Queries in Spatio-Temporal Databases
inferredcites →https://doi.org/10.1109/icdm.2005.95openalex-snapshot
Mining Frequent Spatio-Temporal Sequential Patterns
inferredcites →https://doi.org/10.1109/icdm.2012.104openalex-snapshot
Inferring the Root Cause in Road Traffic Anomalies
inferredcites →https://doi.org/10.1109/icdmw.2009.71openalex-snapshot
Accurate Discovery of Valid Convoys from Moving Object Trajectories
inferredcites →https://doi.org/10.1109/icsc.2017.59openalex-snapshot
KIRA: A System for Knowledge-Based Access to Multimedia Art Collections
inferredcites →https://doi.org/10.1109/icsdm.2011.5969011openalex-snapshot
TGCR: An efficient algorithm for mining swarm in trajectory databases
inferredcites →https://doi.org/10.1109/iske.2015.92openalex-snapshot
Periodic Pattern Mining for Spatio-Temporal Trajectories: A Survey
inferredcites →https://doi.org/10.1109/itsc.2006.1706730openalex-snapshot
Learning to Predict Driver Route and Destination Intent
inferredcites →https://doi.org/10.1109/percom.2013.6526736openalex-snapshot
B-Planner: Night bus route planning using large-scale taxi GPS traces
inferredcites →https://doi.org/10.1109/percomw.2011.5766967openalex-snapshot
Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset
inferredcites →https://doi.org/10.1109/plans.2014.6851429openalex-snapshot
Reliable trajectory classification using Wi-Fi signal strength in indoor scenarios
inferredcites →https://doi.org/10.1109/tip.2009.2039664openalex-snapshot
Trajectory Classification Using Switched Dynamical Hidden Markov Models
inferredcites →https://doi.org/10.1109/tits.2012.2209201openalex-snapshot
Land-Use Classification Using Taxi GPS Traces
inferredcites →https://doi.org/10.1109/tits.2013.2262376openalex-snapshot
Predicting Taxi–Passenger Demand Using Streaming Data
inferredcites →https://doi.org/10.1109/tits.2014.2328231openalex-snapshot
Understanding Taxi Service Strategies From Taxi GPS Traces
inferredcites →https://doi.org/10.1109/tkde.2007.1002openalex-snapshot
Discovery of Periodic Patterns in Spatiotemporal Sequences
inferredcites →https://doi.org/10.1109/tkde.2010.153openalex-snapshot
Mining Discriminative Patterns for Classifying Trajectories on Road Networks
inferredcites →https://doi.org/10.1109/tkde.2011.200openalex-snapshot
T-Drive: Enhancing Driving Directions with Taxi Drivers' Intelligence
inferredcites →https://doi.org/10.1109/tkde.2013.160openalex-snapshot
Online Discovery of Gathering Patterns over Trajectories
inferredcites →https://doi.org/10.1109/tkde.2013.2297923openalex-snapshot
Bag Constrained Structure Pattern Mining for Multi-Graph Classification
inferredcites →https://doi.org/10.1109/tnn.2005.845141openalex-snapshot
Survey of Clustering Algorithms
inferredcites →https://doi.org/10.1111/2041-210x.12453openalex-snapshot
Extracting spatio‐temporal patterns in animal trajectories: an ecological application of sequence analysis methods
inferredcites →https://doi.org/10.1111/gean.12098openalex-snapshot
Quantifying Animal Trajectories Using Spatial Aggregation and Sequence Analysis: A Case Study of Differentiating Trajectories of Multiple Species
inferredcites →https://doi.org/10.1111/j.1467-9671.2011.01285.xopenalex-snapshot
Discovering Chasing Behavior in Moving Object Trajectories
inferredcites →https://doi.org/10.1136/bmj.b2535openalex-snapshot
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement
inferredcites →https://doi.org/10.1137/1.9781611972764.31openalex-snapshot
Efficient Mining of Temporally Annotated Sequences
inferredcites →https://doi.org/10.1137/1.9781611972771.25openalex-snapshot
ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets
inferredcites →https://doi.org/10.1145/1014052.1014080openalex-snapshot
Mining, indexing, and querying historical spatiotemporal data
inferredcites →https://doi.org/10.1145/1463434.1463477openalex-snapshot
Mining user similarity based on location history
inferredcites →https://doi.org/10.1145/1653771.1653812openalex-snapshot
On-line discovery of flock patterns in spatio-temporal data
inferredcites →https://doi.org/10.1145/1656274.1656278openalex-snapshot
The WEKA data mining software
inferredcites →https://doi.org/10.1145/1656274.1656280openalex-snapshot
KNIME - the Konstanz information miner
inferredcites →https://doi.org/10.1145/1658373.1658374openalex-snapshot
Understanding transportation modes based on GPS data for web applications
inferredcites →https://doi.org/10.1145/1835804.1835918openalex-snapshot
An energy-efficient mobile recommender system
inferredcites →https://doi.org/10.1145/1835804.1835920openalex-snapshot
Towards mobility-based clustering
inferredcites →https://doi.org/10.1145/1835804.1835942openalex-snapshot
Mining periodic behaviors for moving objects
inferredcites →https://doi.org/10.1145/1869790.1869857openalex-snapshot
Finding similar users using category-based location history
inferredcites →https://doi.org/10.1145/1889681.1889683openalex-snapshot
Learning travel recommendations from user-generated GPS traces
inferredcites →https://doi.org/10.1145/1921591.1921596openalex-snapshot
Recommending friends and locations based on individual location history
inferredcites →https://doi.org/10.1145/2009916.2009962openalex-snapshot
Exploiting geographical influence for collaborative point-of-interest recommendation
inferredcites →https://doi.org/10.1145/2020408.2020462openalex-snapshot
Driving with knowledge from the physical world
inferredcites →https://doi.org/10.1145/2020408.2020571openalex-snapshot
Discovering spatio-temporal causal interactions in traffic data streams
inferredcites →https://doi.org/10.1145/2020408.2020581openalex-snapshot
Human mobility, social ties, and link prediction
inferredcites →https://doi.org/10.1145/2030112.2030126openalex-snapshot
Urban computing with taxicabs
inferredcites →https://doi.org/10.1145/2093973.2093979openalex-snapshot
Pedestrian-movement prediction based on mixed Markov-chain model
inferredcites →https://doi.org/10.1145/2093973.2093980openalex-snapshot
Semantic trajectory mining for location prediction
inferredcites →https://doi.org/10.1145/2093973.2094034openalex-snapshot
A greener transportation mode
inferredcites →https://doi.org/10.1145/2181196.2181199openalex-snapshot
Next place prediction using mobility Markov chains
inferredcites →https://doi.org/10.1145/2339530.2339561openalex-snapshot
Discovering regions of different functions in a city using human mobility and POIs
inferredcites →https://doi.org/10.1145/2346496.2346517openalex-snapshot
Coordinated clustering algorithms to support charging infrastructure design for electric vehicles
inferredcites →https://doi.org/10.1145/2370216.2370250openalex-snapshot
Providing eco-driving feedback to corporate car drivers
inferredcites →https://doi.org/10.1145/2370216.2370421openalex-snapshot
Predicting future locations with hidden Markov models
inferredcites →https://doi.org/10.1145/2424321.2424348openalex-snapshot
Location-based and preference-aware recommendation using sparse geo-social networking data
inferredcites →https://doi.org/10.1145/2480362.2480418openalex-snapshot
Constructing and comparing user mobility profiles for location-based services
inferredcites →https://doi.org/10.1145/2487575.2487673openalex-snapshot
Learning geographical preferences for point-of-interest recommendation
inferredcites →https://doi.org/10.1145/2525314.2525343openalex-snapshot
Crowd sensing of traffic anomalies based on human mobility and social media
inferredcites →https://doi.org/10.1145/2542182.2542184openalex-snapshot
Mining geographic-temporal-semantic patterns in trajectories for location prediction
inferredcites →https://doi.org/10.1145/2543581.2543584openalex-snapshot
From taxi GPS traces to social and community dynamics
inferredcites →https://doi.org/10.1145/2623330.2623653openalex-snapshot
Inferring gas consumption and pollution emission of vehicles throughout a city
inferredcites →https://doi.org/10.1145/2623330.2623656openalex-snapshot
Travel time estimation of a path using sparse trajectories
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Diagnosing New York city's noises with ubiquitous data
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Constructing and Comparing User Mobility Profiles
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Inferring User Social Class in Online Social Networks
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Spatial big data for designing large scale infrastructure
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Trajectory clustering with mixtures of regression models
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A general probabilistic framework for clustering individuals and objects
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The Effect of Riding as an Alternative Treatment for Children with Cerebral Palsy: A Systematic Review and Meta-Analysis
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A Complex View of Industry 4.0
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Statistical Data Mining Using SAS Applications
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Correction: Collective Human Mobility Pattern from Taxi Trips in Urban Area
inferredcites →https://doi.org/10.1371/journal.pmed.1000097openalex-snapshot
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
inferredcites →https://doi.org/10.1371/journal.pone.0014248openalex-snapshot
Redrawing the Map of Great Britain from a Network of Human Interactions
inferredcites →https://doi.org/10.1371/journal.pone.0034487openalex-snapshot
Collective Human Mobility Pattern from Taxi Trips in Urban Area
inferredcites →https://doi.org/10.1371/journal.pone.0037997openalex-snapshot
From Sensor Data to Animal Behaviour: An Oystercatcher Example
inferredcites →https://doi.org/10.14778/1453856.1453971openalex-snapshot
Discovery of convoys in trajectory databases
inferredcites →https://doi.org/10.1504/ijbidm.2010.030296openalex-snapshot
Context-aware taxi demand hotspots prediction
inferredcites →https://doi.org/10.1609/aaai.v24i1.7577openalex-snapshot
Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach
inferredcites →https://doi.org/10.2196/18936openalex-snapshot
Peer-to-Peer Contact Tracing: Development of a Privacy-Preserving Smartphone App
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COVID-19 Contact Tracing and Data Protection Can Go Together
inferredcites →https://doi.org/10.23919/mipro.2019.8757088openalex-snapshot
An overview and comparison of free Python libraries for data mining and big data analysis
inferredcites →https://doi.org/10.2478/bsrj-2020-0009openalex-snapshot
Understanding Digital Transformation Initiatives: Case Studies Analysis
inferredcites →https://doi.org/10.3141/2383-05openalex-snapshot
Semantic Annotation of Global Positioning System Traces
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What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Application Foundation of Artificial Intelligence: Data Analysis and Mining Technology for Information Security
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GPS data Mining at Signalized Intersections for Congestion Charging
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Exploring the nonlinear relationships between human travel and road traffic congestions using taxi trajectory data
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Exploring the tidal effect of urban business district with large-scale human mobility data
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Enhancing clustering of trajectories through optimization of geometric features
inferred← citeshttps://doi.org/10.1007/s41060-024-00566-1openalex-snapshot
Toward regret-free slot allocation in billboard advertisement
inferred← citeshttps://doi.org/10.1007/s41060-025-00900-1openalex-snapshot
Traces recognition of transition sequence based on frequent itemset
inferred← citeshttps://doi.org/10.1007/s43762-026-00258-5openalex-snapshot
Exploring the complexity of urban walking environments based on pedestrian navigation data
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2024.109328openalex-snapshot
STP-KDE: A spatiotemporal trajectory protection and publishing method based on kernel density estimation
inferred← citeshttps://doi.org/10.1016/j.cose.2025.104514openalex-snapshot
Privacy-preserving spatiotemporal trajectory generalization publishing scheme with differential privacy
inferred← citeshttps://doi.org/10.1016/j.inffus.2024.102597openalex-snapshot
A deep multimodal network for multi-task trajectory prediction
inferred← citeshttps://doi.org/10.1016/j.iot.2024.101338openalex-snapshot
Positive connotations of map-matching based on sub-city districts for trajectory data analytics
inferred← citeshttps://doi.org/10.1016/j.jnca.2024.103951openalex-snapshot
Privacy-preserving generation and publication of synthetic trajectory microdata: A comprehensive survey
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.130785openalex-snapshot
UdpTrace: Utility-enhanced differential privacy scheme for trajectory data publishing
inferred← citeshttps://doi.org/10.1016/j.neucom.2026.134509openalex-snapshot
Leveraging autoencoders for GeoAI: A survey of methods and applications
inferred← citeshttps://doi.org/10.1017/s0373463324000171openalex-snapshot
An online method for ship trajectory compression using AIS data
inferred← citeshttps://doi.org/10.1049/iet-its.2020.0301openalex-snapshot
Sequence‐based centrality measures in maritime transportation networks
inferred← citeshttps://doi.org/10.1080/10095020.2024.2430294openalex-snapshot
Identifying vehicle types from trajectory data based on spatial-semantic information
inferred← citeshttps://doi.org/10.1080/13658816.2022.2029454openalex-snapshot
Geographically and temporally weighted co-location quotient: an analysis of spatiotemporal crime patterns in greater Manchester
inferred← citeshttps://doi.org/10.1080/15481603.2021.1973217openalex-snapshot
An assessment on the performance of the shape functions in clustering based on representative trajectories of dense areas
inferred← citeshttps://doi.org/10.1080/17489725.2024.2371311openalex-snapshot
Challenges of spatio-temporal trajectory datasets
inferred← citeshttps://doi.org/10.1109/access.2022.3228828openalex-snapshot
Modeling and Characterization of Traffic Flow Patterns and Identification of Airspace Density for UTM Application
inferred← citeshttps://doi.org/10.1109/access.2023.3349081openalex-snapshot
EnvClus*: Extracting Common Pathways for Effective Vessel Trajectory Forecasting
inferred← citeshttps://doi.org/10.1109/access.2025.3525952openalex-snapshot
Vessel Trajectory Data Mining: A Review
inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386152openalex-snapshot
A Big Data Approach to Augmenting the Huff Model with Road Network and Mobility Data for Store Footfall Prediction
inferred← citeshttps://doi.org/10.1109/dasc58513.2023.10311315openalex-snapshot
A Novel Semantic Representation of Airport Surface Trajectory for Taxiing Pattern Recognition
inferred← citeshttps://doi.org/10.1109/icaiccit68829.2025.11433964openalex-snapshot
Deep Learning Models for Mining Knowledge from Vehicle Trajectories for Traffic Accident Prediction: A Comprehensive Review
inferred← citeshttps://doi.org/10.1109/icassp49357.2023.10095384openalex-snapshot
A Privacy-Preserving Trajectory Mining Model
inferred← citeshttps://doi.org/10.1109/mdm52706.2021.00034openalex-snapshot
A computer vision approach for trajectory classification
inferred← citeshttps://doi.org/10.1109/mdm55031.2022.00048openalex-snapshot
SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering
inferred← citeshttps://doi.org/10.1109/radar58436.2024.10994148openalex-snapshot
TS-SCAN: a Density-Based Clustering Method for Trajectory Analysis and Anomaly Detection
inferred← citeshttps://doi.org/10.1111/tgis.12944openalex-snapshot
gsstSIM: A high‐performance and synchronized similarity analysis method of spatiotemporal trajectory based on grid model representation
inferred← citeshttps://doi.org/10.1111/tgis.13126openalex-snapshot
QuadGridSIM : A quadrilateral grid‐based method for high‐performance and robust trajectory similarity analysis
inferred← citeshttps://doi.org/10.1111/tgis.70205openalex-snapshot
Calculating Visual Interaction Probabilities for Animals Using Space–Time Prisms and Visibility Analysis
inferred← citeshttps://doi.org/10.1111/tgis.70364openalex-snapshot
MoE ‐ TrajSim : Mixture‐of‐Experts Enhanced Transformer for Trajectory Similarity Measurement
inferred← citeshttps://doi.org/10.1117/12.2689655openalex-snapshot
Truck speed prediction with a simple two-stage neural network using GPS data and Monte Carlo (MC) dropout
inferred← citeshttps://doi.org/10.1117/12.3031312openalex-snapshot
Prediction techniques of spatiotemporal trajectory data: progress and framework
inferred← citeshttps://doi.org/10.1145/3485125openalex-snapshot
A Survey on Deep Learning for Human Mobility
inferred← citeshttps://doi.org/10.1145/3589462.3589478openalex-snapshot
Challenges of Spatio-Temporal Trajectory Data Use: Focus Group Findings from the 1st International Summer School on Data Science for Mobility
inferred← citeshttps://doi.org/10.1145/3780045.3780055openalex-snapshot
A User-Centered Design to Support Trajectory Deviation Visualization
inferred← citeshttps://doi.org/10.1145/3833869openalex-snapshot
Knowledge Discovery from Urban Trajectory Data: A Survey
inferred← citeshttps://doi.org/10.1145/3848123openalex-snapshot
Mobility Network Forecasting: A Trajectory-based Contact Prediction Approach
inferred← citeshttps://doi.org/10.1155/2022/1496170openalex-snapshot
Statistics and Analysis of Targeted Poverty Alleviation Information Integrated with Big Data Mining Algorithm
inferred← citeshttps://doi.org/10.1155/atr/1464526openalex-snapshot
Trajectory Semanticization: A Method of Accompany Vehicle Discovery Inspired by Semantic Similarity
inferred← citeshttps://doi.org/10.1177/03611981251356511openalex-snapshot
Intent-Driven Controllable Adversarial Attacks against Multi-Object Trackers for Intelligent Transportation Systems
inferred← citeshttps://doi.org/10.1177/14604582241307839openalex-snapshot
Researching public health datasets in the era of deep learning: a systematic literature review
inferred← citeshttps://doi.org/10.1371/journal.pone.0293679openalex-snapshot
Calibration of pedestrian ingress model based on CCTV surveillance data using machine learning methods
inferred← citeshttps://doi.org/10.1371/journal.pone.0304716openalex-snapshot
Trajectory-driven computational analysis for element characterization in Trypanosoma cruzi video microscopy
inferred← citeshttps://doi.org/10.14569/ijacsa.2023.0140715openalex-snapshot
Dynamic Allocation Method of Incentive Pool for Financial Management Teaching Innovation Team Based on Data Mining
inferred← citeshttps://doi.org/10.20858/sjsutst.2023.119.9openalex-snapshot
TO DETERMINE STABILITY OF THE ROAD TRAIN WITH O1-CATEGORY TRAILER
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2136936/v1openalex-snapshot
Movement Analytics: Current Status, Application to Manufacturing, and Future Prospects from an AI Perspective
inferred← citeshttps://doi.org/10.2139/ssrn.5741379openalex-snapshot
Dual-BERT: A Joint Representation Learning Model for Bridging Demographics and Daily Activity Patterns in Sparse Mobility Data
inferred← citeshttps://doi.org/10.25165/j.ijabe.20231603.8187openalex-snapshot
DR-XGBoost: An XGBoost model for field-road segmentation based on dual feature extraction and recursive feature elimination
inferred← citeshttps://doi.org/10.26642/ten-2022-1(89)-11-20openalex-snapshot
Дослідження маневреності триланкового причіпного автобусного поїзда
inferred← citeshttps://doi.org/10.3390/app11178275openalex-snapshot
Data Harmonization for Heterogeneous Datasets: A Systematic Literature Review
inferred← citeshttps://doi.org/10.3390/app12052406openalex-snapshot
Releasing Differentially Private Trajectories with Optimized Data Utility
inferred← citeshttps://doi.org/10.3390/app131910719openalex-snapshot
Modeling of Traffic Information and Services for the Traffic Control Center in Autonomous Vehicle-Mixed Traffic Situations
inferred← citeshttps://doi.org/10.3390/app151910325openalex-snapshot
Coverage-Based Framework for Estimating Total Vehicle Travel Distance Using Point-to-Point Trajectory Data
inferred← citeshttps://doi.org/10.3390/app16178510openalex-snapshot
Path-Structure Heterogeneity in Origin–Destination Pair–Day Observations: Rethinking Where and How Representative-Path Methods Should Be Evaluated
inferred← citeshttps://doi.org/10.3390/electronics14234694openalex-snapshot
Trajectory Data Preprocessing: Methods and Models
inferred← citeshttps://doi.org/10.3390/ijgi10040250openalex-snapshot
A Deep Learning Streaming Methodology for Trajectory Classification
inferred← citeshttps://doi.org/10.3390/ijgi12080339openalex-snapshot
Using a Cost-Distance Time-Geographic Approach to Identify Red Deer Habitat Use in Banff National Park, Alberta, Canada
inferred← citeshttps://doi.org/10.3390/ijgi14020058openalex-snapshot
A Novel Context-Aware Douglas–Peucker (CADP) Trajectory Compression Method
inferred← citeshttps://doi.org/10.3390/ijgi15050186openalex-snapshot
A Scalable Geospatial Transformation Workflow for Structuring Mid-Trip Stops and Hotspot Connectivity from Large-Scale Bike-Sharing GPS Trajectories
inferred← citeshttps://doi.org/10.3390/s24123796openalex-snapshot
The Impact of Scale on Extracting Individual Mobility Patterns from Location-Based Social Media
inferred← citeshttps://doi.org/10.3934/era.2025293openalex-snapshot
DP-FETC: a differentially private trajectory publishing method based on feature extraction and trajectory correlation
inferred← citeshttps://doi.org/10.4103/2311-8571.351511openalex-snapshot
Application of the Data Mining Algorithm in the Clinical Guide Medical Records
inferred← citeshttps://doi.org/10.5194/isprs-archives-xlviii-4-w3-2022-21-2022openalex-snapshot
BIG TRAJECTORY DATA: A DISTRIBUTED COMPUTING PERSPECTIVE
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