Papers | Boleslaw K. Szymanski

The publications below are presented in the electronic format for the purpose of non-commercial dissemination of scientific information. Their availability does not imply that any of their authors relinquish their copyrights. The papers may be copied for scholarly, but not commercial purposes, provided that the authors' copyrights are respected.

Most Recent Papers

Overlapping Community Detection in Networks: the State of the Art and Comparative Study,
Jierui Xie, Stephen Kelly, and Boleslaw K. Szymanski

ACM Computing Surveys 45(12) December 2013, to appear.
Grammatical Inference for Modeling Mobility Patterns in Networks,
Sahin C. Geyik, Eyuphan Bulut and Boleslaw K. Szymanski

IEEE Trans. Mobile Computing 12 2013, to appear.
Secure Multi-copy Routing in Compromised Delay Tolerant Networks,
Eyuphan Bulut and Boleslaw K. Szymanski,

Wireless Personal Communication, 68 2013, to appear.
Dynamic Branch Prediction in Master/Slave Speculative Parallelization Architecture for Computer Clusters,
Joan Puiggali, Boleslaw K. Szymanski, Teo Jov, and Jose L Marzo,

Concurrency and Computation: Practice and Experience, 25 2013, to appear.
Robust Dynamic Service Composition in Sensor Networks,
Sahin C. Geyik, Boleslaw K. Szymanski and Petros Zerfos

IEEE Trans. on Service Computing 6 2013, to appear.
In-Network Outlier Detection in Wireless Sensor Networks,
Joel Branch, Chris Giannella, Boleslaw Szymanski, Ran Wolff, and Hillol Kargupta

Knowledge and Information Systems 34(1) January 2013, pp. 23-54.
Energy Efficient Location Service for Mobile Ad Hoc Networks,
Zijian Wang, Eyuphan Bulut and Boleslaw K. Szymanski

Ad Hoc Networks 11(1) January 2013, pp. 273-287.
Document Clustering with Bursty Information,
A. Hoonlor, B.K. Szymanski, M. Zaki, and V. Chaoji

Computing and Informatics 31(6+) December 2012, pp. 1533-1555.
Analytic Treatment of Tipping Points for Social Consensus in Large Random Networks,
W. Zhang, C. Lim, and B. K. Szymanski

Physical Review E, 86(6) 061134 (2012) [7 pages]
Network Coordination and Synchronization in a Noisy Environment with Time Delays,
D. Hunt, B. K. Szymanski, G. Korniss,

Physical Review E, 86(5) 056114 (2012) [18 pages]
Exploiting Friendship Relations for Efficient Routing in Mobile Social Networks,
Eyuphan Bulut and Boleslaw K. Szymanski

Spotlight Paper for the December 2012

IEEE Trans. Parallel and Distributed Systems 23(12) December 2012, pp. 2254-2265.
Optimization of flow and cascading effects in weighted complex networks,
Andrea Asztalos, Sameet Sreenivasan, Boleslaw Szymanski, and Gyorgy Korniss

European Physical Journal B 85(8):288 2012, 10 pages.
Market Mechanisms for Resource Allocation in Pervasive Sensor Applications,
Sahin Cem Geyik, S. Yousaf Shah, Boleslaw K. Szymanski, Sanmay Das, and Petros Zerfos

Pervasive and Mobile Computing 8(3) June 2012, pp. 346-357.
Accelerating consensus on co-evolving networks: the effect of committed individuals,
P. Singh, S. Sreenivasan, B. K. Szymanski, and G. Korniss,

Physical Review E, 85(4) 046104, April 2012, 8 pages.
Evolution of opinions on social networks in the presence of competing committed groups,
J. Xie, J. Emenheiser, M. Kirby, S. Sreenivasan, B. K. Szymanski, and G. Korniss

PLoS ONE 7(3):e33215. doi:10.1371/journal.pone.0033215, 2012.
Internet Measures of the Value of Citations,
Boleslaw Szymanski, Josep Lluis de la Rosa i Esteva, Mukkai Krishnamoorthy

Information Sciences, Elsevier, 185(1) February 2012, pp. 18-31.

Human-centric Sensing,
M. Srivastava, T. Abdelzaher, and B.K. Szymanski

Phil. Trans. R. Soc. 370 ser. A(1958) January 13, 2012, 176-197.
GenDeR: A Generic Diversified Ranking Algorithm,
Jingrui He, Hanghang Tong, Qiaozhu Mei, and Boleslaw K. Szymanski

Advances in Neural Information Processing Systems, NIPS 25, December 3-6, 2012, Lake Tahoe, NV, pp. 1151-1159
Dynamic Multipath Routing of Multi-Priority Traffic in Wireless Sensor Networks,
S. Yousaf Shah and Boleslaw K. Szymanski

Proc. 6th Annual Conference of International Technology Alliance, ACITA 2012 (long paper), Southampton, UK, September 19, 2012, Southampton, UK, September 18-20, 2012.
WiFi Access Point Deployment for Efficient Mobile Data Offloading,
Eyupan Bulut and Boleslaw K. Szymanski

Proc. ACM International Workshop on Practical Issues and Applications in Next Generation Wireless Networks (PINGEN 2012) at Mobicom 2012, Istanbul, Turkey, August 26, 2012, pp. 45-50.
Socially-Aware Market Mechanism for Participatory Sensing,
Buster O. Holzbauer, Boleslaw K. Szymanski and Eyuphan Bulut

Proc. ACM International Workshop on Mission-Oriented Wireless Sensor Networking (MiSeNet) at Mobicom 2012, Istanbul, Turkey, August 26, 2012, pp. 9-14.
Using Location-Based Social Networks to Validate Human Mobility and Relationships Models,
Tommy Nguyen and Boleslaw K. Szymanski

Best Paper Award

The Second Workshop on Social Network Analysis in Applications (SNAA 2012), Istanbul, Turkey, August 26, 2012, in Proc. 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, pp. 1247-1253.
Team Formation in Social Networks,
Meenal Chhabra, Sanmay Das, and Boleslaw K. Szymanski,

Computer and Information Sciences III, Proc. 27th International Symposium on Computer and Information Science, ISCIS 2012, Paris, France, October 3-5, 2012, Lecture Notes in Electrical Engineering, Springer, Berlin, Germany, 2012, pp. 291-299.
Policy-aware Service Composition in Sensor Networks,
Raheleh Dilmaghani, Keith Grueneberg, Jorge Lobo, Petros Zerfos, S. Yousaf Shah, Sahin Geyik, and Boleslaw K. Szymanski,

Proc. 9th International Conference on Service Computing, IEEE SCC 2012, Honolulu, HI, June 24-29, 2012.
Utilizing PCFGs for Modeling and Learning Service Compositions in Sensor Networks,
Sahin Cem Geyik, Eyuphan Bulut and Boleslaw K. Szymanski

Proc. 9th International Conference on Service Computing, IEEE SCC 2012, Honolulu, HI, June 24-29, 2012.
On Diversifying Source Selection in Social Sensing,
Md Yusuf S Uddin, Md Tanvir Al Amin, Hieu Le, Tarek Abdelzaher, Boleslaw Szymanski, Tommy Nguyen

9th International Conference on Networked Sensing Systems (INSS), Antwerp, Belgium, June 1 - June 14, 2012, pp. 1-8.
Towards Linear Time Overlapping Community Detection in Social Networks,
Jierui Xie and Boleslaw K. Szymanski

16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Kuala Lumpur, Malaysia, May 29 - June 1, 2012, in Proc. PAKDD, P.-N. Tan et al. (Eds.), Lecture Notes AI vol. 7302, Part II, Springer, Berlin, Germany, 2012, pp. 25-36.
On the Influence of Committed Minorities on Social Consensus,
Boleslaw Szymanski, Sameet Sreenivasan, Jierui Xie, Weituo Zhang, Jeff Emenheiser, Matt Kirby, Chjan Lim and G. Korniss

Proc. NATO RTO HFM-201 Specialists Meeting, Tallinn, Estonia, April 16-18, 2012, pp. 31-1 -- 32-15.
On Growth of Limited Scale-Free Overlay Network Topologies,
Eyuphan Bulut, and Boleslaw K. Szymanski,

Proc. Fourth International Workshop on Network Science for Communication Networks at IEEE Infocom, Orlando, FL, March 30, 2012, Proc. IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE Press, 2012, pp. 208 - 213 .
Transient Traffic Congestion Control with Traveling Auctions,
S. Yousaf Shah, Boleslaw K. Szymanski,

IQ2s: Workshop on Information Quality and Quality of Service for Pervasive Computing at PERCOM 2012, Lugano, Switzerland, March 19, 2012, Proc. 2012 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), IEEE Press, 2012, pp. 14-19.
Behavior Modeling and Classification via Probabilistic Context Free Grammars
Sahin C. Geyik, and Boleslaw Szymanski,

Proc. 21th Behavior Representation in Modeling & Simulation (BRIMS) Conference, Extended Abstract, Amelia Island, March 12-15, 2012, 2012, pp. 217-218.
Tipping Points of Diehards in Social Consensus on Large Random Networks,
Weituo Zhang, Chjan Lim, and Boleslaw Szymanski,

Complex Networks, Proc. 3rd Workshop on Complex Networks, CompleNet, Melbourne, FL, March 7-9, 2012, Studies in Computational Intelligence, vol. 424, Springer, Berlin, Germany, 2013, pp. 161-168.

Wireless and Sensor Network Papers

Grammatical Inference for Modeling Mobility Patterns in Networks,
Sahin C. Geyik, Eyuphan Bulut and Boleslaw K. Szymanski

IEEE Trans. Mobile Computing 12 2013, to appear.
In-Network Outlier Detection in Wireless Sensor Networks,
Joel Branch, Chris Giannella, Boleslaw Szymanski, Ran Wolff, and Hillol Kargupta

Knowledge and Information Systems 34 2013(1), pp. 23-54.
Energy Efficient Location Service for Mobile Ad Hoc Networks,
Zijian Wang, Eyuphan Bulut and Boleslaw K. Szymanski

Ad Hoc Networks 11(1) January 2013, pp. 273-287.
Exploiting Friendship Relations for Efficient Routing in Mobile Social Networks,
Eyuphan Bulut and Boleslaw K. Szymanski

Spotlight Paper for the December 2012

IEEE Trans. Parallel and Distributed Systems 23(12) December 2012, pp. 2254-2265.
Robust Dynamic Service Composition in Sensor Networks,
Sahin C. Geyik, Boleslaw K. Szymanski, and Petros Zerfos

IEEE Trans. on Service Computing 5 2012, to appear.
Dynamic Multipath Routing of Multi-Priority Traffic in Wireless Sensor Networks,
S. Yousaf Shah and Boleslaw K. Szymanski

Proc. 6th Annual Conference of International Technology Alliance, ACITA 2012 (long paper), Southampton, UK, September 19, 2012, Southampton, UK, September 18-20, 2012.
WiFi Access Point Deployment for Efficient Mobile Data Offloading,
Eyupan Bulut and Boleslaw K. Szymanski

Proc. ACM International Workshop on Practical Issues and Applications in Next Generation Wireless Networks (PINGEN 2012) at Mobicom 2012, Istanbul, Turkey, August 26, 2012, pp.45-50.
Socially-Aware Market Mechanism for Participatory Sensing,
Buster O. Holzbauer, Boleslaw K. Szymanski and Eyuphan Bulut

Proc. ACM International Workshop on Mission-Oriented Wireless Sensor Networking (MiSeNet) at Mobicom 2012, Istanbul, Turkey, August 26, 2012, pp. 9-14.
Policy-aware Service Composition in Sensor Networks,
Raheleh Dilmaghani, Keith Grueneberg, Jorge Lobo, Petros Zerfos, S. Yousaf Shah, Sahin Geyik, and Boleslaw K. Szymanski,

Proc. 9ti International Conference on Service Computing, VEER SCC 2012, Honolulu, HI, June 24-29, 2012.
Utilizing PCFGs for Modeling and Learning Service Compositions in Sensor Networks,
Sahin Cem Geyik, Eyuphan Bulut and Boleslaw K. Szymanski

Proc. 9th International Conference on Service Computing, IEEE SCC 2012, Honolulu, HI, June 24-29, 2012.
On Diversifying Source Selection in Social Sensing,
Md Yusuf S Uddin, Md Tanvir Al Amin, Hieu Le, Tarek Abdelzaher, Boleslaw Szymanski, Tommy Nguyen

9th International Conference on Networked Sensing Systems (INSS), Antwerp, Belgium, June 1 - June 14, 2012, pp. 1-8.
Market Mechanisms for Resource Allocation in Pervasive Sensor Applications,
Sahin Cem Geyik, S. Yousaf Shah, Boleslaw K. Szymanski, Sanmay Das, and Petros Zerfos

Pervasive and Mobile Computing 8(3) June 2012, pp. 346-357.
Human-centric Sensing,
M. Srivastava, T. Abdelzaher, and B.K. Szymanski

Phil. Trans. R. Soc. 370 ser. A(1958) January 13, 2012, 176-197.
Utilizing PCFGs for Modeling and Learning Service Compositions in Sensor Networks,
Sahin Cem Geyik, Eyuphan Bulut and Boleslaw K. Szymanski

9th International Conference on Service Computing, IEEE SCC 2012, Honolulu, HI, June 24-29, 2012.
Bio-inspired Multi-Period Routing Algorithms in Delay Tolerant Networks,
E. Bulut and B. K. Szymanski,

Biologically Inspired Communications Networks, Lecture Notes in Computer Science, vol. 6745, Springer, Berlin, Germany, 2012, to appear.
On Growth of Limited Scale-Free Overlay Network Topologies,
Eyuphan Bulut, and Boleslaw K. Szymanski,

Proc. Fourth International Workshop on Network Science for Communication Networks at IEEE Infocom, Orlando, FL, March 30, 2012, Proc. IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE Press, 2012, pp. 208 - 213 .
Transient Traffic Congestion Control with Traveling Auctions,
S. Yousaf Shah, Boleslaw K. Szymanski,

IQ2s: Workshop on Information Quality and Quality of Service for Pervasive Computing at PERCOM 2012, Lugano, Switzerland, March 19, 2012, Proc. 2012 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), IEEE Press, 2012, pp. 14-19.
Distilling Likely Truth from Noisy Streaming Data with Apollo,
Hieu Le, Dong Wang, Hossein Ahmadi, Md Yusuf S Uddin, Boleslaw Szymansk, Raghu Ganti, and Tarek Abdelzaher,

Proc. 9th ACM Conference on Embedded Networked Sensor Systems, Seattle, WA, November 1-4, 2011.
Social-based Cooperative Caching in DTNs: A Contact Duration Aware Approach,
Xuejun Zhuo, Qinghua Li, Guohong Cao, Yiqi Dai, Boleslaw Szymanski, and Tom La Porta,

Proc. 2011 IEEE 8th International Conference on Mobile Adhoc and Sensor Systems (MASS), Valencia, Spain, October 17-22, 2011, pp. 92-100.
On Secure Multi-copy based Routing in Compromised Delay Tolerant Networks,
E. Bulut, and B. K. Szymanski,

Proc. IEEE International Conference on Computer Communications and Networks, Workshop on Privacy, Security and Trust in Mobile and Wireless Systems, Maui, HI, July 31, 2011, pp. 1-7.
Sensor Service Selection through Switch Options,
S. Geyik, B. Szymanski, P. Zerfos, A. Mowshowitz,

Proc.8th International Conference on Service Computing, SCC 2011 Washington DC, July 4-9, 2011, pp. 717-724
Model-driven SOA for sensor networks,
C. Gibson, J. Ibbotson, D. Braines, T. Klapiscak, B.K. Szymanski, and S. Geyik,

Proc. SPIE 8047: The Defense, Security & Sensing Symposium 2011, Orlando, FL 25-29 April 2011
Apollo: Towards factfinding in participatory sensing,
H. Khac Le, Jeff Pasternack, Hossein Ahmadi, M. Gupta, Y. Sun, Tarek F. Abdelzaher, J. Han, Dan Roth, Boleslaw K. Szymanski, Sibel Adali,

Proc. Information Processing in Sensor Networks, IPSN, Chicago, IL, April 12-14, 2011, pp. 129-130.
Market Mechanisms for Value of Information Driven Resource Allocation in Sensor Networks,
B. K. Szymanski, S. Y. Shah, S. Geyik, S. Das, M. Chhabra, and P. Zerfos,

3rd International Workshop on Information Quality and Quality of Service for Pervasive Computing, IQ2S2011 at IEEE Percom 2011, Seattle, WA, March 21, 2011, pp. 62-67
An Energy Efficient Location Service for Mobile Ad Hoc Networks,
Zijian Wang, Eyuphan Bulut and Boleslaw K. Szymanski
Proc. 25th International Symposium on Computer and Information Sciences, London U.K, 22-24 September 2010, Lecture Notes in Electrical Engineering, vol. 62, Springer, pp. 163-168
Efficient Routing in Delay Tolerant Networks with Correlated Node Mobility,
Eyuphan Bulut, Sahin Cem Geyik, and Boleslaw K. Szymanski,

Proc. 7th IEEE International Conference on Mobile Ad-hoc and Sensor Systems IEEE MASS 2010, San Francisco, CA, November 8-12, 2010, pp. 79-88
Friendship based Routing in Delay Tolerant Mobile Social Networks,
Eyuphan Bulut and Boleslaw K. Szymanski
Proc. IEEE Global Communications Conference, IEEE GLOBECOM 2010, Miami, FL, December 6-10, 2010
PCFG Based Synthetic Mobility Trace Generation,
Sahin Cem Geyik, Eyuphan Bulut and Boleslaw K. Szymanski,
Proc. IEEE Global Communications Conference, IEEE GLOBECOM 2010, Miami, FL, December 6-10, 2010
Service Discovery in Delay Tolerant Networks,
Zijian Wang, Eyuphan Bulut, and Boleslaw Szymanski,
Proc. HeterWMN: Workshop on Heterogeneous, Multi-Hop, Wireless and Mobile Networks, IEEE GLOBECOM Workshops (GC Wkshps) Miami, FL, December 6-10, 2010, pp. 136-141
Relational Algebra Coarse Grained Query Cost Models for DDFDs,
Paul Stone, Patrick Dantressangle, Graham Bent, Abbe Mowshowitz, Andi Toce, Boleslaw K. Szymanski

Proc. 4th Annual Conference of International Technology Alliance, ACITA'10 London, U.K., September 15-16, 2010
An Energy Efficient Dynamic Location Server Hierarchy for Mobile Ad Hoc Networks,
Z. Wang, E. Bulut, Boleslaw K. Szymanski, Graham Bent, Abbe Mowshowitz, Paul Stone

Proc. 4th Annual Conference of International Technology Alliance, ACITA'10 London, U.K., September 15-16, 2010
Dynamic Composition of Services in Sensor Networks and Its Implementation under Sensor Fabric,
Sahin Geyik, Boleslaw K. Szymanski, Petros Zerfos, Dinesh Verma, Joel Wright, Christopher Gibson, and Caleb Vincent

Proc. 4th Annual Conference of International Technology Alliance, ACITA'10 London, U.K., September 15-16, 2010
Sensors as a Service Oriented Architecture: Middleware for Sensor Networks,
John B. Ibbotson, Christopher Gibson, Joel Wright, Peter Waggett, Petros Zerfos, Boleslaw K. Szymanski, David Thornley

Proc. 4th Annual Conference of International Technology Alliance, ACITA'10 London, U.K., September 15-16, 2010
A Model-Driven Approach to the Construction, Composition and Analysis of Services on Sensor Networks,
J. Wright, J. Ibbotson, C. Gibson, D. Braines, T. Klapiscak, S. Geyik, B. Szymanski, D. Thornley

Proc. 4th Annual Conference of International Technology Alliance, ACITA'10 London, U.K., September 15-16, 2010
Sensors as a Service Oriented Architecture: Middleware for Sensor Networks,
J. Ibbotson, C. Gibson, J. Wright, P. Wagget, P. Zerfos, B. Szymanski, D.J. Thornley
Proc. 6th International Conference on Intelligent Environments, IE'10, Kuala Lumpur, Malaysia July 19-21, 2010, pp. 209 - 214
Conditional Shortest Path Routing in Delay Tolerant Networks,
E. Bulut, S.C. Geyik, B.K. Szymanski,
Proc. IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks WoWMoM 2010, pp. 1-6, Montreal, Canada, June 14-17, 2010
Behavior Modeling with Probabilistic Context Free Grammars,
Sahin Cem Geyik, Jierui Xie and Boleslaw K. Szymanski
Proc. 13th International Conference on Information Fusion, Edinburgh, U.K., July 26-29, 2010

Dynamic Composition of Services in Sensor Networks,
S. C. Geyik, B.K. Szymanski, P. Zerfos, D. Verma

Proc. 7th IEEE International Conference on Services Computing, SCC 2010, pp. 242-249, Miami, FL, July 5-10, 2010, DOI 10.1109/SCC.2010.26
Cost-Effective Multiperiod Spraying for Routing in Delay-Tolerant Networks,
E. Bulut, Z. Wang, and B.K. Szymanski

IEEE/ACM Transactions On Networking,vol. 18(5):1530-43, October, 2010, DOI:10.1109/TNET.2010.2043744.
Distributed Energy Efficient Target Tracking with Binary Sensor Networks,
Z. Wang, E. Bulut and B.K. Szymanski

ACM Transactions On Sensor Networks,vol. 6(4), July 2010, paper 32, 32 pages.
Cost Efficient Erasure Coding based Routing in Delay Tolerant Networks,
E. Bulut, Z. Wang and B.K. Szymanski

Proc. IEEE International Conference on Communications, ICC09, pp. 1-5, Cape Town, South Africa, May, 2010.
The Effect of Neighbor Graph Connectivity on Coverage Redundancy in Wireless Sensor Networks,
E. Bulut, Z. Wang and B.K. Szymanski

Proc. IEEE International Conference on Communications, ICC09, pp. 1-5, Cape Town, South Africa, May, 2010.
Cognitive and Self-Selective Routing for Sensor Networks,
E. Gelenbe, P. Liu, B.K. Szymanski, and C. Morrell

Computational Management Science, vol. 8(3):237-258, July 2011, DOI: 10.1007/s10287-009-0102-y.
Dynamic Service Execution for Sensor Networks,
L. Chen, Z. Wang, B.K. Szymanski, J. Branch, D. Verma, R. Damarla, and J. Ibbotson

The Computer Journal, vol. 53(5):513-527, June 2010.
Impact of Social Networks in Delay Tolerant Routing,
E. Bulut, Z. Wang, and B.K. Szymanski

Proc. IEEE Global Teleommunications Conference (GLOBECOM 2009), Honolulu, Hawaii, Dec. 1-3, 2009 DOI: 10.1109/GLOCOM.2009.5425860
Distributed Target Tracking with Directional Binary Sensor Networks,
Z. Wang, E. Bulut, and B.K. Szymanski

Proc. IEEE Global TeleCommunications Conference (GLOBECOM 2009), Honolulu, Hawaii, Dec. 1-3, 2009, DOI: 10.1109/GLOCOM.2009.5425628
Self-Selecting Reliable Path Routing in Diverse Wireless Sensor Network Environments,
T. Babbit, C. Morrell, and B.K. Szymanski

Proc. IEEE International Symposium on Computers and Communication, ISCC 09, Sousse, Tunisia, July 5-8, 2009, pp. 1-7
Auction-Based congestion management for Target Tracking in Wireless Sensor Networks,
L. Chen, B.K. Szymanski, and J. Branch

Proc. Seventh Annual IEEE International Conference on Pervasive Computing and Communication, PERCOM 09, Galveston, TX, March 9-13, 2009, pp. 194-203.
Event Recognition in Sensor Networks by Means of Grammatical Inference,
S. Geyik, and B.K. Szymanski

Proc. 28th Conference on Computer Communications, INFOCOM'09, Rio de Janeiro, Brazil, April 19-25, pp. 900-908.
Energy Efficient Collision Aware Multipath Routing for Wireless Sensor Networks,
Z. Wang, E. Bulut, and B.K. Szymanski

Proc. International Conference on Communication, ICC09, Dresden Germany, June 14-18, 2009, pp. 1-5.
Multi-target tracking and identification by a vector of sensors,
S. Geyik, and B.K. Szymanski

Proc. Military Communication Conference, MILCOM 2008, San Diego, CA, November 16-19, 2008, pp. 1-7.
Balancing cost-quality tradeoff in cooperative ad hoc sensor networks,
E. Bulut, Z. Wang, and B.K. Szymanski

Proc. Military Communication Conference, MILCOM 2008, San Diego, CA, November 16-19, 2008, pp. 1-7.
Time Dependent Message Spraying for Routing in Intermittently Connected Networks,
E. Bulut, Z. Wang, and B.K. Szymanski

Proc.Global Telecommunication Conference (IEEE Globecom 2008), Wireless Networking Symposium, New Orleans, LA, November 30 - December 4, 2008, pp. 1-6.
Distributed Target Tracking with Imperfect Binary Sensor Networks,
Z. Wang, E. Bulut, and B. Szymanski

Proc. Global Telecommunication Conference (IEEE Globecom 2008), Ad Hoc, Sensor and Mesh Networking Symposium, New Orleans, LA, November 30 - December 4, 2008, pp. 1-5.
Analysis of Cost-Quality Tradeoff in Cooperative Ad Hoc Sensor Networks,
E. Bulut, Z. Wang and B. Szymanski

Proc. 2nd Annual Conference of International Technology Alliance, ACITA 2008, London, UK, September 2008, pp. 368-369.
Distributed Target Tracking Using Binary Sensors with Imprecise Range Measurements,
Z. Wang, E. Bulut and B. Szymanski

Proc. 2nd Annual Conference of International Technology Alliance, ACITA 2008, London, UK, September 2008, pp. 306-307.
A Grammar Inference Algorithm for Event Recognition in Sensor Networks,
S. Geyik and B. Szymanski

Proc. 2nd Annual Conference of International Technology Alliance, ACITA 2008, London, UK, September 2008, pp. 366-367.
Minimizing Average Spraying Cost for Routing in Delay Tolerant Networks,
E. Bulut, Z. Wang, and B. Szymanski

Proc. 2nd Annual Conference of International Technology Alliance, ACITA 2008, London, U.K., September 2008, pp. 70-77.
Quality-Driven Congestion Control for Target Tracking in Wireless Sensor,
L. Chen, B. Szymanski and J. Branch

Proc. Fifth IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS2008), 1st IEEE Quality of Information Workshop, MASS2008, Atlanta, GA, September 29 - October 2, 2008, pp. 766-771.
A Distributed Cooperative Target Tracking with Binary Sensor Networks,
Z. Wang, E. Bulut, and B.K. Szymanski

Proc. IEEE International Conference on Communication Workshops, ICC 2008,, May 23, 2008, Beijing, China, pp. 306-310.
A Cost-Quality Tradeoff in Cooperative Sensor Networking,
E. Bulut, Z. Wang, and B.K. Szymanski

Proc. IEEE International Conference on Communication Workshops, ICC 2008,, May 19, 2008, Beijing, China, pp. 112-117.
Self-Selecting Reliable Paths for Wireless Sensor Network Routing,
T. Babbitt, C. Morrell, B.K. Szymanski, and J. Branch

Computer Communication Journal, vol. 31(16), 2008, pp. 3799-3809.
A Middleware Framework for Market-Based Actuator Coordination in Sensor and Actuator Networks,
J.W. Branch, L. Chen, and B.K. Szymanski

ACM International Conference on Pervasive Services, Sorrento, Italy, July 6-10, 2008, ACM Press, pp. 101-110.
Biologically Inspired Self Selective Routing with Preferred Path Selection,
B.K. Szymanski, C. Morrell, S.C. Geyik, and T. Babbitt

Bio-Inspired Computing and Communication, LNCS vol. 5151, Springer, New York, NY, 2008, pp. 229-240.
Naming Games in Two-Dimensional and Small-World-Connected Random Geometric Networks,
Q. Lu, G. Korniss, and B.K. Szymanski

Physical Rev. E 77 016111, 2008 (10 pages).
Computing with Time: From Neural Networks to Sensor Networks,
Wilkes Award for the Best Paper in 2008

B.K. Szymanski, and G. Chen

The Computer Journal, vol. 51(4):511-522, 2008.
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.
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.
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.
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,
Best Student Paper Award

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.
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.
Algorithm 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), Istanbul, 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.

Network Papers

Overlapping Community Detection in Networks: the State of the Art and Comparative Study,
Jierui Xie, Stephen Kelly, and Boleslaw K. Szymanski

ACM Computing Surveys 45(12) December 2013, to appear.
Analytic Treatment of Tipping Points for Social Consensus in Large Random Networks,
W. Zhang, C. Lim, and B. K. Szymanski

Physical Review E, 86(6) 061134 (2012) [7 pages]
Network Coordination and Synchronization in a Noisy Environment with Time Delays,
D. Hunt, B. K. Szymanski, G. Korniss,

Physical Review E, 86(5) 056114 (2012) [18 pages]
Optimization of flow and cascading effects in weighted complex networks,
Andrea Asztalos, Sameet Sreenivasan, Boleslaw Szymanski, and Gyorgy Korniss

European Physical Journal B 85(8):288 2012, 10 pages.
Accelerating consensus on co-evolving networks: the effect of committed individuals,
P. Singh, S. Sreenivasan, B. K. Szymanski, and G. Korniss,

Physical Review E, 85(4) 046104, April 2012, 8 pages.
Evolution of opinions on social networks in the presence of competing committed groups,
J. Xie, J. Emenheiser, M. Kirby, S. Sreenivasan, B. K. Szymanski, and G. Korniss

PLoS ONE 7(3):e33215. doi:10.1371/journal.pone.0033215, 2012.
Internet Measures of the Value of Citations,
Boleslaw Szymanski, Josep Lluis de la Rosa i Esteva, Mukkai Krishnamoorthy

Information Sciences, Elsevier, 185(1) February 2012, pp. 18-31.
Using Location-Based Social Networks to Validate Human Mobility and Relationships Models,
Tommy Nguyen and Boleslaw K. Szymanski

Best Paper Award

The Second Workshop on Social Network Analysis in Applications (SNAA 2012), Istanbul, Turkey, August 26, 2012, in Proc. 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, pp. 1247-1253.
Team Formation in Social Networks,
Meenal Chhabra, Sanmay Das, and Boleslaw K. Szymanski,

Computer and Information Sciences III, Proc. 27th International Symposium on Computer and Information Science, ISCIS 2012, Paris, France, October 3-5, 2012, Lecture Notes in Electrical Engineering, Springer, Berlin, Germany, 2012, pp. 291-299.
Towards Linear Time Overlapping Community Detection in Social Networks,
Jierui Xie and Boleslaw K. Szymanski,

16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Kuala Lumpur, Malaysia, 29 May-1 June, 2012, in Proc. PAKDD, P.-N. Tan et al. (Eds.), Lecture Notes AI vol. 7302, Part II, Springer, Berlin, Germany, 2012, pp. 25-36.
On the Influence of Committed Minorities on Social Consensus,
Boleslaw Szymanski, Sameet Sreenivasan, Jierui Xie, Weituo Zhang, Jeff Emenheiser, Matt Kirby, Chjan Lim and G. Korniss

Proc. NATO RTO HFM-201 Specialists Meeting, Tallinn, Estonia, April 16-18, 2012, pp. 31-1 -- 32-15.
On Growth of Limited Scale-Free Overlay Network Topologies,
Eyuphan Bulut, and Boleslaw K. Szymanski,

Proc. Fourth International Workshop on Network Science for Communication Networks at IEEE Infocom, Orlando, FL, March 30, 2012, Proc. IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE Press, 2012, pp. 208 - 213 .
Behavior Modeling and Classification via Probabilistic Context Free Grammars,
Sahin C. Geyik, and Boleslaw Szymanski,

Proc. 21th Behavior Representation in Modeling & Simulation (BRIMS) Conference, Extended Abstract, Amelia Island, March 12-15, 2012, 2012, pp. 217-218.
Tipping Points of Diehards in Social Consensus on Large Random Networks,
Weituo Zhang, Chjan Lim, and Boleslaw Szymanski,

Complex Networks, Proc. 3rd Workshop on Complex Networks, CompleNet, Melbourne, FL, March 7-9, 2012, Studies in Computational Intelligence, vol. 424, Springer, Berlin, Germany, 2013, pp. 161-168.
Social consensus through the influence of committed minorities,
J. Xie, S. Sreenivasan, G. Korniss, and B.K. Szymanski

Physical Review E 84(1) 011130, July 2011 (8 pages).
Social Influencing and Associated Random Walk Models: Asymptotic Consensus Times on the Complete Graph,
W. Zhang, C. Lim, S. Sreenivasan, J. Xie, B.K. Szymanski, and G. Korniss

Chaos 21(2) 025115, June 2011.
The Impact of Competing Time Delays in Coupled Stochastic Systems,
D. Hunt, G. Korniss, and B.K. Szymanski

Physics Letters A 375 (2011) 880-885 issue 5 31 January 2011
Optimizing Synchronization, Flow, and Robustness in Weighted Complex Networks,
G. Korniss, R. Huang, S. Sreenivasan, and B.K. Szymanski,

Handbook of Optimization in Complex Networks, Communication and Social Networks, Springer Optimization and Its Applications, Vol. 58, pp. 61-96, Springer, Berlin, Germany, 2011.
Towards Symbiosis between the Scientific Community and the Internet with Peer Review as one of the Core Scientific Processes,
J.L. de la Rosa, and B.K. Szymanski,

Internet Policies and Issues, vol. 9, Editor B.G. Kutais, Nova Science Publishers, B.G. Kutais (Ed.), Nova Science Publishers, pp. 75-91, July 2011
SLPA: Uncovering Overlapping Communities in Social Networks via A Speaker-listener Interaction Dynamic Process,
J. Xie, B. K. Szymanski, and X. Liu

Proc. Data Mining Technologies for Computational Collective Intelligence Workshop at ICDM, Vancouver, CA, December 11, 2011, pp. 344-349.
Community Detection Using A Neighborhood Strength Driven Label Propagation Algorithm,
J. Xie, and B. K. Szymanski,

Proc.IEEE Network Science Workshop, NSW'11, West Point, NY, June 22-24, 2011, pp. 188-195
Network Synchronization in a Noisy Environment with Time Delays: Fundamental Limits and Trade-Offs,
highlighted in the Synopsis section of Physics August 2010,

D. Hunt, G. Korniss, and B.K. Szymanski
Phys. Rev. Lett. vol.105, 068701 (2010), 4 pages

The Naming Game on Social Networks: Community Formation and Consensus Engineering
Q. Lu, G. Korniss, and B.K. Szymanski

Journal of Economic Interaction and Coordination, vol. 4(2), 2009, pp. 221-235, DOI 10.1007/s11403-009-0057-7
On the Development of an Internetwork-centric Defense for Scanning Worms
Discussed in New Scientist issue 2821, pp. 16-17, August 15, 2009

S. Coull and B.K. Szymanski

Computers & Security, vol. 28(7):637-647, October 2009, doi:10.1016/j.cose.2009.07.003.
A Participation Incentive Market Mechanism for Allocating Heterogeneous Network Services
J.-S. Lee and B.K. Szymanski

Proc. IEEE Global Communications Conference (GLOBECOM 2009), Honolulu, Hawaii, Dec. 1-3, 2009, DOI: 10.1109/GLOCOM.2009.5425628
Reward System for Completing FAQs
A. Moreno, J.L. de la Rosa, B.K. Szymanski, and J.M. Barcenas

Proc. Twelfth International Congress of the Catalan Association of Artificial Intelligence (CCIA 2009), Cardona, Spain, Oct. 2009, pp. 361-370.
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.
Impact of ROI on bidding and revenue in sponsored search advertisement auctions
B.K. Szymanski and J.-S. Lee

Proc. 2nd ACM Workshop on Sponsored Search Auctions , Ann Arbor, MI, June 2006.
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
Nominated for the Best Paper Award

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.
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.

Computer and Network Security Papers

Secure Multi-copy Routing in Compromised Delay Tolerant Networks,
Eyuphan Bulut and Boleslaw K. Szymanski,

Wireless Personal Communication, 68 2013, to appear.
On Secure Multi-copy based Routing in Compromised Delay Tolerant Networks,
E. Bulut, and B. K. Szymanski,

Proc. IEEE International Conference on Computer Communications and Networks, Workshop on Privacy, Security and Trust in Mobile and Wireless Systems, Maui, HI, July 31, 2011, pp. 1-7.
Measuring Behavioral Trust in Social Networks
S. Adali, R. Escriva, M. K. Goldberg, M. Hayvanovych, M. Magdon-Ismail, B.K. Szymanski, W. A. Wallace and G. Williams

Proc. IEEE International Conference on Intelligence and Security Informatics (ISI),pp. 150-152, Vancouver, Canada, May 23-26, 2010
On the Development of an Internetwork-centric Defense for Scanning Worms
S. Coull and B.K. Szymanski

Discussed in New Scientist issue 2821, pp. 16-17, August 15, 2009

Computers & Security, vol. 28(7):637-647, October 2009, doi:10.1016/j.cose.2009.07.003.
Recursive Data Mining for Author and Role Identification
V. Chaoji, A. Hoonlor, and B.K. Szymanski

Proc. 3rd Annual Information Assurance Workshop ASIA'08, Albany, NY, June 4-5, 2008, pp. 53-62.
Discovery, Analysis and Monitoring of Hidden Social Networks and Their Evolution
M. Goldberg, M. Hayvanovich, A. Hoonlor, S. Kelley, M. Magdon-Ismail, K. Mertsalov, B.K. Szymanski, and W. Wallace

IEEE Homeland Security Technologies Conference, Boston, MA, May 12-13, 2008.
Sequence Alignment for Masquerade Detection
S. Coull and B.K. Szymanski

Computational Statistics and Data Analysis, vol. 52(8), April, 2008, 4116-4131

Synergistic Classifier Fusion for Security Applications

P.F. Evangelista, M.J. Embrechts and B.K. Szymanski

Proc. Interservice/Industry Training, Simulation & Education Conference I/ITSEC 2007 Orlando, FL, November 2007.

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

Best Student Paper Award

Proc. 19th Annual Computer Security Applications Conference, Las Vegas, NV, December, 2003, pp. 24-33.
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.

Distributed Computing Papers

A Robust Asynchronous Newton Method for Massive Scale Computing Systems,
Travis Desell, Malik Magdon-Ismail, Heidi Newberg, Lee Newberg, Boleslaw K. Szymanski, and Carlos A. Varela,

Proc. IEEE International Conference on Computational Intelligence and Software Engineering (CiSE 2011), Wuhan, China, December 9-11, 2011, in print.
Finding Protein Binding Sites Using Volunteer Computing Grids,
Travis Desell, Lee Newberg, Malik Magdon-Ismail, Boleslaw K. Szymanski, and William Thompson,

Proc. 2nd International Congress on Computer Applications and Computational Science, Bali, Indonesia, November 15-17, 2011, Advances in Intelligent and Soft Computing, vol. 144, Springer, 2012, pp. 385-393.
Evolutionary N-Body Simulations to Determine the Origin and Structure of the Milky Way Galaxy's Halo using Volunteer Computing,
T. Desell, M. Magdon-Ismail, B. Szymanski, C. A. Varela, B. A. Willett, M. Arsenault, H. Newberg,

Proc. 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum (IPDPSW) Anchorage, AL, May 16-20, 2011, pp. 1888-1895
An Analysis of Massively Distributed Evolutionary Algorithms,
T. Desell, D. Anderson, M. Magdon-Ismail, H. Newberg, B. Szymanski and C. Varela.
Proc. IEEE Congress on Evolutionary Computation, IEEE CEC 2010, Barcelona, Spain, 18-23 July, 2010, pp. 1-8
Evolutionary Algorithms on Volunteer Computing Platforms: The MilkyWay@Home Project,
N. Cole, T. Desell, S. L. Gonzales, F. F. de Vega, M. Magdon-Ismail, H. Newberg, B. Szymanski and C. Varela,

Parallel and Distributed Computational Intelligence,F. F. de Vega, E. Cantu-Paz (eds), Studies in Computational Intelligence, vol. 269, Springer-Verlag, Berlin, 2010, pp. 63-90
Accelerating the MilkyWay@Home volunteer computing project with GPUs
T. Desell, A. Waters, M. Magdon-Ismail, B.K. Szymanski, C. Varela, M. Newby, H. Newberg, A. Przystawik and D. Anderson

Proc. Parallel Processing and Applied Mathematics PPAM2009, Wroclaw, Poland, September, 2009, LNCS, vol. 6067, pp. 276-288, Berlin, Germany, 2010.
Robust Asynchronous Optimization for Volunteer Computing Grids
T. Desell, C. Varela, B.K. Szymanski, and M. Magdon-Ismail

Proc. IEEE E-science Conference, Oxford, U.K. December 9-11, 2009, pp. 263-270.
Malleable Iterative MPI Applications
K. El Maghraoui and T.J. Desell, B.K. Szymanski, and C.A. Varela

Concurrency and Computation: Practice and Experience, vol. 21(3), March 2009, pp. 393-413.
Maximum Likelihood Fitting of Tidal Streams With Application to the Sagittarius Dwarf Tidal Tails
N. Cole, H.J. Newberg, M. Magdon-Ismail, T. Desell, K. Dawsey, W. Hayashi, X. (Fred) Liu, J. Purnell, B. Szymanski, C., and J. Wisniewski

The Astrophysical Journal, vol. 683(2), August, 2008, pp. 750-766.
Asynchronous Genetic Search for Scientific Modeling on Large-Scale Heterogeneous Environments
T. Desell, B.K. Szymanski and C. Varela

Proc. International Parallel and Distributed Processing Symposium, IPDPS 2008, April 14-18, 2008, Miami, FL, pp. 1-10.
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. 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 Dolny, 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, Gulper Academic Publishers, Reading, MA, 1998, pp. 439-452.
Computing Twin Primes and Brawn'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. Marnia and B.K. Szymanski

Mathematical and Computer Madeleine, vol. 26, no. 4, 1997, pp. 71-78.
Rename 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.

LocalWords: Voronoi

Parallel Programming Papers

Dynamic Branch Prediction in Master/Slave Speculative Parallelization Architecture for Computer Clusters,
Joan Puiggali, Boleslaw K. Szymanski, Teo Jov, and Jose L Marzo,

Concurrency and Computation: Practice and Experience, 25 2013, to appper.
Distributed and Generic Maximum Likelihood Evaluation
Best Paper Award

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, pp. 337-344.
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, Gdansk, Poland, September 2007, Lecture Notes in Computer Science, Springer, vol. 4967, Berlin, 2008, pp. 457-468.
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

Nominated for the Best Paper Award

Seventh IEEE International Symposium on Cluster Computing and the Grid, CCGrid 2007 Rio De Janeiro, Brazil, IEEE Computer Society Press, Los Alamitos, CA, May, 2007, pp. 591-598,
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. Second IEEE International Conference on e-Science and Grid Computing, (e-Science 2006) 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: /~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.

Parallel Discrete Simulation Papers

Time Quantum GVT: A Scalable Computation of the Global Virtual Time in Parallel Discrete Event Simulations
G. Chen, and B. Szymanski

Scalable Computing: Practice and Experience, vol. 8(4), 2007, pp. 423-435.
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

Nominated for the Best Paper Award

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,
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.

Ecological Simulation and Modeling Papers

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, September 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.

Machine Learning Papers

Document Clustering with Bursty Information,
A. Hoonlor, B.K. Szymanski, M. Zaki, and V. Chaoji

Computing and Informatics 31(6+) December 2012, pp. 1533-1555.
In-Network Outlier Detection in Wireless Sensor Networks,
Joel Branch, Chris Giannella, Boleslaw Szymanski, Ran Wolff, and Hillol Kargupta

Knowledge and Information Systems 34 2013, Online First Jan. 18, 2012, doi:10.1007/s10115-011-0474-5.
GenDeR: A Generic Diversified Ranking Algorithm,
Jingrui He, Hanghang Tong, Qiaozhu Mei, and Boleslaw K. Szymanski

Advances in Neural Information Processing Systems, NIPS 25, December 3-6, 2012, Lake Tahoe, NV, pp. 1151-1159
Towards Linear Time Overlapping Community Detection in Social Networks,
Jierui Xie and Boleslaw K. Szymanski,

Proc. 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Kuala Lumpur, Malaysia, 29 May-1 June, 2012, Proc. PAKDD, P.-N. Tan et al. (Eds.), Lecture Notes AI vol. 7302, Part II, Springer, Berlin, Germany, 2012, pp. 25-36.
Sigma Tuning of Gaussian Kernels: Detection of Ischemia from Magnetocardiograms,
L. Han, M. J. Embrechts, B. Szymanski, K. Sternickel, A. Ross,
Computational Modeling and Simulation of Intellect: Current State and Future Perspectives, IGI Global 2011, pp. 206-223
Validating Evolutionary Algorithms on Volunteer Computing Grids
Travis Desell, Malik Magdon-Ismail, Boleslaw Szymanski, Carlos Varela, Heidi Newberg and Dave Anderson

Proc. 10th IFIP international conference on distributed applications and interoperable systems (DAIS) Amsterdam, Netherlands, June 7-9, 2010, pp. 29-41.
Learning Dissimilarities for Categorical Symbols
Jierui Xie, Boleslaw Szymanski, Mohammed J. Zaki

Proc. Fourth International Workshop on Feature Selection in Data Mining (FSDM'2010)
Journal of Machine Learning Research (JMLR) Workshop and Conference Proceedings, vol.10 Hyderabad, India, June 21-24, 2010, pp. 95-104.
Evolutionary Algorithms on Volunteer Computing Platforms: The MilkyWay@Home Project
Nate Cole, Travis Desell, Snaiel Lombarna Gonzales, Fransciso Fernandez de Vega, Malik Magdon-Ismail, Heidi Newberg, Boleslaw Szymanski and Carlos Varela

Parallel and Distributed Computational IntellligenceIntelligence, vol. 269, Springer-Verlag, Berlin, 2010, pp. 63-90
VOGUE: A Variable Order Hidden Markov Model with Duration based on Frequent Sequence Mining
M. Zaki, C. Carothers, and B.K. Szymanski

ACM Transactions on Knowledge Discovery from Data, vol. 4(1), January 2010, paper 5, (31 pages)
Robust Asynchronous Optimization for Volunteer Computing Grids
T. Desell C. Varela, B.K. Szymanski, and M. Magdon-Ismail

Proc. IEEE E-science Conference, Oxford, U.K. December 9-11, 2009, pp. 263-270.
MetPetDB: A database for metamorphic geochemistry
F.S. Spear, B. Hallett, J.M. Pyle, S. Adali, B.K. Szymanski, A. Waters, Z. Linder, S.O. Pearce, M. Fyffe, D. Goldfarb, N. Glickenhouse, H. Buletti

Geochemistry, Geophysics, Geosystems (American Geophysical Union electronic journal) vol. 10, Q12005, 2009
VOGUE: A Variable Order Hidden Markov Model with Duration based on Frequent Sequence Mining
M. Zaki, C. Carothers, and B.K. Szymanski

ACM Transactions on Knowledge Discovery from Data, vol. 4(1), January 2010, paper 5, (31 pages)
Recursive Data Mining for Role Identification in Electronic Communications
V.Chaoji, A. Hoonlor, and B.K. Szymanski

International Journal of Hybrid Information Systems, vol. 7(3), May 2010, pp. 89-100.
A Design of Complementary Community Currencies for Education
J.L. de la Rosa, J. Batlle, B.K. Szymanski, E. Batlle, and M. Krishnamoorthy

International Conference on Computer Supported Education, CSEDU 2009, Lisbon, Portugal, March 23-26, 2009, pp. 410-414.
A Study on Diverse Scholar Agents Participating in the Second Price Sealed Bid Citation Auction
J.L. de la Rosa, and B.K. Szymanski

Proc. Fourth International Conference on Semantics, Knowledge and Grid, SKG 2008, Beijing, China, December 3-5, 2008, pp. 355-358.
Scholar Agent Alfa: the Agents and Web Services Architecture for Citation Auctions
J.L. de la Rosa, G. Dobrocsi, and B.K. Szymanski

Proc. Sixth European Workshop on Multi-Agent Systems, EUMAS 2008, Bath, UK, December 18-19, 2008, pp. 1-7.

Recursive Data Mining for Role Identification

V. Chaoji, A. Hoonlor, and B.K. Szymanski

Proc. 5th International Conference on Soft Computing as Transdisciplinary Science and Technology CSTST'08, Paris, France, October 27-31, 2008, pp. 218-225.

Citation Auctions as a Method to Improve Selection of Scientific Papers
J.L. de la Rosa and B.K. Szymanski

Journal of Digital Information Management, vol. 6(5), October 2008, pp. 414-420.

An Asynchronous Hybrid Genetic-Simplex Search for Modeling the Milky Way Galaxy using Volunteer Computing
T. Desell, B.K. Szymanski, and C. Varela

Proc.Genetic and Evolutionary Computing Conference, GECCO 2008, Atlanta, Georgia, July 12 -16, 2008, pp. 921-928.

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. 22-26.

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.

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.

Using Efficient Supanova Kernel For Heart Disease Diagnosis

B. Szymanski, L. Han, M. Embrechts, A. Ross, K. Sternickel, and L. Zhu

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, Berlin/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.