Bill Buckles

Previous Scheduled Teaching

Published Intellectual Contributions

Book

• Buckles, B., Petry, F.E. (1992). Genetic Algorithms: Introduction and Applications. Los Alamitos, CA, IEEE Computer Society Press.

Conference Proceeding

• Wang, H., Li, Y., Buckles, B. (2021). A Variety of Deep Learning Models to Classify Disaster Scene Videos. Proceedings of the International Conference on Science, Innovation and Management (ICSIM).
• Li, Y., Wang, H., Buckles, B. (2020). Integrating Multiple Deep Learning Models to Classify Disaster Scene Videos. IEEE High Performance Extreme Computing Conference (HPEC).
• Li, Y., Wang, H., Buckles, B. (2019). Traffic Congestion Assessment Based on Street Level Data for On-Edge Deployment. Proceedings of the 4th ACM/IEEE Symposium on Edge Computing. https://dl.acm.org/doi/abs/10.1145/3318216.3363368
• Li, Y., Buckles, B.P. (2019). Traffic congestion assessment based on street level data for on-edge deployment. 289-291. SPIE.
• Islam, A., Alamari, A., Buckles, B.P. (2019). Skin detection in image and video founded in clustering and region growing. Other. 4.
• Pang, J., Tian, C., Huang, Y., Buckles, B., Mirzaei, A. (2017). Atvis: A New Transit Visualization System. Advances in Geocomputation. 85–96. Springer, Cham.
• Ahmed, J., Duraisamy, P., Buckles, B. (2017). Movie success prediction using data mining. 19th-Century Music. New Delhi,
• Singh, R., Kandalan, R., Namuduri, K., Buckles, B. (2017). Effect of mobility on convergence rate of a wireless sensor network. Baltimore,
• Kandalan, R.N., Singh, R., Namuduri, K., Varanasi, M.R., Buckles, B. (2017). Impact of mobility on convergence rate in a wireless sensor network. 2017 51st Annual Conference on Information Sciences and Systems (CISS). IEEE. http://dx.doi.org/10.1109/ciss.2017.7926150
• Namuduri, K., Varanasi, M.R., Buckles, B. (2015). "A Link Between Consensus Building and Low Density Parity Check Decoding" CISS, Johns Hopkins University.
• Namuduri, K., Varanasi, M.R., Buckles, B. (2015). A link between consensus building and Low Density Parity Check decoding. 2015 49th Annual Conference on Information Sciences and Systems (CISS). IEEE. http://dx.doi.org/10.1109/ciss.2015.7086871
• Cheng, G., Wan, Y., Buckles, B., Huang, Y. (2014). An introduction to Markov logic networks and application in video activity analysis. Computing, Communication and Networking Technologies (ICCCNT), 2014 International Conference on. 1–7.
• Cheng, G., Huang, Y., Mirzaei, A., Buckles, B., Yang, H. (2014). Video-based automatic transit vehicle ingress/egress counting using trajectory clustering. Intelligent Vehicles Symposium Proceedings, 2014 IEEE. 827–832.
• Buckles, B., Feng, W., Gao, J., Huang, Y. (2010). A Parallel, Hierarchical Scene Classification Framework. IASTED Intern. Conf. on Signal and Image Processing.
• Buckles, B., Tang, S., Dong, P. Comparison of two Classification Methods for Feature Extraction. Intern. Conf. on Image Processing, Computer Vision, and Pattern Recognition.
• Buckles, B., Feng, W., Gao, J. (2010). Probabilistic-based Graphical Models and their Applications in Image Understanding. Intern. Conf. on Computers, Communications, and Network Technology.
• Belkhouche, M.Y., Buckles, B., Yuan, X., Steinberg, L. (2008). A Preprocessing Method for Automatic Break Lines Detection. IGARSS 2008-2008 IEEE International Geoscience and Remote Sensing Symposium. 2 II--253.
• Yuan, X., Hu, L., Buckles, B., Steinberg, L., Sarma, V. (2008). An adaptive method for the construction of digital terrain model from Lidar data. Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International. 2 II--828.
• Buckles, B., Steinberg, L., Yuan, X., Liu, X., Hu, L., Belkhouche, Y. (2008). Analysis, modeling, and rendering of urban flood events. Proceedings of the 2008 international conference on Digital government research. 431--432.
• Giritharan, B., Yuan, X., Liu, J., Buckles, B., Oh, J., Tang, S.J. (2008). Bleeding detection from capsule endoscopy videos. Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE. 4780--4783.
• Liu, J., Yuan, X., Buckles, B. (2008). Breast cancer diagnosis using level-set statistics and support vector machines. Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE. 3044--3047.
• Yuan, X., Buckles, B. (2007). A wavelet-based noise-aware method for fusing noisy imagery. Image Processing, 2007. ICIP 2007. IEEE International Conference on. 6 VI--385.
• Xiaohui, Y., Zhaoshan, Y., Buckles, B. (2004). A computational vision approach to improve fusion performance. SPIE. 4875 505--512.
• Zhang, J., Yuan, X., Buckles, B. (2004). Multimodal Function Optimization Using Local Ruggedness Information.. FLAIRS Conference. 380--386.
• Yuan, X., Buckles, B. (2004). Subband noise estimation for adaptive wavelet shrinkage. Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on. 4 885--888.
• Zhang, J., Yuan, X., Buckles, B. (2004). Subspace FDC for sharing distance estimation. Evolutionary Computation, 2004. CEC2004. Congress on. 2 1735--1742.
• Yuan, X., Zhang, J., Buckles, B. (2003). Fusing multiple images with evidential reasoning. Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications 2003. 5099 58--65.
• Yuan, X., Yuan, X., Yang, F., Peng, J., Buckles, B. (2003). Gene Expression Classification: Decision Trees vs. SVMs.. FLAIRS conference. 2003 92--97.
• Yuan, X., Zhang, J., Buckles, B. (2003). Hybrid fusion approach based on fuzzy feature and evidential reasoning. Fuzzy Systems, 2003. FUZZ'03. The 12th IEEE International Conference on. 2 961--965.
• Yuan, X., Zhang, J., Yuan, X., Buckles, B. (2003). Low Level Fusion of Imagery Based on Dempster-Shafer Theory.. FLAIRS Conference. 475--480.
• Zhang, J., Yuan, X., Buckles, B. (2003). Population sizing based on landscape feature. Genetic and Evolutionary Computation Conference. 1624--1625.
• Zhang, J., Yuan, X., Buckles, B. (2003). Sample Complexity of Real-Coded Evolutionary Algorithms.. FLAIRS Conference. 239--244.
• Zhang, J., Yuan, X., Buckles, B. (2002). An evolution strategies based approach to image registration. Proceedings of the 4th Annual Conference on Genetic and Evolutionary Computation. 1249--1256.
• Yuan, X., Yuan, Z., Buckles, B. (2002). Computational vision approach to improve fusion performance. Second International Conference on Image and Graphics. 4875 505--513.
• Yuan, X., Zhang, J., Buckles, B., Yuan, Z. (2002). Feature-based approach for image correspondence estimation. Second International Conference on Image and Graphics. 4875 663--671.
• Yuan, X., Buckles, B., Yuan, Z., Zhang, J. (2002). Mining negative association rules. Computers and Communications, 2002. Proceedings. ISCC 2002. Seventh International Symposium on. 623--628.

Journal Article

• Kandalan, R.N., Varanasi, M., Buckles, B.P., Namuduri, K. (2020). Impact of Leadership and Mobility on Consensus-Building in Sensor Networks. Sensors. 20 (4) 1081.
• Cheng, G., Huang, Y., Wan, Y., Buckles, B. (2015). Exploring temporal structure of trajectory components for action recognition. International Journal of Intelligent Systems. 30 (2) 99–119.
• Wan, Y., Huang, Y., Buckles, B. (2014). Camera calibration and vehicle tracking: Highway traffic video analytics. Transportation Research Part C: Emerging Technologies. 44 202–213. Pergamon.
• Tang, S., Dong, P., Buckles, B. A new method for extracting trees and buildings from sparse LiDAR data in urban areas. Other. 3 (3) 211-219. London, Taylor & Francis.
• Belkhouche, M., Buckles, B. Iterative TIN-Based Automatic Filtering of Sparse LiDAR Data. Other. 2 (3) 231-240. London, Taylor & Francis.
• Yuan, X., Zhang, J., Buckles, B. (2010). A multiresolution method for tagline detection and indexing. IEEE Transactions on Information Technology in Biomedicine. 14 (2) 507--513. IEEE.
• Yuan, X., Zhang, J., Buckles, B. (2009). A Multi-resolution Method for Tagline Detection and Indexing. IEEE Transactions on Information Technology in Biomedicine.
• Belkhouche, M.Y., Buckles, B., Yuan, X., Steinberg, L. (2008). A Preprocessing Method for Automatic Break lines Detection. II-253–II-256. IEEE International Geoscience & Remote Sensing Symposium, Boston.
• Yuan, X., Hu, L., Buckles, B., Steinberg, L., Sharma, V. (2008). An Adaptive Method for the Construction of Digital Terrain Models from LiDAR Data. II-828–II-830. IEEE International Geo¬science & Remote Sensing Symposium, Boston.
• Buckles, B., Steinberg, L., Yuan, X., Liu, X., Hu, L., Mohammed, Y., Cromwell, B. (2008). Analysis, Modeling, and Rendering of Urban Flood Events. Annual Intern. Conference on Digital Government Research, Montreal Canada.
• Giritharan, B., Yuan, X., Liu, J., Buckles, B., Oh, J., Tang, S.J. (2008). Bleeding detection from capsule endoscopy videos. 4780-4783. IEEE Intern. Conf. on Engineering in Medicine and Biology,Vancouver.
• Liu, J., Yuan, X., Buckles, B. (2008). Breast Cancer diagnosis using level-set statistics and support vector machines. 3034–3047. IEEE Intern. Conf. on Engineering in Medicine and Biology, Vancouver.
• Shen, Y., Guturu, P., Damarla, T.R., Buckles, B. (2008). Particle filter based object tracking with discriminative feature extraction and fusion. 246–256. Intern. Symp. on Visual Computing , Las Vegas.
• Yuan, X., Buckles, B. (2007). A Wavelet-based Noise-aware Method for Fusing Noisy Imagery. 4 885–888. Proc. IEEE Intern. Conf. on Image Processing, San Antonio, TX.
• Prabhu, D., Buckles, B., Petry, F.E. (2006). A SIMD Environment for Genetic Algorithms with Interconnected Subpopulations. Other.
• Zhang, K., Fan, W., Buckles, B., Yuan, X., Xu, Z. (2006). Discovering Unrevealed Properties of Probability Estimation Trees: On Algorithm Selection and Performance Explanation. 741-752. Proc. IEEE Intern. Conf. on Data Mining (ICDM), Hong Kong.
• Zhang, P., Peng, J., Buckles, B. (2006). Learning optimal filter representation for texture classification. 1138–1141. IEEE Intern. Conf. on Pattern Recognition.
• Zhang, J., Yuan, X., Buckles, B. (2005). Function Granularity Estimation for Multimodal Optimization. International Journal on Artificial Intelligence Tools. 14 (1-2) 199-213.
• Zhang, J., Yuan, X., Buckles, B. (2005). Function granularity estimation for multimodal optimization. International Journal on Artificial Intelligence Tools. 14 (01n02) 199--213. World Scientific Publishing Company.
• Yuan, X., Zhang, J., Yuan, X., Buckles, B. (2005). Multi-scale feature identification using evolution strategies. Other. 23 (6) 555--563. Elsevier.
• Yuan, X., Zhang, J., Buckles, B. (2005). Multi-scale Feature Identification Using Evolutionary Strategies. Image and Vision Computing Journal. 23 (6) 555-563.
• Xing, C., Buckles, B. (2005). On the Size of the Search Space of Join Optimization. Journal of Computing Sciences in Colleges. 20 (6) 136-142.
• Yuan, X., Zhang, J., Buckles, B. (2004). Evolution Strategies Based Image Registration via Feature Matching. International Journal on Information Fusion. 5 (4) 269–282.
• Yuan, X., Zhang, J., Buckles, B. (2004). Evolution strategies based image registration via feature matching. Information Fusion. 5 (4) 269--282. Elsevier.
• Yuan, X., Yuan, X., Buckles, B., Zhang, J. (2003). A comparison study of decision tree and SVM to classify gene sequence. Other.
• Hernández-Aguirre, A., Koutsougeras , C., Buckles, B. (2002). Sample Complexity for Function Learning Tasks Through Linear Neural Networks. International Journal on Artificial Intelligence Tools. 11 (4) 499-512.
• Pindea, I., Gokcen, I., Buckles, B. (2002). Sample Complexity for Function Learning Tasks Through Linear Neural Networks. International Journal on Artificial Intelligence Tools. 11 (4) 499–512.
• Prabhu, D., Buckles, B., Petry, F.E. (2002). Image Feature Set for Correspondence Mappings. International Journal of Higher Performance Computing Applications. 16 (3) 273-284.
• Pindea, I., Gokcen, I., Buckles, B. (2002). Image Feature Set for Correspondence Mappings. International Journal of Higher Performance Computing Applications. 16 (3) 273–284.
• Buckley, J.P., Buckles, B., Petry, F.E. (2000). Uncertainty in a Nested Relational Database Model. International Journal of Soft Computing. 4 (4) 195-205.
• Buckley, J.P., Buckles, B., Petry, F.E. (2000). Genetic Algorithms for Scene Interpretation from Proto¬typical Semantic Description. International Journal of Intelligent Systems. 15 (10) 901–918.
• Yazici, A., Buckles, B., Petry, F.E. (1999). Handling Complex and Uncertain Information in the ExIFO and NF2 Data Models. IEEE Transactions on Fuzzy Systems. 7 (12) 259–276.
• Yazici, A., Soysal, A., Buckles, B., Petry, F.E. (1999). Processing Structured Textual Data with Uncertainty using a Fuzzy Matching Approach. Data & Knowledge Engineering. 30 (3) 275-301.
• Hernández-Aguirre, A., Buckles, B. (1998). Estrategias Evolutivas: La Versi´on Alemana del Algo¬ritmo Gen´etico, Parte 2. Soluciones Avanzadas. 6 (64) 47-53.
• Hernández-Aguirre, A., Buckles, B. (1998). Estrategias Evolutivas: La Versi´on Alemana del Algo¬ritmo Gen´etico, Parte 1. Soluciones Avanzadas. 6 (62) 38-45.
• Buckley, J., Buckles, B., Petry, F.E. (1996). Constructing a windowing Function to interface a database with Expert System Rules. Journal of Systems Engineering and Electronics. 5 45–54.
• George, R., Buckles, B., Petry, F. (1996). Fuzzy Information Systems: Challenges and Opportunities of a New Era. International Journal of Intelligent Systems. 11 (9) 649-659.
• George, R., Srikanth, R., Petry, F.E., Buckles, B. (1996). Uncertainty Management Issues in Object-oriented Database Systems. IEEE Transactions on Fuzzy Systems. 4 (2) 179–192.
• Srikanth, R., George, R., Warsi, N., Prabhu, D., Petry, F.E., Buckles, B. (1995). A Variable Length Genetic Algorithm for Clustering and Classification. Pattern Recognition. 16 (8) 789–800.

Technical Report

• Huang, Y., Buckles, B. (2012). Low cost wireless network camera sensors for traffic monitoring.

Contracts, Grants and Sponsored Research

Grant - Research

• Goel, A.K. (Principal), Wan, Y. (Supporting), Buckles, B.P. (Supporting), "Using Big Data for Environmental Sustainability: Big Data + AI Technology = Accessible, Usable, Useful Data!," sponsored by NSF, Federal, $1000000 Funded. (1916 - 2019).