Tim Davis

Orcid: 0000-0002-6463-6767

Affiliations:
  • Texas A&M University, TX, USA


According to our database1, Tim Davis authored at least 25 papers between 2002 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2016, "For contributions to sparse matrix algorithms and software".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Detection of Maize Crop Phenology Using Planet Fusion.
Remote. Sens., August, 2024

Anonymized Network Sensing Graph Challenge.
CoRR, 2024

What is Normal? A Big Data Observational Science Model of Anonymized Internet Traffic.
CoRR, 2024

Early-Season Crop Classification with Planet Fusion.
Proceedings of the IGARSS 2024, 2024

2023

Deployment of Real-Time Network Traffic Analysis Using GraphBLAS Hypersparse Matrices and D4M Associative Arrays.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2023


2022
GraphBLAS on the Edge: High Performance Streaming of Network Traffic.
CoRR, 2022


Rapidai4Eo: Mono-and Multi-Temporal Deep Learning Models for Updating the Corine land Cover Product.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022


Large Scale Enrichment and Statistical Cyber Characterization of Network Traffic.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2022


DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Mathematics of Digital Hyperspace.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021


Vertical, Temporal, and Horizontal Scaling of Hierarchical Hypersparse GraphBLAS Matrices.
Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

2020
75, 000, 000, 000 Streaming Inserts/Second Using Hierarchical Hypersparse GraphBLAS Matrices.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Reference-Free Despeckling of Synthetic-Aperture Radar Images Using a Deep Convolutional Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020


2019
RedisGraph GraphBLAS Enabled Graph Database.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

2018
Design, Generation, and Validation of Extreme Scale Power-Law Graphs.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

2002
Coherence in Ray Tracing.
Proceedings of the Practical Parallel Rendering, 2002


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