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Articles in Refereed Journals

  1. Yeming Hu, Evangelos E. Milios, and James Blustein: ``Enhancing Document Clustering with Feature Supervision through Feature Reweighting”, accepted to Intelligent Data Analysis, IOS Press, 2012.

  2. Adetokunbo Makanju, A. Nur Zincir-Heywood, Evangelos E. Milios. ``A Lightweight Algorithm for Message Type Extraction in System Application Logs''. IEEE Transactions on Knowledge and Data Engineering (TKDE) Preprint 2011. (pdf) (bib)

  3. Yeming Hu, Evangelos Milios, James Blustein: ``A Unified Framework for Document Clustering with Dual Supervision'', ACM SIGAPP Applied Computing Review, Vol. 12, Issue 2. (pdf) (bib)

  4. Marek Lipczak, Evangelos Milios: ``Efficient Tag Recommendation for Real-life Data'', ACM Transactions on Intelligent Systems and Technology, Vol. 3(1), Oct. 2011. (pdf) (bib)

  5. Hongyu Liu, Evangelos Milios: ``Probabilistic Models for Focused Web Crawling'', Computational Intelligence, Vol. 28(3), pp. 289-328, Aug. 2012

  6. Yongzheng Zhang, E. Milios, N. Zincir-Heywood: ``Topic-Based Web Site Summarization'', International Journal of Web Information Systems, Vol. 6, Issue 4, 2010, pp. 266-303

  7. Adetokunbo Makanju, A. Nur Zincir-Heywood, Evangelos E. Milios: ``Robust Learning Intrusion Detection for Attacks on Wireless Networks'', Intelligent Data Analysis: An International Journal (IDA), Vol. 15 No. 5: pp 801-823. 2011 (pdf) (bib)

  8. Ralitsa Angelova, Marek Lipczak, Evangelos Milios and Pawel Pralat: ``Investigating the properties of a social bookmarking and tagging network'', International Journal of Data Warehousing and Mining, Vol. 8, No. 1, pp. 1-19, 2010.

  9. Sotiris Batsakis, Euripides G.M. Petrakis, Evangelos Milios: ``Improving the Performance of Focused Web Crawlers'', Data and Knowledge Engineering, Vol. 68, No. 10, October 2009, pp. 1001-1013. (pdf) (bib)

  10. B. Kapralos, M. R. Jenkin, and E. Milios: ``Sonel Mapping: A Probabilistic Acoustical Modeling Method'', Building Acoustics, Vol. 15(4):289-313, 2008. (pdf) (bib)

  11. B. Kapralos, M. R. Jenkin, and E. Milios: ``Virtual Audio Systems'', PRESENCE: Teleoperators and Virtual Environments, MIT Press Vol. 17, No. 6, pp. 527-549, December 2008. (pdf) (bib)

  12. Evdoxios Baratis, Euripides G.M. Petrakis, Evangelos Milios: ``Automatic Web Site Summarization by Image Content: A Case Study with Logo and Trademark Images'', IEEE Transactions on Knowledge and Data Engineering, Vol. 20, No. 7, September 2008, pp. 1195-1204. (pdf) (bib)

  13. Yongzheng Zhang, Evangelos Milios, Nur Zincir-Heywood: ``A Comparative Study on Key Phrase Extraction Methods in Automatic Web Site Summarization'', Journal of Digital Information Management, Vol. 5(5), Oct. 2007, pp. 323-332. (pdf) (bib)

  14. Gregory Dudek, Philippe Giguere, Chris Prahacs, Shane Saunderson, Junaed Sattar, Luz-Abril Torres-Mendez, Michael Jenkin, Andrew German, Andrew Hogue, Arlene Ripsman, Jim Zacher, Evangelos Milios, Hui Liu, Pifu Zhang, Martin Buehler, Christina Georgiades, ``AQUA: An amphibious auotonomous robot'', IEEE Computer, pp. 46-53, January 2007.

  15. Angelos Hliaoutakis, Giannis Varelas, Epimenidis Voutsakis, Euripides G. M. Petrakis, Evangelos Milios: ``Information Retrieval by Semantic Similarity'', Int'l Journal on Semantic Web and Information Systems, 2(3), pp. 55-73, July-September 2006 (pdf) (bib)

  16. Hongyu Liu, Jeannette Janssen, Evangelos Milios: ``Using HMM to Learn User Browsing Patterns for Focused Web Crawling'', Data and Knowledge Engineering, Volume 59, Issue 2, November 2006, Pages 270-291. (pdf) (bib)

  17. H. Liu, E. Milios: ``Acoustic Positioning Using Multiple Microphone Arrays'', Journal of the Acoustical Society of America, Volume 117, Issue 5, pp. 2772-2782 May 2005. (pdf) (bib)

  18. Wangzhong Lu, J. Janssen, E. Milios, N. Japkowicz, Yongzheng Zhang, ``Node similarity in the citation graph'', Knowledge and Information Systems, May 2006, Pages 1 - 25, DOI 10.1007/s10115-006-0023-9, (pdf) (bib)

  19. Syed Sibte Raza Abidi, Michael Kershaw, and Evangelos Milios: ``Augmenting GEM-encoded clinical practice guidelines with relevant best evidence autonomously retrieved from MEDLINE'', Health Informatics Journal 2005 11(2): 95-110 The article was also presented at the 9th International Symposium on Health Information Management Research (iSHIMR2004), Sheffield, 15-17 June 2004. Sheffield University Press (ISBN 0 903522 39 X), pp. 111-126. Second-best paper award. (pdf) (bib)

  20. Z. Shi, E. Milios, N. Zincir-Heywood: ``Post-supervised Template Induction for Information Extraction from Lists and Tables in Dynamic Web Sources'', Journal of Intelligent Information Systems: Integrating Artificial Intelligence and Database Technologies, Kluwer, 22:4, 1-25, 2005. (pdf) (bib)

  21. Y. Zhang, N. Zincir-Heywood, E. Milios: ``World Wide Web Site Summarization", Web Intelligence and Agent Systems: An International Journal (The Web Intelligence Consortium), 2(1), pages 39-53, 2004. (pdf) (bib)

  22. Y. An, J. Janssen, E. Milios: ``Characterizing and Mining the Citation Graph of Computer Science'', Knowledge and Information Systems, Volume 6, Number 6 (November 2004), pp. 664-678. (pdf) (bib)

  23. B. Kapralos, M. Jenkin, E. Milios: `` Audio-visual localization of multiple speakers in a video teleconferencing setting'', International Journal of Imaging Systems and Technology, special issue on Facial Image Processing, Analysis and Synthesis, Vol. 13(1), pp. 95-105, June 2003. (pdf) (bib)

  24. F. Lu, E. Milios, S. Stergiopoulos and A. Dhanantwari: ``New towed array shape-estimation scheme for real time sonar systems'', IEEE Journal of Oceanic Engineering, Vol: 28 Issue 3, July 2003, pp. 552-563. (pdf) (bib)

  25. G. Reid, E. Milios: ``Active Stereo Sound Localization'', Journal of the Acoustical Society of America, Volume 113, Issue 1, January 2003 pp. 185-193. (pdf) (bib)

  26. E. Petrakis, A. Diplaros, E. Milios: ``Matching and Retrieval of Distorted and Occluded Shapes Using Dynamic Programming'', IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol. 24, No. 11, November 2002, pp. 1501-1516. (pdf) (bib)

  27. E. Milios, B. Kapralos, A. Kopinska, S.S. Stergiopoulos: ``Sonification of Range Information for 3D Space Perception'', IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 11, No. 4, Dec. 2003, pp. 416-421. (pdf) (bib)

  28. R. Herpers, Derpanis, K., MacLean, W. J., Verghese, G., Jenkin, M., Milios, E., Jepson, A., and Tsotsos, J. K., SAVI: an actively controlled teleconferencing system, Image and Vision Computing, 19: 793-804, 2001. (pdf) (bib)

  29. X. Deng, E. Milios, A. Mirzaian: ``Robot Map Verification of a Graph World'', Journal of Combinatorial Optimization, 5 (4):383-395, December 2001, Kluwer Academic Publishers. (pdf) (bib)

  30. I. Rekleitis, G. Dudek, E. Milios: ``Multi-Robot Collaboration for Robust Exploration'', Annals of Mathematics and Artificial Intelligence, Special Issue on: Mathematical Aspects of Ant-Robotic Multi-Agent Systems, volume 31, number 1-4, pp. 7-40, 2001. (pdf) (bib)

  31. E. Milios, E. Petrakis: ``Shape Retrieval Based on Dynamic Programming'', IEEE Transactions on Image Processing, Special Issue on Image and Video Processing for Digital Libraries, January 2000, Vol. 9(1), pp. 141-147. (ps.gz) (bib)

  32. Tsotsos, J.K., Verghese, G., Dickinson, S., Jenkin, M., Jepson, A., Milios, E., Nuflo, F., Stevenson, S., Black, M., Metaxas, D., Culhane, S., Ye, Y., Mann, R., ``PLAYBOT: A visually-guided robot to assist physically disabled children in play'', Image & Vision Computing, Special Issue on Vision for the Disabled, Vol. 16: 275-292, 1998. (bib)

  33. S. B. Nickerson, P. Jasiobedzki, D. Wilkes, M. Jenkin, E. Milios, J. Tsotsos, A. Jepson and O. N. Bains, "The ARK project: Autonomous mobile robots for known industrial environments", Robotics and Autonomous Systems, Vol. 23, Nos. 1-2, October 1998, 83-104. (pdf) (bib)

  34. F. Lu, E. Milios: ``Globally Consistent Range Scan Alignment for Environment Mapping'', Autonomous Robots, vol. 4, No. 4, pp. 333-349, 1997. (pdf) (bib)

  35. Feng Lu, E. Milios: ``Robot Pose Estimation in Unknown Environments by matching 2D Range Scans'', Journal of Intelligent and Robotic Systems, vol. 18, pp. 249-275, 1997. (pdf) (bib)

  36. Dudek, G., Jenkin, M., Milios, E., and Wilkes, D., ``Map Validation and Robot Self-Location in a Graph-Like World'', Robotics and Autonomous Systems, Vol. 22(2), November 1997, pp. 159-178. (pdf) (bib)
  37. Dudek, G., Jenkin, M., Milios, E., and Wilkes, D., ``A Taxonomy for Multiagent Robotics'', Autonomous Robots, Vol 3, 375-397, 1996. (pdf) (bib)

  38. X. Deng, E. Milios, A. Mirzaian ``Landmark selection strategies for path execution'', Robotics and Autonomous Systems, 17 (1996) pp. 171-185. (pdf) (bib)

  39. Feng Lu, E. Milios: ``Optimal Spline Fitting to Planar Shape'', Signal Processing, Elsevier Science Publishers, Vol. 37 (1994), 129-140. (pdf) (bib)

  40. J. Cooperstock and E. Milios. ``Self-supervised learning for docking and target reaching. Journal of Robotics and Autonomous Systems, Vol. 11, 1993, pp. 243-260.

  41. E. Milios, M. Jenkin, J. Tsotsos: ``Design and Performance of TRISH, a Binocular Robot Head with Torsional Eye Movements'', International Journal of Pattern Recognition and Artificial Intelligence, special issue on ``Active Robot Vision: Camera Heads, Model Based Navigation and Reactive Control'', Volume 7, Number 1, February 1993, pp. 51-68.

  42. I. Pitas, E. Milios, A. Venetsanopoulos: ``Minimum Entropy Approach to Rule Learning from Examples'', IEEE Transactions on Systems, Man and Cybernetics, Vol. 22(4), July-August 1992, pp. 621-635.

  43. D. Metaxas, E. Milios: ``Reconstruction of a color image from sparse, noisy, and nonuniform data'', Computer Vision, Graphics, and Image Processing (Graphical Models and Image Processing), vol. 54, No. 2, March 1992, pp. 103-111.

  44. G. Dudek, M. Jenkin, E. Milios, D. Wilkes: ``Robotic Exploration as Graph Construction'', IEEE Transactions on Robotics and Automation, Vol. 7, No. 6, December 1991, pp. 859-865. (pdf) (bib)

  45. E. Milios, H. Nawab: ``Acoustic tracking from CPA time, power, and frequency at spatially distributed sensors'', Journal of the Acoustical Society of America, February 1990, pp. 1026-1034.

  46. E. Milios: ``Shape Matching using Curvature Processes'', Computer Vision, Graphics, and Image Processing, Vol. 47 (2), August 1989, pp. 203-226. Also reprinted in AUTOMATIC OBJECT RECOGNITION, edited by Hatem Nasr, published by SPIE, The International Society for Optical Engineering, 1992. (pdf) (bib)

  47. R. Lee, E. Milios, R. Greiner, J. Rossiter, and A. Venetsanopoulos: ``On the machine analysis of radar signals for ice profiling'', Signal Processing, Elsevier Science Publishers, Vol. 18, No. 4, December 1989, pp. 371-386.

  48. E. Milios, H. Nawab: ``Signal Abstractions in Signal Processing Software'', IEEE Transactions on Acoustics, Speech and Signal Processing, Vol. 37, No. 6, June 1989, pp. 913-928.

  49. H. Nawab, V. Lesser, E. Milios: ``Diagnosis using the formal theory of a signal-processing system'', IEEE Transactions on Systems, Man and Cybernetics, special issue on Diagnostic Reasoning, Vol. 17, No. 3, May/June 1987, pp. 369-379.

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Evangelos Milios 2013-01-13