Siyuan Lu

22 papers A* 1Journal 11Unranked 10
YearRankTypeTitle / Venue / Authors
2020 J jnl
Change Detection from Remote Sensing to Guide OpenStreetMap Labeling.
ISPRS Int. J. Geo Inf.
Conrad M. Albrecht, Rui Zhang, Xiaodong Cui, Marcus Freitag, Hendrik F. Hamann, Levente J. Klein, Ulrich Finkler, Fernando J. Marianno, Johannes Schmude, Norman Bobroff, Wei Zhang, Carlo Siebenschuh, Siyuan Lu
2020 J jnl
Event Clustering & Event Series Characterization on Expected Frequency.
CoRR
Conrad M. Albrecht, Marcus Freitag, Theodore G. van Kessel, Siyuan Lu, Hendrik F. Hamann
2020 A* conf
Map Generation from Large Scale Incomplete and Inaccurate Data Labels.
KDD
Rui Zhang, Conrad M. Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David S. Kung, Siyuan Lu
2020 J jnl
Map Generation from Large Scale Incomplete and Inaccurate Data Labels.
CoRR
Rui Zhang, Conrad M. Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David S. Kung, Siyuan Lu
2020 J jnl
Next-generation geospatial-temporal information technologies for disaster management.
IBM J. Res. Dev.
Conrad M. Albrecht, Bruce Elmegreen, Oki Gunawan, Hendrik F. Hamann, Levente J. Klein, Siyuan Lu, F. Mariano, Carlo Siebenschuh, Johannes Schmude
2020 — conf
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data.
IEEE BigData
Wang Zhou, Levente J. Klein, Siyuan Lu
2020 J jnl
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data.
CoRR
Wang Zhou, Levente J. Klein, Siyuan Lu
2019 — conf
N-dimensional geospatial data and analytics for critical infrastructure risk assessment.
IEEE BigData
Levente J. Klein, Conrad M. Albrecht, Wang Zhou, Carlo Siebenschuh, Sharathchandra Pankanti, Hendrik F. Hamann, Siyuan Lu
2019 J jnl
Synthesizing simulation and field data of solar irradiance.
Stat. Anal. Data Min.
Furong Sun, Robert B. Gramacy, Benjamin Haaland, Siyuan Lu, Youngdeok Hwang
2018 J jnl
A Methodology for Quantifying Reliability Benefits From Improved Solar Power Forecasting in Multi-Timescale Power System Operations.
IEEE Trans. Smart Grid
Mingjian Cui, Jie Zhang, Bri-Mathias S. Hodge, Siyuan Lu, Hendrik F. Hamann
2018 J jnl
An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending.
CoRR
Cong Feng, Mingjian Cui, Bri-Mathias S. Hodge, Siyuan Lu, Hendrik F. Hamann, Jie Zhang
2018 — conf
Forecast of Solar Energy Production - A Deep Learning Approach.
ICBK
Rui Zhang, Minwei Feng, Wei Zhang, Siyuan Lu, Fei Wang
2017 — conf
Dynamic cloud motion forecasting from satellite images.
CDC
Sergiy Zhuk, Tigran T. Tchrakian, Albert Akhriev, Siyuan Lu, Hendrik F. Hamann
2017 — conf
Event clustering & event series characterization on expected frequency.
IEEE BigData
Conrad M. Albrecht, Marcus Freitag, Theodore G. van Kessel, Siyuan Lu, Hendrik F. Hamann
2017 J jnl
Where computer vision can aid physics: dynamic cloud motion forecasting from satellite images.
CoRR
Sergiy Zhuk, Tigran T. Tchrakian, Albert Akhriev, Siyuan Lu, Hendrik F. Hamann
2016 — conf
IBM PAIRS curated big data service for accelerated geospatial data analytics and discovery.
IEEE BigData
Siyuan Lu, Xiaoyan Shao, Marcus Freitag, Levente J. Klein, Jason D. Renwick, Fernando J. Marianno, Conrad M. Albrecht, Hendrik F. Hamann
2016 J jnl
On the usefulness of solar energy forecasting in the presence of asymmetric costs of errors.
IBM J. Res. Dev.
Ildar Khabibrakhmanov, Siyuan Lu, Hendrik F. Hamann, Kevin Warren
2016 — conf
Solar irradiance forecasting by machine learning for solar car races.
IEEE BigData
Xiaoyan Shao, Siyuan Lu, Theodore G. van Kessel, Hendrik F. Hamann, Leda Daehler, Jeffrey Cwagenberg, Alan Li
2016 J jnl
Toward large-scale crop production forecasts for global food security.
IBM J. Res. Dev.
G. Badr, Levente J. Klein, Marcus Freitag, Conrad M. Albrecht, Fernando J. Marianno, Siyuan Lu, Xiaoyan Shao, Nigel Hinds, Gerrit Hoogenboom, Hendrik F. Hamann
2015 — conf
Machine learning based multi-physical-model blending for enhancing renewable energy forecast - improvement via situation dependent error correction.
ECC
Siyuan Lu, Youngdeok Hwang, Ildar Khabibrakhmanov, Fernando J. Marianno, Xiaoyan Shao, Jie Zhang, Bri-Mathias S. Hodge, Hendrik F. Hamann
2015 — conf
PAIRS: A scalable geo-spatial data analytics platform.
IEEE BigData
Levente J. Klein, Fernando J. Marianno, Conrad M. Albrecht, Marcus Freitag, Siyuan Lu, Nigel Hinds, Xiaoyan Shao, Sergio Bermudez Rodriguez, Hendrik F. Hamann
2013 — conf
GeoMix: scalable geoscientific array data management.
Middleware (Industry Track)
Yaoliang Chen, Xiaomin Xu, Pohan Li, Siyuan Lu, Sheng Huang, Wei Lu, Kevin Brown