Hendrik F. Hamann

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 37

Top Topics

Renewable Energy

Machine Learning

Wireless Sensor

Top Venues

IBM J. Res. Dev.

Publications

Zhining Liu, Ruizhong Qiu, Zhichen Zeng, Yada Zhu, Hendrik F. Hamann, Hanghang Tong
AIM: Attributing, Interpreting, Mitigating Data Unfairness. KDD (2024)
Hendrik F. Hamann, Thomas Brunschwiler, Blazhe Gjorgiev, Leonardo S. A. Martins, Alban Puech, Anna Varbella, Jonas Weiss, Juan Bernabé-Moreno, Alexandre Blondin Massé, Seong Choi, Ian Foster, Bri-Mathias S. Hodge, Rishabh Jain, Kibaek Kim, Vincent Mai, François Mirallès, Martin De Montigny, Octavio Ramos-Leaños, Hussein Suprême, Le Xie, El-Nasser S. Youssef, Arnaud Zinflou, Alexander J. Belvi, Ricardo J. Bessa, Bishnu Prasad Bhattari, Johannes Schmude, Stanislav Sobolevsky
A Perspective on Foundation Models for the Electric Power Grid. CoRR (2024)
Masato Sakai, Marcus Freitag, Akihisa Sakurai, Conrad M. Albrecht, Hendrik F. Hamann
Climatic & Anthropogenic Hazards to the Nasca World Heritage: Application of Remote Sensing, AI, and Flood Modelling. CoRR (2024)
Zhining Liu, Ruizhong Qiu, Zhichen Zeng, Yada Zhu, Hendrik F. Hamann, Hanghang Tong
AIM: Attributing, Interpreting, Mitigating Data Unfairness. CoRR (2024)
S. Karthik Mukkavilli, Daniel Salles Civitarese, Johannes Schmude, Johannes Jakubik, Anne Jones, Nam Nguyen, Christopher Phillips, Sujit Roy, Shraddha Singh, Campbell D. Watson, Raghu K. Ganti, Hendrik F. Hamann, Udaysankar Nair, Rahul Ramachandran, Kommy Weldemariam
AI Foundation Models for Weather and Climate: Applications, Design, and Implementation. CoRR (2023)
Romeo Kienzler, Benedikt Blumenstiel, Zoltan Arnold Nagy, S. Karthik Mukkavilli, Johannes Schmude, Marcus Freitag, Michael Behrendt, Daniel Salles Civitarese, Naomi Simumba, Daiki Kimura, Hendrik F. Hamann
TensorBank: Tensor Lakehouse for Foundation Model Training. CoRR (2023)
Romeo Kienzler, Johannes Schmude, Naomi Simumba, Benedikt Blumenstiel, Marcus Freitag, Daiki Kimura, Zoltan Arnold Nagy, Michael Behrendt, Hendrik F. Hamann, S. Karthik Mukkavilli, Daniel Salles Civitarese
TensorBank: Tensor Lakehouse for Foundation Model Training. BigData (2023)
Conrad M. Albrecht, Marcus Freitag, Theodore G. van Kessel, Siyuan Lu, Hendrik F. Hamann
Event Clustering & Event Series Characterization on Expected Frequency. CoRR (2020)
Theodore G. van Kessel, Levente J. Klein, Ramachandran Muralidhar, Eric J. Zhang, Hendrik F. Hamann
Satellite Guided Mobile Wireless Methane Detection for Oil and Gas Operations. WF-IoT (2020)
Conrad M. Albrecht, Bruce Elmegreen, Oki Gunawan, Hendrik F. Hamann, Levente J. Klein, Siyuan Lu, F. Mariano, Carlo Siebenschuh, Johannes Schmude
Next-generation geospatial-temporal information technologies for disaster management. IBM J. Res. Dev. 64 (1/2) (2020)
Wang Zhou, Shiyu Chang, Norma E. Sosa, Hendrik F. Hamann, David D. Cox
Lifelong Object Detection. CoRR (2020)
Conrad M. Albrecht, Chris Fisher, Marcus Freitag, Hendrik F. Hamann, Sharathchandra Pankanti, Florencia Pezzutti, Francesca Rossi
Learning and Recognizing Archeological Features from LiDAR Data. CoRR (2020)
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
Change Detection from Remote Sensing to Guide OpenStreetMap Labeling. ISPRS Int. J. Geo Inf. 9 (7) (2020)
Levente J. Klein, Conrad M. Albrecht, Wang Zhou, Carlo Siebenschuh, Sharathchandra Pankanti, Hendrik F. Hamann, Siyuan Lu
N-dimensional geospatial data and analytics for critical infrastructure risk assessment. IEEE BigData (2019)
Conrad M. Albrecht, Chris Fisher, Marcus Freitag, Hendrik F. Hamann, Sharathchandra Pankanti, Florencia Pezzutti, Francesca Rossi
Learning and Recognizing Archeological Features from LiDAR Data. IEEE BigData (2019)
Mingjian Cui, Jie Zhang, Bri-Mathias S. Hodge, Siyuan Lu, Hendrik F. Hamann
A Methodology for Quantifying Reliability Benefits From Improved Solar Power Forecasting in Multi-Timescale Power System Operations. IEEE Trans. Smart Grid 9 (6) (2018)
Cong Feng, Mingjian Cui, Bri-Mathias S. Hodge, Siyuan Lu, Hendrik F. Hamann, Jie Zhang
An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending. CoRR (2018)
Theodore G. van Kessel, Ramachandran Muralidhar, Levente J. Klein, Dhruv Nair, Nigel Hinds, Hendrik F. Hamann, Norma E. Sosa
Methane Leak Detection and Localization Using Wireless Sensor Networks for Remote Oil and Gas Operations. IEEE SENSORS (2018)
Levente J. Klein, Hendrik F. Hamann, Nigel Hinds, Supratik Guha, Luis Sanchez, Brent S. Sams, Nick Dokoozlian
Closed Loop Controlled Precision Irrigation Sensor Network. IEEE Internet Things J. 5 (6) (2018)
Levente J. Klein, Muralindar Ramachandran, Ted van Kessel, Dhruv Nair, Nigel Hinds, Hendrik F. Hamann, Norma E. Sosa
Wireless Sensor Networks for Fugitive Methane Emissions Monitoring in Oil and Gas Industry. ICIOT (2018)
Levente J. Klein, Sergio A. Bermudez, Alejandro G. Schrott, Masahiko Tsukada, Paolo Dionisi-Vici, Lucretia Kargere, Fernando J. Marianno, Hendrik F. Hamann, Vanessa López, Marco Leona
Wireless Sensor Platform for Cultural Heritage Monitoring and Modeling System. Sensors 17 (9) (2017)
Sergiy Zhuk, Tigran T. Tchrakian, Albert Akhriev, Siyuan Lu, Hendrik F. Hamann
Where computer vision can aid physics: dynamic cloud motion forecasting from satellite images. CoRR (2017)
Theodore G. van Kessel, Ramachandran Muralidhar, Josephine B. Chang, Jun-Song Wang, Michael A. Schappert, Hendrik F. Hamann
A low maintenance particle pollution sensing system using the Minimum Airflow Particle Counter (MAPC). IEEE BigData (2017)
Levente J. Klein, Theodore G. van Kessel, Dhruv Nair, Ramachandran Muralidhar, Nigel Hinds, Hendrik F. Hamann, Norma E. Sosa
Distributed wireless sensing for fugitive methane leak detection. IEEE BigData (2017)
Conrad M. Albrecht, Marcus Freitag, Theodore G. van Kessel, Siyuan Lu, Hendrik F. Hamann
Event clustering & event series characterization on expected frequency. IEEE BigData (2017)
Sergiy Zhuk, Tigran T. Tchrakian, Albert Akhriev, Siyuan Lu, Hendrik F. Hamann
Dynamic cloud motion forecasting from satellite images. CDC (2017)
Huijing Jiang, Xinwei Deng, Vanessa López, Hendrik F. Hamann
Online Updating of Computer Model Output Using Real-Time Sensor Data. Technometrics 58 (4) (2016)
Siyuan Lu, Xiaoyan Shao, Marcus Freitag, Levente J. Klein, Jason D. Renwick, Fernando J. Marianno, Conrad M. Albrecht, Hendrik F. Hamann
IBM PAIRS curated big data service for accelerated geospatial data analytics and discovery. IEEE BigData (2016)
Jason D. Renwick, Levente J. Klein, Hendrik F. Hamann
Drone-based reconstruction for 3D geospatial data processing. WF-IoT (2016)
Ildar Khabibrakhmanov, Siyuan Lu, Hendrik F. Hamann, Kevin Warren
On the usefulness of solar energy forecasting in the presence of asymmetric costs of errors. IBM J. Res. Dev. 60 (1) (2016)
Xiaoyan Shao, Siyuan Lu, Theodore G. van Kessel, Hendrik F. Hamann, Leda Daehler, Jeffrey Cwagenberg, Alan Li
Solar irradiance forecasting by machine learning for solar car races. IEEE BigData (2016)
G. Badr, Levente J. Klein, Marcus Freitag, Conrad M. Albrecht, Fernando J. Marianno, Siyuan Lu, Xiaoyan Shao, Nigel Hinds, Gerrit Hoogenboom, Hendrik F. Hamann
Toward large-scale crop production forecasts for global food security. IBM J. Res. Dev. 60 (5/6) (2016)
Siyuan Lu, Youngdeok Hwang, Ildar Khabibrakhmanov, Fernando J. Marianno, Xiaoyan Shao, Jie Zhang, Bri-Mathias S. Hodge, Hendrik F. Hamann
Machine learning based multi-physical-model blending for enhancing renewable energy forecast - improvement via situation dependent error correction. ECC (2015)
Wang Zhou, Dhruv Nair, Oki Gunawan, Theodore G. van Kessel, Hendrik F. Hamann
A testing platform for on-drone computation. ICCD (2015)
Hendrik F. Hamann
From Smart Sensors to Smarter Solutions with Physical Analytics. BuildSys@SenSys (2015)
Levente J. Klein, Fernando J. Marianno, Conrad M. Albrecht, Marcus Freitag, Siyuan Lu, Nigel Hinds, Xiaoyan Shao, Sergio Bermudez Rodriguez, Hendrik F. Hamann
PAIRS: A scalable geo-spatial data analytics platform. IEEE BigData (2015)
Hendrik F. Hamann
From Smart Sensors to Smarter Solutions with Physical Analytics. SenSys (2015)
Andreas Bieswanger, Hendrik F. Hamann, Hans-Dieter Wehle
Energy Efficient Data Center. it Inf. Technol. 54 (1) (2012)
Wei Huang, Malcolm Allen-Ware, John B. Carter, E. N. Elnozahy, Hendrik F. Hamann, Tom W. Keller, Charles Lefurgy, Jian Li, Karthick Rajamani, Juan Rubio
TAPO: Thermal-aware power optimization techniques for servers and data centers. IGCC (2011)
Rajarshi Das, Srinivas Yarlanki, Hendrik F. Hamann, Jeffrey O. Kephart, Vanessa López
A unified approach to coordinated energy-management in data centers. CNSM (2011)
Bo Yang, Hendrik F. Hamann, Jeffrey O. Kephart, Stephan Barabasi
Hotspot diagnosis on logical level. CNSM (2011)
Wael El-Essawy, Malcolm S. Ware, Alexandre Ferreira, Karthick Rajamani, Juan Rubio, Michael A. Schappert, Tom W. Keller, Hendrik F. Hamann
Smarter data center power monitoring and management. SenSys (2011)
Pradip Bose, Alper Buyuktosunoglu, Chen-Yong Cher, John A. Darringer, Meeta Sharma Gupta, Hendrik F. Hamann, Hans M. Jacobson, Prabhakar Kudva, Eren Kursun, Niti Madan, Indira Nair, Jude A. Rivers, Jeonghee Shin, Alan J. Weger, Victor V. Zyuban
Power-efficient, reliable microprocessor architectures: modeling and design methods. ACM Great Lakes Symposium on VLSI (2010)
Yu Zhou, Xionghui Lu, Xu Zhong, Levente J. Klein, Michael A. Schappert, Hendrik F. Hamann
A tele-operative RMMT system facilitating the management of cooling and energy in data centers. ROBIO (2010)
Rajarshi Das, Jeffrey O. Kephart, Jonathan Lenchner, Hendrik F. Hamann
Utility-function-driven energy-efficient cooling in data centers. ICAC (2010)
Hendrik F. Hamann, Theodore G. van Kessel, Madhu Iyengar, Jen-Yao Chung, W. Hirt, Michael A. Schappert, A. Claassen, J. M. Cook, Wanli Min, Y. Amemiya, Vanessa López, James A. Lacey, M. O'Boyle
Uncovering energy-efficiency opportunities in data centers. IBM J. Res. Dev. 53 (3) (2009)
Hendrik F. Hamann
A Measurement-Based Method for Improving Data Center Energy Efficiency. SUTC (2008)
Jeonghwan Choi, Chen-Yong Cher, Hubertus Franke, Hendrik F. Hamann, Alan J. Weger, Pradip Bose
Thermal-aware task scheduling at the system software level. ISLPED (2007)
Hendrik F. Hamann, Alan J. Weger, James A. Lacey, Zhigang Hu, Pradip Bose, Erwin B. Cohen, Jamil A. Wakil
Temperature-limited microprocessors: Measurements and design implications. VLSI Design (2007)
Hendrik F. Hamann, Alan J. Weger, James A. Lacey, Zhigang Hu, Pradip Bose, Erwin B. Cohen, Jamil A. Wakil
Hotspot-Limited Microprocessors: Direct Temperature and Power Distribution Measurements. IEEE J. Solid State Circuits 42 (1) (2007)
Hendrik F. Hamann, Alan J. Weger, James A. Lacey, Erwin B. Cohen, Craig Atherton
970MP Microprocessor. ISSCC (2006)