Zhiming Ding

Orcid: 0000-0002-2057-5325

According to our database1, Zhiming Ding authored at least 149 papers between 2001 and 2024.

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Bibliography

2024
Double Layer A*: An Emergency Path Planning Model Based on Map Grid and Double Layer Search Structure.
IEEE Trans. Intell. Transp. Syst., September, 2024

Heterogeneous Modular Traffic Prediction Based on Multilayer Graph Convolutional Network.
IEEE Trans. Intell. Transp. Syst., July, 2024

AMPO: Automatic Multi-Branched Prompt Optimization.
CoRR, 2024

StraGo: Harnessing Strategic Guidance for Prompt Optimization.
CoRR, 2024

Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence.
CoRR, 2024

A Multi-constraint and Multi-objective Allocation Model for Emergency Rescue in IoT Environment.
CoRR, 2024

A Survey on Game Playing Agents and Large Models: Methods, Applications, and Challenges.
CoRR, 2024

Convolutional Neural Network Based on Multiple Attention Mechanisms for Hyperspectral and LiDAR Classification.
Proceedings of the Spatial Data and Intelligence - 5th China Conference, 2024

MADB-RemdNet for Few-Shot Learning in Remote Sensing Classification.
Proceedings of the Spatial Data and Intelligence - 5th China Conference, 2024

Few-Shot Learning Remote Scene Classification Based on DC-2DEC.
Proceedings of the Spatial Data and Intelligence - 5th China Conference, 2024

Cloud-Edge Collaborative Continual Adaptation for ITS Object Detection.
Proceedings of the Spatial Data and Intelligence - 5th China Conference, 2024

A Multi-constraint and Multi-objective Allocation Model for Emergency Rescue in IoT Environment.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

A Clustering Method with Graph Maximum Decoding Information.
Proceedings of the International Joint Conference on Neural Networks, 2024

AMPO: Automatic Multi-Branched Prompt Optimization.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

StraGo: Harnessing Strategic Guidance for Prompt Optimization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

QPSEncoder: A Database Workload Encoder with Deep Learning.
Proceedings of the Database and Expert Systems Applications, 2024

2023
VOLTCom: A Novel Online Trajectory Compression Method Based on Vector Processing.
IEEE Trans. Intell. Transp. Syst., December, 2023

Next Point-of-Interest Recommendation Based on Joint Mining of Spatial-Temporal and Semantic Sequential Patterns.
ISPRS Int. J. Geo Inf., July, 2023

A traffic data interpolation method for IoT sensors based on spatio-temporal dependence.
Internet Things, April, 2023

Domain-adaptive graph neural network for few-shot learning.
Knowl. Based Syst., 2023

Latent Semantic Sequence Coding Applied to Taxi Travel Time Estimation.
ISPRS Int. J. Geo Inf., 2023

Dynamic Weighted Road Network Based Multi-Vehicles Navigation and Evacuation.
ISPRS Int. J. Geo Inf., 2023

Skyline-Based Sorting Approach for Rail Transit Stations Visualization.
ISPRS Int. J. Geo Inf., 2023

An effective points of interest recommendation approach based on embedded meta-path of spatiotemporal data.
Expert Syst. J. Knowl. Eng., 2023

Leveraging LLMs for KPIs Retrieval from Hybrid Long-Document: A Comprehensive Framework and Dataset.
CoRR, 2023

Contact Query Processing Based on Spatiotemporal Trajectory.
Proceedings of the Spatial Data and Intelligence - 4th International Conference, 2023

LOACR: A Cache Replacement Method Based on Loop Assist.
Proceedings of the Spatial Data and Intelligence - 4th International Conference, 2023

Small Temperature is All You Need for Differentiable Architecture Search.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Rethink DARTS Search Space and Renovate a New Benchmark.
Proceedings of the International Conference on Machine Learning, 2023

Optimal Node Embedding Dimension Selection Using Overall Entropy.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

2022
Prediction of Evolution Behaviors of Transportation Hubs Based on Spatiotemporal Neural Network.
IEEE Trans. Intell. Transp. Syst., 2022

Speed and Direction Aware Skyline Query for Moving Objects.
IEEE Trans. Intell. Transp. Syst., 2022

A Novel Traffic Flow Reduction Method Based on Incomplete Vehicle History Spatio-Temporal Trajectory Data.
ISPRS Int. J. Geo Inf., 2022

A Novel Trajectory Based Prediction Method for Urban Subway Design.
ISPRS Int. J. Geo Inf., 2022

MAHGE: Point-of-Interest Recommendation Using Meta-path Aggregated Heterogeneous Graph Embeddings.
Proceedings of the Spatial Data and Intelligence - Third International Conference, 2022

Coarse-Grained Path Planning Under Dynamic Situational Environment.
Proceedings of the Spatial Data and Intelligence - Third International Conference, 2022

A Novel Method for Groups Identification Based on Spatio-Temporal Trajectories.
Proceedings of the Spatial Data and Intelligence - Third International Conference, 2022

An Object Separated Storage Framework Towards Spatiotemporal Point Data Fast Query.
Proceedings of the Information Integration and Web Intelligence, 2022

2021
A Tensor-Based Approach for the QoS Evaluation in Service-Oriented Environments.
IEEE Trans. Netw. Serv. Manag., 2021

Long-Term Traffic Prediction Based on LSTM Encoder-Decoder Architecture.
IEEE Trans. Intell. Transp. Syst., 2021

Visual Analysis of Land Use Characteristics Around Urban Rail Transit Stations.
IEEE Trans. Intell. Transp. Syst., 2021

Continuous Road Network-Based Skyline Query for Moving Objects.
IEEE Trans. Intell. Transp. Syst., 2021

Profiling users via their reviews: an extended systematic mapping study.
Softw. Syst. Model., 2021

A Novel Heuristic Emergency Path Planning Method Based on Vector Grid Map.
ISPRS Int. J. Geo Inf., 2021

A Continuous Taxi Pickup Path Recommendation under The Carbon Neutrality Context.
ISPRS Int. J. Geo Inf., 2021

Dynamic Grid-Based Spatial Density Visualization and Rail Transit Station Prediction.
ISPRS Int. J. Geo Inf., 2021

ST-GWANN: A Novel Spatial-Temporal Graph Wavelet Attention Neural Network for Traffic Prediction.
Proceedings of the Spatial Data and Intelligence - Second International Conference, 2021

A Dynamic Traffic Community Prediction Model Based on Hierarchical Graph Attention Network.
Proceedings of the Spatial Data and Intelligence - Second International Conference, 2021

POI Recommend for Deep Neural Network Based on Explicit and Implicit Feature Joint.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Robustifying DARTS by Eliminating Information Bypass Leakage via Explicit Sparse Regularization.
Proceedings of the IEEE International Conference on Data Mining, 2021

Dynamic Traffic Network Based Multi-Modal Travel Mode Fusion Recommendation.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021

Delve into the Performance Degradation of Differentiable Architecture Search.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

A Novel UAV Aerial Vehicle Detection Method Based on Attention Mechanism and Multi-scale Feature Cross Fusion.
Proceedings of the AIEE 2021: 2nd International Conference on Artificial Intelligence in Electronics Engineering, Phuket, Thailand, January 15, 2021

2020
Research on Analysis Method of Characteristics Generation of Urban Rail Transit.
IEEE Trans. Intell. Transp. Syst., 2020

Effective spatio-temporal semantic trajectory generation for similar pattern group identification.
Int. J. Mach. Learn. Cybern., 2020

Hybrid time-aligned and context attention for time series prediction.
Knowl. Based Syst., 2020

Identifying Similar Users Based on Their Check-in Data: A Graph Embedding Approach.
Int. J. Softw. Eng. Knowl. Eng., 2020

Urban population density estimation based on spatio-temporal trajectories.
Concurr. Comput. Pract. Exp., 2020

A Novel Urban Emergency Path Planning Method Based on Vector Grid Map.
IEEE Access, 2020

A Self-Adaptive Approach for Mobile Wireless Sensors to Achieve Energy Efficient Information Transmission.
IEEE Access, 2020

A Novel Vector-Based Dynamic Path Planning Method in Urban Road Network.
IEEE Access, 2020

A Method of Emergency Prediction Based on Spatiotemporal Context Time Series.
Proceedings of the Spatial Data and Intelligence - First International Conference, 2020

Attention U-Net for Road Extraction in Remote Sensing Images.
Proceedings of the Spatial Data and Intelligence - First International Conference, 2020

College Students' Portrait Technology Based on Hybrid Neural Network.
Proceedings of the Spatial Data and Intelligence - First International Conference, 2020

Identifying Similar Users Based on Metagraph of Check-in Trajectory Data.
Proceedings of the 32nd International Conference on Software Engineering and Knowledge Engineering, 2020

Multi-scale Feature Fusion UAV Image Object Detection Method Based on Dilated Convolution and Attention Mechanism.
Proceedings of the ICIT 2020, 2020

Automatically Identifying Requirements-Oriented Reviews Using a Top-Down Feature Extraction Approach.
Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020

2019
Efficient multi-vehicle navigation based on trajectory vector features considering non-uniform destination distribution for emergency evacuation.
Int. J. Wirel. Mob. Comput., 2019

A Fast Real-time Map-Matching for Unstable Sampling-rate GPS Trajectories.
Proceedings of the ICIT 2019, 2019

Forecasting Model of Traffic Flow Prediction Model Based on Multi-resolution SVR.
Proceedings of the ICIAI 2019: The 3rd International Conference on Innovation in Artificial Intelligence, 2019

An Ontology Enhanced User Profiling Algorithm Based on Application Feedback.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

Review-Based User Profiling: A Systematic Mapping Study.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2019

2018
Vector-Based Trajectory Storage and Query for Intelligent Transport System.
IEEE Trans. Intell. Transp. Syst., 2018

基于词项聚类的文本语义标签抽取研究 (Word Clustering Based Text Semantic Tagging Extraction Method).
计算机科学, 2018

Semantic Trajectory Based Behavior Generation for Groups Identification.
KSII Trans. Internet Inf. Syst., 2018

An improved twin support vector machine based on multi-objective cuckoo search for software defect prediction.
Int. J. Bio Inspired Comput., 2018

Multi-vehicles dynamic navigating method for large-scale event crowd evacuations.
GeoInformatica, 2018

Query Expansion Based on Semantic Related Network.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

An effective emergency logistics scheduling model based on multi-objective optimization algorithms.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Safety and Resilience, 2018

A Sensitive Words Filtering Model Based on Web Text Features.
Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence, 2018

2017
Deep Encoding Features for Instance Retrieval.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Multi-objective Spatial Keyword Query with Semantics.
Proceedings of the Database Systems for Advanced Applications, 2017

2016
On personalized and sequenced route planning.
World Wide Web, 2016

Resource Management for Business Process Scheduling in the Presence of Availability Constraints.
ACM Trans. Manag. Inf. Syst., 2016

Enabling Smart Transportation Systems: A Parallel Spatio-Temporal Database Approach.
IEEE Trans. Computers, 2016

Context-Based Moving Object Trajectory Uncertainty Reduction and Ranking in Road Network.
J. Comput. Sci. Technol., 2016

How to find appropriate automobile exhibition halls: Towards a personalized recommendation service for auto show.
Neurocomputing, 2016

Searching Time Period-Based Longest Frequent Path in Big Trajectory Data.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015
Mining streams of short text for analysis of world-wide event evolutions.
World Wide Web, 2015

Network-Matched Trajectory-Based Moving-Object Database: Models and Applications.
IEEE Trans. Intell. Transp. Syst., 2015

Efficient route search on hierarchical dynamic road networks.
Distributed Parallel Databases, 2015

A road network modeling method for map matching on lightweight mobile devices.
Distributed Parallel Databases, 2015

Maximum Lifetime Temporal Q-Coverage in Directional Sensor Networks.
Ad Hoc Sens. Wirel. Networks, 2015

Construction of higher spectral efficiency virtual backbone in wireless networks.
Ad Hoc Networks, 2015

Personalized route recommendation using big trajectory data.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

On Efficient Passenger Assignment for Group Transportation.
Proceedings of the Database Systems for Advanced Applications, 2015

2014
Minimum payment collaborative sensing network using mobile phones.
Wirel. Networks, 2014

IoT-SVKSearch: a real-time multimodal search engine mechanism for the internet of things.
Int. J. Commun. Syst., 2014

An efficient location reporting and indexing framework for urban road moving objects.
Distributed Parallel Databases, 2014

An Effective Method to Detect People in Danger.
Proceedings of the Web-Age Information Management, 2014

Benchmarking big data for trip recommendation.
Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

An efficient method of map generalization using topology partitioning and constraints recognition.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Efficient Detection of Emergency Event from Moving Object Data Streams.
Proceedings of the Database Systems for Advanced Applications, 2014

DCP: An efficient and distributed data center cache protocol with Fat-Tree topology.
Proceedings of the 16th Asia-Pacific Network Operations and Management Symposium, 2014

Moving Objects Management - Models, Techniques and Applications
Springer, ISBN: 978-3-642-38276-5, 2014

2013
SeaCloudDM: a database cluster framework for managing and querying massive heterogeneous sensor sampling data.
J. Supercomput., 2013

Discovering hot topics from geo-tagged video.
Neurocomputing, 2013

Incorporating structural improvement into resource allocation for business process execution planning.
Concurr. Comput. Pract. Exp., 2013

MOIR/UOTS: Trip Recommendation with User Oriented Trajectory Search.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Target-Temporal Effective-Sensing Coverage in Mission-Driven Camera Sensor Networks.
Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

Minimum cost collaborative sensing network with mobile phones.
Proceedings of IEEE International Conference on Communications, 2013

IOT-StatisticDB: A General Statistical Database Cluster Mechanism for Big Data Analysis in the Internet of Things.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

On Efficient Map-Matching According to Intersections You Pass By.
Proceedings of the Database and Expert Systems Applications, 2013

2012
A Relational Database and Key-value Store Combined Mechanism for Massive Heterogeneous Sensor Data Management.
Proceedings of the SENSORNETS 2012, 2012

A Hybrid Search Engine Framework for the Internet of Things Based on Spatial-Temporal, Value-Based, and Keyword-Based Conditions.
Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012

Effective map-matching on the most simplified road network.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Traffic Aware Route Planning in Dynamic Road Networks.
Proceedings of the Database Systems for Advanced Applications, 2012

Tibetan Base Noun Phrase Identification Framework Based on Chinese-Tibetan Sentence Aligned Corpus.
Proceedings of the COLING 2012, 2012

An Efficient Overload Control Strategy in Cloud.
Proceedings of the Web Technologies and Applications, 2012

A Hybrid Search Engine Framework for the Internet of Things.
Proceedings of the Ninth Web Information Systems and Applications Conference, 2012

2011
Efficiently Retrieving Longest Common Route Patterns of Moving Objects By Summarizing Turning Regions.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Massive Heterogeneous Sensor Data Management in the Internet of Things.
Proceedings of the 2011 IEEE International Conference on Internet of Things (iThings) & 4th IEEE International Conference on Cyber, 2011

Automatic Acquisition of Chinese-Tibetan Multi-word Equivalent Pair from Bilingual Corpora.
Proceedings of the International Conference on Asian Language Processing, 2011

Collecting and Managing Network-Matched Trajectories of Moving Objects in Databases.
Proceedings of the Database and Expert Systems Applications, 2011

Indexing Frequently Updated Trajectories of Network-Constrained Moving Objects.
Proceedings of the Database and Expert Systems Applications, 2011

Report on the third international workshop on cloud datamanagement (CloudDB 2011).
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2009
MOIR/MT: Monitoring Large-Scale Road Network Traffic in Real-Time.
Proc. VLDB Endow., 2009

Adaptive Location Update Mechanism for Network-Constrained Moving Objects in Changeful Traffic Conditions.
Proceedings of the MDM 2009, 2009

Real-Time Traffic Flow Statistical Analysis Based on Network-Constrained Moving Object Trajectories.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

Moving Continuous K Nearest Neighbor Queries in Spatial Network Databases.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

Assessing Accuracy with Locality-Sensitive Hashing in Multiple Source Environment.
Proceedings of the 15th Americas Conference on Information Systems, 2009

2008
Scalable Community Discovery of Large Networks.
Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

MOIR: A Prototype for Managing Moving Objects in Road Networks.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

UTR-Tree: An Index Structure for the Full Uncertain Trajectories of Network-Constrained Moving Objects.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Inter-frame Change Directing Online Clustering of Multiple Moving Objects for Video-Based Sensor Networks.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Location Update Strategies for Network-Constrained Moving Objects.
Proceedings of the Database Systems for Advanced Applications, 2008

Wireless Video-Based Sensor Networks for Surveillance of Residential Districts.
Proceedings of the Progress in WWW Research and Development, 2008

Moving Objects Databases Based on Dynamic Transportation Networks: Modeling, Indexing, and Implementation.
Proceedings of the Advanced Web and NetworkTechnologies, and Applications, 2008

2007
Automatic Generation of Traditional Style Painting by Using Density-Based Color Clustering.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006
Modeling and querying moving objects in networks.
VLDB J., 2006

2005
SECONDO: An Extensible DBMS Platform for Research Prototyping and Teaching.
Proceedings of the 21st International Conference on Data Engineering, 2005

2004
A simple but effective improvement to the plumb-line algorithm.
Inf. Process. Lett., 2004

Managing Moving Objects on Dynamic Transportation Networks.
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

Uncertainty Management for Network Constrained Moving Objects.
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004

Modeling Temporally Variable Transportation Networks.
Proceedings of the Database Systems for Advances Applications, 2004

2003
DSTTMOD: A Future Trajectory Based Moving Objects Database.
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

2002
A Transactional Asynchronous Replication Scheme for Mobile Database Systems.
J. Comput. Sci. Technol., 2002

2001
O2PC-MT: A Novel Optimistic Two-Phase Commit Protocol for Mobile Transactions.
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

A Novel Conflict Detection and Resolution Strategy Based on TLRSP in Replicated Mobile Database Systems.
Proceedings of the Database Systems for Advanced Applications, Proceedings of the 7th International Conference on Database Systems for Advanced Applications (DASFAA 2001), 18-20 April 2001, 2001


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