Haoran Zhang

Orcid: 0000-0002-4641-0641

Affiliations:
  • LocationMind Inc., Chiyoda-ku, Japan
  • Peking University, School of Urban Planning and Design, Beijing, China
  • University of Tokyo, Japan (former)
  • China University of Petroleum, Beijing, China (PhD 2017)


According to our database1, Haoran Zhang authored at least 57 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

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Bibliography

2024
MobCovid: Confirmed Cases Dynamics Driven Time Series Prediction of Crowd in Urban Hotspot.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Mutual Adaptation: Learning From Prototype for Time-Series Prediction.
IEEE Trans. Artif. Intell., March, 2024

AutoPV: Automatically Design Your Photovoltaic Power Forecasting Model.
CoRR, 2024

A Phone-based Distributed Ambient Temperature Measurement System with An Efficient Label-free Automated Training Strategy.
CoRR, 2024

2023
LTP-Net: Life-Travel Pattern Based Human Mobility Signature Identification.
IEEE Trans. Intell. Transp. Syst., December, 2023

MetaTraj: Meta-Learning for Cross-Scene Cross-Object Trajectory Prediction.
IEEE Trans. Intell. Transp. Syst., December, 2023

Benchmark Analysis for Robustness of Multi-Scale Urban Road Networks Under Global Disruptions.
IEEE Trans. Intell. Transp. Syst., December, 2023

Sustainability Assessment of Regional Transportation: An Innovative Fuzzy Group Decision-Making Model.
IEEE Trans. Intell. Transp. Syst., December, 2023

PredLife: Predicting Fine-Grained Future Activity Patterns.
IEEE Trans. Big Data, December, 2023

Internet of Things Positioning Technology Based Intelligent Delivery System.
IEEE Trans. Intell. Transp. Syst., November, 2023

Modifiable Areal Unit Problem on Grided Mobile Crowd Sensing: Analysis and Restoration.
IEEE Trans. Mob. Comput., July, 2023

Review on intelligent pipeline technologies: A life cycle perspective.
Comput. Chem. Eng., July, 2023

Metagraph-Based Life Pattern Clustering With Big Human Mobility Data.
IEEE Trans. Big Data, February, 2023

IIoT Based Trustworthy Demographic Dynamics Tracking With Advanced Bayesian Learning.
IEEE Trans. Netw. Sci. Eng., 2023

Mobility Tableau: Human Mobility Similarity Measurement for City Dynamics.
IEEE Trans. Intell. Transp. Syst., 2023

A theory-guided deep-learning method for predicting power generation of multi-region photovoltaic plants.
Eng. Appl. Artif. Intell., 2023

Learning to Generate Pseudo Personal Mobility.
CoRR, 2023

Enhancing Building Semantic Segmentation Accuracy with Super Resolution and Deep Learning: Investigating the Impact of Spatial Resolution on Various Datasets.
CoRR, 2023

Real-World Video for Zoom Enhancement based on Spatio-Temporal Coupling.
CoRR, 2023

2022
Big Data and Emergency Management: Concepts, Methodologies, and Applications.
IEEE Trans. Big Data, 2022

Phone-based Ambient Temperature Measurement with a New Confidence-based Truth Inference Model.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Deeppipe: A hybrid model for multi-product pipeline condition recognition based on process and data coupling.
Comput. Chem. Eng., 2022

Resilience assessment of the downstream oil supply chain considering the inventory strategy in extreme weather events.
Comput. Chem. Eng., 2022

Scheduling-based method for estimating remaining capacity of oil product pipeline under the fair opening.
Comput. Chem. Eng., 2022

2021
Theory-guided hard constraint projection (HCP): A knowledge-based data-driven scientific machine learning method.
J. Comput. Phys., 2021

Differentiable Projection for Constrained Deep Learning.
CoRR, 2021

An open GPS trajectory dataset and benchmark for travel mode detection.
CoRR, 2021

Mobsimilarity: Vector Graph Optimization for Mobility Tableau Comparison.
CoRR, 2021

Effective Metagraph-based Life Pattern Clustering with Big Human Mobility Data.
CoRR, 2021

Small World Model for scaling up prediction result based on SEIR model.
CoRR, 2021

Data-driven hospital personnel scheduling optimization through patients prediction.
CCF Trans. Pervasive Comput. Interact., 2021

Deeppipe: a customized generative model for estimations of liquid pipeline leakage parameters.
Comput. Chem. Eng., 2021

Scheduling of a branched multiproduct pipeline system with robust inventory management.
Comput. Ind. Eng., 2021

Social-DPF: Socially Acceptable Distribution Prediction of Futures.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
An integrated methodology for the supply reliability analysis of multi-product pipeline systems under pumps failure.
Reliab. Eng. Syst. Saf., 2020

An online real-time estimation tool of leakage parameters for hazardous liquid pipelines.
Int. J. Crit. Infrastructure Prot., 2020

Statistical Characteristics and Community Analysis of Urban Road Networks.
Complex., 2020

CoolPath: An Application for Recommending Pedestrian Routes with Reduced Heatstroke Risk.
Proceedings of the Web and Wireless Geographical Information Systems, 2020

Multimodal Interaction-Aware Trajectory Prediction in Crowded Space.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Pedestrian Trajectory Prediction in Extremely Crowded Scenarios.
Sensors, 2019

A Stacked Fully Convolutional Networks with Feature Alignment Framework for Multi-Label Land-cover Segmentation.
Remote. Sens., 2019

A leakage risk assessment method for hazardous liquid pipeline based on Markov chain Monte Carlo.
Int. J. Crit. Infrastructure Prot., 2019

A hybrid time MILP model for the pump scheduling of multi-product pipelines based on the rigorous description of the pipeline hydraulic loss changes.
Comput. Chem. Eng., 2019

A MILP model for the detailed scheduling of multiproduct pipelines with the hydraulic constraints rigorously considered.
Comput. Chem. Eng., 2019

A MINLP model for the optimal waterflooding strategy and operation control of surface waterflooding pipeline network considering reservoir characteristics.
Comput. Chem. Eng., 2019

New batch-centric model for detailed scheduling and inventory management of mesh pipeline networks.
Comput. Chem. Eng., 2019

Optimal design and operation for supply chain system of multi-state natural gas under uncertainties of demand and purchase price.
Comput. Ind. Eng., 2019

A Stochastic Linear Programming Method for the Reliable Oil Products Supply Chain System With Hub Disruption.
IEEE Access, 2019

Robust Optimization for Emergency Scheduling of Oil Products After Disaster.
IEEE Access, 2019

Super-Resolution Integrated Building Semantic Segmentation for Multi-Source Remote Sensing Imagery.
IEEE Access, 2019

2018
Improved PSO-Based Method for Leak Detection and Localization in Liquid Pipelines.
IEEE Trans. Ind. Informatics, 2018

A self-learning approach for optimal detailed scheduling of multi-product pipeline.
J. Comput. Appl. Math., 2018

A methodology to restructure a pipeline system for an oilfield in the mid to late stages of development.
Comput. Chem. Eng., 2018

A MILP model based on flowrate database for detailed scheduling of a multi-product pipeline with multiple pump stations.
Comput. Chem. Eng., 2018

A novel particle swarm optimization based on prey-predator relationship.
Appl. Soft Comput., 2018

An Integrated Crowdsourced Framework for Disaster Relief Distribution.
Proceedings of the 5th International Conference on Information and Communication Technologies for Disaster Management, 2018

2016
An automatic detailed scheduling method of refined products pipeline.
Proceedings of the 12th IEEE International Conference on Control and Automation, 2016


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