JOURNAL PUBLICATIONS

• J.C. Caicedo, J. Ben Abdallah, F. A. Gonzalez, O. Nasraoui, "Multimodal Representation, Indexing, Automated Annotation and Retrieval of Image Collections via Non-negative Matrix Factorization ", Neurocomputing (2011). 
• B. Hawwash and O. Nasraoui, "Mining and Tracking Evolving Web user Trends from Large Web Server Logs", Statistical Analysis and Data Mining, 3(2): 106-125, 2010.
• N. Durak, O. Nasraoui, J. Schmelz, "Automated Coronal Loop Identification based on Contour Extraction and Contour Classification from the SOHO/EIT Images", Solar Physics, 264(2), 383-402, 2010.
• L. Zhuhadar, O. Nasraoui, "A Hybrid Recommender System Guided by Semantic User Profiles for Search in the E-learning Domain", Journal of Emerging Technologies in Web Intelligence, 2(4) (2010), 272-281, 2010.
• L. Zhuhadar, O. Nasraoui, R. Wyatt, R. Yang, "Visual knowledge representation of conceptual semantic networks", Social Network Analysis and Mining, 2010.
• N. Durak, O. Nasraoui, J. Schmelz, "Coronal Loop Detection from Solar Images", Pattern Recognition,  42 (11), 2481-2491, 2009.
• Z. Zhang and O. Nasraoui, "Profile-based focused Crawling for Social Media-Sharing Websites", EURASIP Journal on Image and Video Processing, Volume 2009, Article ID 856037, 2009.
• O. Nasraoui, M. Soliman, E. Saka, A. Badia, R. Germain, "A Web Usage Mining Framework for Mining Evolving User Profiles in Dynamic Websites", IEEE Transactions on Knowledge and Data Engineering (TKDE), 20(2), Feb. 2008, pp. 202-215. (selected as the "featured article of the Feb. 2008 issue").
• Z. Zhang and O. Nasraoui, "Mining Search Engine Query Logs for Social Filtering-based Query Recommendation", Applied Soft Computing – Special Issue on Dynamic Data Mining, Sep. 2008, 1326-1334.
• Nasraoui O. , Rojas C., and Cardona C., "A Framework for Mining Evolving Trends in Web Data Streams using Dynamic Learning and Retrospective Validation" , Journal of Computer Networks- Special Issue on Web Dynamics, 50(10), 1425-1652, July 2006.
• Nasraoui O. ,Rojas C., and Cardona C., "Data Mining meets Evolutionary Computation: A New Framework for Dynamic and Scalable Evolutionary Data Mining based on Non-Stationary Function Optimization" , Journal of Computer Science – Special Issue on Efficient Heuristics for Information Organization, 2005.
• Frigui H. and Nasraoui O., "Unsupervised Learning of Prototypes and Attribute Weights”, Pattern Recognition, 37(3): 567-581 (2004).
• Nasraoui O. and Krishnapuram R., "A New Evolutionary Approach to Web Usage and Context Sensitive Associations Mining," International Journal of Computational Intelligence and Applications, Special Issue on Internet Intelligent Systems, Vol. 2, No. 3, pp. 339-348, Sep. 2002.
• Krishnapuram R., Joshi A., Nasraoui O., and Yi L. "Low Complexity Fuzzy Relational Clustering Algorithms for Web Mining," IEEE Transactions on Fuzzy Systems, Vol. 9, No. 4 (2001) pp. 595-607.
• Nasraoui O., Frigui H., Krishnapuram R., and Joshi A., "Extracting Web User Profiles Using Relational Competitive Fuzzy Clustering," International Journal on Artificial Intelligence Tools, Vol. 9, No. 4 (2000) pp. 509-526.
• Krishnapuram R., Frigui H., and Nasraoui O., "Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation Part I," IEEE Transactions on Fuzzy Systems, Vol. 3, No. 1, Feb. 1995, pp. 29-43.
• Krishnapuram R., Frigui H., and Nasraoui O., "Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation Part II," IEEE Transactions on Fuzzy Systems, Vol. 3, No. 1, Feb. 1995, pp. 44-60.
• Keller J., Krishnapuram R., Chen Z., and Nasraoui O., "Fuzzy Additive Hybrid Operators for Network-Based Decision Making,", International Journal of Intelligent Systems, Vol. 9, 1994, pp. 1001-1023.
• Krishnapuram R., Frigui H., and Nasraoui O., "Quadratic Shell Clustering Algorithms for the Detection of Second Degree Curves," Pattern Recognition Letters, Vol. 14, 1993, pp. 545-552.
• Krishnapuram R., Nasraoui O., and Frigui H., "The Fuzzy C Spherical Shells algorithms: a new approach," IEEE Transactions on Neural Networks, Vol. 3, No. 5, Sept. 1992, pp. 663-671.

BOOK CHAPTERS

• Khribi, Mohamed Koutheaïr, Mohamed Jemni, and Olfa Nasraoui. "Automatic Personalization in E-Learning Based on Recommendation Systems: An Overview." Intelligent and Adaptive Learning Systems: Technology Enhanced Support for Learners and Teachers. IGI Global, 2012. 19-33. Web. 29 Aug. 2011
• Bamshad Mobasher and Olfa Nasraoui, "CHAPTER 12: Web Usage Mining", invited book chapter in "Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data (Data-Centric Systems and Applications)", Second Edition, July 2011, by Bing Liu
• Michael Losavio, Olfa Nasraoui, Vincent Thacker, Jeff Marean, Nick Miles, Roman Yampolsky and Ibrahim Imam, "Assessing the Legal Risks in Network Forensic Probing", In Advances in Digital Forensics V, IFIP Advances in Information and Communication Technology, Gilbert Peterson, Sujeet Shenoi, Eds, Springer 2009, Vol 306, 255-266.
• O. Nasraoui and M. Soliman, "Market-Based Profile Infrastructure: Giving Back to the User", in "Next Generation of Data Mining”, H. Kargupta, J. Han, P.S. Yu, R. Motwani, V. Kumar (Ed.), CRC Press 2009.
• L. Zhuhadar, O. Nasraoui , R. Wyatt, "Knowledge Mining for Adaptive Multimedia Web-based Educational Platform", in "Technology Enhanced Learning: Best Practices”, April, 2008, Idea Group, 2008.
• O. Nasraoui and E. Saka, "Web Usage Mining in Noisy and Ambiguous Environments: Exploring the Role of Concept Hierarchies, Compression, and Robust User Profiles", in "From Web to Social Web: Discovering and Deploying User and Content profiles – WebMine 2006", Springer Lecture Notes in Artificial Intelligence, B. Berendt, A. Hotho, D. Mladenic, G. Semeraro (Ed.), Springer-Verlag 2007.
• O. Nasraoui , "A Multi-Layered and Multi-Faceted Framework for Mining Evolving Web Clickstreams ", in "Adaptive and Personalized Semantic Web", in the series: Studies in Computational Intelligence, Vol. 14, Sirmakessis, Spiros (Ed.), Springer-Verlag April 2006.
• O. Nasraoui and M. Pavuluri, " Complete this Puzzle: A Connectionist Approach to Accurate Web Recommendations based on a Committee of Predictors ”. "Web Mining and Web Usage Analysis”, B. Mobasher, B. Liu, B. Masand, O. Nasraoui, Eds., Springer Lecture Notes in Artificial Intelligence, Springer-Verlag, 2006.
• Nasraoui O., "World Wide Web Personalization," Invited chapter in "Encyclopedia of Data Mining and Data Warehousing”, J. Wang, Ed, Idea Group, 2005.
• Nasraoui O., Leon E., and Krishnapuram R., "Unsupervised Niche Clustering: Discovering an Unknown Number of Clusters in Noisy Data Sets," Invited chapter in "Evolutionary Computing in Data Mining”, A. Ghosh and L. C. Jain, Eds, Springer Verlag, 2004.
• Frigui H. and Nasraoui O., "Simultaneous Clustering and Dynamic Keyword Weighting for Text Documents," in "Survey of Text Mining”, Michael Berry, Ed, Springer, 2004, pp. 45-70.
• Nasraoui O., Krishnapuram R., Joshi A., and Kamdar T. "Automatic Web User Profiling and Personalization using Robust Fuzzy Relational Clustering," in "E-Commerce and Intelligent Methods" in the series "Studies in Fuzziness and Soft Computing”, J. Segovia, P. Szczepaniak, and M. Niedzwiedzinski, Ed, Springer-Verlag, 2002.
• Krishnapuram R., Frigui H., and Nasraoui O., "Range Image Segmentation through Fuzzy and Possibilistic Shell Clustering," in Fuzzy Logic and its Applications to Engineering, Information Sciences, and Intelligent Systems, K. C. Min and Z. Bien (Ed.), Kluwer Academic Publishers, Norwell, MA, 1995, pp. 55-66.

EDITED BOOKS

• Giles, L., McCallum, A., Mobasher, B., Nasraoui, O., Spiliopoulou, M., Srivastava, J., Yen, J., and Zhang, H. 2007. The Joint 9th WEBKDD and 1st SNA-KDD Workshop on Web Mining and Social Network Analysis. In Proceedings of the 13th ACM SIGKDD international Conference on Knowledge Discovery and Data Mining (San Jose, California, USA, August 12 - 15, 2007). KDD '07.

• Nasraoui O. , Cerwinske J., Rojas C., and Gonzalez F., "Collaborative Filtering in Dynamic Usage Environments", in Proc. of CIKM 2006 – Conference on Information and Knowledge Management, Arlington VA , Nov. 2006.
• O. Nasraoui , Z. Zhang, and E. Saka , "Web Recommender System Implementations in Multiple Flavors: Fast and (Care) Free for All". In Proceedings of the ACM-SIGIR Open Source Information Retrieval workshop, Seattle , WA , Aug. 2006.
• Z. Zhang, C. Rojas, O. Nasraoui , and H. Frigui, " SHOW AND TELL: A Seamlessly Integrated Tool For Searching with Image Content And Text ”. In Proceedings of the ACM-SIGIR Open Source Information Retrieval workshop, Seattle , WA , Aug. 2006.
• Nasraoui O. and Goswami S., " Mining and Validating Localized Frequent Web Access Patterns with Dynamic Tolerance ," in Proc. Advanced Data Mining and Applications, Xian, China, Aug. 2006.
• Nasraoui O. and Goswami S., " Mining and Validating Localized Frequent Itemsets with Dynamic Tolerance ," in Proc. SIAM conference on Data Mining, Bethesda, MD , Apr. 2006.
• Nasraoui O. and Rojas C., " Robust Clustering for Tracking Noisy Evolving Data Streams ," in Proc. SIAM conference on Data Mining, Bethesda , MD , Apr. 2006.
• A. Badia., Tulay Muezzinoglu, and O. Nasraoui, " Focused Crawling: Experiences in a Real World Project ”. In Proceedings of the 15 th World Wide Web conference, Edinburgh , UK , May. 2006.
• Z. Zhang and O. Nasraoui, " Mining Search Engine Query Logs for Query Recommendation". In Proceedings of the 15 th World Wide Web conference, Edinburgh, UK , May. 2006.
• Leon E., and Nasraoui O., and Gomez J., "ECSAGO: Evolutionary Clustering with Self Adaptive Genetic Optimization" In Proceedings of the IEEE World Congress on Computational Intelligence, IEEE Conf. Evolutionary Computation (CEC), Vancouver, CA, June. 2006.
• O. Nasraoui, Z. Zhang, C. Rojas, and H. Frigui. "SHOW AND TELL: A Seamlessly Integrated Tool for Searching with Image Content and Text", in Proceedings of 2 nd NASA Data Mining Workshop (short paper), Pasadena , CA , May 2006.
• Z. Zhang and O. Nasraoui, " Mining Fuzzy Associative Memories for Search Engine Query Recommendation". In Proceedings of the IEEE World Congress on Computational Intelligence, IEEE Conf. Fuzzy Systems, Vancouver , CA , June. 2006.
• O. Nasraoui, M. Soliman, and A. Badia. " Mining Evolving User Profiles and More – A Real-Life Case Study" . In Proceedings of "Data Mining meets Marketing" workshop, New York , NY , Nov. 2005.
• O. Nasraoui, C. Cardona, and C. Rojas. " Using Retrieval Measures to Assess Similarity in Mining Dynamic Web Clickstreams". In Proceedings of ACM KDD: Knowledge Discovery and Data Mining Conference, Chicago , I L , 2005, 439-448 .

• O. Nasraoui and E. Leon. "On Fitness, Niching Strategies, and Hybrid Niche Size Estimation for Discovering an Unknown Number of Clusters in Noisy Data". In Proceedings of Evo-Hybrid workshop, Genetic and Evolutionary Computation Conference, Seattle, WA, June 2004.

• O. Nasraoui and M. Pavuluri, "Complete this Puzzle: A Connectionist Approach to Accurate Web Recommendations based on a Committee of Predictors". In Proceedings of "WebKDD- 2004 workshop on Web Mining and Web Usage Analysis”, B. Mobasher, B. Liu, B. Masand, O. Nasraoui, Eds. part of the ACM KDD: Knowledge Discovery and Data Mining Conference, Seattle, WA, 2004.

• O. Nasraoui, C. Cardona, and C. Rojas. "Single Pass Mining of Evolving Trends in Web Data with Explicit Retrieval Similarity Measures". In Proceedings of "International Web Dynamics Workshop”, International World Wide Web Conference, New York, NY, May. 2004.

• O. Nasraoui and M. Pavuluri, "Accurate Web Recommendations Based on Profile-Specific URL-Predictor Neural Networks". In Proceedings of the International World Wide Web Conference, New York, NY, May. 2004.

• O. Nasraoui and M. Pavuluri, "A Context Ultra-Sensitive Approach to High Quality Web Recommendations based on Web Usage Mining and Neural Network Committees”. In Proceedings of "International Web Dynamics Workshop”, International World Wide Web Conference, New York, NY, May. 2004.

• O. Nasraoui and M. Pavuluri, "Precise and Complete Recommendations Based on Web Usage Mining and Profile-Specific URL-Predictor Neural Networks”, in Proceedings of "Frontiers: 2003 FLINT-CIBI International Joint Workshop On Soft Computing For Internet And Bioinformatics", University of California – Berkeley, Dec. 2003.

• E. Leon, O. Nasraoui, and J. Gomez. "Network Intrusion Detection Using Genetic Clustering". In Proceedings of Genetic and Evolutionary Computation Conference, Seattle, WA, June 2004.

• O. Nasraoui and E. Leon. "Improved Niching and Encoding Strategies for Clustering Noisy Data Sets". In Proceedings of Genetic and Evolutionary Computation Conference, Seattle, WA, June 2004.

• O. Nasraoui, C. Rojas, and C. Cardona. "Dynamic and Scalable Evolutionary Data Mining: An Approach based on a Self-Adaptive Multiple Expression Mechanism”. In Proceedings of Genetic and Evolutionary Computation Conference, Seattle, WA, June 2004.

• E. Leon, O. Nasraoui, and J. Gomez. "Anomaly Detection Based on Unsupervised Niche Clustering with Application to Network Intrusion Detection”. In Proceedings of IEEE Conference on Evolutionary Computation (CEC), Portland, OR, June 2004.

• O. Nasraoui, C. Cardona, C. Rojas, F. González, "TECNO-STREAMS: Tracking Evolving Clusters in Noisy Data Streams with a Scalable Immune System Learning Model”, in Proc. of Third IEEE International Conference on Data Mining (ICDM'03), Melbourne, FL, November 2003, pp. 235-242.

• Nasraoui O., Petenes C., "Combining Web Usage Mining and Fuzzy Inference for Website Personalization", in Proc. of WebKDD 2003 – KDD Workshop on Web mining as a Premise to Effective and Intelligent Web Applications, Washington DC, August 2003, p. 37.

• Nasraoui O., Cardona C., Rojas C., and Gonzalez F., "Mining Evolving User Profiles in Noisy Web Clickstream Data with a Scalable Immune System Clustering Algorithm", in Proc. of WebKDD 2003 – KDD Workshop on Web mining as a Premise to Effective and Intelligent Web Applications, Washington DC, August 2003, p. 71.

• Nasraoui O. and Rojas C., "From Static to Dynamic Web Usage Mining: Towards Scalable Profiling and Personalization with Evolutionary Computation," Invited Paper in Workshop on Information Technology, Rabat, Morocco, March 2003.

• Nasraoui O., Gonzalez F., Cardona C., Rojas C., and Dasgupta D., "A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning," in Proc. of the Genetic and Evolutionary Computation Conference (GECCO 2003), pp. 219-230, Chicago, IL, July 2003.

• Nasraoui O., Rojas C., Cardona C., and Dasgupta D., "Soft Multiple Expression and Genetic Redundancy: Preliminary Results for Non-Stationary Function Optimization," in Proc. of the IEEE International Conference on Fuzzy Systems, St. Louis, MO, May 2003.

• Nasraoui O. and Petenes C., "An Intelligent Web Recommendation Engine Based on Fuzzy Approximate Reasoning," in Proc. of the IEEE International Conference on Fuzzy Systems – Special Track on Fuzzy Logic and the Internet, St. Louis, MO, May 2003.

• Gomez J., Dasgupta D., and Nasraoui O., "A New Gravitational Clustering Algorithm," Proc. 2003 SIAM Conference on Data Mining, San Francisco, CA, April 2003.

• Nasraoui O., Dasgupta D., and Gonzalez F., "An Artificial Immune System Approach to Robust Data Mining," Genetic and Evolutionary Computation Conference (GECCO Late Breaking Papers), pp. 356-363, July 2002, New York, NY.

• Frigui H. and Nasraoui O., "A Fast Algorithm for Discovering Categories and Attribute Relevance in Web Usage and Content Data" Proc. 2002 Conference of the North American Fuzzy Information Processing Society (NAFIPS) and Berkeley Initiative on Soft Computing’s Special Interest Group on Fuzzy Logic and the INTernet (FLINT), New Orleans, LA, May 2002, pp. 280-285.

• Nasraoui O., Dasgupta D. and Pavuluri M., "S2GA: a Soft Structured Genetic Algorithm, and its Application in Web Mining," Proc. 2002 Conference of the North American Fuzzy Information Processing Society (NAFIPS) and Berkeley Initiative on Soft Computing’s Special Interest Group on Fuzzy Logic and the INTernet (FLINT), New Orleans, LA, May 2002, pp. 87-92.

• Gomez J., Gonzalez F., Dasgupta D., and Nasraoui O., "Complete Expression Tree for Evolving Fuzzy Classifier Systems with Genetic Algorithms," Proc. 2002 Conference of the North American Fuzzy Information Processing Society (NAFIPS) and Berkeley Initiative on Soft Computing’s Special Interest Group on Fuzzy Logic and the INTernet (FLINT), New Orleans, LA, May 2002, pp. 469-474.

• Nasraoui O., Dasgupta D., and Gonzalez F., "The Promise and Challenges of Artificial Immune System Based Web Usage Mining: Preliminary Results," in SIAM Workshop on Web Analytics, Arlington, VA, Apr. 2002, pp. 29-39.

• Nasraoui O., Gonzalez F., and Dasgupta D., "The Fuzzy Artificial Immune System: Motivations, Basic Concepts, and Application to Clustering and Web Profiling," in Proc. of the World Congress on Computational Intelligence (WCCI) and IEEE International Conf. on Fuzzy Systems, Honolulu, HI, May 2002, pp. 711-716.

• Frigui H. and Nasraoui O., "Simultaneous Categorization of Text Documents and Identification of Cluster-dependent Keywords" in Proc. of the World Congress on Computational Intelligence (WCCI) and IEEE International Conf. on Fuzzy Systems, Honolulu, HI, May 2002, pp. 1108-1113.

• Frigui H. and Nasraoui O., "Clustering with Adaptive Attribute Weighting for Text Documents" in SIAM Workshop on Text Mining, Arlington, VA, Apr. 2002.

• Nasraoui O. and Krishnapuram R., "One Step Evolutionary Mining of Context Sensitive Associations and Web Navigation Patterns," in Proc. SIAM conference on Data Mining, Arlington, VA, Apr. 2002, pp. 531-547.

• Nasraoui O. and Krishnapuram R., "Robust Multi-resolution Web Usage Data Mining using Hierarchical Unsupervised Niche Clustering," Proc. ANNIE (Artificial Neural Network In Engineering) Conference, pp.369-374, St. Louis, MO, Nov. 2001, received Best paper award for theoretical developments in computational intelligence.

• Nasraoui O., and Krishnapuram R., "The Unsupervised Niche Clustering Algorithm: Extension to Multivariate Clusters and Applications to Color Image Segmentation," Proceedings of the Joint North American Fuzzy Information Processing Society And International Fuzzy System Association Congress, Vancouver, Canada, July 2001.

• Nasraoui O., and Krishnapuram R., "A Novel Approach to Unsupervised Robust Clustering using Genetic Niching," Proc. of the 9th IEEE International Conf. on Fuzzy Systems, San Antonio, TX, May 2000, pp. 170-175.

• Frigui H., and Nasraoui O., "Simultaneous Clustering and Attribute Discrimination," Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, San Antonio, TX, May 2000, pp.158-163.

• Nasraoui O., Frigui H., Joshi A., and Krishnapuram R., "Mining Web Access Logs Using a Fuzzy Relational Clustering Algorithm based on a Robust Estimator", Proc. of 8th International World Wide Web Conference (WWW8), Toronto, May 1999.

• Nasraoui O., Frigui H., Joshi A., and Krishnapuram R., "Mining Web Access Logs Using Relational Competitive Fuzzy Clustering," Proceedings of the Eighth International Fuzzy Systems Association Congress, Hsinchu, Taiwan, August 1999.

• Nasraoui O., Joshi A., and Krishnapuram R., "Relational Clustering Based on a New Robust Estimator with Application to Web Mining," Proc. Intl. Conf. North American Fuzzy Info. Proc. Society (NAFIPS 99), New York, June 1999.

• Nasraoui O., and Krishnapuram R., "Clustering Using a Genetic Fuzzy Least Median of Squares Algorithm," Proceedings of the North American Fuzzy Information Processing Society Conference, Syracuse, NY, September 1997.

• Nasraoui O., and Krishnapuram R., "An Improved Possibilistic C Means Algorithm with Finite Rejection and Robust Scale Estimation," Proceedings of the North American Fuzzy Information Processing Society Conference, Berkeley, CA, June 1996, pp. 395-399.

•  Nasraoui O., and Krishnapuram R., "A Robust Estimator Based on Density and Scale Optimization, and its Application to Clustering," Proc. of IEEE International Conf. on Fuzzy Sys, New Orleans, Sep’96, pp. 1031-1035.

• Nasraoui O., and Krishnapuram R., "Crisp Interpretations of Fuzzy and Possibilistic Clustering Algorithms," Proceedings of 3rd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, August 1995, Vol. 3, pp. 1312-1318.

• Krishnapuram R., Frigui H., and Nasraoui O., "Surface Approximation through Fuzzy Shell Clustering," Proceedings of the International Fuzzy Systems Association Congress, Seoul, Korea, July 1993, pp. 155-158.

• Krishnapuram R., Nasraoui O., and Frigui H., "The Surface Density and its Application to Linear/Circular Boundary Detection and Planar/Spherical Surface Approximation," Proceedings of the Second IEEE Conference on Fuzzy Systems, San Francisco, March 1993, Vol. II, pp. 825-830.

• Krishnapuram R., Frigui H., and Nasraoui O., "A Fuzzy Clustering Algorithm to Detect Planar and Quadric Shapes," Proceedings of the North American Fuzzy Information Processing Society Conference, Puerto Vallarta, Mexico, December 1992, Vol. I, pp. 81-88.

• Krishnapuram R., Frigui H., and Nasraoui O., "New Fuzzy Shell Clustering Algorithms for Boundary Detection and Pattern Recognition," Proceedings of the SPIE conference on Robotics and Computer Vision, Boston, November 1991, SPIE Vol. 1607, pp. 458-465.

Non-refereed publications

• Tim Finin, Gama, Robert Grossman, Diane Lambert, Huan Liu, Kun Liu, Olfa Nasraoui, Lisa Singh, Jaideep Srivastava, Wei Wang, NSF Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM’07): Final Report.
• O. Nasraoui, H. Elgazzar, C. Rojas, Fabio Gonzalez, Jonatan Gomez , J. Schmelz, and J. Roames, Kaouther Nasraoui, Lindsey Lippner, Jennifer Garst, Andrew Gibson, "Using Data Mining for Automatic Retrieval of Solar Loop Images”. Poster in Conf. on Statistical Challenges in Modern Astronomy, Pennsylvania State University, June. 2006.
• O. Nasraoui and J. Schmelz, Mining solar images to support astrophysics research, NASA AISRP PI Workshop, NASA AMES Research Center, http://astrophysics.arc.nasa.gov/AISRPCodeLibraryServer/News/workshop2005/onasraoui/onasraoui.pdf, Apr. 2005.
• O. Nasraoui and J. Schmelz, Mining solar images to support astrophysics research, NASA AISRP PI Workshop, University Of Maryland, http://aisrp.nasa.gov/projects/presentations/10efb0b5408.pdf,  Oct 2006
• O. Nasraoui, H. Frigui, A. Joshi, R. Krishnapuram, "Mining Web Access Logs Using Relational Competitive Fuzzy Clustering", Technical report 98-01, CECS Department, University of Missouri, 1998.
• Nasraoui O. and Keller J. "Classification of the Video Security Data: Preliminary Results," Technical Report, University of Missouri-Columbia, Aug. 1997.