Full Publications List

 

  1. Bhatta, D., Paudel, K.P. and Li, B. (2021) “Potential economic impacts of groundwater conservation in the Mississippi River Alluvial Aquifer (MRAA), Louisiana, USA”, Natural Resource Modeling. 
  2. Li, B., Marx, B.D., Chakraborty, S. and Weindorf, D.C. (2021) “Multivariate calibration on heterogeneous samples”, Chemometrics and Intelligent Laboratory Systems, 217: 104386.
  3. Li, B., Chakraborty, S., Weindorf, D.C. and Yu, Q. (2021) “Data Integration Using Model-Based Boosting”,SN Computer Science, 2 Article number 400.
  4. Gurdian, C.E., Torrico, D.D., Li, B., Tuuri, G. and Prinyawiwatkul, W. (2021) “Effect of Disclosed Information on Product Liking, Emotional Profile, and Purchase Intent: A Case of Chocolate Brownies Containing Edible-Cricket Protein”, Foods 10(8): 1769.
  5. Gurdian, C.E., Torrico, D.D., Li, B., Tuuri, G. and Prinyawiwatkul, W. (2021) “Effect of Informed Conditions on Sensory Expectations and Actual Perceptions: A Case of Chocolate Brownies Containing Edible-Cricket Protein”, Foods 10(7): 1480.
  6. Gurdian, C.E., Torrico, D.D., Li, B. and Prinyawiwatkul, W. (2021) “Effect of Serving Plate Types and Color Cues on Liking and Purchase Intent of Cheese-Flavored Tortilla Chips”, Foods 10(4): 886.
  7. Ferreira, G.W.D., Ribeiro, B.T., Weindorf, D.C., Teixeira, B.I., Chakraborty, S., Li, B., Guilherme, L.R.G. and Scolforo, J.R.S. (2021) “Assessment of iron-rich tailings via portable X-ray fluorescence spectrometry: the Mariana dam disaster, southeast Brazil” Environmental Monitoring and Assessment, 193:203.
  8. Slaughter, L., Deb, S., Chakraborty, S., Li, B., Bakr, N., Edwards, B. and Weindorf, D.C. (2021) “On-farm evaluation of regenerative land-use practices in a semi-arid pasture agroecosystem in West Texas, USA”, Revista Brasileira de Ciência do Solo. 45:e0200163.
  9. Vacar, C.L., Covaci, E., Chakraborty, S., Li, B., Weindorf, D.C., Fren?iu, T., Pârvu, M. and Podar, D. (2021) “Heavy metal-resistant filamentous fungi as potential mercury bioremediators”, Journal of Fungi. 7(5), 386. 
  10. Li, B., Yu, Q., Zhang, L. and Hsieh, M. (2021) “Regularized multiple mediation analysis”, Statistics and Its Interface, 14(4): 449-458.
  11. Sérgio Henrique Godinho Silva, Bruno Teixeira Ribeiro, Marcelo Braga Bueno Guerra, Hudson Wallace Pereira de Carvalho, Guilherme Lopes, Geila Santos Carvalho, Luiz Roberto Guimarães Guilherme, Mauro Resende, Marcelo Mancini, Nilton Curi, Rogerio Borguete Alves Rafael, Valeria Cardelli, Stefania Cocco, Giuseppe Corti, Somsubhra Chakraborty, Bin Li, David C Weindorf (2021) “pXRF in tropical soils: Methodology, applications, achievements and challenges”, Bioremediation Science: From Theory to Practice, CRC Press, pp92.
  12. Day, J.W., Li, B., Marx, B.D., Zhao, D. and Lane, R. (2020) “Multivariate analyses of water quality dynamics over four decades in the Barataria basin, Mississippi delta”, Water 12(11), 3143;
  13. Yu, Q. and Li, B. (2020) “Third-variable effect analysis with multilevel additive models”, PLOS ONE.
  14. Li, B., Bakshi, B.R. and Goel, P. (2020) “Computationally Intensive Nonlinear Regression Methods”, in Brown, S., Tauler, R., Walczak, B. (eds.) Comprehensive Chemometrics: Chemical and Biochemical Data Analysis (2nd Ed.), Elsevier, pp. 505–517.
  15. Swetha, R.K., Bende, P.S., Singh, K., Gorthi, S., Biswas, A., Li, B. and Weindorf, D.C., Chakraborty, S. (2020) “Predicting soil texture from smartphone-captured digital images and an application”, Geoderma, Vol. 376.
  16. Gorthi, S., Chakraborty, S., Li, B. and Weindorf, D.C. (2020) “A field-portable acoustic sensing device to measure soil moisture”, Computers and Electronics in Agriculture, Vol. 174.
  17. Swetha, R.K., Bende, P.S., Singh, K., Gorthi, S., Biswas, A., Li, B. and Weindorf, D.C., Chakraborty, S. (2020) “Predicting soil texture from smartphone-captured digital images and an application”, Geoderma, Vol. 376.
  18. Yu, Q. and Li, B., "A Multivariate Multiple Third-Variable Effect Analysis with an Application to Explore Racial and Ethnic Disparities in Obesity", Journal of Applied Statistics, 48(4), 750-764.
  19. Dutta, S., Chakraborty, S., Banerjee, H., Goswami, R., Majumdar, K., Li, B. and Jat, M.L. "Maize Yield in Smallholder Agriculture System – an Approach Integrating Socio-economic and Crop Management Factors" PLOS ONE.
  20. Yu, Q. and Li, B. "Model-guided adaptive sampling for Bayesian model selection". Journal of the Korean Statistical Society.
  21. Mukhopadhyay, S., Chakraborty, S., Bhadoria, P.B.S., Li, B. and Weindorf, D.C. (2020) "Assessment of heavy metal and soil organic carbon by portable X-ray fluorescence spectrometry and NixPro sensor in landfill soils of India". Geoderma Regional, Vol. 20. 
  22. Li, B., Yu, Q. and Peng, L. (2020) "Ensemble of Fast Learning Stochastic Gradient Boosting". Communications in Statistics - Simulation and Computation.
  23. S. Irving, B. Li, S.-M. Chen, Lu Peng, Weihua Zhang, and Lide Duan, (2020). "Computer Comparisons in the Presence of Performance Variation". Frontiers of Computer Science (Springer), 14(1): 21-41.
  24. Xu, Y., Wang, L., Ma, Z., Li, B., Bartels, R., Liu, C., Zhang, X. and Dong, J. (2020) "Spatially Explicit Model for Statistical Downscaling of Satellite Passive Microwave Soil Moisture". IEEE Transactions on Geoscience and Remote Sensing, Vol. 58(2): 1182-1191. link
  25. Kagiliery, J., Chakraborty, S., Acree, A., Weindorf, D.C., Brevik, E.C., Jelinski, N.A., Li, B. and Jordan, C. (2019). "Rapid quantification of lignite sulfur content: Combining optical and X-ray approaches". International Journal of Coal Geology, Vol. 216.
  26. Liu, H., Xu, K., Li, B., Han, Y. and Li, G. (2019). "Sediment identification using machine-learning classifiers in a mixed-texture dredge pit of Louisiana shelf for coastal restoration". Water, 11(6): 1257. 
  27. Chakraborty, S., Li, B., Weindorf, D.C. Deb, S. Acree, A. De, P. and Panda, P. (2019). "Use of portable X-ray fluorescence spectrometry for classifying soils from different land use land cover systems in India". Geoderma, Vol. 338:5-13.
  28. Rawal, A., S. Chakraborty, B. Li, K. Lewis, M. Godoy, L. Paulette, and D.C. Weindorf. (2019). "Determination of base saturation percentage in agricultural soils via portable X-ray fluorescence spectrometer". Geoderma, Vol. 338:375-382. link
  29. Chakraborty, S., Li, B., Weindorf, D.C. and Morgan, C.L.S. (2019). "External parameter orthogonalisation of Eastern European VisNIR-DRS soil spectra". Geoderma, Vol. 337: 65–75.
  30. Li, B., B.D. Marx., Chakraborty, S. and Weindorf, D.C. (2019). "Multivariate calibration with robust signal regression". Statistical Modelling: An International Journal, Vol. 19(5): 524-544.
  31. Weindorf, D.C., Chakraborty, S., Kucera, J.M., Li, B., Fultz, L., Martiniez, V.A. and Li, C. (2018). "Advanced Modeling of Soil Biological Properties Using Visible Near Infrared Diffuse Reflectance Spectroscopy". International Journal of Bioresource Science, Vol. 5(1): 1-20.
  32. Yu, Q., Wu, X., Li, B. and Scribner, R.A. (2018). "Multiple mediation analysis with survival outcomes: With an application to explore racial disparity in breast cancer survival". Statistics in Medicine, Vol. 38(3): 398-412.
  33. Li, B., Chakraborty, S., Godoy, M., Kusi, N.Y.O. and Weindorf, D.C. (2018). "Compost cation exchange capacity via portable X-ray fluorescence (PXRF) spectrometry". Compost Science and Utilization, Vol. 26(4): 271-278.
  34. G. Mariotti, H. Huang, Z. Xue, B. Li, D. Justic, and Z. Zang. (2018). "Biased wind measurements in estuarine waters". Journal of Geophysical Research: Oceans, Vol. 123: 3577-3587. 
  35. Hagan, J. and Li, B. (2018). "Phase II Performance of P-Charts and P'-Charts". Journal of Medical Statistics and Informatics, Vol. 6: Article 3. doi: 10.7243/2053-7662-6-3.
  36. D. Pearson, D.C. Weindorf, S. Chakraborty, B. Li, J. Koch, P. Van Deventer, J. de Wet, and N. Yaw Kusi. (2018). "Analysis of metal-laden water via portable X-ray fluorescence spectrometry". Journal of Hydrology, Vol. 561: 267-276.
  37. Kahlon, C.S., Li, Li., Board, J., Dia, M., Sharma, P. and Jat, P. (2018). "Cluster and Principle Component Analysis of Soybean Grown at Various Row Spacings, Planting Dates and Plant Populations". Open Agriculture, Vol. 3: 110-121.
  38. C. McGladdery, D.C. Weindorf, S. Chakraborty, B. Li, L. Paulette, D. Podar, D. Pearson, N.Y.O. Kusi, and B. Duda. (2018). "Elemental assessment of vegetation via portable X-ray fluorescence (PXRF) spectrometry". Journal of Environmental Management, Vol. 210: 21-225.
  39. Weindorf, D.C., Chakraborty, S., B. Li, S. Deb, A. Singh, and N.Y. Kusi. (2018). "Compost salinity assessment via Portable X-ray fluorescence (PXRF) spectrometry". Waste Management, 78:158-163.
  40. Raj, A., Chakraborty, S., B.M. Duda, D.C. Weindorf, B. Li, S. Roy, M.C. Sarathjith, B.S. Das, and L. Paulette. (2018)."Soil mapping via diffuse reflectance spectroscopy based on variable indicators: An ordered predictor selection approach". Geoderma, 314:146-159.
  41. S. Chakraborty, D.C. Weindorf, C. Weindorf, B. Das, B. Li, B. Duda, S. Pennington, R. Ortiz. (2017). "Semi-Quantitative Evaluation of Secondary Carbonates via Portable X-ray Fluorescence Spectrometry".Soil Science Society of America Journal, Vol. 81(4): 844-852.
  42. B. Li and Q. Yu. "A Nonparametric Test of Independence Between Two Variables". Statistical Analysis and Data Mining, Vol. 10(6): 422-435.
  43. B.M. Koch, J., S. Chakraborty, B. Li, J. Moore-Kucera, P. van Deventer, A. Daniell, C. Faul, T. Man, D. Pearson, B. Duda, C.A. Weindorf, and D.C. Weindorf. (2017). “Proximal sensor analysis of mine tailings in South Africa: An exploratory study”, Journal of Geochemical Exploration, Vol. 181: 45-57.
  44. B.M. Duda, D.C. Weindorf, S. Chakraborty, B. Li, T. Man, L. Paulette, S. Deb. (2017). “Soil characterization across catenas via advanced proximal sensors”, Geoderma, Vol. 298: 78–91.
  45. Yu, Q. and Li, B., (2017). “mma: An R Package for Mediation Analysis with Multiple Mediators”. Journal of Open Research Software. Vol. 5(1): 11.
  46. S. Chakraborty, B. Li, S. Deb, S. Paul, D.C. Weindorf, B.S. Das. (2017). “Predicting soil arsenic pools by visible near infrared diffuse reflectance spectroscopy”. Geoderma, Vol. 296: 30–37.
  47. S. Chakraborty, D.C. Weindorf, S. Deb, B. Li, S. Paul, A. Choudhury, D. Ray. (2017). “Rapid Assessment of Regional Soil Arsenic Pollution Risk via Diffuse Reflectance Spectroscopy”, Geoderma, Vol. 289: 72-81.
  48. V. Cardelli, D.C. Weindorf, S. Chakraborty, B. Li, M. DeFeudis, S. Cocco, A. Agnelli, A. Choudhury, D. Ray, and G. Corti. (2017). “Non-saturated soil organic horizon characterization via advanced proximal sensors”. Geoderma, Vol. 288: 130-142.
  49. D. Pearson, S. Chakraborty, B. Dudaa, B. Li, D.C. Weindorf, S. Deb, E. Brevik, D.P. Ray. (2017). “Water analysis via portable X-ray fluorescence spectrometry”, Journal of Hydrology, Vol. 544: 172–179.
  50. S. Chen, G. Bronevetsky, L. Peng, B. Li, and X. Fu. (2016). “Soft Error Resilience in Big Data Kernels through Modular Analysis,” The Journal of Supercomputing, Vol. 72(4): 1570–1596.
  51. D.C. Weindorf, S. Chakraborty, J. Herrero, B. Li, C. Castañeda, and A. Choudhury. (2016). “Simultaneous assessment of key properties of arid soil by combined PXRF and Vis–NIR data”, European Journal of Soil Science, Vol. 67: 173 - 183.
  52. D.C. Weindorf, S. Chakraborty, L. Paulette, E. Michéli, B. Li, T. Man. (2015). “Proximal Sensor Identification of Lithologic Discontinuities in Eastern Europe”, ProEnvironment, Vol. 8 176 - 185.
  53. D.C. Weindorf, S. Chakraborty, A. Aldabaa, L. Paulette, G. Corti, S. Cocco, E. Michéli, D. Wang, B. Li, T. Man, A. Sharma, and T. Person. (2015). “Lithologic discontinuity assessment in soils via portable x-ray fluorescence spectrometry and visible near-infrared diffuse reflectance spectroscopy”, Soil Science Society of America Journal, Vol. 79(6): 1704-1716.
  54. Y. Zhang, L. Duan, B. Li, L. Peng, S. Sadagopan. (2015). “Cross-architecture Prediction Based Scheduling for Energy Efficient Execution on Single-ISA Heterogeneous Chip-multiprocessors,” Journal of Microprocessors and Microsystems (Elsevier), Vol. 39(4-5): 271-285.
  55. S.-M. Chen, L. Peng, Y. Hu, Z. Zhao, A. Srivastava, Y. Zhang, J. Choi, B. Li, and E. Song. (2015). “Powering Up Dark Silicon: Mitigating the Limitation of Power Delivery via Dynamic Pin Switching,” IEEE Transactions on Emerging Topics in Computing, Vol. 3(4): 489-501.
  56. S. Chen, G. Bronevetsky, B. Li, M. Casas, and L. Peng, (2015) “A Framework For Evaluating Comprehensive Fault Tolerance Mechanisms In Numerical Programs,” Journal of Supercomputing, Vol. 71: 2963-2984.
  57. S. Chakraborty, D.C. Weindorf, B. Li, A.A.A. Aldabaa, R.K. Gosh, S. Paul, and M.N. Ali. (2015). “Development of a hybrid proximal sensing method for rapid identification of petroleum contaminated soils”. Science of the Total Environment, Vol. 514:399-408.
  58. D. Wang, S. Chakraborty, D.C. Weindorf, B. Li, A. Sharma, S. Paul, and M.N. Ali. (2015). “Synthesized use of VisNIR DRS and PXRF for soil characterization: Total carbon and total nitrogen”. Geoderma, Vol. 243-244:157-167.
  59. A.A.A. Aldabaa, D.C. Weindorf, S. Chakraborty, A. Sharma, and B. Li. (2015). “Combination of proximal and remote sensing methods for rapid soil salinity quantification”. Geoderma, 239-240:34-46.
  60. Chakraborty, S., Weindorf, D.C., Paul, S. Ghosh, B. Li, B., Ali, M.N., Gosh, R.K., Ray, D.P. and Majumdar, K. (2015). “Diffuse reflectance spectroscopy for monitoring lead in landfill agricultural soils of India”. Geoderma Regional, Vol. 5:77-85.
  61. Yu, Q. and Li, B. (2014). “Regularization and Estimation in Regression with Cluster Variables”, Open Journal of Statistics, Vol.4, (10) page: 814-825.
  62. B. Li, S.-M. Chen, and L. Peng, “Precise Computer Performance Comparisons Via Statistical Resampling Methods,” Proceedings of The 2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Philadelphia, PA. Mar. 2015.pdf
  63. S. Chen, G. Bronevetsky , B. Li, M. Casas, and L. Peng, “Evaluating Application Resilience with XRay,” The 10th Workshop on Silicon Errors in Logic – System Effects (SELSE), Stanford University, CA, Apr. 2014.
  64. Y. Zhang, L. Duan, B. Li, L. Peng, and S. Sadagopan, “Energy efficient job scheduling in single-ISA heterogeneous chip-multiprocessors,” Proceedings of The 15th IEEE International Symposium on Quality Electronic Design (ISQED), Santa Clara, CA, Mar. 2014.
  65. S. Chakraborty, D.C. Weindorf, B. Li, M.N. Ali, K. Majumdar, D.P. Ray. (2014) “Analysis of petroleum contaminated soils by spectral modeling and pure response profile recovery of n-hexane”, Environmental Pollution, 190 page 10-18.
  66. Chakraborty, S., Das, B., Ali, M.N., Li, B., Sarathjith, M.C., Majumdar, K., Ray, D.P. (2014) “Rapid estimation of compost enzymatic activity by spectral analysis method combined with machine learning”, Waste Management, 34(3): page 623–631.
  67. L. Duan, Y. Zhang, B. Li, and L. Peng, “Comprehensive and Efficient Design Parameter Selection for Soft Error Resilient Processors via Universal Rules,” IEEE Transactions on Computers, Volume 63 , Issue 9, pages 2201 – 2214, Sep. 2014.
  68. Y. Zhang, L. Duan, B. Li, L. Peng, and X. Fu, “Design Configuration Selection for Hard-error Reliable Processors via Statistical Rules”, Journal of Microprocessors and Microsystems, 38(1), Feb. 2014, Pages 22–30.
  69. Chakraborty, S., Weindorf, D.C., Ali, M.N., Li, B., Ge, Y., and J.L. Darilek, (2013). “Spectral Data Mining for Rapid Measurement of Organic Matter in Unsieved Moist Compost.” Applied Optics, 52(4): 82-92.
  70. L. Duan, L. Peng, and B. Li, (2013). “Predicting Architectural Vulnerability on Multi-Threaded Processors under Resource Contention and Sharing,” IEEE Transactions on Dependable and Secure Computing, 10(2): 114-127.
  71. Wang, Y., Tuomilehto, J., Jousilahti, P., Salomaa, V., Li, B., Antikainen, R., Mähönen, M., Katzmarzyk, P.T. and Hu, G. (2013). “Serum gamma-glutamyltransferase and the risk of heart failure in men and women in Finland”, Heart, 99(3): 163-167.
  72. Barrera, W., Hoy, J. and Li, B. (2013). “Effects of Temperature and Moisture Variables on Brown Rust Epidemics in Sugarcane”. Journal of Phytopathology. Vol. 161(2): 98-106.
  73. Chakraborty, S., Weindorf, D.C., Zhu, Y., Li, B., Morgan, C.L.S., Ge, Y. and Galbraith, J. “Assessing spatial variability of soil petroleum contamination using visible near-infrared diffuse reflectance spectroscopy”. (2012). Journal of Environmental Monitoring. Vol. 14(11): 2886-92.
  74. McWhirt, A.L., D.C. Weindorf, S. Chakraborty, and B. Li. 2012. “Visible near infrared diffuse reflectance spectroscopy (VisNIR DRS) for rapid measurement of organic matter in compost”. Waste Management and Research. 30(10): 1049-1058.
  75. Q. Yu, B. Li, Z. Fang, and L. Peng, (2012). "Model Guided Adaptive Design and Analysis in Computer Experiment", Statistical Analysis and Data Mining, Vol. 5(5), 399–409.
  76. Chakraborty, S., Weindorf, D.C., Zhu, Y., Li, B., Morgan, C.L.S., Ge, Y. and Galbraith, J. (2012) “Spectral Reflectance Variability from Soil Physicochemical Properties in Oil Contaminated Soils.” Geoderma, 177-178: 80-89.
  77. Barrera, W., Hoy, J. and Li, B. (2012) “Effects of Temperature and Leaf Wetness on Infection of Sugarcane by Puccinia melanocephala.” Journal of Phytopathology. , Vol. 160(6): 294-298.
  78. Tang, Q., Wang, L., Li, B. and Yu, J. (2012) “Toward a Comprehensive Evaluation of VIS Sub-pixel Fractions and Land Surface Temperature for Urban Land Use Classification in the U.S.” International Journal of Remote Sensing. 33(19): 5996-6019.
  79. Y. Zhang, L. Duan, B. Li and L. Peng, “Optimal Microarchitectural Design Configuration Selection for Processor Hard-Error Reliability,” Proceedings of The 13th IEEE International Symposium on Quality Electronic Design (ISQED), Santa Clara, CA, Mar. 2012.
  80. Y. Zhang, Y. Hu, B. Li and L. Peng, “Performance and Power Analysis of ATI GPU: A Statistical Approach”, Proceedings of The 6th IEEE International Conference on Networking, Architecture, and Storage (NAS), Dalian, China, Jul. 2011.
  81. J. Chen, B. Li, Y. Zhang, L. Peng and J.-K. Peir, “Tree Structured Analysis on GPU Power Study,” Proceedings of The 29th IEEE International Conference on Computer Design (ICCD), Amherst, MA, Oct. 2011.
  82. L. Duan, L. Peng and B. Li, “Two-Level Soft Error Vulnerability Prediction on SMT/CMP Architectures,” Proceedings (short paper) of The 2011 IEEE International Symposium on Workload Characterization (IISWC), Austin, TX, Nov. 2011.
  83. Y. Zhang, L. Peng, B. Li, J.-K. Peir and J. Chen, “Architecture Comparisons between NVidia and ATI GPUs: Computational Parallelism and Data Communications,” Proceedings of The 2011 IEEE International Symposium on Workload Characterization (IISWC), Austin, TX, Nov. 2011.
  84. L. Duan, Y. Zhang, B. Li and L. Peng, (2011). "Universal Rules Guided Design Parameter Selection for Soft Error Resilient Processors," In Proceedings of The 2011 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Austin, TX, Apr. 2011.
  85. J. Chen, B. Li, Y. Zhang, L. Peng and J.-K. Peir, “Statistical GPU Power Analysis Using Tree-based Methods”, Proceedings of the Green Computing Conference and Workshops (IGCC), Orlando, FL, Jul. 2011.
  86. Marx. B.D., Eilers. P.H.C., and Li, B. (2011). Multidimensional single-index signal regression. Proceedings of the 26th International Workshop on Statistical Modeling (IWSM 2011), Valencia, Spain. Eds. Armero et al.
  87. Marx, B., Eilers, P. and Li, B. (2011) “Multidimensional single-index signal regression.” Chemometrics and Intelligent Lab Systems, 109(2): 120-130.
  88. Li, B., Sanderlin R, Melanson R and Yu, Q. (2011) “Spatio-Temporal Analysis of A Plant Disease in A Non-uniform Crop: A Monte Carlo Approach”. Journal of Applied Statistics, Vol. 38(1): 175-182.
  89. Curtis, A., Li, B., Marx, B., Pine, J. and Mills, J. (2011) “A Multiple Additive Regression Tree Analysis of Three Exposure Measures during Hurricane Katrina: Implications for Recovery in Orleans Parish”. The Journal of Disaster Studies, Policy and Management, Vol. 35(1), 19-35.
  90. Chakraborty, S., Weindorf, D.C., Morgan, C.L.S., Ge, Y., Galbraith, J., Li, B. and Kahlon, C.S. (2010) “Rapid, On-site Identification of Oil Contaminated Soils using Visible Near-Infrared Diffuse Reflectance Spectroscopy”. Journal of Environmental Quality, Vol. 39(4): 1378-1387.
  91. R. Tao, L. Yang, L. Peng and B. Li. (2010). “A Host-Based Intrusion Detection System Using Architectural Features to Improve Sophisticated Denial-of-Service Attack Detections,” International Journal of Information Security and Privacy, Vol. 4(1): 18-31, Jan.-Mar. 2010.
  92. Oard, Svetalana; Enright, Frederick; Li, Bin. (2010). “Structural changes induced in thionins by chloride anions as determined by molecular dynamics simulations”. Biophysical Chemistry, Vol. 147: 42-52.
  93. Yu, Q., Li, B., Fang, Z. and Peng, L. (2010). An adaptive sampling scheme guided by BART - with an application to predict processor performance. The Canadian Journal of Statistics, Vol. 38: 136-152.
  94. B. Li., L. Duan., and L. Peng. “Efficient Microarchitectural Vulnerabilities Prediction Using Boosted Regression Trees and Patient Rule Inductions”. IEEE Transactions on Computers, Special Issue on System Level Design of Reliable Architectures, Vol. 59(5), pp. 593-607, May, 2010.
  95. B. Li, L. Peng and B. Ramadass. (2009) “Accurate and Efficient Processor Performance Prediction via Regression Tree Based Modeling”. Journal of Systems Architecture, Vol. 55, 457-467.
  96. Li, B., Bakshi, B.R. and Goel, P. (2009) “Computationally Intensive Nonlinear Regression Methods”, in Brown, S., Tauler, R., Walczak, B. (eds.) Comprehensive Chemometrics: Chemical and Biochemical Data Analysis (1st Ed.), Elsevier, pp. 463–476.
  97. Li, B. and Yu, Q. (2009). “Robust and Sparse Bridge Regression”. Statistics and Its Interface. Vol. 2: 481-491.
  98. Yu, Q., Li, B. and Scribner, R. (2009). “Hierarchical Additive Modeling of Nonlinear Association with Spatial Correlations - An Application to Relate Alcohol Outlet Destruction and Changes in Neighborhood Rates of Assaultive Violence”. Statistics in Medicine. Vol. 28: 1896-1912.
  99. P. Eilers, B. Li and B. Marx, (2009). “Multivariate Calibration with Single-Index Signal Regression”. Chemometrics and Intelligent Laboratory Systems, 96: 196-202.
  100. Xu, J., Chen, J. and Li, B., (2009). “Random Forest for Relational Classification with Application for Terrorist Profiling”. Proceeding of the Eighteenth International Symposium on Methodologies for Intelligent Systems (ISMIS'09).
  101. L. Duan, B. Li and L. Peng. “Versatile Prediction and Fast Estimation of Architectural Vulnerability Factor from Processor Performance Metrics”. Proceedings of the 15th IEEE International Symposium on High Performance Computer Architecture (HPCA 2009), Raleigh, NC, Feb. 2009: 129-140.
  102. R. Tao, L. Yang, L. Peng, B. Li and A. Cemerlic, “A Case Study: Using Architectural Features to Improve Sophisticated Denial-of-Service Attack Detections,” Proceeding of the 2009 IEEE Symposium on Computational Intelligence in Cyber Security, Nashville, TN, Mar. 2009.
  103. B. Li, L. Peng and B. Ramadass, “Efficient MART-Aided Modeling for Microarchitecture Design Space Exploration and Performance Prediction,” (extended abstract), Proceedings of 2008 ACM International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS 2008), Annapolis, MD, Jun. 2008: 439-440.
  104. Li, B. and Yu, Q. (2008). Classification of Functional Data: A Segmentation Approach. Computational Statistics and Data Analysis, 52(10): 4790-4800.
  105. Yu, Q. Stasny, E.A. and Li, B. (2008). Bayesian Models to Adjust for Response Bias in Survey Data: An Example in Estimating Rape and Domestic Violence Rates from the NCVS. Annals of Applied Statistics, 2: 665-686.
  106. Li, B. and Marx, B. (2008). Sharpening P-spline Signal Regression. Statistical Modelling: An International Journal, 4: 367-384.
  107. Li, B. and Goel, P.K. (2007). Additive Regression Trees and Smoothing Splines - Predictive Modeling and Interpretation in Data Mining. Contemporary Mathematics, Vol: 443: 83-101.
  108. Li, B. and Goel, P.K. (2006). Regularized Optimization in Statistical Learning: A Bayesian Perspective. Statistica Sinica, 16: 411-424.
  109. Matkovic V, Goel P, Badenhop-Stevens NE, Landoll JD, Li B., Ilich J, Skugor M, Nagode L, Mobley S, Eun-Yeong H, Hangartner T, Clairmont A, Calcium Supplementation and Bone Mineral Density in Females from Childhood to Young Adulthood: A Randomized Controlled Trial. American Journal of Clinical Nutrition. 81: 175-188, 2005.
  110. Matkovic V, Landoll JD, Badenhop-Stevens NE, Ha EY, Crncevic-Orlic Z, Li B., Goel P. Nutrition Influences Skeletal Development from Childhood to Adulthood: a Study of Hip, Spine, and Forearm in Adolescent Females. The Journal of Nutrition. Vol. 134 (3): 701-705, 2004.
  111. Smiraglia DJ, Rush LJ, Fruhwald MC, Dai Z, Held WA, Costello JF, Lang JC, Eng C, Li B, Wright FA, Caligiuri MA, Plass C. Excessive CpG Island Hypermethylation in Cancer Cell Lines Versus Primary Human Malignancies. Human Molecular Genetics. Vol. 10 (13): 1413-1419, 2001.
  112. Dai Z, Lakshmanan RR, Zhu WG, Smiraglia DJ, Rush LJ, Fruhwald MC, Brena RM, Li B, Wright FA, Ross P, Otterson GA, Plass C. Global Methylation Profiling of Lung Cancer Identifies Novel Methylated Genes. Neoplasia. Vol. 3 (4): 314-323, 2001.