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A cloud‐based taxi trace mining framework for smart city

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/spe.2274openalex-snapshot
Big data for smart cities with KNIME a real experience in the SmartSantander testbed
inferredcites →https://doi.org/10.1002/spe.2341openalex-snapshot
Iterative big data clustering algorithms: a review
inferredcites →https://doi.org/10.1007/978-3-540-68566-1_36openalex-snapshot
Clustering Algorithm for Network Constraint Trajectories
inferredcites →https://doi.org/10.1007/978-3-540-73499-4_50openalex-snapshot
Mining Frequent Trajectories of Moving Objects for Location Prediction
inferredcites →https://doi.org/10.1007/978-3-642-10665-1_71openalex-snapshot
Parallel K-Means Clustering Based on MapReduce
inferredcites →https://doi.org/10.1007/978-3-642-12098-5_3openalex-snapshot
Incremental Clustering for Trajectories
inferredcites →https://doi.org/10.1007/978-3-642-12098-5_4openalex-snapshot
NNCluster: An Efficient Clustering Algorithm for Road Network Trajectories
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/bfb0014140openalex-snapshot
Mining sequential patterns: Generalizations and performance improvements
inferredcites →https://doi.org/10.1007/s10586-016-0569-6openalex-snapshot
Link the remote sensing big data to the image features via wavelet transformation
inferredcites →https://doi.org/10.1007/s10844-006-9953-7openalex-snapshot
Time-focused clustering of trajectories of moving objects
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/10.1016/j.future.2012.03.006openalex-snapshot
Hybrid modelling and simulation of huge crowd over a hierarchical Grid architecture
inferredcites →https://doi.org/10.1016/j.future.2012.09.001openalex-snapshot
G-Hadoop: MapReduce across distributed data centers for data-intensive computing
inferredcites →https://doi.org/10.1016/j.knosys.2014.10.004openalex-snapshot
Particle Swarm Optimization based dictionary learning for remote sensing big data
inferredcites →https://doi.org/10.1080/18756891.2010.9727705openalex-snapshot
Parallel Sequential Pattern Mining of Massive Trajectory Data
inferredcites →https://doi.org/10.1109/cidm.2009.4938663openalex-snapshot
Trajectory clustering in road network environment
inferredcites →https://doi.org/10.1109/icdcs.2012.31openalex-snapshot
NEAT: Road Network Aware Trajectory Clustering
inferredcites →https://doi.org/10.1109/icde.2011.5767890openalex-snapshot
Discovering popular routes from trajectories
inferredcites →https://doi.org/10.1109/icisa.2013.6579448openalex-snapshot
MapReduce Design of K-Means Clustering Algorithm
inferredcites →https://doi.org/10.1109/mcse.2014.52openalex-snapshot
IK-SVD: Dictionary Learning for Spatial Big Data via Incremental Atom Update
inferredcites →https://doi.org/10.1109/mdm.2015.29openalex-snapshot
Vehicle Routing with User-Generated Trajectory Data
inferredcites →https://doi.org/10.1109/percomw.2011.5766912openalex-snapshot
Measuring social functions of city regions from large-scale taxi behaviors
inferredcites →https://doi.org/10.1109/tc.2013.2295806openalex-snapshot
Fast and Scalable Multi-Way Analysis of Massive Neural Data
inferredcites →https://doi.org/10.1109/tencon.2015.7373034openalex-snapshot
A density-based approach for mining movement patterns from semantic trajectories
inferredcites →https://doi.org/10.1109/tits.2014.2353302openalex-snapshot
TraPlan: An Effective Three-in-One Trajectory-Prediction Model in Transportation Networks
inferredcites →https://doi.org/10.1109/tmc.2013.119openalex-snapshot
Road-Network Aware Trajectory Clustering: Integrating Locality, Flow, and Density
inferredcites →https://doi.org/10.1109/tpds.2013.20openalex-snapshot
A Highly Practical Approach toward Achieving Minimum Data Sets Storage Cost in the Cloud
inferredcites →https://doi.org/10.1109/tpds.2014.2311805openalex-snapshot
Parallel Simulation of Complex Evacuation Scenarios with Adaptive Agent Models
inferredcites →https://doi.org/10.1126/science.1177170openalex-snapshot
Limits of Predictability in Human Mobility
inferredcites →https://doi.org/10.1145/1247480.1247546openalex-snapshot
Trajectory clustering
inferredcites →https://doi.org/10.1145/1281192.1281230openalex-snapshot
Trajectory pattern mining
inferredcites →https://doi.org/10.1145/1460412.1460444openalex-snapshot
Nericell
inferredcites →https://doi.org/10.1145/1869790.1869807openalex-snapshot
T-drive
inferredcites →https://doi.org/10.1145/2030112.2030126openalex-snapshot
Urban computing with taxicabs
inferredcites →https://doi.org/10.1145/2339530.2339562openalex-snapshot
Constructing popular routes from uncertain trajectories
inferredcites →https://doi.org/10.1145/2463676.2465287openalex-snapshot
Finding time period-based most frequent path in big trajectory data
inferredcites →https://doi.org/10.1145/2543581.2543584openalex-snapshot
From taxi GPS traces to social and community dynamics
inferredcites →https://doi.org/10.14778/1453856.1453972openalex-snapshot
TraClass
inferredcites →https://doi.org/10.14778/2732939.2732949openalex-snapshot
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What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-319-67071-3_57openalex-snapshot
Smart City Security Based on the Biological Self-defense Mechanism
inferred← citeshttps://doi.org/10.1007/978-3-319-96550-5_8openalex-snapshot
Swarm Intelligence and IoT-Based Smart Cities: A Review
inferred← citeshttps://doi.org/10.1007/s00500-022-07031-wopenalex-snapshot
Impact of big data and cloud-driven learning technologies in healthy and smart cities on marketing automation
inferred← citeshttps://doi.org/10.1007/s10586-017-0890-8openalex-snapshot
Space–time visualization analysis of bus passenger big data in Beijing
inferred← citeshttps://doi.org/10.1007/s10586-017-1006-1openalex-snapshot
Bus arrival time prediction with real-time and historic data
inferred← citeshttps://doi.org/10.1007/s10586-018-1950-4openalex-snapshot
Map matching based on Cell-ID localization for mobile phone users
inferred← citeshttps://doi.org/10.1007/s12083-017-0618-9openalex-snapshot
FGDA: Fine-grained data analysis in privacy-preserving smart grid communications
inferred← citeshttps://doi.org/10.1007/s12652-018-0693-7openalex-snapshot
A mapreduce-based approach for shortest path problem in road networks
inferred← citeshttps://doi.org/10.1016/j.asoc.2020.106688openalex-snapshot
ED-ACNN: Novel attention convolutional neural network based on encoder–decoder framework for human traffic prediction
inferred← citeshttps://doi.org/10.1016/j.comcom.2019.10.035openalex-snapshot
The construction of smart city information system based on the Internet of Things and cloud computing
inferred← citeshttps://doi.org/10.1016/j.future.2016.12.021openalex-snapshot
Quality and the efficiency of data in “Smart-Cities”
inferred← citeshttps://doi.org/10.1016/j.future.2017.11.015openalex-snapshot
A distributed image-retrieval method in multi-camera system of smart city based on cloud computing
inferred← citeshttps://doi.org/10.1016/j.future.2018.06.021openalex-snapshot
A novel fuzzy deep-learning approach to traffic flow prediction with uncertain spatial–temporal data features
inferred← citeshttps://doi.org/10.1016/j.ijdrr.2018.10.002openalex-snapshot
Statistical process control for analyzing resilience of transportation networks
inferred← citeshttps://doi.org/10.1016/j.jpdc.2017.10.017openalex-snapshot
Advanced services for efficient management of smart farms
inferred← citeshttps://doi.org/10.1016/j.jpdc.2018.06.010openalex-snapshot
Energy trading with dynamic pricing for electric vehicles in a smart city environment
inferred← citeshttps://doi.org/10.1016/j.measurement.2018.04.001openalex-snapshot
RETRACTED: The role of single valued neutrosophic sets and rough sets in smart city: Imperfect and incomplete information systems
inferred← citeshttps://doi.org/10.1061/9780784482858.023openalex-snapshot
Empirical Analysis of Impacts of Post-Disaster Human Mobility Patterns on the Resilience of Transportation Networks
inferred← citeshttps://doi.org/10.1080/15481603.2022.2026637openalex-snapshot
Novel model for predicting individuals’ movements in dynamic regions of interest
inferred← citeshttps://doi.org/10.1080/17538947.2024.2356160openalex-snapshot
Trajectory-based clustering for enhanced attractive region mining in urban taxi services
inferred← citeshttps://doi.org/10.1088/1757-899x/768/5/052118openalex-snapshot
Design of An Intelligent System for Monitoring and Management in Sewage Treatment Plants Based on IoT
inferred← citeshttps://doi.org/10.1109/isc246665.2019.9071775openalex-snapshot
Strategy for Evaluation the Data in the Context of Smart Cities: Case Study of Transport System
inferred← citeshttps://doi.org/10.1109/iwcmc61514.2024.10592395openalex-snapshot
Towards Efficient Urban Network Mobility: A Cloud-Based Ride-Sharing System
inferred← citeshttps://doi.org/10.1109/sist50301.2021.9465963openalex-snapshot
Bus Arrival Time Prediction: a Case Study for Almaty
inferred← citeshttps://doi.org/10.1109/tits.2023.3314631openalex-snapshot
Accurate Map Matching Method for Mobile Phone Signaling Data Under Spatio-Temporal Uncertainty
inferred← citeshttps://doi.org/10.1155/2018/8963234openalex-snapshot
Mining Connected Vehicle Data for Beneficial Patterns in Dubai Taxi Operations
inferred← citeshttps://doi.org/10.1155/2022/8800489openalex-snapshot
Deconstruction of the Innovation Path of Digital Transformation Based on Network Big Data Security in the Context of Smart City
inferred← citeshttps://doi.org/10.18293/seke2017-041openalex-snapshot
Improving Bug Triage with Relevant Search
inferred← citeshttps://doi.org/10.18293/seke2017-042openalex-snapshot
A Reinforced Hungarian Algorithm for Task Allocation in Global Software Development
inferred← citeshttps://doi.org/10.18293/seke2017-128openalex-snapshot
Model Construction and Data Management of Running Log in Supporting SaaS Software Performance Analysis
inferred← citeshttps://doi.org/10.18293/seke2017-188openalex-snapshot
Software Defect Prediction Using Dictionary Learning
inferred← citeshttps://doi.org/10.20474/jater-6.2.1openalex-snapshot
The bus arrival time prediction using LSTM neural network and location analysis
inferred← citeshttps://doi.org/10.3390/s18124275openalex-snapshot
Research on Path Planning Model Based on Short-Term Traffic Flow Prediction in Intelligent Transportation System
inferred← citeshttps://doi.org/10.4018/978-1-7998-3111-2.ch007openalex-snapshot
Big Data IoT Analytics for Smart Cities With Cloud Computing Technique
inferred← citeshttps://doi.org/10.4018/978-1-7998-6981-8.ch007openalex-snapshot
Cloud-Based Smart City Using Internet of Things
inferred← citeshttps://doi.org/10.7307/ptt.v30i5.2609openalex-snapshot
A Robust Optimization Approach to Public Transit Mobile Real-time Information
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