Books and book chapters
D. Connors and A. Mojsilovic, Workforce Analytics for the Enterprise: An IBM Approach. In Service Science Handbook, editors J. Sporer and P. Maglio. (To appear)
L. Balmelli and A. Mojsilovic, Wavelet domain features for texture description, classification and replicability analysis. In: Wavelets in Signal and Image Analysis: From Theory to Practice, editors A.A.Petrosian and F. Meyer, Kluwer Academic Publishers, 2001.
A. Mojsilovic, A. Neskovic, M. Popovic, A. Popovic, Computer-based myocardial tissue characterization using quantitative description of texture. In: Analysis and assessment of myocardial infarction, editors G. Drzwiecki and K. J. Li. New York: Springer-Verlag, 1997.
M. Popovic, A. Mojsilovic, Digital signal processing: Numerical exercises and simulations in Matlab, Belgrade, Nauka 1996.
Journal papers
V. Chenthamarakshan, K. Dey, J. Hu, A. Mojsilovic, W. Riddle, and V. Sindhwani, “Leveraging Social Networks for Corporate Staffing and Expert Recommendation”, IBM Systems Journal, Special Issue on Technology for Global Delivery of Services , August 2009. (To appear)
J. Hu, A. Mojsilovic, “High utility pattern mining: A method for discovery of high utility item sets”, Pattern Recognition, Volume 40, Issue 11, pp. 3317-3324, November 2007.
A. Mojsilovic, B. Ray, S. Takriti, and R. Lawrence, “A logistic regression framework for information technology outsourcing lifecycle management”, Computers & Operations Research, vol. 34, Issue 12, pp. 3609-3627, December 2007.
A. Mojsilovic, "A Computational Model for Color Naming and Describing Color Composition of Images", IEEE Trans. on Image Processing, vol. 14, no. 5, pp. 690-699, May 2005. pdf
A, Mojsilovic, and B. Rogowitz, "Semantic metric for image library exploration", IEEE Trans. on Multimedia, vol. 6, no. 6, pp 828-838, December 2004. pdf
J. Chen, T. N. Pappas, A. Mojsilovic, and B. E. Rogowitz, "Adaptive Perceptual Color-Texture Image Segmentation", IEEE Trans. on Image Processing, vol. 14. no. 10, pp. 1524-1536, October 2005. pdf
A. Mojsilovic, J. Gomes, and B. Rogowitz, "Semantic-friendly Indexing and Quering of Images Based on the Extraction of the Objective Semantic Cues", International Journal of Computer Vision, vol. 56, Jan-Feb. 2004. pdf
A. Mojsilovic, J. Gomes, B. Rogowitz, and T.Deisboeck, "Analysis, Reconstruction and Visualization of Malignant Brain Tumors:A Case Study in Data Synthesis", Analytical and Quantitative Cytology and Histology, Vol. 24, pp. 125-133, 2002. pdf
A. Mojsilovic, J. Hu, and E. Soljanin, “Extraction of perceptually important colors and similarity measurement for image matching retrieval and analysis”, IEEE Trans. on Image Processing, vol. 11 , no. 11 , pp.1238 - 1248, Nov. 2002. pdf
A. Mojsilovic, and E. Soljanin, "Color Quantization and Processing by Fibbonaci Lattices,"
IEEE Trans. on Image Processing, vol. 10, no. 11, November 2001. pdf
A. Mojsilovic, J. Kovacevic, J. Hu, R. J. Safranek, K. Ganapathy, "Matching and retrieval based on the vocabulary and grammar of color patterns", IEEE Trans. on Image Processing, vol. 9, no. 1, pp. 38-54, January 2000. pdf
A. Mojsilovic, J. Kovacevic, D. Kall, R. J. Safranek, K. Ganapathy, "Vocabulary and grammar of color patterns", IEEE Trans. on Image Processing, vol 9, no. 3, pp. 417-431, March 2000. pdf
A. Mojsilovic, D. Rackov, M. Popovic, "On the selection of an optimal wavelet basis for texture characterization", IEEE Trans. on Image Processing, vol. 9, no. 12, December 2000. pdf
A. Mojsilovic, M. Popovic, "Characterization of visually similar diffuse diseases from B-scan liver images using the nonseparable wavelet transform", IEEE Trans. on Medical Imaging, vol. 17, no. 4, August 1998. pdf
A. Mojsilovic, M. Popovic, A. Neskovic, A. Popovic, "Wavelet image extension for analysis and classification of infarcted myocardial tissue", IEEE Trans. Biomedical Engineering, vol. 44, no. 9, September 1997. pdf
A. Mojsilovic, M. Popovic, R. Babic, M. Ostojic, "Automatic segmentation of intravascular ultrasound images: A texture based approach", Annals of Biomedical Engineering, vol. 29, November 1997.
A. Mojsilovic, A. Neskovic, M. Popovic, J. Marinkovic, M. Bojic, A. Popovic, "Texture analysis and classification with the nonseparable wavelet transform", Circulation, August 1998.
A. Mojsilovic, M. Popovic, A. D. Popovic, A. Neskovic, V. Obradovic, "Computer ultrasonic tissue characterization", Cardiology, no. 4, pp. 261-267, 1994, (in Serbian).
Conference papers
V. Sindhwani, J. Hu, A. Mojsilovic, “Regularized Co-Clustering with Dual Supervision”, Neural Information Processing Systems Conference, NIPS 2008, Vancouver, Canada, December 2008.
J. Hu, M. Singh and A. Mojsilovic, "Categorization using Semi-Supervised Clustering", Int. Conference on Pattern recognition, ICPR 2008, Tampa, Florida, December 2008.
J. Hu, Y. Lu, A. Mojsilovic, M. Singh, and M. Squillante, "Next generation workforce management analytics for the globally integrated enterprise", INFORMS Annual Meeting, Washington, DC, October 2008.
J. Hu, M. Singh and A. Mojsilovic, "Using data mining for accurate resource and skill demand forecasting in services engagements", KDD 2008 Workshop on Data Mining for Business Applications, Las Vegas, August 2008.
J. Hu, Y. Lu, A. Mojsilovic, A. Radovanovic, and M. Squillante, "“Information Boosting” Methodologies for Multiple Data Sources in Workforce Management", Manufacturing & Service Operations Management, MSOM 2008, Adelphi, Maryland, June 2008.
J. Hu, T. Li, Y. Lu, A. Mojsilovic, M. A. Radovanovic, M. Squillante, and S. Takriti , "OnTheMark: An Integrated Workforce Management Solution", INFORMS Annual Meeting 2007, Seattle, Washington, November 2007 .
A. Mojsilovic, “Perceptual indexing of multivariate time-series”, IEEE Int. Conference on Acoustics, Speech, and Signal Processing, ICASSP 07, Honolulu, Hawaii, April 2007.
J. Hu, A. Mojsilovic, “Offering pattern mining using high yield partition trees”, IEEE Int. Conference on Acoustics, Speech, and Signal Processing, ICASSP 06, May 2006, Toulouse, France.
A. Mojsilovic, “A logistic regression model for small sample classification problems with hidden variables and non-linear relationships: An application in business analytics”, Proc. IEEE Int. Conference on Acoustics, Speech, and Signal Processing, ICASSP 2005, March 2005, Philadelphia, USA
J. Chen, T. Pappas, A. Mojsilovic, and B. Rogowitz, "Experimental determination of visual color and texture statistics for image segmentation", SPIE & IST Human Vision and Electronic Imaging, SPIE 2005, San Jose, CA 2005.
J. Chen, T. Pappas, A. Mojsilovic, and B. Rogowitz, "Perceptually-tuned multiscale color-texture segmentation", Proc. Int. Conf. Image Processing, ICIP 2004, Sinagapore, Sept. 2004. pdf
J. Chen, T. Pappas, A. Mojsilovic, and B. Rogowitz, "Image segmentation by spatially adaptive color and texture features", Proc. Int. Conf. Image Processing, ICIP 2003, Barcelona, Spain, Sept. 2003. pdf
A. Mojsilovic, “Color image semantics for digital libraries”, SPIE & IST Human Vision and Electronic Imaging 2003, Keynote, January 2003.
A. Mojsilovic, "A method for color naming and description of color composition in images", Proc. Int. Conf. Image Processing, ICIP 2002, Rochester, New York, Sept. 2002. pdf
A. Mojsilovic, and J. Gomes, "Semantic based categorization, browsing and retrieval in medical image databases", Proc. Int. Conf. Image Processing, ICIP 2002, Rochester, New York, Sept. 2002. pdf
J. Chen, T. Pappas, A. Mojsilovic, and B. Rogowitz, "Adaptive image segmentation based on color and texture", Proc. Int. Conf. Image Processing, ICIP 2002, Rochester, New York, Sept. 2002. pdf
J. Gomes, and A. Mojsilovic, "A variational approach to recovering a manifold from sample points", Proc. European Conf. Computer Vision, ECCV 2002, Copenhagen, May 2002. pdf
A. Mojsilovic, J. Gomes and B. Rogowitz, "ISee: Perceptual features for image library navigation", Proc. 2002 SPIE Human Vision and Electronic Imaging, San Jose, January 2002. [pdf
A. Mojsilovic, and B. Rogowitz, "Capturing image semantics with low-level descriptors", Proc. Int. Conference on Image Processing, ICIP 2001, Thessaloniki, Greece, September 2001. pdf
A.Mojsilovic and E. Soljanin, "Quantization of Color Spaces by Fibonacci Lattices," IEEE International Symposium on Information Technology, ISIT 2001, Washington, D.C., June 24-29, 2001.
A. Mojsilovic, and B. Rogowitz, "A Psychophysical approach to modeling image semantics", Proc. 2001SPIE Human Vision and Electronic Imaging, San Jose, January 2001.
A. Mojsilovic and J. Hu, "Optimal color composition matching of images", Proc. IEEE International Conference on Pattern Recognition, ICPR 2000, Barcelona, September 2000. pdf
A. Mojsilovic and J. Hu, "Extraction of perceptually important colors and similarity measurement for image matching", Proc. IEEE International Conference on Image Processing, ICIP 2000, Vancouver, September 2000. pdf
A. Mojsilovic and J. Hu, "A method for color content matching of images", Proc. IEEE International Conference on Multimedia, ICME 2000, New York, August 2000. pdf
A. Mojsilovic and E. Soljanin, "Color quantization and processing by Fibonacci lattices", Proc.2000 SPIE Human Vision and Electronic Imaging, San Jose, January 2000.
A. Mojsilovic, J. Hu, R. J. Safranek, "Perceptually based color texture features and metrics for image database retrieval", IEEE International Conference on Image Processing, ICIP'99, Kobe, Japan, October 24-28, 1999.
L. Balmelli, and A. Mojsilovic, "Wavelet domain features for texture description, classification and replicability analysis", IEEE International Conference on Image Processing , ICIP'99, Kobe, Japan, October 24-28, 1999. pdf
A. Mojsilovic, J. Kovacevic, J. Hu, R. J. Safranek, K. Ganapathy, "Matching and retrieval based on the vocabulary and grammar of color patterns", ICMS'99 IEEE International Conference on Multimedia Computing and Systems, Florence, June 1999.
A. Mojsilovic, J. Kovacevic, J. Hu, R. J. Safranek, K. Ganapathy ,"Retrieval of Color Patterns Based on Perceptual Dimensions of Texture and Human Similarity Rules", Proc. 1999 SPIE Human Vision and Electronic Imaging, vol. 3644, San Jose, January 1999.
A. Mojsilovic, D. Rackov, M. Popovic, "On the selection of an optimal wavelet basis for texture characterization", Proc. 1998 IEEE Int. Conf. Image Processing, Chicago, October 1998.
A. Mojsilovic, S. Markovic, M. Popovic, "Texture Analysis and Classification with the Nonseparable Wavelet Transform", Proc. 1997 IEEE Int. Conf. on Image Processing, vol. 3, pp. 182-185, Santa Barbara, October 1997.pdf
A. Mojsilovic, S. Markovic, M. Popovic, "Characterization of visually similar diffuse diseases from B-scan liver images with the nonseparable wavelet transform", Proc. 1997 IEEE Int. Conf. Image Processing, vol. 3, pp. 547-550, Santa Barbara, October 1997.
<li>A. Mojsilovic, M. Popovic, D. Sevic, "Classification of the ultrasound liver images with the 2Nx1-D wavelet transform", Proc. 1996 IEEE Int. Conf. on Image Processing, vol. 1, pp. 367-370, Lausanne, Switzerland, 16-19 Sept. 1996.
pdf
A. Mojsilovic, M. Popovic, A. Popovic, A. Neskovic and V. Obradovic, "Analysis and classification of myocardial tissue with the Wavelet image extension", Proc. 1995 IEEE Int. Conf. Image Processing, vol. II, pp. 504-507, Washington D.C., October 1995.
A. Mojsilovic, M. Popovic, "Construction of the neural network for classification of visually similar texture patterns", Proc. International Conference on Signal and Image Processing, SIP'95, pp. 131-134, Las Vegas, November 1995.
A. Mojsilovic, D. V. Tosic, M. Popovic, "The design of 2D hexagonal filters based on transformations: The symbolic approach", Proc. 1997 ECCTD European Conf. on Circuit Theory and Design, Budapest, August 1997.
D. V. Tosic, A. Mojsilovic, M. Popovic, "Symbolic approach to 2D biorthogonal diamond-shaped filter design", Proc. Int. Conf. on Microelectronics, MIEL’97, Nis, September 1997. pdf
A. Mojsilovic, J. Kovacevic, M. Popovic, "Transform based method for the design of hexagonal activation functions for the wavelet neural networks", [Proc. 4th Conf. NEUREL</i>], pp. 127-130, Belgrade, September 1997.
Patents
Retrieval and matching of color patterns based on a predetermined vocabulary and grammar, U.S. Patents No. 6732119, 6487554, 6411953.
Method of color quantization in color images, U.S. Patents No. US6678406, US6898308.
Method and apparatus for characterizing the replicability of a textural pattern, U.S. Patent No. US6594391.
Color naming, color categorization and describing color composition of images, U.S. Patent No. US7415153.
System and method for measuring image similarity based on semantic meaning, U.S. Patent No. US7043474.