Most Recent Papers
Wireless and Sensor Network Papers
Computer Networking Papers
Computer and Network Security Papers
Distributed Computing Papers
Parallel Programming Papers
Parallel Discrete Simulation Papers
Ecological Simulation and Modeling Papers
Machine Learning Papers
Naming Games in Two-Dimensional and Small-World-Connected Random Geometric
Networks
- Q. Lu, G. Korniss, and B.K. Szymanski
- Phys. Reviews E, vol. 77, 2008, to appear.
Time Quantum GVT: A Scalable Computation of the Global Virtual Time in
Parallel Discrete Event Simulations
- G. Chen and B.K. Szymanski
- Scalable Computing: Practice and Experience, vol. 8(4), 2007, to appear.
Computing with Time: From Neural Networks to Sensor Networks
- B.K. Szymanski, and G. Chen
- The Computer Journal, vol. 51, 2008, to appear.
Selecting Scientific Papers for Publication via Citation Auctions
- J.L. de la Rosa, and B.K. Szymanski
- IEEE Intelligent Systems, vol. 22, no. 6, Nov/Dec 2007, pp. 16-20.
The Effects of Heterogeneity on Asynchronous Panmictic Genetic Search
- B.K. Szymanski, T. Desell and C. Varela
- Proc. 7th International Conference on Parallel Processing and Applied
Mathematics, PPAM07, September 2007, Gdansk, Poland, LCNS, Springer, Berlin,
2008, in print.
Distributed and Generic Maximum Likelihood Evaluation
- T. Desell, N. Cole, M. Magdon-Ismail, H. Newberg, B.K. Szymanski, and
C. Varela
- Proc. 3rd International Conference on e-Science and Grid Computing,
Banglore, India, December 2007.
Citation Auctions as a Method to Improve Selection of Scientific Papers
- J. L. de la Rosa and B.K. Szymanski
- Proc. Second Int. Conference on Digital Information Management, ICDIM'07
Lyon, France, October, 2007, IEEE Computer Society Press, Los Alamitos, CA,
2007, pp. 479-486..
Cognitive and Self-Healing Routing for Sensor Networks
- E. Gelenbe, P. Liu, B.K. Szymanski, M. Lisee, and K. Wasilewski
- Proc. First Annual Conference of the International Technology Alliance,
Adelphi, MD, September, 2007.
Some Properties of the Gaussian Kernel for One Class Learning
- P. Evangelista, M. Embrechts and B.K. Szymanski
- Proc. Int. Conference on Artificial Neural Networks, ICANN07
Proto, Portugal, September 9-13, 2007, Lecture Notes in Computer
Science, vol. 4668, Part I, Springer, Berlin, Germany, 2007, pp. 269-278.
The Case for an Agile SOA
- J. Ibbotson, S. Chapman, and B.K. Szymanski
- Proc. First Annual Conference of the International Technology Alliance,
Adelphi, MD, September, 2007.
SHR: Self-Healing Routing for wireless ad hoc sensor networks,
- Joel W. Branch, Mark Lisee, and Boleslaw K. Szymanski
- Proc. International Symposium on Performance Evaluation of Computer
and Telecommunication Systems SPECTS'07, San Diego, CA, July 16-18, 2007,
pp. 5-14.
Dynamic Malleability in MPI Applications,
- K. El Maghraoui, T.J. Desell, B.K. Szymanski, and C.A. Varela
- Seventh IEEE International Symposium on Cluster Computing and the Grid,
CCGrid 2007 Rio De Janerio, Brazil, IEEE Computer Society Press,
Los Alamitos, CA, May, 2007, pp. 591-598,
- Nominated for the Best Paper Award
The Transition and adoption of modern programming concepts for scientific
computing in Fortran,
- C. Norton, V. Decyk, B. Szymanski and H. Gardner
- Scientific Programming, vol. 15, no. 1, Spring, 2007, pp. 27-44.
Sensor Network Component Based Simulator
- B.K. Szymanski and G.G. Chen
- Handbook of Dynamic System Modeling, chapter 35,
Paul Fishwick (edt.), CRC/Taylor and Francis Publ., 2007, pp. 35-1 -- 35-16.
Self-healing routing: a study in efficiency and resiliency of data delivery in wireless sensor networks
- K. Wasilewski, J. Branch, M. Lisee and B.K. Szymanski
- Proc. Conference on Unattended Ground, Sea, and Air Sensor Technologies and Applications, SPIE Symposium on Defense & Security, Orlando, FL, April,
2007.
Decentralized Data Management Framework for Data Grids,
- H. Lamehamedi and B.K. Szymanski
- Future Generation Computer Systems, vol.23, no. 1, January
2007, pp. 109-115.
On the Development of an Internetwork-centric Defense to Scanning Worms,
- S. Coull and B.K. Szymanski
- Proc. 40th Hawaii International Conference
on System Sciences (HICSS-40), Big Island, HI, January 2007, 10 pages, CD-ROM,
IEEE Computer Society Press, 2007.
A Middleware Framework for Maximum Likelihood Evaluation over
Dynamic Grids,
- W.-J. Wang, K. El Maghraoui, J. Cummings, J, Napolitano,
B.K. Szymanski, C.A. Varela
- Proc. e-Science 2006, Second IEEE International Conference on e-Science and
Grid Computing, P.M.A. Sloot, G.D. van Albada, M. Bubak, and A. Trefethen
(edts), Amsterdam, Netherlands, December, 2006.
Towards an Internet Operating System: Middleware for Adaptive Distributed
Computing,
- K. El Maghraoui, T.J. Desell, B.K. Szymanski and C. Varela
- Int. Journal of High Performance Computing Applications, vol. 20,
no. 4, Winter 2006, pp. 467-480.
Using Efficient Supanova Kernel For Heart Disease Diagnosis
- B. Szymanski, L. Han, M. Embrechts, A. Ross, K. Sternickel, and L. Zhu
- Proc. Proc. ANNIE06, Intelligent Engineering Systems Through Artificial
Neural Networks, St. Louis, MO, November, 2006, vol. 16, ASME, New York,
NY, pp. 305-310.
Parallel Queuing Network Simulation with Lookback-Based Protocols,
- G. Chen and B.K. Szymanski
- Proc. International Mediterranean Modelling Multiconference
of European Multi-Simulation Symposium (EMSS06), Barcelona,
Spain, October 2006, pp. 545-551.
Naming Games in Spatially-Embedded Random Networks
- Q. Lu, G. Korniss, B. Szymanski
- Proc. AAAI Fall Symposium Series, Interaction and Emergent Phenomena
in Societies of Agents, Washington, D.C., October, 2006, AAAI Press,
Menlo Park, CA, pp. 148--155.
VOGUE: A Novel Variable Order-Gap State Machine for Modeling Sequences
- B. Bouqata, C. Carothers, B. Szymanski and M. Zaki,
- Proc. 10th European Conference on Principles and Practice of Knowledge
Discovery in Databases, Berlin, Germany, September, 2006,
LCNS vol. 4213, Springer, Berling/Heidelberg, pp. 42-54, 2006.
A Self-selection Technique for Flooding and Routing in Wireless Ad-hoc Networks
- G.G. Chen, J.W. Branch, and B.K. Szymanski
- Journal of Network and Systems Management, vol.14, no.3, September
2006, pp. 359-380.
A Computationally Efficient SUPANOVA: Spline Kernel Based Machine
Learning Tool,
- B.K. Szymanski, L. Zhu, H. Long, M.J. Embrechts, A. Ross and
K. Sternickel,
- Proc. 11th Online World Conference on Soft Computing in Industrial
Applications, September-October, 2006, in Industrial Applications
Recent and Emerging Methods and Techniques, Series: Advances in Soft
Computing , Vol. 39, Saad, A.; Avineri, E.; Dahal, K.; Sarfraz, M.;
Roy, R. (Eds.), Springer, Berlin, 2007, pp.144-155.
Genesis: A Scalable Distributed System for Large-scale Parallel Network
Simulation
- Y. Liu, B.K. Szymanski and A. Saifee
Computer Networks Journal, vol 50, no. 12, August 2006,
p. 2028-2053.
In-Network Outlier Detection in Wireless Sensor Networks
- J.W. Branch, B.K. Szymanski, C. Giannella, R. Wolff, H. Kargupta
- Proc. 26th International Conference on Distributed Computing Systems,
Lisbon, Portugal, July, 2006.
Data Fusion for Outlier Detection through Pseudo-ROC Curves and Rank
Distributions
- P.F. Evangelista, M.J. Embrechts, P. Bonnisone, and B.K. Szymanski
- Proc. International Joint Conference on Neural Networks 2006,
Vancuver, Canada, July 2006.
Threshold-Controlled Global Cascading in Wireless Sensor Networks
- Q. Lu, G. Korniss, and B.K. Szymanski
- Proc. Third International Conference on Networked Sensing Systems,
Chicago, IL, May, 2006, pp. 164-171.
Towards Middleware Components for Distributed Actuator Coordination
- J.W. Branch, B.K. Szymanski, C. Bisdikian, N. Cohen, J.S. Davis, M.R.
Ebling, and D.M. Sow
- Proc. Third Workshop on Embedded Networked Sensors (EmNets 2006),
Boston, MA, May, 2006.
Auctions as a Dynamic Pricing Mechanism for e-Services,
- J.-S. Lee and B.K. Szymanski
- Service Enterprise Integration,, Cheng Hsu (ed.),
Kluwer, New York, 2006, pp. 131-156.
Spatially structured superinfection and the evolution of disease
virulence
- T. Caraco, S. Glavanakov, S. Li, W. Maniatty, and B. Szymanski
- Theoretical Population Biology, vol. 69, no. 4, 2006, pp. 367-384.
Random Forests Feature Selection with Kernel Partial Least Squares: Detecting
Ischemia from MagnetoCardiograms
- L. Han, M.J. Embrechts, B.K. Szymanski, K. Sternickel and A. Ross
- Proc. European Symposium on Artificial Neural Networks, Burges,
Belgium, April, 2006, pp. 221-226.
A day in the life of a metamorphic petrologist
- S. Adali, B. Bouqata, A. Marcus, F. Spear, and B.K. Szymanski
- Proc. 3rd International Workshop on Semantic Web and Databases (SWDB'06), Atlanta, GA, April, 2006.
Taming the Curse of Dimensionality in Kernels and Novelty Detection
- P.F. Evangelista, M.J. Embrechts, and B.K. Szymanski
- Applied Soft Computing Technologies: The Challenge of Complexity, Abraham, A.; Baets, B.d.; Koppen, M.; Nickolay, B. (Eds.),
Springer Verlag, Berlin, 2006.
An Architecture for Reconfigurable Iterative MPI Applications in Dynamic
Environments,
- K. El Maghraoui, B.K. Szymanski and C. Varela
- Proc. 6th International Conference on Parallel Processing and Applied
Mathematics (Revised papers) R. Wyrzykowski, J. Dongarra, N. Mayer and
J. Wasniewski (Eds.), Poznan, Poland, September 2005, LNCS, vol. 3911, Springer
Verlag, Berlin, 2006, pp. 258-271.
Introduction to Scientific Data Mining
- M. Embrechts, B. Szymanski and K. Sternickel
- Computationally Intelligent Hybrid Systems: The Fusion of Soft Computing and Hard
Computing, Wiley, New York, 2005, pp. 317-365.
Towards a Middleware Framework for Dynamically Reconfigurable Scientific
Computing
- K. El Maghraoui, T. Desell, B.K. Szymanski, J.D. Teresco, and C.A. Varela
- Grid Computing: New Frontiers of High Performance Computing, Elsevier, 2005.
DSIM: Scaling Time Warp to 1,033 Processors
- G. Chen and B.K. Szymanski
- Proc. Winter Simulation Conference WSC05, Orlando, FL, December 2005,
pp. 346-355.
Parallel Logic Simulation of Million-Gate VLSI Circuits
- L. Zhu, G. Chen, B. Szymanski, C. Tropper, and T. Zhang
- Proc. 13th IEEE International Symposium on Modeling, Analysis, and
Simulation of Computer and Telecommunication Systems, MASCOTS05, Atlanta,
GA, September, 2005, pp. 521-524.
Fuzzy ROC Curves for Unsupervised Nonparametric Ensemble Techniques
- P.F. Evangelista, M.J. Embrechts, P. Bonnisone, and B.K. Szymanski
- Proc. International Joint Conference on Neural Networks 2005, Montreal, Canada, August 2005.
Self-selective Routing for Wireless Ad hoc Networks
- G.G. Chen, J.W. Branch, and B.K. Szymanski
- Proc. IEEE Int. Conf. Wireless and Mobile Computing, Networking and
Communications WiMob 2005, Vol. 3, Montreal, Canada, August 2005, pp. 57-64.
- Best Student Paper Award
A Novel Auction Mechanism for Selling Time-Sensitive E-Services
- J.-S. Lee and B.K. Szymanski
- Proc. 7th International IEEE Conference on E-Commerce Technology
(CEC'05), Munich, Germany, July 2005, pp. 75-82.
- Nominated for the Best Paper Award
Stabilizing Markets via a Novel Auction Based Pricing Mechanism for Short-term Contracts
for Network Services
- J.-S. Lee and B.K. Szymanski
- Proc. 9th IFIP/IEEE International Symposium on Integrated Network Management,
Nice, France, May 2005, pp. 367-380.
Local Leader Election, Signal Strength Aware Flooding, and Routeless Routing
- G. Chen, J. Branch, B. Szymanski
- Proc. 5th IEEE International
Workshop on Algorithms for Wireless, Mobile, Ad Hoc Networks and Sensor Networks, WMAN05,
Denver, CO, April, 2005.
Fuzzy ROC Curves for the 1 Class SVM: Application to Intrusion Detection
- P.F. Evangelista, P. Bonnisone, M.J. Embrechts, and B.K. Szymanski
- Proc. 13th European Symposium on Artificial Neural Networks ESANN05, Burges, Belgium,
April 2005, pp. 345-350.
ESCORT: Energy-efficient Sensor Network Communal Routing Topology Using Signal Quality
Metrics
- J. Branch, G. Chen and B. Szymanski
- Proc. International Conference on Networking - ICN 2005, Reunion Island, LNCS,
April, 2005, Springer-Verlag, Vol. 3420, pp. 438-448.
Algorithms for Optimizing Energy Use and Path Resilience in Sensor
Networks
- L. Bush, C. Carothers and B.K. Szymanski
- Proc. 2nd European Workshop on Wireless Sensor Networks
(EWSN), Istambul, Turkey, January 31-February 2, 2005, pp. 391-396.
Naming Games in Two-Dimensional and Small-World-Connected Random Geometric
Networks
- Q. Lu, G. Korniss, and B.K. Szymanski
- Phys. Reviews E, vol. 77, 2008, to appear.
Computing with Time: From Neural Networks to Sensor Networks
- B.K. Szymanski, and G. Chen
- The Computer Journal, vol. 51, 2008, to appear.
Cognitive and Self-Healing Routing for Sensor Networks
- E. Gelenbe, P. Liu, B.K. Szymanski, M. Lisee, and K. Wasilewski
- Proc. First Annual Conference of the International Technology Alliance,
Adelphi, MD, September, 2007.
The Case for an Agile SOA
- J. Ibbotson, S. Chapman, and B.K. Szymanski
- Proc. First Annual Conference of the International Technology Alliance,
Adelphi, MD, September, 2007.
SHR: Self-Healing Routing for wireless ad hoc sensor networks,
- Joel W. Branch, Mark Lisee, and Boleslaw K. Szymanski
- Proc. International Symposium on Performance Evaluation of Computer
and Telecommunication Systems SPECTS'07, San Diego, CA, July 16-18, 2007,
pp. 5-14.
Self-healing routing: a study in efficiency and resiliency of data delivery in wireless sensor networks
- K. Wasilewski, J. Branch, M. Lisee and B.K. Szymanski
- Proc. Conference on Unattended Ground, Sea, and Air Sensor Technologies and Applications, SPIE Symposium on Defense & Security, Orlando, FL, April,
2007.
A Self-selection Technique for Flooding and Routing in Wireless Ad-hoc Networks
- G.G. Chen, J.W. Branch, and B.K. Szymanski
- Journal of Network and Systems Management, vol.14, no.3, September
2006, pp. 359-380.
Threshold-Controlled Global Cascading in Wireless Sensor Networks
- Q. Lu, G. Korniss, and B.K. Szymanski
- Proc. Third International Conference on Networked Sensing Systems,
Chicago, IL, May, 2006, pp. 164-171.
In-Network Outlier Detection in Wireless Sensor Networks
- J.W. Branch, B.K. Szymanski, C. Giannella, R. Wolff, H. Kargupta
- Proc. 26th International Conference on Distributed Computing Systems,
Lisbon, Portugal, July, 2006.
Towards Middleware Components for Distributed Actuator Coordination
- J.W. Branch, B.K. Szymanski, C. Bisdikian, N. Cohen, J.S. Davis, M.R.
Ebling, and D.M. Sow
- Proc. Third Workshop on Embedded Networked Sensors (EmNets 2006),
Boston, MA, May, 2006.
Naming Games in Spatially-Embedded Random Networks
- Q. Lu, G. Korniss, B. Szymanski
- Proc. AAAI Fall Symposium Series, Interaction and Emergent Phenomena
in Societies of Agents, Washington, D.C., October, 2006, AAAI Press,
Menlo Park, CA, pp. 148--155.
Sensor Network Component Based Simulator
- B.K. Szymanski and G.G. Chen
- Handbook of Dynamic System Modeling, chapter 35,
Paul Fishwick (edt.), CRC/Taylor and Francis Publ., 2007, pp. 35-1 -- 35-16.
ESCORT: Energy-efficient Sensor Network Communal Routing Topology Using Signal Quality
Metrics
- J. Branch, G. Chen and B. Szymanski
- Proc. International Conference on Networking - ICN 2005, Reunion Island, LNCS,
April, 2005, Springer-Verlag, Vol. 3420, pp. 438-448.
Self-selective Routing for Wireless Ad hoc Networks
- G.G. Chen, J.W. Branch, and B.K. Szymanski
- Proc. IEEE Int. Conf. Wireless and Mobile Computing, Networking and
Communications WiMob 2005, Vol. 3, Montreal, Canada, August 2005, pp. 57-64.
- Best Student Paper Award
Local Leader Election, Signal Strength Aware Flooding, and Routeless Routing
- G. Chen, J. Branch, B. Szymanski
- Proc. 5th IEEE International
Workshop on Algorithms for Wireless, Mobile, Ad Hoc Networks and Sensor Networks, WMAN05,
Denver, CO, April, 2005.
Algorithms for Optimizing Energy Use and Path Resilience in Sensor
Networks
- L. Bush, C. Carothers and B.K. Szymanski
- Proc. 2nd European Workshop on Wireless Sensor Networks
(EWSN), Istambul, Turkey, January 31-February 2, 2005, pp. 391-396.
SENSE: A Wireless Sensor Network Simulator
- G. Chen, J. Branch, M. Pflug, L. Zhu, and B. Szymanski
- Advances in Pervasive Computing and Networking, Springer, New York, NY, 2004,
pp. 249-267.
Integrating Distributed Wireless Simulation Into Genesis
Framework
- K. Madnani and B. Szymanski
- Proc. Summer Computer Simulation Conference, Montreal, Canada,
July 2003, pp. 203-209.
Auctions as a Dynamic Pricing Mechanism for e-Services,
- J.-S. Lee and B.K. Szymanski
- Service Enterprise Integration,, Cheng Hsu (ed.),
Kluwer, New York, 2006, pp. 131-156.
Genesis: A Scalable Distributed System for Large-scale Parallel Network
Simulation
- Y. Liu, B.K. Szymanski and A. Saifee
Computer Networks Journal, vol 50, no. 12, August 2006,
p. 2028-2053.
Parallel Queuing Network Simulation with Lookback-Based Protocols,
- G. Chen and B.K. Szymanski
- Proc. International Mediterranean Modelling Multiconference 2006,
Proc. European Multi-Simulation Symposium (EMSS06), Barcelona,
Spain, October 2006, pp. 545-551.
A Novel Auction Mechanism for Selling Time-Sensitive E-Services
- J.-S. Lee and B.K. Szymanski
- Proc. 7th International IEEE Conference on E-Commerce Technology
(CEC'05), Munich, Germany, July 2005, pp. 75-82.
- Nominated for the Best Paper Award
Stabilizing Markets via a Novel Auction Based Pricing Mechanism for Short-term Contracts
for Network Services
- J.-S. Lee and B.K. Szymanski
- Proc. 9th IFIP/IEEE International Symposium on Integrated Network Management,
Nice, France, May 2005, pp. 367-380.
Scalability and Performance of an Agent-based Network Management
Middleware
- A. Bivens, R. Gupta, I. McLean, B. Szymanski and J. White
- International Journal of Network Management, vol. 14, 2004, pp.
131-146.
Distributed Packet-Level Simulation for BGP Networks
under Genesis
- Y. Liu and B.K. Szymanski,
- Proc. Summer Computer Simulation Conference SCSC04, San Jose, CA,
July 2004, SCS Press, San Diego, CA, pp. 271-278.
Loosely-Coordinated, Distributed, Packet-Level Simulation of Large-Scale Networks
- B.K. Szymanski, and Y. Liu
- Proc. Winter Simulation Conference, WSC03, New Orleans,
LA, December 2003, pp. 712-720.
Parallel Network Simulation under Distributed Genesis
- B.K. Szymanski, Y. Liu and R. Gupta
- Proc. 17th Workshop on Parallel and Distributed Simulation,
San Diego, CA, June 2003, pp. 61-68.
Genesis: a System for Large-scale Parallel Network Simulation
- B.K. Szymanski, A. Saifee, A. Sastry, Y. Liu and K. Madnani
- Proc. 16th Workshop on Parallel and Distributed Simulation, Washington,
D.C., IEEE CS Press, May 2002.
Time-Network Partitioning for Large-Scale Parallel Network Simulation
under SSFNet
- B.K. Szymanski, Q. Gu, and Y. Liu
- Proc. Applied Telecommunication Symposium, San Diego, CA, April 2002,
SCS Press, 2002.
Network Congestion Arbitration and Source Problem Prediction Using
Neural Networks
- A. Bivens, B. Szymanski and M. Embrechts
- Smart Engineering System Design, vol. 4:243-252, 2002.
The Genesis Project: Network Decomposition in Monitoring and Simulation
for Network Management and Intrusion Detection
- B.K. Szymanski, A. Bivens, Y. Liu, K. Madnani, A. Sastry
- Proc. Virtual Worlds and Simulation Conference, San Antonio, TX,
January 2002.
A Method for Indexing Web Pages Using Web Bots
- B.K. Szymanski and M-S. Chung
- Proc. Int. Conference on Info-Tech & Info-Net ICII'2001,
Beijing, China, November 2001, IEEE Computer Society Press, pp. 1-6.
Network Management and Control Using Collaborative On-line Simulation
- T. Ye, D. Harrison, S. Kalyanaraman, H. Kaur, B. Mo, B. Sikdar, B.
Szymanski and K. Vastola
- Proc. IEEE International Conference on Communications ICC2001,
Helsinki, Finland, June 2001, IEEE Computer Society Press, Los Alamitos, CA, 2001.
Real-Time
On-Line Network Simulation
- B. Szymanski, Y. Liu, A. Sastry, and K. Madnani
- Proc. 5th IEEE Int. Workshop on Distributed Simulation and Real-Time
Applications, Cincinnati, OH, August 2001, IEEE CS Press, 2001.
Workload generation for ns simulations of wide area networks and
the Internet
- M. Yuksel, B. Sikdar, K.S. Vastola and B.K. Szymanski
- Proc. Communication Networks and Distributed Systems Modeling and
Simulation, San Diego Ca, January 2000, SCS Press, San Diego, CA, 2000,
pp. 93-98.
Automating Internet Routing Behavior Analysis Using Public WWW
Traceroute Services
- S. Gurun and B.K. Szymanski
- Proc. 3rd International Conference on Management of Multimedia
Network and Services (IFIP/IEEE MMNS), Fortaleza, Brazil, September
2000, Kluwer Academic Publishers, Boston, MA, 2000, pp. 47-59.
A Distributed Simulator for Large-Scale Networks with On-Line
Collaborative Simulators
- B. Szymanski, J.-F. Zhang and J. Jiang
- Proc. European Multisimulation Conference - ESM99,
Warsaw, Poland, June 1999, SCS Press, vol. II, pp. 146-150.
Distributed Object-Oriented Repositories for Network Management
- A. Bivens, P. Fry, L. Gao, M.F. Hulber, B. Szymanski and Q. Zhang
- Proc. 13th Int. Conference on System Engineering, Las Vegas, NV,
August, 1999, pp. CS169-174.
Agent-Based Network Monitoring
- A. Bivens, L. Gao, M.F. Hulber and B. Szymanski
- Proc. Autonomous Agents99 Conference, Workshop 1, Agent Based High
Performance Computing: Problem Solving Applications and Practical Deployment,
Seattle, WA, May 1999, pp. 41-53.
Fuzzy ROC Curves for the 1 Class SVM: Application to Intrusion Detection
- P.F. Evangelista, P. Bonnisone, M.J. Embrechts, and B.K. Szymanski
- Proc. 13th European Symposium on Artificial Neural Networks ESANN05, Burges, Belgium,
April 2005, pp. 345-350.
On the Development of an Internetwork-centric Defense to Scanning Worms,
- S. Coull and B.K. Szymanski
- Proc. 40th Hawaii International Conference
on System Sciences (HICSS-40), Big Island, HI, January 2007, 10 pages, CD-ROM,
IEEE Computer Society Press, 2007.
Reputation-based Security in Routed Networks
- S.E. Coull, and B.K. Szymanski
- Fast Abstracts: Suppl. Proc. International Conference on Dependable Systems
and Networks, DSN04,
Florence, Italy, June 2004.
Recursive Data Mining for Masquerade Detection and Author Identification,
- B. Szymanski and Y. Zhang
- Proc. 5th IEEE System, Man and Cybernetics Information Assurance
Workshop, West Point, NY, June, 2004, pp. 424-431.
Intrusion Detection: A Bioinformatics Approach
- S. Coull, J. Branch, B. Szymanski and E. Breimer
- Proc. 19th Annual Computer Security Applications Conference,
Las Vegas, NV, December, 2003, pp. 24-33.
- Best Student Paper Award
Methodology of Risk Assessment in Mobile Agent System Design
- I. McLean, B.K. Szymanski, and A. Bivens
- Proc. 4th Annual Information Assurance Workshop,
West Point, NY, June 2003, IEEE Computer Society Press, 2003, pp. 35-42.
Denial of Service Intrusion Detection Using Time Dependent Deterministic
Finite Automata
- J. Branch, A. Bivens, C-Y. Chan, T.-K. Lee, and B. Szymanski
- Proc. Research Conference, Troy, NY, October, 2002.
Network-based Intrusion Detection using Neural Networks
- A. Bivens, C. Palagiri, R. Smith, B. Szymanski and M. Embrechts
- Proc. Intelligent Engineering Systems through Artificial Neural Networks
ANNIE-2002, St. Louis, MO, vol. 12, ASME Press, New York, NY, 2002, pp. 579-584.
Host-Based Intrusion Detection Using User Signatures
- S. Freeman, A. Bivens, J. Branch and B. Szymanski
- Proc. Research Conference, Troy, NY, October, 2002.
Selecting Scientific Papers for Publication via Citation Auctions
- J.L. de la Rosa, and B.K. Szymanski
- IEEE Intelligent Systems, vol. 22, no. 6, Nov/Dec 2007, 22-26.
Improving Spatial Locality using Data Mining
- K. Sequeira, M.J. Zaki, B.K. Szymanski, and C.D. Carothers
- Proc. 9th International Conference
on Knowledge Discovery and Data Mining Washington, D.C.,
August 2003, pp. 649-654.
Understanding Filesystem Performance for Data Mining
Applications
- B. Bouqata, C.D. Carothers, B.K. Szymanski, and M.J. Zaki
- Proc. 6th International Workshop on High Performance Data Mining:
Pervasive and Data Stream Mining (HPDM:PDS'03) at the Third International
SIAM Conference on Data Mining, San Francisco, CA, May 2003.
Simulation of Dynamic Data Replication Strategies in Data Grids
- H. Lamehamedi, Z. Shentu, B. Szymanski, and E. Deelman
- Proc. 12th Heterogeneous Computing Workshop (HCW2003)
Nice, France, April 2003, IEEE Computer Science Press, Los Alamitos, CA, 2003.
Data Replication Strategies in Grid Environments
- H. Lamehamedi, B. Szymanski, Zujun Shentu, and E. Deelman
- Proc. 5th International Conference on Algorithms and Architecture
for Parallel Processing, ICA3PP'2002, Bejing, China, October 2002,
IEEE Computer Society Press, Los Alamitos, CA, 2002, pp. 378-383.
Checkpointing of Multithreaded Programs
- C. Carothers and B. Szymanski
- Dr. Dobbs Journal, vol. 15, no 8, August 2002, pp. 45-60.
Experiences with Distributed Computation of Twin Primes
Distributions
- P. Fry, J. Nesheiwat and B. Szymanski
- Parallel and Distributed Computing Practices, vol. 2,
no. 3, November, 1999, pp. 299-31.
BSP-based Adaptive Parallel Processing
- M. Nibhanapudi and B. Szymanski
- High Performance Cluster Computing, vol. I, Architectures and
Systems, Prentice Hall, New York, 1999, pp. 702-721.
Metacomputing: Parallel Computation Over the Internet
- P.H. Fry and B.K. Szymanski
- Proc. Third Int. Conference on Parallel Processing and Applied
Mathematics, PPAM99, Kazimierz Donly, Poland, September 1999, pp. 17-31.
Adaptive Bulk-Synchronous Parallelism On A Network of Non-Dedicated Workstations
- M. Nibhanapudi and B. Szymanski
- High Performance Computing Systems and Applications, Kluwer Academic
Publishers, Reading, MA, 1998, pp. 439-452.
Computing Twin Primes and Brun's Constant: A Distributed Approach
- P. Fry, J. Nesheiwat and B. Szymanski
- Proc. Seventh IEEE Int. Symposium on High Performance
Distributed Computing, Chicago, IL, July 1998, IEEE Computer Society Press,
Los Alamitos, CA, 1998, pp. 42-49.
Fine-Grain Discrete Voronoi Diagram Algorithm in L_1 and L(infinity)
Norms
- W. Maniatty and B.K. Szymanski
- Mathematical and Computer Modelling, vol. 26, no. 4, 1997, pp. 71-78.
Runtime Support for Virtual BSP Computer
- M. Nibhanapudi and B. Szymanski
- Proc. Parallel and Distributed Computing Workshop at 12th Int.
Parallel Processing Symposium (IPPS/SPDP 1998), Orlando, FL, March 1998,
LNCS 1388, Springer Verlag, Berlin, 1996, pp. 147-158.
Adaptive Parallelism in the Bulk-Synchronous Parallel Model
- M. Nibhanapudi and B. Szymanski
- Proc. EurPar96 Parallel Processing, Lyon, France, August 1996,
vol. II, LNCS 1124, Springer Verlag, Berlin, 1996, pp. 311-318.
Run Time Reference Clustering for Cache Performance Optimization
- W. Kaplow, P. Tannenbaum, B. Szymanski and V. Decyk
- Proc. Second Aizu Int. Symposium on Parallel Algorithms/Architectures
Synthesis, Aizu-Wakamtsu, Japan, March 17-21, 1997, IEEE Computer Society
Press, Los Alamitos, CA , pp. 42-49.
Automatic Verification of a Class of Symmetric Parallel Programs
- B. Szymanski and J. Vidal
- Technology and Foundations, Proc. 13th IFIP World Congress,
Hamburg, Germany, August 1994, IFIP Transactions A-51,
vol. 1, North-Holland, Amsterdam, 1994, pp. 571-576.
Mutual Exclusion Revisited
- B. Szymanski
- Proc. Fifth Jerusalem Conference on Information Technology,
Jerusalem, Israel, October 1990, IEEE Computer Society Press, Los Alamitos,
CA, pp. 110-117.
The Effects of Heterogeneity on Asynchronous Panmictic Genetic Search
- B.K. Szymanski, T. Desell and C. Varela
- Proc. 7th International Conference on Parallel Processing and Applied
Mathematics, PPAM07, September 2007, Gdansk, Poland, LCNS, Springer, Berlin,
2008, in print.
The Transition and adoption of modern programming concepts for scientific
computing in Fortran,
- C. Norton, V. Decyk, B. Szymanski and H. Gardner
- Scientific Programming, vol. 15, no. 1, Spring, 2007, pp. 27-44.
Dynamic Malleability in MPI Applications,
- K. El Maghraoui, T.J. Desell, B.K. Szymanski, and C.A. Varela
- Seventh IEEE International Symposium on Cluster Computing and the Grid,
CCGrid 2007 Rio De Janerio, Brazil, IEEE Computer Society Press,
Los Alamitos, CA, May, 2007, pp. 591-598,
- Nominated for the Best Paper Award
A Middleware Framework for Maximum Likelihood Evaluation over
Dynamic Grids,
- W.-J. Wang, K. El Maghraoui, J. Cummings, J, Napolitano,
B.K. Szymanski, C.A. Varela
- Proc. e-Science 2006, Second IEEE International Conference on e-Science and
Grid Computing, P.M.A. Sloot, G.D. van Albada, M. Bubak, and A. Trefethen
(edts), Amsterdam, Netherlands, December, 2006.
Decentralized Data Management Framework for Data Grids,
- H. Lamehamedi and B.K. Szymanski
- Future Generation Computer Systems, vol.23, no. 1, January
2007, pp. 109-115.
Towards an Internet Operating System: Middleware for Adaptive Distributed
Computing,
- K. El Maghraoui, T.J. Desell, B.K. Szymanski and C. Varela
- Int. Journal of High Performance Computing Applications, vol. 20,
no. 4, Winter 2006, pp. 467-480.
An Architecture for Reconfigurable Iterative MPI Applications in Dynamic
Environments,
- K. El Maghraoui, B.K. Szymanski and C. Varela
- Proc. 6th International Conference on Parallel Processing and Applied
Mathematics (Revised papers) R. Wyrzykowski, J. Dongarra, N. Mayer and
J. Wasniewski (Eds.), Poznan, Poland, September 2005, LNCS, vol. 3911, Springer
Verlag, Berlin, 2006, pp. 258-271.
Towards a Middleware Framework for Dynamically Reconfigurable Scientific
Computing
- K. El Maghraoui, T. Desell, B.K. Szymanski, J.D. Teresco, and C.A. Varela
- Grid Computing: New Frontiers of High Performance Computing, Elsevier, 2005.
Adaptive Computation over Dynamic and Heterogeneous Networks
- K. El Maghraoui, J.E. Flaherty B.K. Szymanski, J.D. Teresco and C. Varela
- Proc. 5th International Conference on Parallel Processing and Applied
Mathematics (Revised papers) R. Wyrzykowski, J. Dongarra, M. Paprzycki and
J. Wasniewski (Eds.), Czestochowa, Poland, September 2003, LNCS, vol. 3019,
Springer Verlag, Berlin, pp. 1083-1090.
Dynamically Reconfigurable Scientific Computing on Large-Scale Heterogeneous
Grids
- B. Szymanski, C. Varela, J. Cummings and J. Napolitano
- Proc. 5th International Conference on Parallel Processing and Applied
Mathematics (Revised papers) R. Wyrzykowski, J. Dongarra, M. Paprzycki and
J. Wasniewski (Eds.), Czestochowa, Poland, September 2003, LNCS, vol. 3019,
Springer Verlag, Berlin, pp. 419-430.
Instrumentation Database System for Performance Analysis of Parallel
Scientific Applications
- J. Nesheiwat and B. Szymanski
- Parallel Computing, vol.28, no. 10, August 2002, pp. 1409-1449.
Scalable Computers
- B. Szymanski
- Encyclopedia of Computer Science and Technology, vol. 39,
A. Kent and J.G. Williams (exec. edts),
Marcel Dekker Inc., New York, 1998, pp. 211-228.
How to support inheritance and run-time polymorphism in Fortran 90
- V.K. Decyk, C.D. Norton and B.K. Szymanski
- Computer Physics Communications, vol. 115, Dec. 1998, pp. 1-9.
Load Balancing and Communication Optimization for
Parallel Adaptive Finite Element Methods
- J.E. Flaherty, R.M. Loy, P.C. Scully, M.S. Shephard, B. Szymanski
J.D. Teresco and L.H. Ziantz
- Proc. XVII Int. Conference of Chilean Computer Science Society,
Valparaiso, Chile, November 1997, IEEE Computer Society Press, Los Alamitos, CA,
pp.246-255.
Expressing Object-Oriented Concepts in Fortran90
- V. Decyk, C. Norton and B. Szymanski
- ACM Fortran Forum, vol. 16, no. 1, April 1997, pp. 13-18.
Tiling for Parallel Execution - Optimizing Node Cache Performance
- W. Kaplow and B. Szymanski
- Parallel Processing Letters, vol. 7, no. 4, 1997, pp. 393-407.
Adaptive Local Refinement with Octree Load-Balancing for the Parallel
Solution of Three-Dimensional Conservation Laws
- J.E. Flaherty, R.M. Loy, M.S. Shephard, B.K. Szymanski, J.D. Teresco,
and L.H. Ziantz
- Journal of Parallel and Distributed Computing, vol. 47, 1997,
pp. 139-152.
High Performance Object Oriented Scientific Programming in
Fortran 90
- C. Norton, V. Decyk and B. Szymanski
- Proc. Eighth SIAM Conference on Parallel Processing for
Scientific Computing, Minneapolis, MN, March, 1997, SIAM Press.
How to Express C++ Concepts in Fortran 90
- V. Decyk, C. Norton and B. Szymanski
- Scientific Programming, vol. 6, no. 4, Winter 1997, pp. 363-390.
Predictive Load Balancing for Parallel Adaptive Finite Element Computation
- J.E. Flaherty, R.M. Loy, M.S. Shephard, J.D. Teresco, B.K. Szymanski
and L.H. Ziantz
- Proc. Int. Conference on Parallel and Distributed Processing
Techniques and Applications (PDPTA'97), Las Vegas, NV, June 30-July 3,
1997, Vol. I, pp. 460-469.
Program Optimization Based on Compile-Time Cache Performance Prediction
- W. Kaplow and B. Szymanski
- Parallel Processing Letters, vol. 6, no. 1, March 1996, pp. 173-184.
Experiences with Object Oriented Parallel Plasma Simulations
- V. Decyk, C. Norton and B. Szymanski
- Proc. Computing in High Energy Physics'95, Rio de Janeiro,
Brazil, September, 1995, World Scientific, Singapore, 1996, pp. 26-30.
Integrating Data and Task Parallelism in Scientific Programs
- E. Deelman, W. Kaplow, B. Szymanski, P. Tannenbaum
and L. Ziantz
- Languages, Compilers and Run-Time Systems for Scalable Computers,
Kluwer Academic Publishers, Reading, MA, 1996, pp. 169-184.
Simultaneous Parallel Reduction on SIMD Machines
- B. Szymanski, W. Maniatty and B. Sinharoy
- Parallel Processing Letters, vol. 5, no. 3, Sept. 1995, pp. 437-449.
Object-Oriented Parallel Computation for Plasma Simulation
- C. Norton, B. Szymanski and V. Decyk
- Communication of the ACM, vol. 38, no. 10, Oct. 1995, pp. 88-100.
Memory Optimization for Parallel Functional Programs
- B. Sinharoy and B. Szymanski
- Computing Systems in Engineering,vol. 6, nos 4/5, Oct. 1995,
pp. 415-422.
Introduction to Object-Oriented Concepts using Fortran90
- V. Decyk, C. Norton, B. Szymanski
- web site: http://www.cs.rpi.edu/~szymansk/OOF90/F90_Objects.html
1995.
Plasma Simulation on Networks of Workstations using the
Bulk-Synchronous Parallel Model
- M. Nibhanapudi, C. Norton and B. Szymanski
- Proc. Int. Conference on Parallel and Distributed Processing Techniques
and Applications (PDPTA'95), Las Vegas, NV, November 1995, pp. 13-22.
Parallel Object Oriented Implementation of a 2D Bounded Electrostatic
Plasma PIC Simulation
- C. Norton, B. Szymanski and V. Decyk
- Proc. Seventh SIAM Conference on Parallel Processing for Scientific
Computing, San Francisco, February, 1995, SIAM, Philadelphia, 1995,
pp. 207-212.
Impact of Memory Hierarchy On Program Partitioning and Scheduling
- W. Kaplow, W. Maniatty and B. Szymanski
- Proc. 28th Hawaii Int. Conference of System Sciences, Maui, HI,
January, 1995, IEEE Computer Society Press, Los Alamitos, CA, 1995, vol. II,
pp. 93--102.
Specifying Parallel Programs in Functional Language: the EPL
Experience
- B. Szymanski
- Specification of Parallel Algorithms, DIMACS Series in Discrete
Mathematics and Theoretical Computer Science, Vol. 18, American Mathematical
Society, Providence, RI, 1994, pp. 201-223.
Compiler Technology for Parallel Scientific Computation
- C. Ozturan, B. Sinharoy, and B. Szymanski
- Scientific Programming, vol. 3, no. 3, 1994, pp. 201-225.
Data and Task Alignment in Distributed Memory Architectures
- B. Sinharoy and B. Szymanski
- Journal of Parallel and Distributed Computing, vol. 21, no. 1,
April 1994, pp. 61-74.
Finding Optimum Wavefront of Parallel Computation
- B. Sinharoy and B. Szymanski
- Journal of Parallel Algorithms and Applications, vol. 2, no. 1,
1994, pp. 5-26.
Run-Time Optimization of Sparse Matrix-Vector Multiplication on SIMD
Machines
- L. Ziantz, C. Ozturan and B. Szymanski
- Proc. 6th Int. Conference on Parallel Architecture and
Languages, PARLE'94, Athens, Greece, July 1994, LNCS 817, Springer-Verlag,
Berlin, 1994, pp. 313-22.
Complexity of the Closest Vector Problem in a Lattice Generated by
(0,1)-Matrix
- B. Szymanski and B. Sinharoy
- Information Processing Letters, vol. 42, no. 3, May 1992, pp.
121-126.
Time Quantum GVT: A Scalable Computation of the Global Virtual Time in
Parallel Discrete Event Simulations
- G. Chen and B.K. Szymanski
- Scalable Computing: Practice and Experience, vol. 8(4), 2007, to appear.
Parallel Logic Simulation of Million-Gate VLSI Circuits
- L. Zhu, G. Chen, B. Szymanski, C. Tropper, and T. Zhang
- Proc. 13th IEEE International Symposium on Modeling, Analysis, and
Simulation of Computer and Telecommunication Systems, MASCOTS05, Atlanta,
GA, September 2005, pp. 521-524.
DSIM: Scaling Time Warp to 1,033 Processors
- G. Chen and B.K. Szymanski
- Proc. Winter Simulation Conference WSC05, Orlando, FL, December 2005,
pp. 346-355.
Four Types of Lookback
- G. Chen and B.K. Szymanski
- Proc. 17th Workshop on Parallel and Distributed Simulation,
San Diego, CA, June 2003, pp. 3-10.
Component-Based Simulation and Agent-Based Brokering: Towards Ad Hoc
Simulations in Crisis and Emergency Management
- G. Chen, B.K. Szymanski and L. Wilson
- Proc. Computer Networks and Distributed Systems Modeling and
Simulation, CNDS'03, Orlando, FL, January 2003, p. 37-44.
COST: A Component-Oriented Discrete Event Simulator
- G. Chen and B.K. Szymanski
- Proc. Winter Simulation Conference, WSC02, San Diego, CA,
December 2002, Vol. I, pp. 776-782.
Lookahead, Rollback and Lookback, Searching for Parallelism in Discrete
Event Simulation
- G. Chen and B. Szymanski
- Proc. Summer Computer Simulation Conference, San Diego, CA, July 2002.
Simulating Spatially Explicit Problems on High Performance
Architecture
- E. Deelman and B.K. Szymanski
- Journal of Parallel and Distributed Computing, vol. 62, 2002,
pp. 446-467
Lookback: A New Way of Exploiting Parallelism in Discrete Event
Simulation
- G. Chen and B. Szymanski
- Proc. 16th Workshop on Parallel and Distributed Simulation,
Washington, DC, May 2002, IEEE CS Press, pp. 153-162.
Research and Commercial Opportunities in Web-Based Simulation
- J. Miller, P. Fishwick, P. Benjamin, B. Szymanski and S. Tayor
- Simulation Practice and Theory, vol. 9, no. 1-2, October 2001,
pp. 55-72.
Component-Oriented Simulation Architecture: Towards Interoperability
and Interchangeability
- G. Chen and B. Szymanski
- Proc. 2001 Winter Simulation Conference, Arlington, VA, December 2001,
SCS Press, 2001, pp. 495-501.
Component-Based Simulation
- G. Chen and B. Szymanski
- Proc. Modeling and Simulation Conference, ESM2001,
E.J.H. Kerckhoffs and M. Snorek, edts, Prague, Czech Republic, June 2001,
SCS Press, Delft, Netherlands, 2001, pp. 68-75,
- Nominated for the Best Paper Award
Linking spatially explicit parallel continuous and discrete models
- G. Chen and B.K. Szymanski
- Proc. Winter Simulation Conference, Orlando, FL, December 2000
IEEE Computer Society Press, Los Alamitos, CA, pp. 1705-1712.
Dynamic Load Balancing in Parallel Discrete Event Simulation
for Spatially Explicit Problems
- E. Deelman and B.K. Szymanski
- Proc. 12th Workshop on Parallel and Distributed Simulation - PADS98,
Calgary, Canada, June 1998, IEEE Computer Society Press, Los Alamitos, CA,
pp. 46-53.
Breadth-First Rollback in Spatially Explicit Simulations
- E. Deelman and B. Szymanski
- Proc. 11th Workshop on Parallel and Distributed Simulation (PADS97),
Lockenhaus, Austria, June 10-13, 1997, IEEE Computer Society Press,
Los Alamitos, CA, pp. 124-131.
Continuously Monitored Global Virtual Time
- E. Deelman and B. Szymanski
- Proc. Int.
Conference on Parallel and Distributed Processing Techniques and Applications
(PDPTA'97), Las Vegas, NV, June 30-July 3, 1997, Vol. I, pp. 1-10.
Spatially structured superinfection and the evolution of disease
virulence
- T. Caraco, S. Glavanakov, S. Li, W. Maniatty, and B. Szymanski
- Theoretical Population Biology, vol. 69, no. 4, 2006, pp. 367-384.
Stage-Structured Infection Transmission and a Spatial Epidemic: A Model
for Lyme Disease
- T. Caraco, S. Glavanakov, G. Chen, B. Szymanski, T. Ohsumi and
J. Flaherty
- American Naturalist, vol. 160, no.3, September 2002, pp. 348-359.
Spatial Models of Persistence in RNA Worlds: Exploring the Origins of
Life
- N. Lehman, T. Caraco, W. Maniatty and B. Szymanski
- Parallel Processing and Applied Mathematics, Naleczow, Poland,
Septmber 2001, LNCS vol. 2328,
Springer Verlag, Berlin, June 2002, pp. 896-903.
Lyme Disease in New York State: Spatial Pattern at a Regional Scale
- S. Glavanakov, D. White, T. Caraco, A. Lapenis, G. Robinson, W. Maniatty and B. Szymanski
- American Journal of Tropical Medicine and Hygiene, vol. 65, no. 5,
May 2001, pp. 538-555.
Multiparadigm Simulations in Modeling Spread of Lyme Disease
- G. Chen, B. Szymanski and T. Caraco
- Proc. 14th European Simulation Multiconference (ESM2000), Ghent,
Belgium, May 2000, SCS Press, pp. 631-638.
High-Performance Computing Tools for Modeling Evolution in Epidemics
- W. Maniatty, B. Szymanski and T. Caraco
- Proc. 32nd Annual Hawaii Int. Conference on
System Science, Maui, HI, January 1999, IEEE Computer Society,
Los Alamitos, CA, 1999.
Parallel Computing with Generalized Cellular Automata
- W. Maniatty, B.K. Szymanski and T. Caraco
- Parallel and Distributed Computing Practices, vol. 1, no. 1, 1998,
pp. 31-50.
High-Performance Simulation of Evolutionary Aspects of Epidemics
- W. Maniatty, B. Szymanski and T. Caraco
- Applied Parallel Computing, Umea, Sweden, LNCS, Vol. 1541,
Springer-Verlag, Berlin, 1998, pp. 322-331.
Spatial Effects and Competitive Coexistence
- T. Caraco, W. Maniatty and B. Szymanski
- Spatiotemporal Models in Biological and Artificial Systems,
IOS Press, Amsterdam, 1997, vol. 37 in Frontiers in Artificial Intelligence
and Applications, pp. 9-16.
System Knowledge Acquisition in Parallel Discrete Event Simulation
- E. Deelman and B. Szymanski
- Proc. 1997 IEEE Int. Conference on Systems, Man and Cybernetics,
Orlando, FL, October 1997, IEEE Computer Society Press, Los Alamitos, CA,
pp. 2996-3001.
Parallel Discrete Event Simulation of Lyme Disease
- E. Deelman, B. Szymanski and T. Caraco
- Biocomputing: Proc. 1996 Pacific Symposium, Big Island, HI, January
1996, World Scientific Publishing Corp., Singapore, 1996, pp. 191-202.
Simulating Lyme Disease Using Parallel Discrete Event Simulation
- E. Deelman, B. Szymanski and T. Caraco
- Proc. 1996 Winter Simulation Conference, San Diego, December 1996, pp. 1191-1198.
An Upper Bound for a Time Step in Parallel Spatially Explicit
Biological Simulations
- B. Szymanski
- System Analysis, Modelling and Simulation, vol. 18-19, 1995,
pp. 717-720.
Spatial Analysis of Vector-Borne Disease: A Four Species Model
- B. Szymanski and T. Caraco
- Evolutionary Ecology, vol. 8, no. 3, 1994, pp. 299-314.
TEMPEST: A Fast Spatially Explicit Model of Epidemics on Parallel
Machines
- B. Maniatty, B. Szymanski and T. Caraco
- Proc. High Performance Computing Symposium, San Diego, CA,
April 10-14, 1994, SCS Press, San Diego, CA, pp. 114-119.
Citation Auctions as a Method to Improve Selection of Scientific Papers
- J. L. de la Rosa and B.K. Szymanski
- Proc. Second Int. Conference on Digital Information Management, ICDIM'07
Lyon, France, October, 2007, IEEE Computer Society Press, Los Alamitos, CA, 2007.
Some Properties of the Gaussian Kernel for One Class Learning
- P. Evangelista, M. Embrechts and B.K. Szymanski
- Proc. Int. Conference on Artificial Neural Networks, ICANN07
Proto, Portugal, September 9-13, 2007, Lecture Notes in Computer
Science, vol. 4668, Part I, Springer, Berlin, Germany, 2007, pp. 269-278.
Sigma Tuning of Gaussian Kernels: Detection of Ischemia from Magnetocardiograms
- L. Han, M. Embrechts, B. Szymanski, K. Sternickel, and A. Ross
- Computational Methods in Feature Selection, H. Liu and H. Motoda,
editors, CRC Press, Chapman and Hall Series, 2007.
Using Efficient Supanova Kernel For Heart Disease Diagnosis
- B. Szymanski, L. Han, M. Embrechts, A. Ross, K. Sternickel, and L. Zhu
- Proc. Proc. ANNIE06, Intelligent Engineering Systems Through Artificial
Neural Networks, St. Louis, MO, November, 2006, vol. 16, ASME, New York,
NY, pp. 305-310.
VOGUE: A Novel Variable Order-Gap State Machine for Modeling Sequences
- B. Bouqata, C. Carothers, B. Szymanski and M. Zaki,
- Proc. 10th European Conference on Principles and Practice of Knowledge
Discovery in Databases, Berlin, Germany, September, 2006,
LCNS vol. 4213, Springer, Berling/Heidelberg, pp. 42-54, 2006.
A Computationally Efficient SUPANOVA: Spline Kernel Based Machine
Learning Tool,
- B.K. Szymanski, L. Zhu, H. Long, M.J. Embrechts, A. Ross and
K. Sternickel,
- Proc. 11th Online World Conference on Soft Computing in Industrial
Applications, September-October, 2006, in Industrial Applications
Recent and Emerging Methods and Techniques, Series: Advances in Soft
Computing , Vol. 39, Saad, A.; Avineri, E.; Dahal, K.; Sarfraz, M.;
Roy, R. (Eds.), Springer, Berlin, 2007, pp.144-155.
Data Fusion for Outlier Detection through Pseudo-ROC Curves and Rank
Distributions
- P.F. Evangelista, M.J. Embrechts, P. Bonnisone, and B.K. Szymanski
- Proc. International Joint Conference on Neural Networks 2006,
Vancuver, Canada, July 2006.
Random Forests Feature Selection with Kernel Partial Least Squares: Detecting
Ischemia from MagnetoCardiograms
- L. Han, M.J. Embrechts, B.K. Szymanski, K. Sternickel and A. Ross
- Proc. European Symposium on Artificial Neural Networks, Burges,
Belgium, April, 2006, pp. 221-226.
A day in the life of a metamorphic petrologist
- S. Adali, B. Bouqata, A. Marcus, F. Spear, and B.K. Szymanski
- Proc. 3rd International Workshop on Semantic Web and Databases (SWDB'06), Atlanta, GA, April, 2006.
Taming the Curse of Dimensionality in Kernels and Novelty Detection
- P.F. Evangelista, M.J. Embrechts, and B.K. Szymanski
- Applied Soft Computing Technologies: The Challenge of Complexity, Abraham, A.; Baets, B.d.; Koppen, M.; Nickolay, B. (Eds.),
Springer Verlag, Berlin, 2006.
Fuzzy ROC Curves for Unsupervised Nonparametric Ensemble Techniques
- P.F. Evangelista, M.J. Embrechts, P. Bonnisone, and B.K. Szymanski
- Proc. International Joint Conference on Neural Networks 2005, Montreal, Canada, August 2005.
Introduction to Scientific Data Mining
- M. Embrechts, B. Szymanski and K. Sternickel
- Computationally Intelligent Hybrid Systems: The Fusion of Soft Computing and Hard
Computing, Wiley, New York, 2005, pp. 317-365.
Use of Machine Learning for Classification of Magnetocardiograms
- M. Embrechts, B. Szymanski, K. Sternickel, T. Naenna, and R.
Bragaspathi
- Proc. IEEE Conference on System, Man and Cybernetics, Washington DC,
October 2003, pp. 1400-1405.
Efficient and Inefficient Ant Coverage Methods
- S. Koenig, B.K. Szymanski and Y. Liu
Annals of Mathematics and Artificial Intelligence, vol. 31, no. 1-4,
May 2001, pp. 41-76.
Conceptor: a model of selected consciousness features including
emergence of basic speech structures in early childhood
- K. Fialkowski and B. Szymanski
- Art, Technology, Consciousness mind@large, Intellect Press,
Bristol, U.K., 2000, pp. 185-190.
Conceptor: A Model of Emergence of Basic Speech Structures in Early
Childhood as a Part of Consciousness Development
- K. Fialkowski and B. Szymanski
- Proc. Consciousness Reframed 3, Newport, U.K., August 23-27, 2000,
University of Wales College Press, 2000.
Value-Update Rules for Real-Time Search
- S. Koenig and B.K. Szymanski
- Proc. National Conference on Artificial Intelligence (AAAI),
Orlando, FL, July 1999, pp. 718-724.
Complexity of Node Counting on Undirected Graphs
- B.K. Szymanski and S. Koenig
- Technical Report CS 98-02, Department of Computer Science, RPI,
1998.