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Publications

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Journal Articles & Book Chapters Conference & Workshop Papers

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REFEREED JOURNAL ARTICLES & BOOK CHAPTERS

  1. R. A. McAllister, R. A. Angryk, Abstracting for Dimensionality Reduction in Text Classification, International Journal of Intelligent Systems, Vol. 28 (2), Wiley, February 2013, ISSN: 0884-8173, pp. 115-138. Published online: November 27, 2012, URL to Open Access: [url]. Print version to appear.
  2. M. Schuh, J. Sheppard, S. Strasser, R. Angryk, C. Izurieta, A Visualization Tool for Knowledge Discovery in Maintenance Event Sequences, IEEE Aerospace and Electronic Systems Magazine, Vol. 28 (2), IEEE Press, February 2013, ISSN: 0885-8985, p. 1-25, to appear.
  3. J. Banda, R. Angryk, P. Martens, On dimensionality reduction for indexing and retrieval of large-scale solar image data, Solar Physics, Springer-Verlag, ISSN: 0038-0938, pp. 1-29. Published online: June 06, 2012, URL to Open Access: [url].  Print version to appear.
  4. R. Angryk, M.S. Hossain, B. Norick, Semantically-Guided Clustering of Text Documents via Frequent Subgraphs Discovery, M. Kryszkiewicz, H. Rybinski, A. Skowron, Z.W. Ras (Eds.), Foundations of Intelligent Systems, Series: Lecture Notes in Computer Science (LNCS), Vol. 6804, Springer-Verlag, 2011, XIX, 746 p., ISBN: 978-3-642-21915-3, pp. 407-417.
  5. P.C.H. Martens, G.D.R. Attrill, A.R. Davey,A. Engell, S. Farid, P.C. Grigis, J. Kasper, K. Korreck, S.H. Saar, A. Savcheva, Y. Su, P. Testa, M. Wills-Davey, P.N. Bernasconi, N.-E. Raouafi, V.A. Delouille, J.F. Hochedez, J.W. Cirtain, C.E. DeForest, R.A. Angryk, I. De Moortel, T. Wiegelmann, M.K. Georgoulis, R.T.J. McAteer, R.P. Timmons, Computer Vision for the Solar Dynamics Observatory (SDO), Solar Physics, Vol. 275 (1), Springer-Verlag, January 2012, ISSN: 0038-0938 (print version), pp. 79-113. Published online: January 7, 2011, URL to Open Access: [url].
  6. R. Angryk, J. Czerniak, Heuristic Algorithm for Interpretation of Multi-Valued Attributes in Similarity-based Fuzzy Relational Databases, International Journal of Approximate Reasoning, Vol. 51 (8), Elsevier, October 2010, ISSN: 0888-613X, pp. 895-911.
  7. R. McAllister, R. Angryk, An Efficient Abstraction-Based Data Model for Information Retrieval, Ann E. Nicholson, Xiaodong Li (Eds.) Advances in Artificial Intelligence, Series: Lecture Notes in Computer Science (LNCS), Vol. 5866, Springer-Verlag, 2009, ISBN: 978-3-642-10438-1, pp. 567-576.
  8. R. Angryk, Attribute-Oriented Defuzzification of Fuzzy Database Tuples with Conjunctive Interpretation of Categorical Entries, Control and Cybernetics, Vol. 38 (2), Polish Academy of Sciences, June 2009, ISSN: 0324-8569, pp. 419-453.
  9. B. Wall, N. Richter, R. Angryk, Generating Concept Hierarchies from User Queries, T.Y. Lin, A. Wasilewska, F. Petry, Y. Xie (Eds.), Data Mining: Foundations and Practice, Series: Studies in Computational Intelligence, Vol. 118, Springer-Verlag, 2008, XVI, 562 p. 129 illus., Hardcover, ISBN: 978-3-540-78487-6, pp. 423-442.
  10. M.S. Hossain, R. Angryk, Algorithm for Defuzzification of Multi-Valued Taxonomic Attributes in Similarity-Based Fuzzy Relational Databases, O. Castillo, P. Melin, O.M. Ross, R.S. Cruz, W. Pedrycz, J. Kacprzyk (Eds.), Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, Series: Advances in Soft Computing (ASC), Vol. 42, Springer-Verlag, 2007, XXI, 895 p., ISBN: 3-540-72433-9, pp. 23-35.
  11. R. Angryk, F. Petry, Attribute-Oriented Fuzzy Generalization in Proximity- and Similarity-based Relational Database Systems, International Journal of Intelligent Systems, Vol. 22 (7), Wiley, July 2007, ISSN: 0884-8173, pp. 763-779. [pdf]
  12. R. Angryk, J. Dolan, F. Petry, Development of ontologies by the lowest common abstraction of terms using fuzzy hypernym chains, in: Zongmin Ma (Ed.), Soft Computing in Ontologies and Semantic Web, Series: Studies in Fuzziness and Soft Computing series, Vol. 204, Springer-Verlag, 2006, , XI, 274 p. 78 illus., Hardcover, ISBN: 3-540-33472-6, pp. 123-148.
  13. R. Angryk, F. Petry, Discovery of Abstract Knowledge from Non-Atomic Attribute Values in Fuzzy Relational Databases, in: B. Bouchon-Meunier, G. Coletti, R. Yager (Eds.), Modern Information Processing, From Theory to Applications, Elsevier, 2006, X, 480 p., Hardcover, ISBN: 0-444-52075-9, pp. 171-182. [pdf]
  14. R. Angryk, On Interpretation of Non-Atomic Values and Induction of Decision Rules in Fuzzy Relational Databases, L. Rutkowski, R. Tadeusiewicz, L.A. Zadeh, J. Zurada (Eds.), Artificial Intelligence and Soft Computing, Series: Lecture Notes in Artificial Intelligence (LNAI), Vol. 4029, Springer-Verlag, 2006, XXI, 1235 p., ISBN: 3-540-35748-3, pp. 170-181.
  15. R. Angryk, F. Petry, Knowledge discovery in Fuzzy Databases Using Attribute-Oriented Induction, in: T.Y. Lin, S. Ohsuga, C.J. Liau, X. Hu (Eds.), Foundations and Novel Approaches in Data Mining, Series: Studies in Computational Intelligence, Vol. 9, Springer-Verlag, 2006, X, 376 p. 60 illus., Hardcover, ISBN: 3-540-28315-3, pp. 169-196. [pdf]
  16. W. Olejniczak, R. Angryk, M.R. Hoffmann, M. Bandosz, An Outline of e-Economy [in Polish] in: E. Kolbusz, W. Olejniczak, Z. Szyjewski (Eds.), Engineering of Information Systems in e-Economy, Warsaw, PWE, Warsaw, Poland, 2005, ISBN: 83-208-1562-2, pp. 15-45.

  17. W. Olejniczak. R. Angryk, M. Gibutowski, M.R. Hoffmann, Design New Generation of Information System [in Polish] in: E. Kolbusz, W. Olejniczak, Z. Szyjewski (Eds.), Engineering of Information Systems in e-Economy, Warsaw, PWE, Warsaw, Poland, 2005, ISBN: 83-208-1562-2, pp. 166-199.

  18. R. Angryk, R. Ladner, F. Petry, Generalization Data Mining of Fuzzy Object-Oriented Databases, in: Zongmin Ma (Ed.), Advances in Fuzzy Object-Oriented Databases: Modeling and Applications, Idea Group Publishing, Hershey, Pennsylvania, USA, 2004, ISBN: 1-59140-384-7, pp. 85-112. [pdf]

  19. F. Petry, M. Cobb, D. Ali, R. Angryk, M. Paprzycki, S. Rahimi, L. Wen, H. Yang, Fuzzy Spatial Relationships and Mobile Agent Technology in Geospatial Information Systems, in: P. Matsakis & L.M. Sztandera (Eds.), Soft Computing in Defining Spatial Relations, volume in series: Soft Computing, Physica-Verlag, 2002, pp. 123-155. [pdf]

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REFEREED CONFERENCE & WORKSHOP PAPERS

  1. K. Ganesan Pillai, R.A. Angryk, J.M. Banda, M.A. Schuh, T. Wylie, Spatio-temporal Co-occurrence Pattern Mining in Data Sets with Evolving Regions, Proceedings of the 12th IEEE International Conference on Data Mining Workshops (ICDMW-IEEE 12), Workshop on Spatial and Spatio-Temporal Data Mining (SSTDM), Brussels, Belgium, December 2012, pp. 805-812.
  2. M. Schuh, R. Angryk, J. Sheppard, Evolving Kernel Functions with Particle Swarms and Genetic Programming, Proceedings of the 25th International FLAIRS Conference (FLAIRS 12), Marco Island, Florida, May 2012, pp. 80-85.
  3. J. Banda, R. Angryk, P. Martens, Quantitative Comparison of Linear and Non-linear Dimensionality Reduction Techniques for Solar Image Archives, Proceedings of the 25th International FLAIRS Conference (FLAIRS 12), Marco Island, Florida, May 2012, pp. 376-381.
  4. D. Galarus, R. Angryk, J. Sheppard, Automated Weather Sensor Quality Control, Proceedings of the 25th International FLAIRS Conference (FLAIRS 12), Marco Island, Florida, May 2012, pp. 388-393.
  5. B. Wall, R. Angryk, Minimal Data Sets vs. Synchronized Data Copies in a Schema and Data Versioning System, Proceedings of the 20th ACM Conference on Information and Knowledge Management (ACM-CIKM 11), 4th Workshop for Ph.D. Students in Information and Knowledge Management (PIKM 11) , Glasgow, United Kingdom, October 2011, pp. 67-74.
  6. M. Schuh, J. Sheppard, S. Strasser, R. Angryk, C. Izurieta, Ontology-Guided Knowledge Discovery of Event Sequences in Maintenance Data, Proceedings of the IEEE Aerospace and Electronic Systems Society and Instrumentation and Measurement Society 2011 (IEEE-AUTOTESTCON 11), Baltimore, Maryland, September 2011, pp. 279-285. Best Student Paper Award Winner.
  7. J.M. Banda, R.A. Angryk, P. Martens, On the Surprisingly Accurate Transfer of Image Parameters between Medical and Solar Images, Proceedings of the 18th IEEE International Conference on Image Processing (ICIP-IEEE 11), Brussels, Belgium, September 2011, pp. 3730-3733.
  8. S. Strasser, J. Sheppard, M. Schuh, R. Angryk, C. Izurieta, Graph-Based Ontology-Guided Data Mining for D-Matrix Model Maturation, Proceedings of the IEEE Aerospace Conference (IEEE-AS 11), Big Sky, Montana, March 2011, pp. 1-12.
  9. A Roy, C. Sarkar, R. Angryk, Using Taxonomies to Perform Aggregated Querying over Imprecise Data, Proceedings of the 10th IEEE International Conference on Data Mining Workshops (ICDMW-IEEE 10), Workshop on Domain Driven Data Mining, Sydney, Australia, December 2010, pp. 989-996.
  10. J. M. Banda, R. A. Angryk, Selection of Image Parameters as the First Step Towards Creating a CBIR System for the Solar Dynamics Observatory, Proceedings of the 12th International Conference on Digital Image Computing: Techniques and Applications (DICTA 10), Sydney, Australia, December 2010, pp. 528-534.
  11. J. M. Banda, R. Angryk, Usage of Dissimilarity Measures and Multidimensional Scaling for Large Scale Solar Data Analysis, Proceedings of the 2nd NASA Conference on Intelligent Data Understanding (CIDU 10), Mountain View, California, October 2010, pp. 189-203.
  12. R. McAllister, R. Angryk, Evaluation of Abstraction-Based Data Models for Text via Supervised Learning Methods, Towards Natural Language Based Data/Text Mining and Summarization via Soft Approaches, Symposium at the SIAM SDM 2010 Conference, Columbus, Ohio, April 2010, pp. 55-63.
  13. J. M. Banda, R. Angryk, An Experimental Evaluation of Popular Image Parameters for Monochromatic Solar Image categorization, Proceedings of the 23rd International FLAIRS Conference (FLAIRS 10), Daytona Beach, Florida, May 2010, pp. 380-385.
  14. J. M. Banda, R. Angryk, On the Effectiveness of Fuzzy Clustering as a Data Discretization Technique for Large-scale Classification of Solar Images, Proceedings of the 18th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 09), Jeju Island, Korea, August 2009, pp. 2019-2024.
  15. M. Akbar, R. Angryk, Frequent Pattern-Growth Approach for Document Organization, Proceedings of 17th ACM Conference on Information and Knowledge Management (ACM-CIKM 08) , Int. Workshop on Ontologies and Information Systems for Semantic Web, Napa Valley, CA, USA, October 2008, pp. 77-82.
  16. R. Lamb, R. Angryk, P. Martens, An Example-based Image Retrieval System for the TRACE Repository, Proceedings of the 19th International Conference on Pattern Recognition (ICPR 08), Tampa, FL, USA, December 2008, pp. 1-4.
  17. M.S. Hossain, R. Angryk, GDClust: A Graph-Based Clustering Technique for Text Documents, Proceedings of the 7th IEEE International Conference on Data Mining (ICDM-IEEE 07), Workshop on Workshop on Mining Graphs and Complex Structures, Omaha, NE, USA, October 2007, to appear. [pdf]
  18. M.S. Hossain, M. Akbar, R. Angryk, Sense Based Organization of Descriptive Data, Proceedings of the IEEE International Conference on Systems, Man & Cybernetics (SMC-IEEE 07), Montreal, Canada, October 2007, to appear. [pdf]
  19. S. Wan, R. Angryk, Measuring Semantic Similarity Using WordNet-based Context Vectors, Proceedings of the IEEE International Conference on Systems, Man & Cybernetics (SMC-IEEE 07), Montreal, Canada, October 2007, to appear. [pdf]
  20. M.S. Hossain, R. Angryk, Heuristic Algorithm for Interpretation of Non-Atomic Categorical Attributes in Similarity-based Fuzzy Databases Scalability Evaluation, Proceedings of the NAFIPS 2007 Conference (NAFIPS 07), California, USA, June 2007, pp. 233-238. [pdf]
  21. D. Deb, R. Angryk, Effective and Efficient Distributed Document Clustering, Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining (CIDM-IEEE 07), Hawaii, USA, April 2007, pp. 376-383. [pdf]
  22. R. Angryk, Similarity-driven Defuzzification of Fuzzy Tuples for Entropy-based Data Classification Purposes, Proceeding of the 15th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 06), a part of 2006 (4th) IEEE World Congress on Computational Intelligence, Vancouver, Canada, July 2006, pp. 1490-1498. [pdf]
  23. J. Dolan, R. Angryk, Automated Generalization of Fuzzy Concept Hierarchies for Attribute-Oriented Induction Purposes, Proceeding of the 24th International Conference on Databases and Applications (DBA 2006), Innsbruck, Austria, February 2006, pp. 66-74. [pdf]
  24. D. Deb, M. Fuad, R. Angryk, On Distributed Hierarchical Clustering of Text Documents, Proceeding of the IASTED International Conference on Advances In Computer Science And Technology (ACST 2006), Puerto Vallarta, Mexico, January 2006, pp. 328-333. [pdf]
  25. B. Wall, N. Richter, R. Angryk, Creating Concept Hierarchies in an Information Retrieval System, Proceeding of the 5th IEEE International Conference on Data Mining (ICDM-IEEE 05), Workshop on Foundations of Semantic Oriented Data and Web Mining, Houston, TX, USA, November 2005, pp. 99-105. [pdf]
  26. R. Angryk, F. Petry, Mining Multi-Level Associations with Fuzzy Hierarchies, Proceeding of the 14th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 05), Reno, NV, USA, May 2005, pp. 785-790. [pdf]
  27. R. Angryk, F. Petry, Discovery of Abstract Knowledge from Fuzzy Relational Databases, Proceeding of the EUROFUSE Workshop on Data and Knowledge Engineering (EUROFUSE 04), Warsaw, Poland, September 2004, pp. 23-32.
  28. C. Barbu, R. Angryk, F. Petry, M. Simina, Information Filtering via Fuzzy Hierarchical Induction, Proceeding of the IEEE International Conference on Systems, Man & Cybernetics (SMC 04), Hague, Netherlands, October 2004, pp. 3576-3581. [pdf]

  29. R. Angryk, F. Petry, R. Ladner, Mining Generalized Knowledge from Imperfect Data, Proceeding of the 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 04), Perugia, Italy, July 2004. Extended version has been published as a book chapter: [pdf]

  30. R. Angryk, C. Barbu, Fuzzy Induction in Dynamic User Profiling for Information Filtering, Proceedings of the 19th National Conference on Artificial Intelligence and the 16th Conference on Innovative Applications of Artificial Intelligence (AAAI 04), San Jose, CA, July 2004, pp. 946-947. [pdf]

  31. R.A. Angryk, F.E. Petry, Data Mining Fuzzy Databases Using Attribute-Oriented Generalization, Proceeding of The Third IEEE International Conference on Data Mining (ICDM 03), Workshop on Foundations and New Direction in Data Mining, Melbourne, FL, USA, November 2003, pp. 8-15. Extended version has been published as a book chapter: [pdf]

  32. R.A. Angryk, F.E. Petry, Consistent fuzzy concept hierarchies for attribute generalization, Proceeding of the IASTED International Conference on Information and Knowledge Sharing (IKS 03), Scottsdale, AZ, USA, November 2003, pp. 158-163. [pdf]

  33. M. Paprzycki, M. Cobb, D. Ali, S. Rahimi, C. Bjursell, R. Angryk, F. Petry, Methodology for Spatial Data Integration Agents, Proceedings of the 27th Summer School Applications of Mathematics in Engineering and Economics (AMEE01), Heron Press, Sofia, 2002, pp. 653-664.

  34. R. Angryk, V. Galant, M. Gordon, M. Paprzycki, Travel Support System - an Agent Based Framework, Proceeding of the International Conference on Internet Computing (IC'02), Las Vegas, NV, USA, June 2002, pp. 719-725.

  35. S. Rahimi, R. Angryk, J. Bjursell, M. Paprzycki, D. Ali, M. Cobb, K. Kolodziei, Gibutowski M., Comparison of Mobile Agent Frameworks for Distributed Geospatial Data Integration, Proceeding of the 4th Agile Conference on Geographic Information Science, Brno, Czech Republic, April 2001, pp. 643-655.

  36. S. Rahimi, J. Bjursell, R. Angryk, M. Paprzycki, D. Ali, M. Cobb,An Evaluation of Mobile Agent Environments for Geospatial Knowledge Integration and Management System, Proceeding of PIONIER 2001, Poznan, Poland, April 2001, pp. 267-278.

  37. R. Angryk, K. Kolodziej, M. Paprzycki, M. Cobb, D. Ali, S. Rahimi, Development of A Travel Support System Based on Intelligent Agent Technology, Proceeding of PIONIER 2001, Poznan, Poland, April, 2001, pp. 243-255.

  38. R. Angryk, D. Ali, A. Piegat, Expert System For Credit Risk Estimation: Preliminary Analysis, Proceeding of the IC&IE and IEMS 2001 Joint Meeting, International Conference, CoCoa Beach, FL, USA, March 2001, pp. 867-872.

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