Bin Cheng

Orcid: 0000-0002-7907-9852

Affiliations:
  • NEC Laboratories Europe, Heidelberg, Germany


According to our database1, Bin Cheng authored at least 20 papers between 2015 and 2023.

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:

On csauthors.net:

Bibliography

2023
VersaMatch: Ontology Matching with Weak Supervision.
Proc. VLDB Endow., 2023

2022
Interlinking the Brick Schema with Building Domain Ontologies.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

2021
Realizing the Digital Twin Transition for Smart Cities.
Open J. Internet Things, 2021

2020
Towards Knowledge Infusion for Robust and Transferable Machine Learning in IoT.
Open J. Internet Things, 2020

IntentKeeper: Intent-oriented Data Usage Control for Federated Data Analytics.
Proceedings of the 45th IEEE Conference on Local Computer Networks, 2020

Tutor4RL: Guiding Reinforcement Learning with External Knowledge.
Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, 2020

2019
A Standard-Based Open Source IoT Platform: FIWARE.
IEEE Internet Things Mag., 2019

Reinforcement Learning based Orchestration for Elastic Services.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

Learn from IoT: Pedestrian Detection and Intention Prediction for Autonomous Driving.
Proceedings of the 1st ACM Workshop on Emerging Smart Technologies and Infrastructures for Smart Mobility and Sustainability, 2019

Fog Function: Serverless Fog Computing for Data Intensive IoT Services.
Proceedings of the 2019 IEEE International Conference on Services Computing, 2019

2018
FogFlow: Easy Programming of IoT Services Over Cloud and Edges for Smart Cities.
IEEE Internet Things J., 2018

Elastic Services for Edge Computing.
Proceedings of the 14th International Conference on Network and Service Management, 2018

2016
Real-Time Privacy Preserving Crowd Estimation Based on Sensor Data.
Proceedings of the 2016 IEEE International Conference on Mobile Services, MS 2016, San Francisco, CA, USA, June 27, 2016

Edge-Computing-Aware Deployment of Stream Processing Tasks Based on Topology-External Information: Model, Algorithms, and a Storm-Based Prototype.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

Geelytics: Enabling On-Demand Edge Analytics over Scoped Data Sources.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

2015
GeeLytics: Geo-distributed edge analytics for large scale IoT systems based on dynamic topology.
Proceedings of the 2nd IEEE World Forum on Internet of Things, 2015

Privacy preserving crowd estimation for safer cities.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Real-time data reduction at the network edge of Internet-of-Things systems.
Proceedings of the 11th International Conference on Network and Service Management, 2015

Reconstructability-Aware Filtering and Forwarding of Time Series Data in Internet-of-Things Architectures.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

Building a Big Data Platform for Smart Cities: Experience and Lessons from Santander.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015


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