Selected Publications

Selected Publications

Semantic Information Research Laboratory

schools undergraduate programs graduate and professional programs libraries and computing

Publications

2008

Bardet, J. P., McLeod, D., Ragusa, G., and Mokarram, N., "Ontologies and Web-Semantics for Improvement of Curriculum in Civil Engineering, ", Proceedings of the American Society of Engineering Education Conference, Pittsburgh PA, June 2008.

Lee, S., Won, D., and McLeod, D., "Discovering Relationships among Tags and Geotags ", 2nd International Conference on Weblogs and Social Media (ICWSM 08), Seattle, WA, April 2008 (Poster).

Donnellan, A., Parker, J., Granat, R., Fox, G., Pierce, M., Rundle, J., Alghanmi, R., McLeod, D., Grant, L., and Brooks, W., "QuakeSim: Efficient Modeling of Sensor Web Data in a Web Services Environment ", Proceedings of 2008 IEEE Aerospace Conference, Big Sky MT, March 2008.

Sung, S., Chung, S., and McLeod, D., "Efficient Concept Clustering for Ontology Learning using an Event Life Cycle on the Web ", Proceedings of the 2008 ACM Symposium on Applied Computing, Ceara, Brazil, March 2008 (Best Paper award!!!).

2007

Youn, S. and McLeod, D., "Spam Email Classification using an Adaptive Ontology", Journal of Software (JSW), ISSN:1796-217X, Volume 2, Issue 3, pages 43-55, 2007.

Youn, S., and McLeod D., "Efficient Spam Email Filtering using an Adaptive Ontology", Proceedings of 4th International Conference on Information Technology: New Generations (ITNG '07), Las Vegas NV, April 2007.

Won, D. and McLeod D., "Ontology-Driven Rule Generalization and Rule Categorization for Market Data", Proceedings of the 23rd ICDE Workshops on Data Mining and Business Intelligence (DMBI 07), Istanbul, Turkey, April 2007.

O'Donovan, J., Smyth, B., Evrim, V., and McLeod, D., "Extracting and Visualizing Trust Relationships from Online Auction Feedback Comments", Proceedings of International Conference on Artificial Intelligence (IJCAI-07), Hyderabad, India, January 2007.

Grant, L., Donnellan, A., McLeod, D., Pierce, M., Fox, G., Chen, Y., Gould, M., Sung, S., and Rundle, P., “A Web-Service Based Universal Approach to Heterogeneous Fault Databases”, Computing in Science and Engineering Special Issue on Multi-Physics Modeling, 2007.

2006

Atkas, M., Aydin, G., Donnellan, A., Fox, G., Granat, R., Grant, L. Lyzenga, G., McLeod, D., Pallickara, S., Parker, J., Pierce, M., Rundle, J., Sayar, A., and Tullis, T., "iSERVO: Implementing the International Solid Earth Virtual Observatory by Integrating Computational Grid and Geographical Information Web Services", Pure and Applied Geophysics, Volume 163, Numbers 11-12, Pages 2281-2296, December 2006.

Donnellan, A., Rundle, J., Fox, G., McLeod, D., Grant, L. Tullis, T., Pierce, M., Parker, J., Lyzenga, G., Granat, R. and Glascoe, M., "QuakeSim and the Solid Earth Research Virtual Observatory", Pure and Applied Geophysics, Volume 163, Numbers 11-12, Pages 2263-2279, December 2006.

Chung, S., Jun, J., and McLeod, D., "A Web-based Novel Term Similarity Framework for Ontology Learning", Lecture Notes in Computer Science, Springer, Volume 4275, Pages 1092-1109, November 2006.
Jun, J., Chung, S., and McLeod, D., "Subspace Clustering for Microarrray Data Based on Domain Transformation", Lecture Notes in Computer Science, Springer, Berlin, Germany, 2006.

O'Donovan, J., Evrim, V., Smyth, B. and McLeod,D. "Personalizing trust in online auctions", Submitted to the STarting Artificial Intelligence Researchers Symposium (STAIRS'06) IOS Press, Trentino, Italy, August 2006.

Evrim, V. and McLeod, D. "Trust Based eCommerce Decisions" Handbook of Research on Public Information Technology, Idea Group, 2006

Youn, S., and McLeod D., "A Comparative Study for Email Classification", Proceedings of International Joint Conferences on Computer, Information, System Sciences, and Engineering (CISSE'06), Bridgeport, CT, December 2006.

Won, D., Song, B., and McLeod, D.,"An Approach to Clustering Marketing Data" 2nd International Advanced Database Conference (IADC), San Diego, June 2006.
Jun, J., Chung S., and McLeod, D., "Subspace Clustering of Microarray Data based on Domain Transformation", VLDB Workshop on Data Mining on Bioinformatics, Seoul, South Korea, 2006.

Chung, S., Jun, J., and McLeod, D., "WebSim: A Pathway to Unveiling Term Relationships using a Web Search Technology", VLDB Workshop on Ontologies-based Techniques for DataBases and Information Systems, Seoul, South Korea, 2006.

Chung, S., Jun, J., and McLeod, D., "A Web-based Novel Term Similarity Framework for Ontology Learning", ODBASE, Montpellier, France, 2006 .

Shin, H., Hovy, H., McLeod, D., and Pryor, L., "Measuring Generality of Documents", Proceedings of Semantic Web and Databases Workshop ICDE 2006 (SWDB'06), Atlanta GA, April 2006.

Sung, S. and McLeod, D., "Ontology-Driven Semantic Matches between Database Schemas", Proceedings of International Workshop on Database Interoperability, Atlanta GA, April 2006.

Shin, H., and McLeod, D., "A New Methodology for Information Presentations on the Web", Proceedings of APWeb2006, Harbin, China, January 2006.

Youn, S. and McLeod, D.“Ontology Development Tools for Ontology-Based Knowledge Management,” Encyclopedia of E-Commerce, E-Government and Mobile Commerce, Idea Group Inc, 2006.

2005

Rundle, J. B., Rundle, P. B., Donnellan, A., Turcotte, D. L., Shcherbakov, R., Li, P., Malamud, B. D., Grant, L. B., Fox, J., McLeod, D., Yakovlev, G., Parker, J., Klein, W. and Tiampo, K. F., “A Simulation-based Approach for Forecasting the Next Great San Francisco Earthquake”, Proceedings of the National Academy of Science, October 2005.

Grant, L., Gould, M., Donnellan, A., McLeod, D., Chen, Y., Sung, S., Pierce, M., Fox, G., and Rundle, J., “A Web-Service Based Universal Approach to Heterogeneous Fault Databases”, Computing in Science and Engineering, July/August 2005.

Chen, A., and McLeod, D., "Collaborative Filtering for Information Recommendation Systems", Encyclopedia of Data Warehousing and Mining, Idea Group, 2005.

Khan, L., McLeod, D., and Hovy, E., “A Framework for Effective Annotation of Information from Closed Captions using Ontologies”, Journal of Intelligent Information Systems, Kluwer Academic Publishers, Volume 25, Number 2, Pages 181-205, September 2005.

Chen, A. and McLeod, D."Semantics-Based Similarity Decisions For Ontologies". ICEIS 2005, Proceedings of the 7th International Conference on Enterprise Information Systems, Miami, May 2005.

Shin, H. Hovy, E., McLeod, D. and Pryo, L.," A New Criterion For Measuring Generality Of Documents". Accepted for the 3rd International Conference on Computer Science and its Applications (ICCSA-2005), 2005.

Chung, S., and McLeod, D., "Dynamic Pattern Mining: An Incremental
Data Clustering Approach", Journal on Data Semantics, Volume2 – Lecture Notes in Computer Science, Springer, Pages 85-112, 2005.

2004

Chung, S., Jun, J., and McLeod, D., "Incremental Mining from News Streams", Encyclopedia of Data Warehousing and Mining, Idea Group Inc. 2004.

Chung, S., Jun, J., and McLeod, D., "Mining Gene Expression Datasets Using Density-based Clustering", Proceedings of ACM Conference on Information and Knowledge Management, Washington D.C., November 2004.

Khan, L., McLeod, L. and Hovy, E.," Retrieval Effectiveness of an Ontology-based Model for Information Selection", The VLDB Journal, 13(1) Pages 71-85, 2004.

Donnellan, A., Rundle, J., McLeod, D. et. al., "Illuminating the Earth's
Interior through Advanced Computing", Computing in Science and
Engineering, Volume 6, Number 1, Pages 336-44, January/February 2004.

Alfuraih, S., Sui, N., and McLeod, D., "Trusted Email: A Proposed Approach to Prevent Credit Card Fraud in Soft-Product E-Commerce", Proceedings of Sixth International Conference on Enterprise Information Systems, Portugal, May 2004.

Shin, H., McLeod, D., and Pryor, L. "The Dynamic Generation of User-Customized Multimedia Presentations", Proceedings of Information Resources Management Association International Conference, New Orleans LA, May 2004.

Almuhammadi, S., Sui, N., and McLeod, D., "Better Privacy and Security
in E-Commerce: Using Elliptic Curve-Based Zero-Knowledge Proofs",
Proceedinsgs of the IEEE Conference on E-Commerce Technology,
San Diego CA, July 2004.

2003

Khan, L., Ponnusamy, A., McLeod, D. and Shahabi, C., "A Run-Time Based Technique to Optimize Queries in Distributed Internet Databases". Advanced Topics in Database Research, Vol. 2, pages 128-161, Idea Group Publishing, Hershey, PA, 2003.

Chung, S. and McLeod, D., "Dynamic Topic Mining from News Stream Data". International Conference on Ontologies, Databases, and Application of Semantics, Catania, Sicily, Italy, November 2003.

Chen, A., Donnellan, A., McLeod, D., Fox, G., Parker, J., Rundle, J., Grant, L., Pierce, M., Gould, M., Chung, S., and Gao, S., "Interoperability and Semantics for Heterogeneous Earthquake Science Data", International Workshop on Semantic Web Technologies for Searching and Retrieving Scientific Data, Sanibel Island FL, October 2003.

2002

Khan, L., McLeod, D., and Shahabi, C., "An Adaptive Probe-based Technique to Optimize Join Queries in Distributed Internet Databases", Advanced Topics in Database Research, Volume 2, 2002.

Alfuraih, S., Sui, N., and McLeod, D., "Using Trusted Email to Prevent Credit Card Fraud in Multimedia Products", World Wide Web: Internet and Web Information Systems, Volume 5, Number 3, pages 244-256, 2002.

Lin, Cha-Hwa and Dennis McLeod,"Exploiting and Learning Human Temperaments for Customized Information Recommendation" Proceedings of the 6th IASTED International Conference on Internet and Multimedia Systems and Applications, Kauai, Hawaii, August 2002.

2001

Khan, L., McLeod, D., and Shahabi, C., “An Adaptive Probe-Based Technique to Optimize Join Queries in Distributed Internet Databases” International Journal of Database Management by Idea Group Publishing, Vol. 12, No. 4, October-December, 2001.

Shahabi, C., Khan L., and McLeod, D.,“A Probe-Based Technique to Optimize Join Queries in Distributed Internet Databases” International Journal of Knowledge and Information Systems (KAIS) by Springer-Verlag, 2001.

Shahabi, C., Banaei Kashani, F., Chen, Y., McLeod, D., "Yoda: An Accurate and Scalable Web-Based Recommendation System" CoopIS Pages 418-432, 2001.

Kahng, J., and McLeod, D., "Dynamic Classificational Ontologies", Computing the Brain: A Guide to Neuroinformatics (editors Arbib, M., and Grethe, J.), Academic Press, Pages 241-254, 2001.

Liao, K., and McLeod, D., "Introduction to Database Systems", Computing the Brain: A Guide to Neuroinformatics (editors Arbib, M., and Grethe, J.), Academic Press, Pages 29-39, 2001.

Liao, K., and McLeod, D., "Federating Neuroscience Databases", Computing the Brain: A Guide to Neuroinformatics (editors Arbib, M., and Grethe, J.), Academic Press,Pages 231-239, 2001.

2000

Lin, C. and McLeod,D.,"Temperament-Based Information Filtering: A Human Factors Approach to Information Recommendation" Proceedings of the IEEE International Conference on Multimedia & Exposition, New York, NY, July 2000.

Khan, L.and McLeod, D.,"Effective Retrieval of Audio Information from Annotated Text Using Ontologies," ACM SIGKDD Workshop on Multimedia Data Mining, Boston, MA, August 2000.

Khan, L. and McLeod, D.,"Disambiguation of Annotated Text of Audio using Ontologies, "ACM SIGKDD Workshop on Text Mining, Boston, MA, August 2000.

Khan, L. and McLeod, D.,"Audio Structuring and Personalized Retrieval Using Ontologies," IEEE Advances in Digital Libraries, Library of Congress, Washington, DC, May 2000.

Si, A., Leong, H., McLeod, D., Yau, S., "On Supporting Weakly-Connected Browsing in a Mobile Web Environment" ICDCS pages 538-546, 2000.

1999

Shahabi, C., Khan, L., McLeod, D.and Shah, V.,"Run-Time Optimization of Join Queries for Distributed Databases over the Internet" Proceedings of Communication Networks and Distributed Systems Modeling and Simulation (CNDS), San Francisco, CA, January 1999.

Yau, S., Leong, H., McLeod, D., Si, A.,"On Multi-Resolution Document Transmission in Mobile Web" SIGMOD Record 28(3) pages 37-42, 1999.

Aslan, G., McLeod, D., "Semantic Heterogeneity Resolution in Federated Databases by Metadata Implantation and Stepwise Evolution" VLDB Journal 8(2) pages 120-132, 1999.

Selected Older Papers

Afsarmanesh, H., and McLeod, D., "The 3DIS: An Extensible, Object-Oriented Information Management Environment", ACM Transactions on Information Systems, Volume 7, Number 4, Pages 339-377, October 1989.

Heimbigner, D., and McLeod, D., "A Federated Architecture for Information Management", ACM Transactions on Information Systems, Volume 3, Number 3, Pages 253-278, July 1985.

Hammer, M. and McLeod, D., "Database Description with SDM: A Semantic Database Model", ACM Transactions on Database Systems, Volume 6, Number 3, Pages 351-386, September 1981.

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