Robert L. Grossman

160 papers A* 13A 13B 8C 4Misc 3Journal 72Unranked 45
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Proposed End-To-End Principle for Data Commons.
CoRR
Robert L. Grossman
2025 J jnl
GDC Cohort Copilot: An AI Copilot for Curating Cohorts from the Genomic Data Commons.
CoRR
Steven Song, Anirudh Subramanyam, Zhenyu Zhang, Aarti Venkat, Robert L. Grossman
2025 J jnl
Managing, Analyzing and Sharing Research Data with Gen3 Data Commons.
CoRR
Craig Barnes, Kyle Burton, Michael Sean Fitzsimons, Hara Prasad Juvvala, Brienna Larrick, Christopher Meyer, Pauline Ribeyre, Ao liu, Clint Malson, Noah Metoki-Shlubsky, Andrii Prokhorenkov, Jawad Qureshi, Radhika Reddy, Philip Schumm, Mingfei Shao, Trevar Simmons, Alexander Vantol, Peter Vassilatos, Aarti Venkat, Robert L. Grossman
2025 J jnl
Multimodal Survival Modeling in the Age of Foundation Models.
CoRR
Steven Song, Morgan Borjigin-Wang, Irene Madejski, Robert L. Grossman
2025 J jnl
Scaling Laws Revisited: Modeling the Role of Data Quality in Language Model Pretraining.
CoRR
Anirudh Subramanyam, Yuxin Chen, Robert L. Grossman
2025 J jnl
The HEAL Data Platform.
CoRR
Brienna Larrick, Philip Schumm, Mingfei Shao, Craig Barnes, Anthony Juehne, Hara Prasad Juvvla, Michael B. Kranz, Michael Lukowski, Clint Malson, Jessica N. Mazerik, Christopher G. Meyer, Jawad Qureshi, Erin Spaniol, Andrea Tentner, Alexander Vantol, Peter Vassilatos, Sara Volk de Garcia, Robert L. Grossman
2024 J jnl
An Annotated Glossary for Data Commons, Data Meshes, and Other Data Platforms.
CoRR
Robert L. Grossman
2024 A* conf
Enhancing Instance-Level Image Classification with Set-Level Labels.
ICLR
Renyu Zhang, Aly A. Khan, Yuxin Chen, Robert L. Grossman
2024 J jnl
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report Generation.
CoRR
Steven Song, Anirudh Subramanyam, Irene Madejski, Robert L. Grossman
2024 J jnl
Ten Pillars for Data Meshes.
CoRR
Robert L. Grossman, Ceilyn Boyd, Nhan V. Do, Danne C. Elbers, Michael Sean Fitzsimons, Maryellen L. Giger, Anthony Juehne, Brienna Larrick, Jerry S. H. Lee, Dawei Lin, Michael Lukowski, James D. Myers, Philip Schumm, Aarti Venkat
2023 J jnl
Building a collaborative cloud platform to accelerate heart, lung, blood, and sleep research.
J. Am. Medical Informatics Assoc.
Stan Ahalt, Paul Avillach, Rebecca R. Boyles, Kira Bradford, Steven Cox, Brandi Davis-Dusenbery, Robert L. Grossman, Ashok K. Krishnamurthy, Alisa Manning, Benedict Paten, Anthony Philippakis, Ingrid Borecki, Shu Hui Chen, Jon Kaltman, Sweta Ladwa, Chip Schwartz, Alastair Thomson, Sarah Davis, Alison Leaf, Jessica Lyons, Elizabeth Sheets, Joshua C. Bis, Matthew P. Conomos, Alessandro Culotti, Thomas N. Desain, Jack DiGiovanna, Milan Domazet, Stephanie M. Gogarten, Alba Gutiérrez-Sacristán, Tim Harris, Benjamin D. Heavner, Deepti Jain, Brian O'Connor, Kevin Osborn, Danielle Pillion, Jacob Pleiness, Ken Rice, Garrett Rupp, Arnaud Serret-Larmande, Albert Smith, Jason P. Stedman, Adrienne Stilp, Teresa Barsanti, John B. Cheadle, Christopher Erdmann, Brandy Farlow, Allie Gartland-Gray, Julie Hayes, Hannah Hiles, Paul Kerr, Chris Lenhardt, Tom Madden, Joanna O. Mieczkowska, Amanda Miller, Patrick Patton, Marcie Rathbun, Stephanie Suber, Joe Asare
2023 C conf
CNT: Semi-Automatic Translation from CWL to Nextflow for Genomic Workflows.
BIBE
Martin L. Putra, In Kee Kim, Haryadi S. Gunawi, Robert L. Grossman
2023 J jnl
Enhancing Instance-Level Image Classification with Set-Level Labels.
CoRR
Renyu Zhang, Aly A. Khan, Yuxin Chen, Robert L. Grossman
2023 A* conf
Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing.
ICLR
Renyu Zhang, Aly A. Khan, Robert L. Grossman, Yuxin Chen
2023 J jnl
Towards self-describing and FAIR bulk formats for biomedical data.
PLoS Comput. Biol.
Michael Lukowski, Andrew Prokhorenkov, Robert L. Grossman
2023 — conf
Transfer Learning for Mortality Prediction in Non-Small Cell Lung Cancer with Low-Resolution Histopathology Slide Snapshots.
MedInfo
Matthew Clark, Christopher Meyer, Jaime Ramos-Cejudo, Danne C. Elbers, Karen E. Pierce-Murray, Rafael Fricks, Gil Alterovitz, Luigi Rao, Mary T. Brophy, Nhan V. Do, Robert L. Grossman, Nathanael R. Fillmore
2022 J jnl
A Framework for the Interoperability of Cloud Platforms: Towards FAIR Data in SAFE Environments.
CoRR
Robert L. Grossman, Rebecca R. Boyles, Brandi N. Davis-Dusenbery, Amanda Haddock, Allison P. Heath, Brian D. O'Connor, Adam C. Resnick, Deanne M. Taylor, Stan Ahalt
2022 J jnl
Ten Lessons for Data Sharing With a Data Commons.
CoRR
Robert L. Grossman
2022 J jnl
The Biomedical Research Hub: a federated platform for patient research data.
J. Am. Medical Informatics Assoc.
Craig Barnes, Binam Bajracharya, Matthew Cannalte, Zakir Gowani, Will Haley, Taha A. Kass-Hout, Kyle Hernandez, Michael Ingram, Hara Prasad Juvvala, Gina Kuffel, Plamen Martinov, J. Montgomery Maxwell, John McCann, Ankit Malhotra, Noah Metoki-Shlubsky, Chris Meyer, Andre Paredes, Jawad Qureshi, Xenia Ritter, Philip Schumm, Mingfei Shao, Urvi Sheth, Trevar Simmons, Alexander Vantol, Zhenyu Zhang, Robert L. Grossman
2021 J jnl
BALanCe: Deep Bayesian Active Learning via Equivalence Class Annealing.
CoRR
Renyu Zhang, Aly A. Khan, Robert L. Grossman, Yuxin Chen
2021 — conf
Experiences in Managing the Performance and Reliability of a Large-Scale Genomics Cloud Platform.
USENIX ATC
Michael Hao Tong, Robert L. Grossman, Haryadi S. Gunawi
2020 — conf
Evaluating and interpreting caption prediction for histopathology images.
MLHC
Renyu Zhang, Christopher Weber, Robert L. Grossman, Aly A. Khan
2020 C conf
Evaluation of Hyperbolic Attention in Histopathology Images.
BIBE
Renyu Zhang, Aly A. Khan, Robert L. Grossman
2020 J jnl
HeartBioPortal2.0: new developments and updates for genetic ancestry and cardiometabolic quantitative traits in diverse human populations.
Database J. Biol. Databases Curation
Bohdan B. Khomtchouk, Christopher S. Nelson, Kasra A. Vand, Salvator Palmisano, Robert L. Grossman
2020 J jnl
The Veterans Affairs Precision Oncology Data Repository, a Clinical, Genomic, and Imaging Research Database.
Patterns
Danne C. Elbers, Nathanael R. Fillmore, Sung Feng-Chi, Spyridon S. Ganas, Alexander M. Prokhorenkov, Christopher Meyer, Robert B. Hall, Samuel Ajjarapu, Daniel C. Chen, Frank Meng, Robert L. Grossman, Mary T. Brophy, Nhan V. Do
2019 — conf
Machine Learning Methods to Predict Lung Cancer Survival Using the Veterans Affairs Research Precision Oncology Data Commons.
MedInfo
Nhan V. Do, Jaime C. Ramos, Nathanael R. Fillmore, Robert L. Grossman, Michael Sean Fitzsimons, Danne C. Elbers, Frank Meng, Brett R. Johnson, Samuel Ajjarapu, Corri L. DeDomenico, Karen E. Pierce-Murray, Robert B. Hall, Andrew F. Do, Kelly Gaynor, Peter L. Elkin, Mary T. Brophy
2018 J jnl
A framework for evaluating the analytic maturity of an organization.
Int. J. Inf. Manag.
Robert L. Grossman
2018 J jnl
Data Lakes, Clouds and Commons: A Review of Platforms for Analyzing and Sharing Genomic Data.
CoRR
Robert L. Grossman
2018 J jnl
The medical science DMZ: a network design pattern for data-intensive medical science.
J. Am. Medical Informatics Assoc.
Sean Peisert, Eli Dart, William K. Barnett, Edward Balas, James Cuff, Robert L. Grossman, Ari Berman, Anurag Shankar, Brian Tierney
2017 Misc conf
Designing and deploying a bioinformatics software-defined network exchange (SDX): Architecture, services, capabilities, and foundation technologies.
ICIN
Joe Mambretti, Jim Hao Chen, Fei Yeh, Robert L. Grossman, Piers Nash, Alison Heath, Renuka Arya, Stuti Agrawal, Zhenyu Zhang
2017 J jnl
Detecting Spatial Patterns of Disease in Large Collections of Electronic Medical Records Using Neighbor-Based Bootstrapping.
Big Data
Maria T. Patterson, Robert L. Grossman
2017 J jnl
The Matsu Wheel: a reanalysis framework for Earth satellite imagery in data commons.
Int. J. Data Sci. Anal.
Maria T. Patterson, Nikolas Anderson, Collin Bennett, Jacob Bruggemann, Robert L. Grossman, Matthew Handy, Vuong Ly, Daniel J. Mandl, Shane Pederson, James Pivarski, Ray Powell, Jonathan Spring, Walt Wells, John Xia
2016 J jnl
A Case for Data Commons: Toward Data Science as a Service.
Comput. Sci. Eng.
Robert L. Grossman, Allison P. Heath, Mark Murphy, Maria T. Patterson, Walt Wells
2016 J jnl
A Case for Data Commons: Towards Data Science as a Service.
CoRR
Robert L. Grossman, Allison P. Heath, Mark Murphy, Maria T. Patterson, Walt Wells
2016 A* conf
Deploying Analytics with the Portable Format for Analytics (PFA).
KDD
Jim Pivarski, Collin Bennett, Robert L. Grossman
2016 J jnl
The Design of a Community Science Cloud: The Open Science Data Cloud Perspective.
CoRR
Robert L. Grossman, Matthew Greenway, Allison P. Heath, Ray Powell, Rafael D. Suarez, Walt Wells, Kevin P. White, Malcolm P. Atkinson, Iraklis A. Klampanos, Heidi L. Alvarez, Christine Harvey, Joe Mambretti
2016 — conf
The Matsu Wheel: A Cloud-Based Framework for Efficient Analysis and Reanalysis of Earth Satellite Imagery.
BigDataService
Maria T. Patterson, Nikolas Anderson, Collin Bennett, Jacob Bruggemann, Robert L. Grossman, Matthew Handy, Vuong Ly, Daniel J. Mandl, Shane Pederson, James Pivarski, Ray Powell, Jonathan Spring, Walt Wells, John Xia
2016 J jnl
The Matsu Wheel: A Cloud-based Framework for Efficient Analysis and Reanalysis of Earth Satellite Imagery.
CoRR
Maria T. Patterson, Nikolas Anderson, Collin Bennett, Jacob Bruggemann, Robert L. Grossman, Matthew Handy, Vuong Ly, Dan Mandl, Shane Pederson, Jim Pivarski, Ray Powell, Jonathan Spring, Walt Wells
2016 J jnl
The Medical Science DMZ.
J. Am. Medical Informatics Assoc.
Sean Peisert, William K. Barnett, Eli Dart, James Cuff, Robert L. Grossman, Edward B. Talbot, Ari Berman, Anurag Shankar, Brian Tierney
2014 J jnl
Bionimbus: a cloud for managing, analyzing and sharing large genomics datasets.
J. Am. Medical Informatics Assoc.
Allison P. Heath, Matthew Greenway, Ray Powell, Jonathan Spring, Rafael D. Suarez, David Hanley, Chai Bandlamudi, Megan E. McNerney, Kevin P. White, Robert L. Grossman
2013 A* ed.
The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013
KDD
Inderjit S. Dhillon, Yehuda Koren, Rayid Ghani, Ted E. Senator, Paul Bradley, Rajesh Parekh, Jingrui He, Robert L. Grossman, Ramasamy Uthurusamy
2013 J jnl
Use of the Earth Observing One (EO-1) Satellite for the Namibia SensorWeb Flood Early Warning Pilot.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Daniel J. Mandl, Stuart Frye, Pat Cappelaere, Matthew Handy, Fritz Policelli, McCloud Katjizeu, Guido Van Langenhove, Guy Aubé, Jean-Francois Saulnier, Rob Sohlberg, Julie A. Silva, Nataliia Kussul, Sergii Skakun, Stephen G. Ungar, Robert L. Grossman, Jörg Szarzynski
2012 — conf
Discovering geometric patterns in genomic data.
BCB
Wenxuan Gao, Lijia Ma, Christopher Brown, Matthew Slattery, Philip S. Yu, Robert L. Grossman, Kevin P. White
2012 — conf
OpenFlow Enabled Hadoop over Local and Wide Area Clusters.
SC Companion
Sandhya Narayan, Stuart Bailey, Anand Daga, Matthew Greenway, Robert L. Grossman, Allison P. Heath, Ray Powell
2012 — conf
The Design of a Community Science Cloud: The Open Science Data Cloud Perspective.
SC Companion
Robert L. Grossman, Matthew Greenway, Allison P. Heath, Ray Powell, Rafael D. Suarez, Walt Wells, Kevin P. White, Malcolm P. Atkinson, Iraklis A. Klampanos, Heidi L. Alvarez, Christine Harvey, Joe Mambretti
2012 C conf
The Namibia Early Flood Warning System, a CEOS pilot project.
IGARSS
Daniel J. Mandl, Stuart Frye, Rob Sohlberg, Pat Cappelaere, Matthew Handy, Robert L. Grossman
2011 J jnl
Toward Efficient and Simplified Distributed Data Intensive Computing.
IEEE Trans. Parallel Distributed Syst.
Yunhong Gu, Robert L. Grossman
2010 A conf
An overview of the Open Science Data Cloud.
HPDC
Robert L. Grossman, Yunhong Gu, Joe Mambretti, Michal Sabala, Alexander S. Szalay, Kevin P. White
2010 J jnl
MalStone: Towards A Benchmark for Analytics on Large Data Clouds
CoRR
Collin Bennett, Robert L. Grossman, David Locke, Jonathan Seidman, Steve Vejcik
2010 A* conf
Malstone: towards a benchmark for analytics on large data clouds.
KDD
Collin Bennett, Robert L. Grossman, David Locke, Jonathan Seidman, Steve Vejcik
2010 — conf
Processing massive sized graphs using Sector/Sphere.
MTAGS@SC
Yunhong Gu, Li Lu, Robert L. Grossman, Andy Yoo
2010 J jnl
Sector: A high performance wide area community data storage and sharing system.
Future Gener. Comput. Syst.
Yunhong Gu, Robert L. Grossman
2010 — conf
dMaximalCliques: A Distributed Algorithm for Enumerating All Maximal Cliques and Maximal Clique Distribution.
ICDM Workshops
Li Lu, Yunhong Gu, Robert L. Grossman
2010 — conf
dSimpleGraph: A Novel Distributed Clustering Algorithm for Exploring Very Large Scale Unknown Data Sets.
ICDM Workshops
Li Lu, Yunhong Gu, Robert L. Grossman
2009 J jnl
Compute and storage clouds using wide area high performance networks.
Future Gener. Comput. Syst.
Robert L. Grossman, Yunhong Gu, Michal Sabala, Wanzhi Zhang
2009 J jnl
Flynet: a genomic resource for
Bioinform.
Feng Tian, Parantu K. Shah, Xiangjun Liu, Nicolas N. Negre, Jia Chen, Oleksiy Karpenko, Kevin P. White, Robert L. Grossman
2009 — conf
Lessons learned from a year's worth of benchmarks of large data clouds.
SC-MTAGS
Yunhong Gu, Robert L. Grossman
2009 J jnl
On the Varieties of Clouds for Data Intensive Computing.
IEEE Data Eng. Bull.
Robert L. Grossman, Yunhong Gu
2009 J jnl
Open source analytics: an introduction to the special issue.
SIGKDD Explor.
Robert L. Grossman
2009 J jnl
The Case for Cloud Computing.
IT Prof.
Robert L. Grossman
2009 J jnl
The Open Cloud Testbed: A Wide Area Testbed for Cloud Computing Utilizing High Performance Network Services
CoRR
Robert L. Grossman, Yunhong Gu, Michal Sabala, Collin Bennett, Jonathan Seidman, Joe Mambretti
2009 — conf
The Open Cloud Testbed: Supporting Open Source Cloud Computing Systems Based on Large Scale High Performance, Dynamic Network Services.
GridNets
Robert L. Grossman, Yunhong Gu, Michal Sabala, Collin Bennett, Jonathan Seidman, Joe Mambretti
2009 J jnl
What is analytic infrastructure and why should you care?
SIGKDD Explor.
Robert L. Grossman
2009 — conf
Why Naive Ensembles Do Not Work in Cloud Computing.
ICDM Workshops
Wenxuan Gao, Robert L. Grossman, Philip S. Yu, Yunhong Gu
2008 J jnl
Compute and Storage Clouds Using Wide Area High Performance Networks
CoRR
Robert L. Grossman, Yunhong Gu, Michal Sabala, Wanzhi Zhang
2008 J jnl
Data Mining Using High Performance Data Clouds: Experimental Studies Using Sector and Sphere
CoRR
Robert L. Grossman, Yunhong Gu
2008 A* conf
Data mining using high performance data clouds: experimental studies using sector and sphere.
KDD
Robert L. Grossman, Yunhong Gu
2008 — ch.
Discovering Emergent Behavior from Network Packet Data.
Next Generation of Data Mining
Robert L. Grossman, Michal Sabala, Yunhong Gu, Anushka Anand, Matt Handley, Rajmonda Sulo Caceres, Lee Wilkinson
2008 — conf
Exploring data parallelism and locality in wide area networks.
MTAGS@SC
Yunhong Gu, Robert L. Grossman
2008 J jnl
Sector and Sphere: Towards Simplified Storage and Processing of Large Scale Distributed Data
CoRR
Yunhong Gu, Robert L. Grossman
2008 — conf
UDTv4: Improvements in Performance and Usability.
GridNets
Yunhong Gu, Robert L. Grossman
2007 — conf
A peer-to-peer infrastructure for distributing large scientific data sets over wide area high-performance networks: experimental studies using wide area layer 2 services.
GridNets
Yunhong Gu, Robert L. Grossman, Joe Mambretti
2007 — conf
An Alert Management Approach To Data Quality: Lessons Learned From The Visa Data Authority Program.
ICIQ
Joseph Bugajski, Robert L. Grossman
2007 — conf
An Algorithm for Assigning Unique Keys to Metabolic Pathways.
BIBM
Fang Fang, Robert L. Grossman, Xiangjun Liu
2007 A* conf
Detecting changes in large data sets of payment card data: a case study.
KDD
Chris Curry, Robert L. Grossman, David Locke, Steve Vejcik, Joseph Bugajski
2007 A* conf
Outlier Detection with Streaming Dyadic Decomposition.
ICDM
Chetan Gupta, Robert L. Grossman
2007 J jnl
UDT: UDP-based data transfer for high-speed wide area networks.
Comput. Networks
Yunhong Gu, Robert L. Grossman
2006 A conf
A Service Oriented Architecture Supporting Data Interoperability for Payments Card Processing Systems.
ICSOC
Joseph Bugajski, Robert L. Grossman, Steve Vejcik
2006 A conf
Bandwidth challenge - Transporting sloan digital sky survey data using SECTOR.
SC
Robert L. Grossman, Yunhong Gu, Michal Sabala, Shirley Connelly, David Hanley, Joe Mambretti, Alexander S. Szalay, Ani Thakar, Jan vandenBerg, Alainna Wonders
2006 J jnl
Data mining middleware for wide-area high-performance networks.
Future Gener. Comput. Syst.
Robert L. Grossman, Yunhong Gu, David Hanley, Michal Sabala, Joe Mambretti, Alexander S. Szalay, Ani Thakar, Kazumi Kumazoe, Yuji Oie, Minsun Lee, Yoonjoo Kwon, Woojin Seok
2006 B conf
Distributing the Sloan Digital Sky Survey Using UDT and Sector.
e-Science
Yunhong Gu, Robert L. Grossman, Alexander S. Szalay, Ani Thakar
2006 J jnl
High-Dimensional Visual Analytics: Interactive Exploration Guided by Pairwise Views of Point Distributions.
IEEE Trans. Vis. Comput. Graph.
Leland Wilkinson, Anushka Anand, Robert L. Grossman
2006 J jnl
KDD workshop on data mining standards, services & platforms (DM-SSP) 2006.
SIGKDD Explor.
Robert L. Grossman
2006 — conf
Monitoring Data Quality for Very High Volume Transaction Systems.
ICIQ
Joseph Bugajski, Robert L. Grossman, Eric E. Sumner Jr., Steve Vejcik
2006 B conf
SDCS: Simplified Data Communications in Parallel/Distributed Applications.
CCGRID
Yong Mao, Yunhong Gu, Jia Chen, Robert L. Grossman
2006 — conf
Using Term Lists and Inverted Files to Improve Search Speed for Metabolic Pathway Databases.
DILS
Greeshma Neglur, Robert L. Grossman, Natalia Maltsev, Clement T. Yu
2005 — conf
A Methodology for Establishing Information Quality Baselines for Complex, Distributed Systems.
ICIQ
Joseph Bugajski, Robert L. Grossman, Eric E. Sumner Jr., Tao Zhang
2005 — conf
An event based framework for improving information quality that integrates baseline models, causal models and formal reference models.
IQIS
Joseph Bugajski, Robert L. Grossman, Eric E. Sumner Jr., Zhao Tang
2005 — conf
Assigning Unique Keys to Chemical Compounds for Data Integration: Some Interesting Counter Examples.
DILS
Greeshma Neglur, Robert L. Grossman, Bing Liu
2005 J jnl
Differential algebra structures on families of trees.
Adv. Appl. Math.
Robert L. Grossman, Richard G. Larson
2005 — conf
Graph-Theoretic Scagnostics.
INFOVIS
Leland Wilkinson, Anushka Anand, Robert L. Grossman
2005 A conf
Real Time Change Detection and Alerts from Highway Traffic Data.
SC
Robert L. Grossman, Michal Sabala, Anushka Anand, Steve Eick, Leland Wilkinson, Pei Zhang, John Chaves, Steve Vejcik, John F. Dillenburg, Peter C. Nelson, Doug Rorem, Javid Alimohideen, Jason Leigh, Michael E. Papka, Rick L. Stevens
2005 J jnl
Simple Available Bandwidth Utilization Library for High-Speed Wide Area Networks.
J. Supercomput.
Robert L. Grossman, Marco Mazzucco, Harimath Sivakumar, Y. Pan, Q. Zhang
2005 A conf
Supporting Configurable Congestion Control in Data Transport Services.
SC
Yunhong Gu, Robert L. Grossman
2005 J jnl
Teraflows over Gigabit WANs with UDT.
Future Gener. Comput. Syst.
Robert L. Grossman, Yunhong Gu, Xinwei Hong, Antony Antony, Johan Blom, Freek Dijkstra, Cees de Laat
2005 Misc conf
Visual browsing of remote and distributed data.
Visualization and Data Analysis
Parthasarathy Krishnaswamy, Stephen G. Eick, Robert L. Grossman
2004 A* conf
A Greedy Algorithm for Selecting Models in Ensembles.
ICDM
Andrei L. Turinsky, Robert L. Grossman
2004 J jnl
An Empirical Study of the Universal Chemical Key Algorithm for Assigning Unique Keys to Chemical Compounds.
J. Bioinform. Comput. Biol.
Robert L. Grossman, Pavan Kasturi, Donald Hamelberg, Bing Liu
2004 J jnl
Data mining standards, services, and platforms 2004 (DM-SSP 2004).
SIGKDD Explor.
Robert L. Grossman
2004 A conf
Experiences in Design and Implementation of a High Performance Transport Protocol.
SC
Yunhong Gu, Xinwei Hong, Robert L. Grossman
2004 C conf
Experimental Studies Using Median Polish Procedure to Reduce Alarm Rates in Data Cubes of Intrusion Data.
ISI
Jorge Levera, Benjamín Barán, Robert L. Grossman
2004 J jnl
Experimental studies of data transport and data access of earth-science data over networks with high bandwidth delay products.
Comput. Networks
Robert L. Grossman, Yunhong Gu, David Hanley, Xinwei Hong, Babu Krishnaswamy
2004 A conf
GenIc: A Single-Pass Generalized Incremental Algorithm for Clustering.
SDM
Chetan Gupta, Robert L. Grossman
2004 J jnl
Mining Web Pages for Data Records.
IEEE Intell. Syst.
Bing Liu, Robert L. Grossman, Yanhong Zhai
2004 Misc conf
Using DataSpace Archives to Support Long-Term Stewardship of Remote and Distributed Data.
MSST
Robert L. Grossman, David Hanley, Xinwei Hong, Parthasarathy Krishnaswamy
2004 — conf
Visual Browsing of Remote and Distributed Data.
INFOVIS
Parthasarathy Krishnaswamy, Stephen G. Eick, Robert L. Grossman
2003 — conf
A Case for the Global Access to Large Distributed Data Sets Using Data Webs Employing Photonic Data Services.
IEEE Symposium on Mass Storage Systems
Robert L. Grossman, Yunhong Gu, David Hanley, Xinwei Hong, Jorge Levera, Marco Mazzucco, Dave Lillethun, Joe Mambretti, Jeremy Weinberger
2003 J jnl
Data integration in a bandwidth-rich world.
Commun. ACM
Ian T. Foster, Robert L. Grossman
2003 J jnl
Data webs for earth science data.
Parallel Comput.
Asvin Ananthanarayan, Rajiv Balachandran, Robert L. Grossman, Yunhong Gu, Xinwei Hong, Jorge Levera, Marco Mazzucco
2003 — conf
Experimental Studies of the Universal Chemical Key (UCK)Algorithm on the NCI Database of Chemical Compounds.
CSB
Robert L. Grossman, Pavan Kasturi, Donald Hamelberg, Bing Liu
2003 J jnl
Experimental studies using photonic data services at IGrid 2002.
Future Gener. Comput. Syst.
Robert L. Grossman, Yunhong Gu, Don Hamelburg, David Hanley, Xinwei Hong, Jorge Levera, Dave Lillethun, Marco Mazzucco, Joe Mambretti, Jeremy Weinberger
2003 J jnl
KDD-2003 workshop on data mining standards, services and platforms (DM-SSP 03).
SIGKDD Explor.
Robert L. Grossman
2003 A* conf
Mining data records in Web pages.
KDD
Bing Liu, Robert L. Grossman, Yanhong Zhai
2003 J jnl
SABUL: A Transport Protocol for Grid Computing.
J. Grid Comput.
Yunhong Gu, Robert L. Grossman
2003 J jnl
TeraScope: distributed visual data mining of terascale data sets over photonic networks.
Future Gener. Comput. Syst.
Chong Zhang, Jason Leigh, Thomas A. DeFanti, Marco Mazzucco, Robert L. Grossman
2003 J jnl
The Photonic TeraStream: enabling next generation applications through intelligent optical networking at iGRID2002.
Future Gener. Comput. Syst.
Joe Mambretti, Jeremy Weinberger, Jim Hao Chen, Elizabeth Bacon, Fei Yeh, Dave Lillethun, Robert L. Grossman, Yunhong Gu, Marco Mazzucco
2003 J jnl
Transport protocols for high performance.
Commun. ACM
Aaron Falk, Theodore Faber, Joseph A. Bannister, Andrew A. Chien, Robert L. Grossman, Jason Leigh
2002 A* conf
An Algebraic Approach to Data Mining: Some Examples.
ICDM
Robert L. Grossman, Richard G. Larson
2002 J jnl
Data mining standards initiatives.
Commun. ACM
Robert L. Grossman, Mark F. Hornick, Gregor Meyer
2002 J jnl
DataSpace: a data Web for the exploratory analysis and mining of data.
Comput. Sci. Eng.
Robert L. Grossman, Marco Mazzucco
2002 A conf
Merging multiple data streams on common keys over high performance networks.
SC
Marco Mazzucco, Asvin Ananthanarayan, Robert L. Grossman, Jorge Levera, Gokulnath Bhagavantha Rao
2002 A ed.
Proceedings of the Second SIAM International Conference on Data Mining, Arlington, VA, USA, April 11-13, 2002
SDM
Robert L. Grossman, Jiawei Han, Vipin Kumar, Heikki Mannila, Rajeev Motwani
2001 A ed.
Proceedings of the First SIAM International Conference on Data Mining, SDM 2001, Chicago, IL, USA, April 5-7, 2001
SDM
Vipin Kumar, Robert L. Grossman
2000 A conf
PSockets: The Case for Application-level Network Striping for Data Intensive Applications using High Speed Wide Area Networks.
SC
Harimath Sivakumar, Stuart Bailey, Robert L. Grossman
2000 B conf
Performance of DB2 Enterprise-Extended Edition on NT with Virtual Interface Architecture.
EDBT
Sivakumar Harinath, Robert L. Grossman, K. Bernhard Schiefer, Xun Xue, Sadique Syed
1999 — conf
A High Performance Implementation of the Data Space Transfer Protocol (DSTP).
Large-Scale Parallel Data Mining
Stuart Bailey, Emory Creel, Robert L. Grossman, Srinath Gutti, Harimath Sivakumar
1999 A conf
A Methodology for Supporting Collaborative Exploratory Analysis of Massive Data Sets in Tele-Immersive Environments.
HPDC
Jason Leigh, Andrew E. Johnson, Thomas A. DeFanti, Stuart Bailey, Robert L. Grossman
1999 J jnl
Editorial.
Data Min. Knowl. Discov.
Yike Guo, Robert L. Grossman
1999 A conf
Papyrus: A System for Data Mining over Local and Wide Area Clusters and Super-Clusters.
SC
Stuart Bailey, Robert L. Grossman, Harimath Sivakumar, Andrei L. Turinsky
1999 J jnl
The management and mining of multiple predictive models using the predictive modeling markup language.
Inf. Softw. Technol.
Robert L. Grossman, Stuart Bailey, Ashok Ramu, Balinder Malhi, Philip Hallstrom, Ivan Pulleyn, Xiao Qin
1997 — conf
A Tutorial Introduction to High Performance Data Mining (Abstract).
PKDD
Robert L. Grossman
1996 — conf
Data Mining Using Light Weight Object Management in Clustered Computing Environments.
POS
Robert L. Grossman, Stuart Bailey, David Hanley
1996 A* conf
Data Mining and Tree-Based Optimization.
KDD
Robert L. Grossman, Haim Bodek, Dave Northcutt, H. Vincent Poor
1996 J jnl
Database Mining Challenges for Digital Libraries.
ACM Comput. Surv.
Robert L. Grossman
1996 — conf
Optimization driven data mining and credit scoring.
CIFEr
Robert L. Grossman, H. Vincent Poor
1995 — conf
A Data Intensive Computing Approach to Path Planning and Mode Management for Hybrid Systems.
Hybrid Systems
Stuart Bailey, Robert L. Grossman, L. Gu, David Hanley
1995 J jnl
An Algebraic Approach to Hybrid Systems.
Theor. Comput. Sci.
Robert L. Grossman, Richard G. Larson
1995 — conf
An Architecture for a Scalable, High-Performance Digital Library.
IEEE Symposium on Mass Storage Systems
Robert L. Grossman, Xiao Qin, Wen Xu, Harry Hulen, Terry Tyler
1995 — conf
Caching and Migration for Multilevel Persistent Object Stores.
IEEE Symposium on Mass Storage Systems
Robert L. Grossman, David Hanley, Xiao Qin
1995 J jnl
Clusters, meta-clusters, and digital libraries: digital libraries for scientific, engineering and medical applications.
SIGWEB Newsl.
Stuart Bailey, Robert L. Grossman, David Hanley
1995 — conf
Lightweight video service for multi-media digital libraries.
CASCON
Shitij Mutreja, Stuart Bailey, Robert L. Grossman, David Hanley
1995 — conf
PTool: A Light Weight Persistent Object Manager.
SIGMOD Conference
Robert L. Grossman, David Hanley, Xiao Qin
1995 B conf
The Symbolic Computation of Differential Invariants of Polynomial Vector Field Systems Using Trees.
ISSAC
M. J. Doffou, Robert L. Grossman
1994 B conf
Analyzing High Energy Physics Data Using Databases: A Case Study.
SSDBM
Robert L. Grossman, Xiao Qin, D. Valsamis, Wen Xu, Christopher T. Day, Stewart C. Loken, J. F. MacFarlane, David R. Quarrie, Edward N. May, David Lifka, David M. Malon, L. E. Price, A. Baden, L. Cormell, Phil Leibold, D. Liu, U. Nixdorf, B. Scipioni, T. Song
1994 — conf
Hybrid Systems and Quantum Automata: Preliminary Announcement.
Hybrid Systems
Robert L. Grossman, M. Sweedler
1994 — conf
Managing Physical Folios of Objects Between Nodes.
POS
Robert L. Grossman, N. Araujo, Xiao Qin, Wen Xu
1994 — conf
Ptool: A Scalable Persistent Object Manager.
SIGMOD Conference
Robert L. Grossman, Xiao Qin
1994 J jnl
Visibility with a Moving Point of View.
Algorithmica
Marshall W. Bern, David P. Dobkin, David Eppstein, Robert L. Grossman
1993 — conf
A proof-of-concept implementation interfacing an object manager with a hierarchical storage system.
MSS
Robert L. Grossman, Xiao Qin, D. Lifka
1993 — ed.
Hybrid Systems
Hybrid Systems, Proceedings of the First International Workshop on Hybrid Systems, Cornell University, USA, June 1991, and the Second International Workshop on Hybrid Systems, Lyngby, Denmark, October 1992.
Robert L. Grossman, Anil Nerode, Anders P. Ravn, Hans Rischel
1993 — conf
Panel: Scientific Databases.
FODO
Robert L. Grossman, Yannis E. Ioannidis, Edward N. May, Sakti Pramanik, Ruth Pordes
1993 — conf
Requirements for a system to analyze high energy physics events using database computing.
MSS
Edward N. May, D. Lifka, E. Lusk, L. E. Price, C. T. Day, Stewart C. Loken, J. F. MacFarlane, A. Baden, Robert L. Grossman, X. Qin, L. Cormell, A. Gauthier, Phil Leibold, J. Marstaller, U. Nixdorf, B. Scipioni
1993 J jnl
Wavelet transforms associated with finite cyclic groups.
IEEE Trans. Inf. Theory
Giuseppe Caire, Robert L. Grossman, H. Vincent Poor
1992 — conf
Introduction.
Hybrid Systems
Robert L. Grossman, Anil Nerode, Anders P. Ravn, Hans Rischel
1992 — conf
Some Remarks About Flows in Hybrid Systems.
Hybrid Systems
Robert L. Grossman, Richard G. Larson
1992 J jnl
Symbolic Computation of Derivations Using Labeled Trees.
J. Symb. Comput.
Robert L. Grossman, Richard G. Larson
1992 B conf
The Explicit Computation of Integration Algorithms and First Integrals for Ordinary Differential Equations with Polynomial Coefficients Using Trees.
ISSAC
Peter E. Crouch, Robert L. Grossman
1991 B conf
Computations Involving Differential Operators and Their Actions on Functions.
ISSAC
Peter E. Crouch, Robert L. Grossman, Richard G. Larson
1990 A* conf
Visibility with a Moving Point of View.
SODA
Marshall W. Bern, David P. Dobkin, David Eppstein, Robert L. Grossman
1989 B conf
Labeled Trees and the Efficient Computation of Derivations.
ISSAC
Robert L. Grossman, Richard G. Larson