Selected Publications for CIS Faculty

2008

H. Tran (2008). "Network Security Risk: an approach in Computing Model", Congressus Numerantium, 189-193

H. Tran (2008). "Models & Issues in Network Security Risk Computing", Thirty-Ninth Southeastern International Conference on Combinatorics, Graph Theory and Computing, Boca Raton, Fl.

Gary. M. Weiss and Ye Tian (2008). "Maximizing Classifier Utility when there are Data Acquisition and Modeling Costs", Data Mining and Knowledge Discovery,

2007

Yanjun Li and Soon M. Chung (2007). "Parallel Bisecting K-means with Prediction Clustering Algorithm", The Journal of Supercomputing, 39(1)

John D. Holt, Soon M. Chung and Yanjun Li (2007). "Usage of Mined Word Associations for Text Retrieval", IEEE International Conference on Tools with Artificial Intelligence (ICTAI) 2007, Patras, Greece, October 2007.

Yanjun Li (2007). "High Performance Document Clustering Algorithms", Ph.D. Dissertation , Department of Computer Science and Engineering, Wright State University, Dayton, OH, May, 2007.

Xiaolan Zhang, Jim Kurose, Brian Levine, Don Towsley, and Honggang Zhang (2007). "Study of a Bus-Based Disruption Tolerant Network: Mobility Modeling and Impact on Routing", ACM International Conference on Mobile Computing and Networking (MobiCom), Montreal, Canada.

Xiaolan Zhang, Giovanni Neglia, Jim Kurose, Don Towsley (2007). "Performance Modeling of Epidemic Routing", Elsevier Computer Networks journal, 51/10

Gary. M. Weiss, Kate McCarthy and Bibi Zabar (2007). "Cost-Sensitive learning vs. Sampling: Which is Best for Handling Unbalanced Classes with Uequal Error Costs?", Proceedings of the 2007 International Conference on Data Mining (DMIN-07). CSREA Press, Las Vegas, NV, June 2007.  [pdf]

2006

D.M. Lyons (2006). "Combinatorial fusion Criteria for Real-Time Tracking", International Conference on Information Fusion.

D.M. Lyons (2006). "Combining Multiple Scoring systems for Video Target Tracking Based on Rank-Score Function Variation", Symposium on the intergace of statistics, computing science, and applications (Interface 2006).

D.M. Lyons (2006). "Feature selection for real-time tracking, Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications 2006", SPIE Defense and Security Symposium.

D.M. Lyons (2006). "Combinatorial Fusion Criteria for Real-Time Tracking", International conference on Advanced Information Networking and Application (AINA 2006).

D.M. Lyons (2006). "Developing a Cognitive Architecture to be Embedded in the Physical World", Behavior Representation in Modeling and Simulation (BRIMS2006).

D.M. Lyons (2006). "Obstacle Avoidance using Predictive Vision Based on a dynamic 3D World Model", SPIE conference on Intelligent Robots and Computer Vision.

D.M. Lyons (2006). "Embodying a Cognitive Model in a Mobile Robot", SPIE conference on Intelligent Robots and Computer Vision.

D. Wei (2006). "AN SPT-based topology control algorithm for wireless ad hoc networks", Computer Communication, 29

V. Frants (2006). "Digital Library and Text Compression", Journal of Library Science, 3

V. Frants (2006). "Automated Information Retrieval: Theory and Methods". Academic Press.

H. Tran (2006). "Stochastic Security Risk Computing", Congressus Numerantium, 172-177

H. Tran (2006). "Issues in Stochastic Security Risk Computing", Thirty-Seventh Southeastern International Conference on Combinatorics, Graph Theory and Computing, Boca Raton, Fl.

Giovanni Neglia, Xiaolan Zhang (2006). "Optimal Delay-Power Tradeoff in Sparse Delay Tolerant Networks: a preliminary study", SIGCOMM ACM Workshop on Challenged Networks (CHANT), Pisa, Italy.

Xiaolan Zhang, Giovanni Neglia, Jim Kurose, Don Towsley (2006). "On the Benefits of Random Linear Coding for Unicast Applications in Disruption Tolerant Networks", IEEE Second Workshop on Network Coding, Theory, and Applications (NetCod), Boston.

Xiaolan Zhang, Giovanni Neglia, Jim Kurose, Don Towsley (2006). "Performance Modeling of Epidemic Routing", IFIP Networking.

D.F. Hsu (2006). "On the spanning w-wide diameter of the star graph", Networks, 48

D.F. Hsu (2006). "On the edge-forwarding indices of Frobenius Graphs", Journal Acta Mathematica Sinica, 22

D.F. Hsu (2006). "Identification of degenerate motifs using position restricted selection and hybrid ranking combustion", Nucleir Acid Research, 34

D.F. Hsu (2006). "On the network sensing problem", Journal of Interconnection Networks, 7

D.F. Hsu (2006). "Compact generic algorithm for performance improvements in herarchical sensor networks management", Journal of Interconnection Networks, 7

D.F. Hsu (2006). "Combinatorial Fusion Analysis: Methods and Practices of Combining Multiple Scoring Systems, Advanced Data Mining Technologies in Bioinformatics". Idea Group Inc..

Gary. M. Weiss (2006). "Maximizing Classifier Utility When Training Data is Costly", SIGKDD Explorations, 8(2)

Gary. M. Weiss (2006). "UBDM 2006: Utility-based Data Mining Workshop Report", SIGKDD Explorations, 8(2)

Gary. M. Weiss (2006). "Proceedings of the Second ACM International Workshop on Utility-Based Data Mining (editors)", ACM Press, Philadelphia, PA, August 2006.  [pdf]

2005

Yanjun Li and Soon M. Chung (2005). "Text Document Clustering Based on Frequent Word Sequences", Proc. of International Conference on Information and Knowledge Management - CIKM 2005. ACM Press, Bremen, Germany.

H. Tran (2005). "Stochastic Security Risk Computing", IEEE Military Communications Conference, Atlantic City, NJ.

H. Tran (2005). "Stochastic Risk Computing and Connection to CAPM Model", International Conference on Computer Science and Information Systems, Athens, Greece.

H. Tran (2005). "Ruin Problems in Stochastic Risk Computing", Thirth-Sixth Southeastern International Conference on Combinatorics, Graph Theory and Computing, Boca Rator, FL.

R. Moniot (2005). "Software Piracy". The Handbook of Information Security. Wiley, New York.

Gary. M. Weiss, Maytal Saar-Tsechansky and Bianca Zadrozny (2005). Proceedings of the First International Workshop on Utility-Based Data Mining (editors). ACM Press, Chicago, IL, August 2005.  [pdf]

Gary. M. Weiss (2005). "Mining Rare Cases". In O. Maimon and L. Rokach (.eds), Data Mining and Knowledge Discovery Handbook: A Complete Guide for Practitioners and Researchers. Kluwer Academic Publishers, 765-776.  [pdf]

Gary. M. Weiss (2005). "Data Mining in Telecommunications". In O. Maimon and L. Rokach (.eds), Data Mining and Knowledge Discovery Handbook: A Complete Guide for Practitioners and Researchers. Kluwer Academic Publishers, 1189-1201.  [pdf]

2004

D.M. Lyons and R. Arkin (2004). "Towards Performance Guarantees for Emergent Behavior", IEEE International Conference on Robotics and Automation, New Orleans, LA.  [pdf]

J. Drysdale and D. Lyons (2004). "Learning Image-based Landmarks for Wayfinding using a Neural Network", Artificial Neural Networks in Engineering, St. Louis, MO.  [pdf]

D.P. Benjamin, D. Lonsdale, and D. Lyons (2004). "Designing a Robot Cognitive Architecture with Concurrency and Active Perception", AAAI Fall Symposium on Cognitive Science and Robotics, Washington DC, October 2004.

D.P. Benjamin, D. Lonsdale, and D. Lyons (2004). "Integrating Perception, Language and Problem Solving in a Cognitive Agent for a Mobile Robot", Third International Joint Conference on Intelligent Agents and Multiagent Systems, NY, July 2004.  [doc]

D.P. Benjamin, D. Lyons, and D. Lonsdale (2004). "ADAPT: A Cognitive Architecture for Robotics", 2004 International Conference on Cognitive Modeling, Pittsburgh, PA, July 2004.  [pdf]

K. Naik and D. Wei (2004). "Call-on-Hold for Improving the Performance of Dynamic Channel Assignment Strategies in Cellular Networks", IEEE Transactions on Vehicular Technology, 53(6):1780-1793

Arthur G. Werschulz and Henryk Wozniakowski (2004). "Surface approximation is sometimes easier than surface integration", Constructive Approximation, 20(2):267-302

Xiaolan Zhang, Michael K. Bradshaw, Yang Guo, Bing Wang, James Kurose, Prashant Shenoy, Don Towsley (2004). "AMPS: A Flexible, Scalable Proxy Testbed for Implementing Streaming Services", ACM Network and Operating System Support for Digital Audio and Video (NOSSDAV), Cork, Ireland.

D. F. Hsu, K. Hiraki, S. Shen and H Sudborough (2004). Proceedings of the 2004 International Symposium on Parallel Architectures, Algorithms, and Networks (edited). IEEE Computer Society, 654 pages.

M. A. Kuriakose, et. al., D. F. Hsu, F. A. Chen (2004). "Selection and validation of differentially expressed genes in head and neck cancer", Cellular and Molecular Life Sciences, 61:1372-1383

J. Hsiang, D.F. Hsu, and Y.P. Shieh (2004). "On the hardness of counting problems of complete mappings", Discrete Mathematics, 277:87-100

D.F. Hsu and A. Palumbo (2004). "A study of data fusion in Cayley graphs (G(Sn,Pn)", Proceedings of I-SPAN'04. IEEE Computer Society Press, 557-562, Hong Kong, China.

C.-Y. Kao, D.F. Hsu, H.-Y. Chaung, C.-Y. Huang, and K.-C. Chen (2004). "To Combine or not to combine", Bulletin of International Chinese Statistical Associations, 37-39.

R. Moniot (2004). "Securing Software for the Information Society", Seventh International Conference on the Social and Ethical Impact of Information and Communication Tecnologies, Syros, Greece, April 14-16, 2004.

R. Moniot (2004). "Software Piracy". In H. Bidgoli (.eds), The Internet Encyclopedia. Wiley, New York.

Gary. M. Weiss (2004). "Mining with Rarity: A Unifying Framework", SIGKDD Explorations, 6(1):7-19  [pdf]

2003

D.F. Hsu, D.M. Lyons, C. Usandivaras and F. Montero (2003). "RAF: A Dynamic and Efficient Approach to Fusion for Multitarget Tracking in CCTV Surveillance", IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, Tokyo, Japan, July 29-August 1, 2003.  [doc]

K. Naik, D. Wei, D. Krizanc and S.Y. Kuo (2003). "A Reservation Based Multicast Protocol for WDM Optical Star Networks", IEEE Journal on Selected Areas in Communications, 22(9):1670-1680

Arthur G. Werschulz (2003). "Where does smoothness count the most for Fredholm equations of the second kind with noisy information?", Journal of Complexity, 19(4):758-798

Gary. M. Weiss and Foster Provost (2003). "Learning when Training Data are Costly: The Effect of Class Distribution on Tree Induction", Journal of Artificial Intelligence Research, 19:315-354  [pdf]

Gary. M. Weiss (2003). "The Effect of Small Disjuncts and Class Distribution on Decision Tree Learning", Ph.D. Dissertation , Department of Computer Science, Rutgers University, New Brunswick, New Jersey, May, 2003.  [pdf]

2002

D. Wei, S. Rajasekaran, K. Naik, Z. Cheng, and S.Y. Kuo (2002). "Efficient Selection and Sorting Schemes Using Coteries for Processing Large Distributed Files", Journal of Parallel and Distributed Computing, 62:1295-1313

Arthur G. Werschulz (2002). "An overview of information-based complexity", 2002 International Conference on Complex Systems, Nashua, NH.  [txt]

Arthur G. Werschulz and Henryk Wozniakowski (2002). "What is the complexity of volume calculation?", Journal of Complexity, 18(2):660-678

H. Tran (2002). "An Approach for Network Optimization Solution" Micromuse Inc. R&D Department, Technical report, NY.

J.L. Bordim, D.F. Hsu, and K. Nakano (2002). "Identifying faulty nodes in wireless sensor networks", Journal of Interconnection Networks, 3(384):197-212

Gary. M. Weiss (2002). "Predicting Telecommunication Equipment Failures from Sequences of Network Alarms". In W. Kloesgen and J. Zytkow (.eds), Handbook of Knowledge Discovery and Data Mining. Oxford University Press, 891-896.  [pdf, ps]

2001

K. Naik and D. Wei (2001). "Software Implementation Strategies for Power-Conscious Systems", ACM Mobile Networks and Applications, 6(3):291-305

Arthur G. Werschulz and Henryk Wozniakowski (2001). "What is the complexity of surface integration?", Journal of Complexity, 17(2):442-46

R. Moniot (2001). "Ethical Issues of the Desktop Metaphor", Fifth International Conference on the Social and Ethical Impacts of Information and Communication Technologies, Gdanks, Poland, June 18-20, 2001.

2000

H. Tran (2000). "Visualization Architecture Engine" Opus360 Inc. R&D Department, Technical report, NY.

M.D. Grammatikakis, D.F. Hsu and M. Kraetzl (2000). "Parallel System Interconnections and Communications". CRC Press.

Gary. M. Weiss and Haym Hirsh (2000). "A Quantitative Study of Small Disjuncts", Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI-2000). AAAI Press, Menlo Park, CA, 665-670.  [pdf]

Gary M. Weiss and Haym Hirsh (2000). "Learning to Predict Extremely Rare Events", Papers form the AAAI Workshop on Learning from Imbalanced Data Sets. AAAI Press, Menlo Park, CA, 64-68. Tecnical Report WS-00-05  [pdf]

1999

D. Wei, F. Muga and K. Naik (1999). "Isomorphism of Degree Four Cayley Graph and Wrapped Butterfly and Their Optimal Permutation Routing Algorithm", IEEE Transactions on Parallel and Distributed Systems, 10(12):1290-1298

Gary. M. Weiss (1999). "Timeweaver: a Genetic Algorithm for Identifying Predictive Patterns in Sequences of Events", Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-99). Morgan Kaufmann, 718-725, San Francisco, CA.  [pdf]

Gary M. Weiss (1999). "Mining Predictive Patterns in Sequences of Events", The 1999 AAAI/GECCO Workshop on Data Mining with Evolutionary Algorithms: Research Directions.  [pdf]

1998

Joseph F. Traub and Arthur G. Werschulz (1998). "Complexity and Information". Cambridge University Press.

Gary. M. Weiss and Johannes P. Ros (1998). "Implementing Design Patterns with Object-Oriented Rules", Journal of Object-Oriented Programming, 11(7):25-35. SIGS Publications Inc., New York  [pdf]

Gary. M. Weiss and Haym Hirsh (1998). "Learning to Predict Rare Events in Event Sequences", Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98). AAAI Press, Menlo Park, CA, 359-363.  [pdf]

Gary. M. Weiss, Johannes P. Ros, Anoop Singhal (1998). "ANSWER: Network Monitoring Using Object-Oriented Rules", Proceedings of the Tenth Conference on Innovative Applications of Artificial Intelligence (IAAI-98). AAAI Press, Menlo Park, CA, 1087-1093.  [pdf]

Gary. M. Weiss and Haym Hirsh (1998). "The problem with noise and small disjuncts", Proceedings of the Fifteenth International Conference on Machine Learning (ICML-98). Morgan Kaufman, San Francisco, CA, 574-578.  [pdf]

Gary Weiss, John Eddy and Sholom Weiss (1998). "Intelligent Telecommunication Technologies". In L. C. Jain (.eds), Knowledge-based Intelligent Techniques. CRC Press, 249-275.  [pdf] Ordering Information.

Gary. M. Weiss and Haym Hirsh (1998). "Event Prediction: Learning from Ambiguous Examples", The 1998 Neural Information Processing Systems (NIPS) Workshop on Learning from Ambiguous and Complex Examples.  [pdf]

Gary. M. Weiss and Haym Hirsh (1998). "Learning to Predict Rare Events in Categorical Time-Series Data", Papers from the AAAI Workshop on Predicting the Future: Ai Approaches to Time-Series Problems. AAAI Press, Menlo Park, CA, 83-90.  [pdf]

1996

Dan Dvorak, Anil Mishra, Johannes Ros, Gary M. Weiss and Diane Litman (1996). "R++: Using Rules in Object-Oriented Designs", Addendum Object-Oriented Programming Systems, Languages and Applications (OOPSLA), San Jose, CA.  [pdf]

Anoop Singhal, Gary M. Weiss and Johannes Ros (1996). "A Model Based Reasoning Approach to Network Monitoring", Proceedings of the ACM Workshop of Databases for Active and Real Time Systems (DART), 41-44, Rockville, Maryland.  [pdf]

1995

Gary. M. Weiss (1995). "Learning with Rare Cases and Small Disjuncts", Proceedings of the Twelfth International Conference on Machine Learning, 558-565, Lake Tahoe, CA.  [pdf]

1993

T. Strzemecki (1993). "A Linear Upper Bound on the Number of Prime Implicants", International Symposium for Young Computer Scientists, Beijing, China, July, 1993.

1992

T. Strzemecki (1992). "Polynomial-Time Algorithms for Generation of Prime Implicants", Journal of Complexity, 8(1):37-63

1991

T. Strzemecki (1991). "Construction of Small-Depth Circuits", Proceedings of the International Conference for Young Computer Scientists, 312-316, Beijing, China, July, 1991.

1989

X. Li, T. Strzemecki, B. Fang, and T. Qin (1989). "A New Result for an Old Problem - How Many Prime Implicants Are There in a Boolean Function?", Proceedings of Beijing International Symposium for Young Computer Profesionals, 616-619, August, 1989.

Yanjun Li, Soon M. Chung and John D. Holt (). "Text Document Clustering Based on Frequent Word Meaning Sequences", Data & Knowledge Engineering,

Bing Wang, Michael K. Bradshaw, Yang Guo, Jim Kurose, Subhabrata Sen, Prashant Shenoy, Don Towsley, Wei Wei, Xiaolan Zhang (). "Empirical Study of Proxy-assisted Video Streaming Over the Best-effort Internet", UMass CMPSCI Technical Report 03-33.