1. P. Hallstrom, I. Pulleyn and X. Qin, "The Management and Mining of Multiple Predictive Models Using the Predictive Modeling Markup Language (PMML)," Information and Software Technology, p. 589, vol. 41, (1999).
2. R. L. Grossman and R. G. Larson, "An Algebraic Approach to Data Mining: Some Examples," Proceedings of the 2002 IEEE International Conference on Data Mining, IEEE Computer Society, Los Alamitos, California, p. 613, (2002).
3. Robert L. Grossman, Yunhong Gu, Dave Hanley, Xinwei Hong, Dave Lillethun, Jorge Levera, Joe Mambretti, Marco Mazzucco, and Jeremy Weinberger, "Experimental Studies Using Photonic Data Services at IGrid 2002," Journal of Future Computer Systems, p. 945, vol. 19, (2003).
4. Asvin Ananthanarayan, Rajiv Balachandran, Yunhong Gu, Robert Grossman, Xinwei Hong, Jorge Levera, Marco Mazzucco, "Data Webs for Earth Science Data," Parallel Computing, p. 1363, vol. 29, (2003).
5. Chong Zhang, Jason Leigh, Thomas A. DeFanti, Marco Mazzucco and Robert Grossman, "TeraScope: Distributed Visual Data Mining of Terascale Data Sets Over Photonic Networks," Journal of Future Computer Systems, p. 935, vol. 19, (2003).
6. Robert L. Grossman, Yunhong Gu, Dave Hanley, Xinwei Hong, Dave Lillethun, Jorge Levera, Joe Mambretti, Marco Mazzucco, and Jeremy Weinberger, "Global Access to Large Distributed Data Sets using Photonic Data Services," Proceedings of the 20th IEEE/11th NASA Goddard Conference on Mass Storage Systems and Technologies (MSST 2003), IEEE Computer Society, Los Alamitos, California, p. 62, (2003).
7. T. A. DeFanti, J. Leigh, M. D. Brown, D. J. Sandin, O. Yu, C. Zhang, Rajvikram Singh, E. He, J. Alimohideen, N. K. Krishnaprasad, R. Grossman, M. Mazzucco, L. Smarr, M. Ellisman, P. Papadopoulos, A. Chien, J. Orcut, "Teleimmersion and Visualization with the OptIPuter," Proceedings of the 12th International Conference on Artificial Reality and Telexistence (ICAT 2002), Ohmsha/IOS Press. Accepted
8. J. Mambretti, J. Weinberger, J. Chen, E. Bacon, F. Yeh, D. Lillethun, R. Grossman, Y. Gu, M. Mazzuco, "The Photonic TeraStream: Enabling Next Generation Applications Through Intelligent Optical Networking at iGrid 2002," Journal of Future Computer Systems, Elsevier Press, p.897, vol. 19, (2002).
9. Robert Grossman, and Marco Mazzucco, "DataSpace - A Web Infrastructure for the Exploratory Analysis and Mining of Data," IEEE Computing in Science and Engineering, p. 44, vol. Jul/Aug, (2002).
10. Robert Grossman, Mark Hornick, and Gregor Meyer, "Data Mining Standards Initiatives," Communications of the ACM, p. 59, vol. 45-8, (2002).
11. Marco Mazzucco, Asvin Ananthanarayan, Robert L. Grossman, Jorge Levera, and Gokulnath Bhagavantha Rao, "Merging Multiple Data Streams on Common Keys over High Performance Networks," Proceedings of the IEEE/ACM SC2002 Conference, p. 67, (2002).
12. Chetan Gupta and Robert L. Grossman, "GenIc: A Single Pass Generalized Incremental Algorithm for Clustering," Proceedings of the Fourth {SIAM} International Conference on Data Mining (SDM 04), Lake Buena Vista, Florida, April 22-24, 2004, SIAM.
13. Robert L. Grossman, Yunhong Gu, Chetan Gupta, David Hanley, Xinwei Hong, and Parthasarathy Krishnaswamy, "Web-Service Based Data Mining Middleware for Grid Computing Environments," 7th International Workshop on High Performance and Distributed Mining, in association with the Fourth International SIAM Conference on Data Mining. Accepted
14. H. Sivakumar, R. L. Grossman, M. Mazzucco, Y. Pan, Q. Zhang, "Simple Available Bandwidth Utilization Library for High-Speed Wide Area Networks," Journal of Supercomputing, 2004. Accepted
15. Robert L. Grossman, Pavan Kasturi, Donald Hamelberg, Bing Liu, "An Empirical Study of the Universal Chemical Key Algorithm for Assigning Unique Keys to Chemical Compounds," Journal of Bioinformatics and Computational Biology, 2004. Accepted
16. Yunhong Gu and Robert L. Grossman, "SABUL: A Transport Protocol for Grid Computing," Journal of Grid Computing, Accepted
17. Ian Foster and Robert L. Grossman, "Data Integration in a Bandwidth Rich World," Communications ACM, p. 50, vol. 46, (2003).
18. Chien, T. Faber, A. Falk, J. Bannister, R. Grossman, J. Leigh, "Transport Protocols for High Performance: Whither TCP?", Communications ACM, p. 42, vol. 46, (2003).
19. R.L. Grossman, Y. Gu, D. Hanley, X. Hong, and G. Rao, "Open DMIX - Data Integration and Exploration Services for Data Grids, Data Web and Knowledge Grid Applications," Proceedings of the IEEE Workshop on Knowledge Grid and Grid Intelligence (KGGI 03), (2003).
20. Bing Liu, Robert L. Grossman, and Yanhong Zhai, "Mining Data Records in Web Pages," Proceedings of The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 03), p. 601, (2003).
21. Jorge Levera, Benjamin Barin, and Robert Grossman, , Hsinchun Chen, Reagan Moore, Daniel Zeng, John Jeavitt, editors., "Experimental Studies Using Median Polish Procedures to Reduce Alarm Rates in Data Cubes of Intrusion Data, Intelligence and Security Informatics for National and Homeland Security," LNCS 3073, Springer Verlag, New York, p. 482, (2004).
22. Parthasarathy Krishnaswamy, Stephen G. Eick, and Robert L. Grossman, "Visual Browsing of Remote and Distributed Data," InfoVis, (2004).
23. Robert L. Grossman, Yunhong Gu, David Hanley, and Xinwei Hong, "Experimental Studies of Transport, Integration, and Mining of Distributed Network Intrusion Data Using High Performance Web Services," SC 04, (2004).
24. Joseph Bugajski, Robert L. Grossman, Eric Sumner and Zhao Tang, "An Event Based Framework for Improving Information Quality That Integrates Baseline Models, Causal Models and Formal Reference Models," Second International ACM SIGMOD Workshop on Information Quality in Information Systems (IQIS 2005), co-located with ACM SIGMOD/PODS 2005, (2005).

Books or Other One-time Publications

1. H. Sivakumar, R. Grossman, B. Schiefer, X. Xue, and S. Syed, "Performance of DB2 UDB EEE on NT with Virtual Interface Architecture," (2000). Lecture notes, Lecture notes for a conference
   Lecture Notes in Computer Science: Advances in Database Technology EDBT 2000, 7th International Conference on Extending Database Technology Konstanz, Germany March 2000
2. R. L. Grossman, S. Bailey, A. Ramu, B. Malhi and H. Sivakumar, A. Turinsky, "Papyrus: A System for Data Mining over Local and Wide Area Clusters and Super-Clusters," (1999). Notes from SC 99.
   Proceedings of Supercomputing 1999, IEEE.
3. S. Bailey, R. Grossman, S. Gutti, and H. Sivakumar, "A High Performance Implementation of the Data Space Transfer Protocol (DSTP)," (2000). Book.
   Editor(s): M.J. Zaki and C.T. Ho Collection: Large-Scale Parallel Data Mining
   Springer Verlag, Berlin, 2000, pages 55-64.
4. R. L. Grossman and Yike Guo, "Parallel Methods for Scaling Data Mining Algorithms to Large Data Sets," (2002). Book.
   Editor(s): Jan M Zytkow Collection: Handbook on Data Mining and Knowledge Discovery
   Oxford University Press
5. R. Hollebeek and R. L. Grossman, "The National Scalable Cluster Project: Three Lessons about High Performance Data Mining and Data Intensive Computing," (2002). Book.
   Editor(s): J. Abello, P. M. Pardalos, and M. G. C. Resende
   Handbook of Massive Data Sets Bibliography: Kluwer Publications
6. Andrei L. Turinsky and Robert L. Grossman, "Intermediate Strategies: A Framework for Balancing Cost and Accuracy in Distributed Data Mining, Knowledge and Information Systems and In-Place Strategies," (2004). Book. Accepted
   
7. R. L. Grossman, S. Bailey, A. Ramu, B. Malhi and A.Turinsky, "The Preliminary Design of Papyrus: A System for HighPerformance, Distributed Data Mining over Clusters," (2000). Book.
   Editor(s): H. Kargupta and P. Chan
   Collection: Advances in Distributed and Parallel Knowledge Discovery
   AAAI Press/The MIT Press, Menlo Park, California, pages 259-275
8. N. Sawant, C. Scharver, J. Leigh, A Johnson, G. Reinhart, E. Creel, S. Batchu, S. Bailey, R. L. Grossman, "The Tele-Immersive Data Explorer: A Distributed Architecture for CollaborativeInteractive Visualization ofLarge Data-sets," (2000). Workshop paper.
   4th International Immersive Projection TechnologyWorkshop, Ames, Iowa, June 19-20, 2000
9. H. Sivakumar, S. Bailey, R. L. Grossman, "PSockets: The Case for Application-level Network Striping for Data Intensive Applications using High Speed Wide Area Networks," (2000). Workshop Paper.
   Proceedings of Supercomputing 2000, IEEE and ACM.
10. Robert Grossman, Mark Hornick, and Gregor Meyer, "Emerging Standards and Interfaces in Data Mining," (2003). Book.
    Nong Ye Collection: Handbook of Data Mining
    Lawrence Erlbaum Associates, Publishers
11. M. Cornelson, E. Greengrass, R. L. Grossman, R. Karidi, and D. Shnidman, "Combining Information Retrieval Algorithms Using MachineLearning," (2003). Book, Published
    Editor(s): Michael W. Berry
    Survey of Text Mining: Clustering, Classification, and Retrieval
    Springer-Verlag
12. Robert Grossman, Emory Creel, Marco Mazzucco, and Roy Williams, "A DataSpace Infrastructure for Astronomical Data," (2001). Book, Published
    Editor(s): R. L. Grossman, C. Kamath, W. Philip Kegelmeye, V. Kumar, and R. Namburu
    Data Mining for Scientific and Engineering Applications
    Kluwer Academic Publishers
13. Multiple Authors, "Data Mining for Scientific and Engineering Applications," (2001). Book, Published
    Editor(s): Robert L. Grossman, Chandrika Kamath, Philip Kegelmeyer, Vipin Kumar, and Raju R. Namburu
    Kluwer Academic Publishing
14. Multiple Authors, "Proceedings of the Second SIAM International Conference on Data Mining," (2002). Book, Published
    Editor(s): Robert Grossman, Jiawei Han, Vipin Kumar, Heikki Mannila, and Rajeev Motwani
    Society for Industrial and Applied Mathematics (SIAM)
15. Robert L. Grossman, Yunhong Gu, Dave Hanley, Xinwei Hong, Dave Lillethun, Jorge Levera, Joe Mambretti, Marco Mazzucco, and Jeremy Weinberger, "Photonic Data Services: Integrating Path, Network and Data Services to Support Next Generation Data Mining Applications," (2004). Book, Published
    Editor(s): H. Kargupta, A. Joshi, K. Sivakumar, and Y. Yesha
    Data Mining: Next Generation Challenges and Future Directions
    AAAI Press
16. Jorge Levera, Benjamin Barán, and Robert Grossman, "Experimental Studies Using Median Polish Procedures to Reduce Alarm Rates in Data Cubes of Intrusion Data," (2004). Book, Published
    Editor(s): Hsinchun Chen, Reagan Moore, Daniel Zeng, John Jeavitt
    Intelligence and Security Informatics for National and Homeland Security
    LNCS 3073, Springer Verlag, New York
17. Robert L. Grossman, "Alert Management Systems: A Quick Introduction," in Managing Cyber Threats: Issues, Approaches, and Challenges." Book.
    Editors: Vipin Kumar, Jaideep Srivastava, Aleksandar Lazarevic
    Kluwer Academic Publisher. 2005.

1. Robert Grossman, and Marco Mazzucco, "DataSpace - A Web Infrastructure for the Exploratory Analysis and Mining of Data," IEEE Computing in Science and Engineering, p. 44, vol. Jul/Aug, (2002).
2. Robert Grossman, Mark Hornick, and Gregor Meyer, "Data Mining Standards Initiatives," Communications of the ACM, p. 59, vol. 45-8, (2002).
3. H. Sivakumar, R. L. Grossman, M. Mazzucco, Y. Pan, Q. Zhang, "Simple Available Bandwidth Utilization Library for High-Speed Wide Area Networks Networks," Journal of Supercomputing, (2004). Accepted
4. Asvin Ananthanarayan, Rajiv Balachandran, Yunhong Gu, Robert Grossman, Xinwei Hong, Jorge Levera, Marco Mazzucco, "Data Webs for Earth Science Data, Parallel Computing," Parallel Computing Special Issue on HPC with Geographicl Data, p. 1363, vol. 29, 2003.
5. Chetan Gupta and Robert L. Grossman, "GenIc: A Single Pass Generalized Incremental Algorithm for Clustering," Proceedings of the Fourth {SIAM} International Conference on Data Mining (SDM 04), Lake Buena Vista, Florida, April 22-24, 2004, SIAM.
6. Robert L. Grossman, Yunhong Gu, Chetan Gupta, David Hanley, Xinwei Hong, and Parthasarathy Krishnaswamy, "Web-Service Based Data Mining Middleware for Grid Computing Environments," 7th International Workshop on High Performance and Distributed Mining, in association with the Fourth International SIAM Conference on Data Mining. Accepted
7. Robert L. Grossman, Pavan Kasturi, Donald Hamelberg, Bing Liu, "An Empirical Study of the Universal Chemical Key Algorithm for Assigning Unique Keys to Chemical Compounds," Journal of Bioinformatics and Computational Biology, Volume 2, Number 1, pp.155-171. 2004
8. Yunhong Gu and Robert L. Grossman, "SABUL: A Transport Protocol for Grid Computing," Journal of Grid Computing, Vol. 1, No. 4, pp. 377–386. 2005
9. Ian Foster and Robert L. Grossman, "Data Integration in a Bandwidth Rich World," Communications ACM, p. 50, vol. 46, 2003.
10. Chien, T. Faber, A. Falk, J. Bannister, R. Grossman, J. Leigh, "Transport Protocols for High Performance: Whither TCP?", Communications ACM, p. 42, vol. 46, (2003).
11. R.L. Grossman, Y. Gu, D. Hanley, X. Hong, and G. Rao, "Open DMIX - Data Integration and Exploration Services for Data Grids, Data Web and Knowledge Grid Applications," Proceedings of the IEEE Workshop on Knowledge Grid and Grid Intelligence (KGGI 03), 2003.
12. Bing Liu, Robert L. Grossman and Yanhong Zhai, "Mining Data Records in Web Page," Proceedings of The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 03), p. 601, 2003.
13. Robert L. Grossman, Yunhong Gu, Dave Hanley, Xinwei Hong, Dave Lillethun, Jorge Levera, Joe Mambretti, Marco Mazzucco, and Jeremy Weinberger, "Experimental Studies Using Photonic Data Services at IGrid 2002," Journal of Future Computer Systems, p. 945, vol. 19, 2003.
14. Robert L. Grossman, Yunhong Gu, Dave Hanley, Xinwei Hong and Parthasarathy Krishnaswamy, "Experimental Studies of Data Transport and Data Access of Earth Science Data over Networks with High Bandwidth Delay Products," Computer Networks, p. 411, vol. 46, 2004.
15. Marco Mazzucco, Asvin Ananthanarayan, Robert L. Grossman, Jorge Levera, and Gokulnath Bhagavantha Rao, "Merging Multiple Data Streams on Common Keys over High Performance Networks," Proceedings of the IEEE/ACM SC2002 Conference, 2002, p. 67, 2002.
16. Robert L. Grossman, Yunhong Gu, Dave Hanley, Xinwei Hong, Dave Lillethun, Jorge Levera, Joe Mambretti, Marco Mazzucco, and Jeremy Weinberge, "Photonic Data Services: Integrating Path, Network and Data Services to Support Next Generation Data Mining Applications," Data Mining: Next Generation Challenges and Future Directions, H. Kargupta, A. Joshi, K. Sivakumar, and Y. Yesha, editors, 2004.
17. Robert L. Grossman, Yunhong Gu, Dave Hanley, Xinwei Hong, Dave Lillethun, Jorge Levera, Joe Mambretti, Marco Mazzucco, and Jeremy Weinberger, "Global Access to Large Distributed Data Sets using Photonic Data Services," Proceedings of the 20th IEEE/11th NASA Goddard Conference on Mass Storage Systems and Technologies (MSST 2003), p. 62, 2003.
18. Robert L. Grossman, Yunhong Gu, Chetan Gupta, David Hanley, Xinwei Hong, and Parthasarathy Krishnaswam, "Open DMIX: High Performance Web Services for Distributed Data Mining," 7th International Workshop on High Performance and Distributed Mining, in association with the Fourth International SIAM Conference on Data Mining, 2004.
19. Robert L. Grossman, Dave Hanley, Xinwei Hong and Parthasarathy Krishnaswamy, "Using DataSpace to Support Long-Term Stewardship of Remote and Distributed Data," NASA/IEEE MSST 2004, 12th NASA Goddard/21st IEEE Conference on Mass Storage Systems and Technologies, p. 239, 2004.
20. Parthasarathy Krishnaswamy, Stephen G. Eick, Robert L Grossman, "Visual Browsing of Remote and Distributed Data," Proceedings of InfoVis 2004, 2004.

Books or Other One-time Publications

1. Robert Grossman, Mark Hornick, and Gregor Meyer, "Emerging Standards and Interfaces in Data Mining," in Data Mining, Handbook of Data Mining. pp. 453-459. Book.
   Editor: Nong Ye
   Mahwah, New Jersey, 2003.
2. Marco Mazzucco, Asvin Ananthanarayan, Robert L. Grossman, Jorge Levera, and Gokulnath Bhagavantha Rao, "Merging Multiple Data Streams on Common Keys over High Performance Networks," (2002). Proceedings.
   Proceedings of the IEEE/ACM SC2002 Conference
   IEEE Computer Society
3. R. L. Grossman and R. Hollebeek, "The National Scalable Cluster Project: Three Lessons about High Performance Data Mining and Data Intensive Computing," (2002). Book.
   Editors: J. Abello, P. M. Pardalos, and M. G. C. Resende
   Handbook of Massive Data Sets
   Kluwer Academic Publishers
4. R. L. Grossman and Yike Guo, "Parallel Methods for Scaling Data Mining Algorithms to Large Data Sets," (2002). Book.
   Editor: Jan M Zytkow
   Hanndbook on Data Mining and Knowledge Discovery
   Oxford University Press
5. Robert L. Grossman, Yunhong Gu, Dave Hanley, Xinwei Hong, Dave Lillethun, Jorge Levera, Joe Mambretti, Marco Mazzucco, and Jeremy Weinberger, "Photonic Data Services: Integrating Path, Network and Data Services to Support Next Generation Data Mining Applications," (2004). Book.
   Editors: H. Kargupta, A. Joshi, K. Sivakumar, and Y. Yesha
   Data Mining: Next Generation Challenges and Future Directions
   AAAI Press
6. Jorge Levera, Benjamin Barán, and Robert Grossman, "Experimental Studies Using Median Polish Procedures to Reduce Alarm Rates in Data Cubes of Intrusion Data," (2004). Book.
   Editors: Hsinchun Chen, Reagan Moore, Daniel Zeng, John Jeavitt
   Intelligence and Security Informatics for National and Homeland Security
   LNCS 3073, Springer Verlag, New York
7. Robert L. Grossman, "Alert Management Systems: A Quick Introduction," in Managing Cyber Threats: Issues, Approaches, and Challenges." Book.
   Editors: Vipin Kumar, Jaideep Srivastava, Aleksandar Lazarevic
   Kluwer Academic Publisher. 2005.

1. Robert L. Grossman and H. Vincent Poor, "Baselines and Change Detection Using Ensembles of CUSUM Algorithms," IEEE Transactions on Knowledge and Data Engineering (TKDE), 2005. Submitted
2. Anushka Aanand, John Chaves, Robert L. Grossman, Michal Sabala, Steve Vejcik, and Pei Zhang, "Real Time Change Detection and Alerts from Highway Traffic Data," Supercomputing 2005 Conference (SC05), 2005. Submitted

1. Yunhong Gu and Robert L. Grossman, "SABUL: A Transport Protocol for Grid Computing," Journal of Grid Computing, p. 377, vol. 1, (2004).
2. Robert L. Grossman, Yunhong Gu, Xinwei Hong, Antony Antony, Johan Blom, Freek Dijkstra, and Cees de Laat, "Teraflows over Gigabit WANs with UDT," Journal of Future Computer Systems, Elsevier Press, Vol. 21, Issue 4, pp. 501-513, 2005.
3. Yunhong Gu, Xinwei Hong, and Robert Grossman, "Experiences in Design and Implementation of a High Performance Transport Protocol," Proceedings of Supercomputing 2004 (SC04), 2004.
4. Yunhong Gu, Xinwei Hong, and Robert Grossman, "An Analysis of AIMD Algorithms with Decreasing Increases," Proceedings of GridNets 2004, 2004.
5. Yunhong Gu and Robert L. Grossman, "Optimizing UDP-Based Protocol Implementations," Proceedings of the Third International Workshop on Protocols for Fast Long-Distance Networks (PFLDnet) 2005, 2005.

1. Robert L. Grossman, Yunhong Gu, David Hanley, and Xinwei Hong, "Experimental Studies of Transport, Integration, and Mining of Distributed Network Intrusion Data Using High Performance Web Services," SC 04 Poster Presentation, 2004.
2. R.L. Grossman, Y. Gu, D. Hanley, X. Hong, and G. Rao, "Open DMIX - Data Integration and Exploration Services for Data Grids, Data Weband Knowledge Grid Applications," Proceedings of the First International Workshop on Knowledge Grid and Grid Intelligence (KGGI 2003), W. K. Cheung and Y. Ye, editors, p. 16, 2003.
3. Robert L. Grossman, Yunhong Gu, Chetan Gupta, David Hanley, Xinwei Hong, and Parthasarathy Krishnaswamy, "Open DMIX: High Performance Web Services for Distributed Data Mining," 7th International Workshop on High Performance and Distributed Mining, in association with the Fourth International SIAM Conference on Data Mining, 2004.
4. Parthasarathy Krishnaswamy, Stephen G. Eick, Robert L Grossman, "Visual Browsing of Remote and Distributed Data," Proceedings of InfoVis 2004, IEEE Press, 2004, p. 12, 2004.
5. Jorge Levera, Benjamin Barán, and Robert Grossman, "Experimental Studies Using Median Polish Procedures to Reduce Alarm Rates in Data Cubes of Intrusion Data," Intelligence and Security Informatics for National and Homeland Security, Hsinchun Chen, Reagan Moore, Daniel Zeng, John Jeavitt, editors, LNCS 3073, Springer Verlag, New York, p. 482, 2004.
6. Yunhong Gu and Robert L. Grossman, "Supporting Configurable Congestion Control in Data Transport Services," Proceedings of Supercomputing 2005, Nov 12 - 18, Seattle, WA, 2005.
7. Yunhong Gu, Xinwei Hong, and Robert Grossman, "Experiences in Design and Implementation of a High Performance Transport Protocol," Proceedings of Supercomputing 2004, Nov 6 - 12, Pittsburgh, PA, 2004.
8. Robert L. Grossman, Yunhong Gu, Dave Hanley, Xinwei Hong and Parthasarathy Krishnaswamy, "Experimental Studies of Data Transport and Data Access of Earth Science Data over Networks with High Bandwidth Delay Products," Computer Networks, Volume 46, pp 411-421, 2004.
9. Yunhong Gu and Robert L. Grossman, "Optimizing UDP-Based Protocol Implementations," Proceedings of the Third International Workshop on Protocols for Fast Long-Distance Networks PFLDnet 2005, 2005.
10. Robert L. Grossman, Yunhong Gu, Xinwei Hong, Antony Antony, Johan Blom, Freek Dijkstra, and Cees de Laat, "Teraflows over Gigabit WANs with UDT," Journal of Future Computer Systems, Elsevier Press, Vol. 21, Issue 4, pp. 501-513, 2005.

1. R.L. Grossman, Y. Gu, D. Hanley, X. Hong, and G. Rao, "Open DMIX - Data Integration and Exploration Services for Data Grids, Data Web and Knowledge Grid Applications," Proceedings of the First International Workshop on Knowledge Grid and Grid Intelligence (KGGI 2003), W. K. Cheung and Y. Ye, editors, pp 16-28, vol. 1, (2003).
2. Chetan Gupta and Robert L. Grossman, "GenIc: A Single Pass Generalized Incremental Algorithm for Clustering," Proceedings of the Fourth {SIAM} International Conference on Data Mining (SDM 04), Lake Buena Vista, Florida, April 22-24, 2004, SIAM.
3. Robert L. Grossman, Yunhong Gu, Chetan Gupta, David Hanley, Xinwei Hong, and Parthasarathy Krishnaswamy, "Web-Service Based Data Mining Middleware for Grid Computing Environments," 7th International Workshop on High Performance and Distributed Mining, in association with the Fourth International SIAM Conference on Data Mining, (2004).
4. Jorge Levera, Benjamin Barán, and Robert Grossman, "Experimental Studies Using Median Polish Procedures to Reduce Alarm Rates in Data Cubes of Intrusion Data," Intelligence and Security Informatics for National and Homeland Security, Hsinchun Chen, Reagan Moore, Daniel Zeng, John Jeavitt, editors, LNCS 3073, Springer Verlag, New York, p. 482-491, (2004).
5. Robert L. Grossman, Yunhong Gu, Chetan Gupta, David Hanley, Xinwei Hong, and Parthasarathy Krishnaswamy, "Open DMIX: High Performance Web Services for Distributed Data Mining," 7th International Workshop on High Performance and Distributed Mining, in association with the Fourth International SIAM Conference on Data Mining, 2004.
6. Robert L. Grossman, John Chaves, Vincent Poor, Steve Vejcik and Eric Sumner, "Real Time Change Detection for Large Multimodal Data Sets," submitted for publication.

Books or Other One-time Publications

1. Robert L. Grossman, "Alert Management Systems: A Quick Introduction," in Managing Cyber Threats: Issues, Approaches, and Challenges." Book.
   Editors: Vipin Kumar, Jaideep Srivastava, Aleksandar Lazarevic
   Kluwer Academic Publisher. 2005.
2. Robert Grossman, "Open DMIX: High Performance Web Services for Distributed Data Mining." Presentation.
   2004 SIAM International Conference on Data Mining (SDM 2004) Workshop on High Performance and Distributed Data Mining, Orlando, April 24, 2004
3. Robert Grossman, "Beyond Data Grids: Data Webs, Lambda Grids, and All That." Presentation.
   NASA Information Science and Technology Colloquium Series, NASA Goddard, November 12, 2003.
4. Robert Grossman, "Open DMIX - Data Integration and Exploration Services for Data Grids, Data Web and Knowledge Grid Applications." Presentation
   First International Workshop on Knowledge Grid and Grid Intelligence (KGGI 2003), Halifax, Canada, October 13, 2003.
5. Robert L. Grossman and David Hanley, "Experimental Studies of High Performance Web Services For Distributed Data Mining," Supercomputing 2004 Conference in Pittsburg, PA, November 6-12, 2004.
6. L. Wilkinson, A. Anand, and R. Grossman, "Graph-theoretic Scagnostics," Proceedings of the IEEE Information Visualization 2005 (INFOVIS'05), October 23-25, 2005, pp 157-164.
7. Rajmonda Sulo, Stephen Eick, and Robert Grossman, "DaVis: A tool for Visualizing Data Quality," Proceedings of the IEEE Information Visualization 2005 (INFOVIS'05).
8. Robert L. Grossman, Michal Sabala, Javid Alimohideen, Anushka Aanand, John Chaves, John Dillenburg, Steve Eick, Jason Leigh, Peter Nelson, Mike Papka, Doug Rorem, Rick Stevens, Steve Vejcik, Leland Wilkinson, and Pei Zhang, "Real Time Change Detection and Alerts from Highway Traffic Data," ACM/IEEE SC 2005 Conference (SC'05)
9. Chetan Gupta and Robert Grossman, "Outlier Detection With Streaming Dydadic Decomposition," Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 06).
10. Joseph Bugajski, Robert Grossman, Eric Sumner, Tao Zhang, "A Methodology for Establishing Information Quality Baselines for Complex, Distributed Systems," 10th International Conference on Information Quality (ICIQ), 2005.
11. Joseph Bugajski, Robert L. Grossman, Eric Sumner, and Tao Zhang, "An Event Based Framework for Improving Information Quality That Integrates Baseline Models, Causal Models and Formal Reference Models," Second International ACM SIGMOD Workshop on Information Quality in Information Systems (IQIS 2005), June 17th, Baltimore, Maryland, co-located with ACM SIGMOD/PODS 2005.
12. L. Wilkinson, A. Anand, and R. Grossman, "High-dimensional Visual Analytics: Interactive Exploration Guided by Pairwise Views of Point Distribution," IEEE Transactions on Visualization and Computer Graphics, 2006.

1. Yunhong Gu, Xinwei Hong and Robert Grossman, "An Analysis of AIMD Algorithms with Decreasing Increases," Proceedings of GridNets 2004, IEEE Press, 2004.
2. Parthasarathy Krishnaswamy, Stephen G. Eick, Robert L Grossman, "Visual Browsing of Remote and Distributed Data," Proceedings of InfoVis 2004, IEEE Press, 2004.
3. Yunhong Gu and Robert L. Grossman, "Optimizing UDP-Based Protocol Implementations," Proceedings of the Third International Workshop on Protocols for Fast Long-Distance Networks PFLDnet 2005, 2005.
4. Robert L. Grossman, Yunhong Gu, Xinwei Hong, Antony Antony, Johan Blom, Freek Dijkstra, and Cees de Laat, "Teraflows over Gigabit WANs with UDT," Journal of Future Computer Systems, Elsevier Press, Vol. 21, Issue 4, pp. 501-513, 2005.
5. Yunhong Gu and Robert Grossman, "Supporting Configurable Congestion Control in Data Transport Services," ACM/IEEE SC 2005 Conference (SC|05), Seattle, WA, Nov. 12 – 18, 2005.

Books or Other One-time Publications

1. First International Workshop on Networks for Grid Applications (Gridnets 2004), October, 2004. Presentation.
2. Supercomputing 2004 Conference in Pittsburg, PA, November 6-12, 2004. Presentation.
3. Third International Workshop on Protocols for Fast Long-Distance Networks, February 3-4, 2005, Lyon, France. Presentation.
4. ON*VECTOR Photonics Workshop, February 28 - March 2, 2005, San Diego, California. Presentation.
5. Supercomputing 2005 Conference in Seattle, WA, November 12-18, 2005. Presentation.

1. Robert L. Grossman, Yunhong Gu, Dave Hanley, Xinwei Hong and Parthasarathy Krishnaswamy, "Experimental Studies of Data Transport and Data Access of Earth Science Data over Networks with High Bandwidth Delay Products," Computer Networks, Volume 46, 2004, pages 411-421.
2. Yunhong Gu, Xinwei Hong, and Robert Grossman, "Experiences in Design and Implementation of a High Performance Transport Protocol," SC 04.
3. Yunhong Gu, Xinwei Hong and Robert Grossman, "An Analysis of AIMD Algorithms with Decreasing Increases," Proceedings of GridNets 2004, IEEE Press, 2004.
4. Parthasarathy Krishnaswamy, Stephen G. Eick, Robert L Grossman, "Visual Browsing of Remote and Distributed Data," Proceedings of InfoVis 2004, IEEE Press, 2004.
5. Robert L. Grossman, Yunhong Gu, Dave Hanley, Xinwei Hong, Dave Lillethun, Jorge Levera, Joe Mambretti, Marco Mazzucco, and Jeremy Weinberger, "Photonic Data Services: Integrating Path, Network and Data Services to Support Next Generation Data Mining Applications," Data Mining: Next Generation Challenges and Future Directions, H. Kargupta, A. Joshi, K. Sivakumar, and Y. Yesha, editors, AAAI Press, 2004.
6. Chetan Gupta and Robert L. Grossman, "GenIc: A Single Pass Generalized Incremental Algorithm for Clustering," 2004 SIAM International Conference on Data Mining (SDM 04).
7. Robert L. Grossman, Yunhong Gu, Chetan Gupta, David Hanley, Xinwei Hong, and Parthasarathy Krishnaswamy, "Open DMIX: High Performance Web Services for Distributed Data Mining," 7th International Workshop on High Performance and Distributed Mining, in association with the Fourth International SIAM Conference on Data Mining.
8. Robert L. Grossman, Dave Hanley, Xinwei Hong and Parthasarathy Krishnaswamy, "Using DataSpace to Support Long-Term Stewardship of Remote and Distributed Data," NASA/IEEE MSST 2004, 12th NASA Goddard/21st IEEE Conference on Mass Storage Systems and Technologies, 2004, pages 239-244.
9. Robert L. Grossman, Yunhong Gu, Xinwei Hong, Antony Antony, Johan Blom, Freek Dijkstra, and Cees de Laat, "Teraflows over Gigabit WANs with UDT," Journal of Future Computer Systems, Elsevier Press, Vol. 21, Issue 4, pp. 501-513, 2005.
10. Yunhong Gu and Robert L. Grossman, "Optimizing UDP-Based Protocol Implementations," Proceedings of the Third International Workshop on Protocols for Fast Long-Distance Networks PFLDnet 2005, 2005.

• None to date.

Books or Other One-time Publications

• None to date.

1. Yong Mao, Yunhong Gu, Jia Chen, and Robert L. Grossman, "SDCS: Simplified Data Communications in Parallel/Distributed Applications," IEEE International Symposium on Cluster Computing and the Grid (CCGrid06), 2006, to appear.
2. Greeshma Neglur, Robert L. Grossman, Natalia Maltsev, and Clement Yu, "Using Term Lists and Inverted Files to Improve Search Speed for Metabolic Pathway Databases," 3rd International Workshop on Data Integration in the Life Sciences 2006 (DILS'06), 2006.