Previous Publications

2012 faculty publications

Arodz, T.& Plonka, P.M. Effects of point mutations on protein structure are nonexponentially distributed. Proteins: Structure, Function and Bioinformatics, 80:1780-1790, Wiley, 012 http://dx.doi.org/10.1002/prot.24073, Impact Factor: 3.392.

Mayo, M., Abdelzaher, A.F., Perkins, E.J., & Ghosh, P. (2012) Motif participation by genes in E. coli transcriptional networks. Front. Physio. 3:357. doi: 10.3389/fphys.2012.00357.Hassan, S., Schneider, M.P., Ramos, R.T., Carneiro, A., Lima, A.R., Guimarães, L.C., Ali, A., Bakhtiar, S., Pereira, U., Santos, A., Soares, S.C., Dorella, F., Pinto, A., Ribeiro, D., Barbosa, M.S., Almeida, S., Abreu, V.A., Aburjaile, F., Fiaux, K.K., Barbosa, E.G., Diniz, C., Rocha, F., Saxena, R., Tiwari, S., Zambare, V., Ghosh, P., Pacheco, L.G., Dowson, C., Kumar, A., Barh, D., Miyoshi, A., Azevedo, V., & Silva, A. Whole-Genome Sequence of Corynebacterium pseudotuberculosis Strain 162, Isolated from Camel, J Bacteriol. 2012 Oct; 194(20):5718-9. Impact factor: 3.825.

Shandilya, S., Ward, K.,  Kurz, M., & Najarian, K. "Non-Linear Dynamical Signal Characterization for Prediction of Defibrillation Success through Machine Learning", BMC Medical Informatics and Decision Making 2012, 12:116 doi:10.1186/1472-6947-12-116.

Manjili, M., Najarian, K., & Wang,X-Y. "Signatures of the tumor-immune interactions as biomarkers for breast cancer prognosis", Vol. 8, No. 6, pp. 703-711, Future Oncology, June 2012.

Belle, A., Hobson-Hargraves, R., & Najarian, K. "An Automated Optimal Engagement and Attention Detection System Using Electrocardiogram," Computational and Mathematical Methods in Medicine, vol. 2012, Article ID 528781, 2012.

Davuluri, P., Wu, J., Tang, Y., Cockrell, C. H., Ward, K. R., Najarian, K., & Hobson-Hargraves, R. "Hemorrhage Detection and Segmentation in Traumatic Pelvic Injuries," Computational and Mathematical Methods in Medicine, vol. 2012, Article ID 898430, 2012.

Wu, J., Davuluri, P., Ward, K. R., Cockrell, C., Hobson, R. &  Najarian, K.  Fracture Detection in Traumatic Pelvic CT Images, International Journal of Biomedical Imaging, Volume 2012, Article ID 327198, pp. 1-10, 2012.

Slawek, J., & Arodz, T. ADANET: Inferring Gene Regulatory Networks using Ensemble Classifiers.In: Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine (ACM-BCB'12), ACM New York, NY, USA, 2012 Pages 434-441 http://dl.acm.org/citation.cfm?doid=2382936.2382992.

Gao, X.,& Arodz, T.  Robust differential co-expression discovery: an insight into pharmacodynamics of tyrosine kinase inhibitor In: Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine (ACM-BCB'12), ACM New York, NY, USA, 2012 Pages 604-606 http://dl.acm.org/citation.cfm?doid=2382936.2383037.

Chaitankar, V., Ghosh P., Elasri, M., Gust, K., & Perkins, E. Genome scale inference of transcriptional regulatory networks using mutual information on complex interactions, Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine (BCB), 2012, pp. 643-648.

Chaitankar, V., Ghosh, P., Elasri, M., Gust, K., & Perkins, E. sCoIn: A Scoring algorithm based on COmplex INteractions for reverse engineering regulatory networks, Proceedings of the IEEE 12th International Conference on Bioinformatics and Bioengineering (BIBE), 2012, pp. 1-6.

Abdelzaher, A., Kamapantula, B., Ghosh, P., & Das, S.K. Empirical Prediction of Packet Transmission Efficiency in Bio-Inspired Wireless Sensor Networks, Proceedings of the 2012 IEEE 12th International Conference on Intelligent Systems Design and Applications (ISDA), pp. 271-276.

Kamapantula, B., Abdelzaher, A., Ghosh, P., Mayo, M., Perkins, E., & Das, S.K. Performance of Wireless Sensor Topologies Inspired by E. coli Genetic Networks, Proceedings of 8th IEEE PerCom International Workshop on Sensor Networks and Systems for Pervasive Computing, PerSens 2012, pp. 302-307.

Ghosh, P., Datta, B., & Rangachari, V. Computational Predictions for the Nucleation Mass and Lag times Involved in Aβ42 Peptide Aggregation. Proceedings of the 3rd International Conference on Bioinformatics Models, Methods and Algorithms (BIOSTEC Bioinformatics), 2012, pp. 312-316.

Salman, R., & Kecman, V. Regression as Classification, IEEE SouthEast Conference Paper, Session: F3-A: Data Mining and Machine Learning I, Orlando, FL, March 2012.

Test, E., Kecman, V., Strack, R., Li, Q., & Salman, R. Feature Ranking for Pattern Recognition: A Comparison of Filter Methods, IEEE SouthEast Conference Paper, Session: F4-A: Data Mining and Machine Learning II, Orlando, FL, March 2012.

Strack, R., & Kecman, V. Minimal Norm Support Vector Machines for Large Classification Tasks, Proc. of the 11thIEEE international conference on machine learning applications (ICMLA 2012), Session 7, Boca Raton, FL, 2012.

Belle, A., Pfaffenberger, M.,  Hargraves, R. H.,  Najarian, K.‘An Automated Decision Making System for Detecting Loss of Attention In Individuals Using Real Time Processing of Electroencephalogram’, VII International Workshop on Biosignal Interpretation, Como, Italy, 2012.

Davuluri, P., Wu, J., Belle, A., Tang, Y., Cockrell, C., Ward, K., Hargraves, R., Najarian, K. ‘An Image Processing And Machine Learning Based Computer-Aided Decision Support For Traumatic Pelvic Injuries’, VII International Workshop on Biosignal Interpretation, Como, Italy, 2012.

Zhen, Y., Datta, B., Wang, A.H., Yu, M., & Zang, W. A Novel Spam Campaign in Online Social Networks. CoNeD 2013(workshop).

Liu, X., Wang, B., Yang, X., Yu, M. & Zang, W. Obtaining K-Obfuscation for Profile Privacy in Social Networks. The 7th International Conference on Frontier of Computer Science and Technology (FCST-12).

Gu, Q., Jones, K., Zang, W., Yu, M., & Liu, P. Revealing Abuses of Channel Assignment Protocols in Multi-Channel Wireless Networks: An Investigation Logic Approach. In the 17th European Symposium on Research in Computer Security (ESORICS 2012). Acceptance rate: 20%.

Li, M., Zhang, Y., Bai, K., Zang, W., Yu, M., & He, X. Improving Cloud Survivability through Dependency based Virtual Machine Placement (short paper). In the International Conference on Security and Cryptography (SECRYPT'12), Rome,Italy, 24-27 July 2012.

Gu, Q., Zang, W., Yu, M., & Liu, P. Collaborative Traffic-aware Intrusion Monitoring in Multi-channel Mesh Networks. In the 11th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom-2012), Liverpool, UK, 25-27 June 2012.

Zhang, Y., Li, M., Bai, K., Yu, M., & Zang, W. Incentive Compatible Moving Target Defense against VM-Colocation Attacks in Clouds. In IFIP International Information Security and Privacy Conference 2012, Heraklion, Crete, Greece, 4-6 June 2012. Acceptance rate: 25%.

Pan, W., Zhang, W., Yu, M., & Jing, J. Improving Virtualization Security by Splitting Hypervisor into Smaller Components. In The 26th Annual WG 11.3 Conference on Data and Applications Security and Privacy (DBSec'12), Institut Mines-Télécom, Paris, France. July 11-13, 2012.

Meredith, M.A., Cios, K.J., McQuiston, A.R., Lim, H.K., Keniston, L.P. & Clemo, H.R. 2012.  Neuroanatomical Identification of Multisensory Convergence on Higher-level Cortical Neurons. In: The New Handbook of Multisensory Processing, Barry Stein (ed.), 81-96, MIT Press.

Chaitankar, V., Barh, D., Zambare, V., Azevedo, V., & Ghosh, P. Computational Regulomics: Information Theoretic Approaches Towards Regulatory Network Inference. In “OMICS: Applications in Biomedical, Agricultural, and Environmental Sciences” ISBN 9781466562813. Edt by Barh D, Zambare V, Azevedo V. CRC Press, USA.

Barh, D., Yiannakopoulou, E.C., Salawu, E.O., Bhattacharjee, A., Chowbina, S., Ghosh, P., &Azevedo, V.: In silico Disease Models, In “Animal Biotechnology: Models in Discovery and Translation”, ISBN: 9780124160026, Edt by Verma and Singh. Elsevier, USA.

Silva A., Ramos, R., Carneiro, A., Almeida, S., Barbosa, S.,  Pinto, A.C., Cerdeira, L., Santos, A., Soares, S., Guimaraes, L., Barbosa, E., Figueira, F., Souza, F., Abreu, V.C., Dorella, F., Pacheco, L., Ghosh, P., Zambare, V., Barve, N., Tiwari, S., Barh, D., Miyoshi, A., Schneider, M.P., & Azevedo, V. Corynebacterium pseudotuberculosis 316, complete genome. GenBank: CP003077.1, 14-NOV-2012.

Silva, A., Cerdeira, L., Bol, E., Barbosa, M.S., Muller, B., Helden, P.V., Santos, A.R., Ramos, R.T.J., Carneiro, A. R., Guimaraes, L.C., Aburjaile, F. F., Padua, U.D., Arbosa, E., Fiaux, K.K.,  Diniz ,C.A.A., Soares, S.C., Pinto, A.C., Almeida, S.S., Abreu, V.A.C., Hassan, S.S., Khatri, G., Rahangdale S, Gupta K, Verma A, Ghosh P, Zambare V, Kumavath RN, Barh D, Miyoshi A, Schneider, M.P.C., & Azevedo, V. Corynebacterium pseudotuberculosis P54B96, complete genome. GenBank: CP003385.1, 23-MAR-2012.

Silva, A., Lopes, T., Ramos, R.T.J., Carneiro, A.R., Barbosa, M.S., Santos, A.R., Guimaraes, L.C., Aburjaile, F.F., Padua, U.D., Barbosa, E., Fiaux, K.K., Diniz, C.A., Soares, S.C., Pinto, A.C., Almeida, S.S., Abreu, V.A.C., Hassan, S.S., Khatri, G., Rahangdale, S., Gupta, K., Verma, A., Kumavath, R.N., Ghosh, P., Zambare, V., Barh, D., Miyoshi, A., Schneider, M.P.C., & Azevedo, V. Corynebacterium pseudotuberculosis 267, complete genome. GenBank: CP003407.1, 20-JUN-2012.

Silva, A., Saleh, M. , Selim, S.A., Cerdeira, L., Ramos, R.T., Carneiro, A.R., Barbosa, S., Santos, A., Soares, S., Guimaraes, L., Diniz, C.A., Fiaux, K., Hassan, S.S., Ali, A., Barbosa, E., Figueira, F., Pinto, A.C., Almeida, S., Abreu, V.C., Dorella, F., Pacheco, L., Souza, F., Ghosh, P., Zambare, V., Barh, D., Miyoshi, A., Schneider, M.P.,  & Azevedo, V.  Corynebacterium  pseudotuberculosis 31, complete genome. GenBank:  CP003421.1, 14-NOV-2012.

Silva, A., Ramos, R. , Carneiro, A. R. , Cerdeira, L. , Barbosa, S., Santos, A., Soares, S., Guimaraes, L., Diniz, C.A.A., Fiaux, K., Hassan, S.S., Ali, A., Barbosa, E., Figueira, F., Pinto, A.C., Almeida, S., Abreu, V.C., Dorella, F., Pacheco, L., Souza, F., Dowson, C.G., Ghosh, P., Zambare, V., Barh, D., Miyoshi, A., Schneider, M.P.,  Azevedo, V.  Corynebacterium pseudotuberculosis 258, complete genome. GenBank:  CP003540.1, 22-MAY-2012.

Silva, A., Ramos, R., Carneiro, A.R.,  Barbosa, S.,  Santos, A., Soares, S.,  Guimaraes, L.,  Diniz, C.A.A.,  Fiaux, K.,  Hassan, S.S., Ali, A.,  Barbosa, E.,  Figueira, F.,  Pinto, A.C., Almeida, S., Abreu, V.C.,  Dorella, F.,  Pacheco, L.,  Dowson, C.G.,  Souza, F., Ghosh, P.,  Zambare, V.,  Barh, D., Miyoshi, A.,  Schneider, M.P.,  Azevedo, V. Corynebacterium pseudotuberculosis Cp162, complete genome. GenBank:  CP003652.1, 28-SEP-2012.

USA 8,145,585 Issued on: March 27, 2012. Automated methods and systems for the detection and identification of money service business transactions.  Inventors:  Najarian, K., & Darvish, A.

2011 faculty publications

Czech, W., Dzwinel, W., Goryczka, S., Arodz, T. and Dudek, A.Z. 2011. Exploring Complex Networks with Graph Investigator Research Application. Computing & Informatics, 30:381-410.

Lim, H.K., Keniston, L.P., Shin, J.H., Allman, B.L., Meredith, M.A. and Cios, K.J. 2011. Connectional Parameters Determine Multisensory Processing in a Spiking Network Model of Multisensory Convergence. Experimental Brain Research, 213(2-3):329-339.

Nguyen, C., Gardiner, K. and Cios, K.J. 2011. Protein Annotation from Protein Interaction Networks and Gene Ontology. Journal of Biomedical Informatics, 44(5):824-829.

Lim, H.K., Keniston, L.P. and Cios, K.J. 2011. Modeling of Multisensory Convergence with a Network of Spiking Neurons: A Reverse Engineering Approach. IEEE Transactions on Biomedical Engineering, 58(7):1940-1949.

Nguyen, D., Costa, A., Cios, K.J. and Gardiner, K. 2011. Machine Learning Methods Predict Locomotor Response to MK-801 in Mouse Models of Down Syndrome. Journal of Neurogenetics, 25(1-2):40-51.

Achuthan, S., Chung, B.J., Ghosh, P., Rangachari, V. and Vaidya, A. 2011. A Modified Stokes Einstein Equation for Aβ Aggregation. BMC Bioinformatics, 12(Suppl. 10):S13: 1-13.

Mayo, M., Perkins, E. and Ghosh, P. 2011. First-Passage Time Analysis of a One-Dimensional Diffusion-Reaction Model: Application to Protein Transport along DNA. BMC Bioinformatics, 12(Suppl. 10):S18: 1-14.

Ghosh, S., Ghosh, P., Basu, K. and Das, S. 2011. A Discrete Event-Based Stochastic Simulation Platform for ‘in Silico’ Study of Molecular Level Cellular Dynamics. Journal of Biotechnology and Biomaterials, 1(5):1-19.

Cerdeira, L.T., Schneider, M.P., Pinto, A.C., de Almeida, S.S., Dos Santos, A.R., Barbosa, E.G., Ali, A., Aburjaile, F.F., de Abreu, V.A., Guimarães, L.C., Soares Sde, C., Dorella, F.A., Rocha, F.S., Bol, E., Gomes de Sá, P.H., Lopes, T.S., Barbosa, M.S., Carneiro, A.R., Jucá Ramos, R.T., Coimbra, N.A., Lima, A.R., Barh, D., Jain, N., Tiwari, S., Raja, R., Zambare, V., Ghosh, P., Trost, E., Tauch, A., Miyoshi, A., Azevedo, V. and Silva, A. Dec. 2011. Complete Genome Sequence of Corynebacterium pseudotuberculosis Strain CIP 52.97, Isolated from a Horse in Kenya. J Bacteriol; 193(24):7025-6.

Salman, R., Kecman, V., Li, Q., Strack, R. and Test, E. 2011. Fast K-Means Algorithm Clustering. International Journal of Computer Networks & Communications (IJCNC), 3(4): 17-31.

Yang, T., Kecman, V., Cao, L.-B., Zhang, C.-Q. 2011. Margin-Based Ensemble Classifier for Protein Fold Recognition. Expert Systems with Applications, Elsevier, 38(10): 12, 348-12, 355.

Li Q., Salman R., Test E., Strack R., Kecman V., GPUSVM: A Comprehensive CUDA Based Support Vector Machine Package, Cent. Eur. J. Comp. Sci., 1(4), pp. 387-405, 2011

Rodríguez, J.T., Vitoriano, B., Montero, J., Kecman, V. 2011. A Disaster-Severity Assessment DSS Comparative Analysis. OR Spectrum, Springer-Verlag, 33(3): 451-479.

Mirshahi, N., Demir, S.U., Ward, K., Hobson, R., Hakimzadeh, R. and Najarian, K. 2011. An Adaptive Entropic Thresholding Technique for Image Processing and Diagnostic Analysis of Microcirculation Videos. International Journal on Advances in Life Sciences, 2(3-4): 133-142.

Liu, P. and Yu, M. Jan. 2011. Damage Assessment and Repair in Attack-Resilient Distributed Database Systems. Computer Standards and Interfaces, 33:96-107.

Nguyen, D., Dzwinel, W. and Cios, K.J. Visualization of Highly-Dimensional Data in 3D Space. 11th Int. Conf. on Intelligent Systems Design and Applications (ISDA 2011), Nov. 22-24, 2011, Cordoba, Spain: 225-230.

Mayo, M., Perkins, E. and Ghosh, P. Downstream Exploration of DNA-Bound Searching Proteins: a Diffusion-Reaction Model. IEEE 11th International Conference on Bioinformatics & Bioengineering BIBE 2011: 21-26.

Chaitankar, V., Ghosh, P. and Perkins, E. S-REVEAL: A Scalable implementation of REVEAL for Gene Regulatory Network Reconstruction. IEEE ISDA 2011: 1-6.

Chaitankar, V., Ghosh P., Elasri, M. and Perkins, E. A Scalable Gene Regulatory Network Reconstruction Algorithm Combining Gene Knock-Out Data. Third International Conference on Bioinformatics and Computational Biology, BiCob 2011: 74-79.

Ghosh, P., Mayo, M., Chaitankar, V., Habib, T., Perkins, E. and Das, S.K. Principles of Genomic Robustness Inspire Fault-Tolerant WSN Topologies: A Network Science-Based Case Study. The Seventh IEEE PerCom International Workshop on Sensor Networks and Systems for Pervasive Computing, PerSens 2011: 160-165.

Chen, W., Ward, K., Li, Q., Kecman, V., Najarian, K. and Menke, N. Agent-Based Modeling of Blood Coagulation System: Implementation Using a GPU-Based High Speed Framework. IEEE EMBC11 2011, Simulation, Boston: 145-148.

Salman, R., Kecman, V., Li, Q., Strack, R. and Test, E. Two-Stage Clustering with K-Means Algorithm. In A. Özcan, J. Zizka and D. Nagamalai (Eds.): Communications in Computer and Information Science, 1, Volume 162, Recent Trends in Wireless and Mobile Networks, Part 1,Springer-Verlag, 2011, Berlin, Heidelberg: 110-122.

Salman, R. and Kecman, V. The Effect of Cluster Location and Dataset Size on 2-Stage K-Means Algorithm. 10th International Workshop on Electronics, Control, Measurement and Signals, 10.1109/ IWECMS.2011.5952377, 2011, Liberec, Czech Republic: 1-5.

Belle, A., Hobson, R. and Najarian, K. A Physiological Signal Processing System for Optimal Engagement and Attention Detection. 2011 International Workshop on Biomedical and Health Informatics, part of IEEE International Conference Bioinformatics & Biomedicine, Nov. 12-15, 2011, Atlanta.

Ansari, S., Belle, A., Hobson, R., Ward, K. and Najarian, K. Reduction of Periodic Motion Artifacts from Impedance Plethysmography. 2011 International Workshop on Biomedical and Health Informatics, part of IEEE International Conference Bioinformatics & Biomedicine, Nov. 12-15, 2011, Atlanta.

Wu, J., Davuluri, P., Belle, A., Cockrell, C., Tang, Y., Ward, K., Hobson, R. and Najarian, K. Fracture Detection and Quantitative Measure of Displacement in Pelvic CT Images. 2011 International Workshop on Biomedical and Health Informatics, part of IEEE International Conference Bioinformatics & Biomedicine, Nov. 12-15, 2011, Atlanta.

Davuluri, P., Belle, A., Cockrell, C., Tang, Y., Ward, Najarian, K. and Hargraves, R. A Hybrid Approach for Hemorrhage Segmentation in Pelvic CT Scans. 2011 International Workshop on Biomedical and Health Informatics, part of IEEE International Conference Bioinformatics & Biomedicine, Nov. 12-15, 2011, Atlanta.

Shandilya, S., Ward, K., Kurz, M. and Najarian, K. Predicting Defibrillation Success with a Multiple-Domain Model Using Machine Learning. 2011 IEEE International Conference on Complex Medical Engineering(CME 2011), May 22-25, 2011, Harbin, Heilongjiang, China: 9-14.

Ansari, S., Ward, K. and Najarian, K. A New Method for Motion Artifact Reduction. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society(EMBC '11), 2011, Boston.

Chen, W., Menke, N., Li, Q., Kecman, V. and Najarian, K. Modeling of Blood Coagulation System: Implementation Using a GPU-Based High Speed Framework. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '11), 2011, Boston.

Wu, J., Davuluri, P., Hobson, R., Cockrell, C., Ward, K. and Najarian, K. A New Hierarchical Method for Multi-Level Segmentation of Bone in Pelvic CT Scans. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '11), 2011, Boston.

Luo, Y., Bsoul, R., Ward, K. and Najarian, K. Confidence-Based Classification with Dynamic Conformal Prediction and Its Applications in Biomedicine. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '11), 2011, Boston.

Davuluri, P., Wu, J., Hobson, R., Cockrell, C., Ward, K. and Najarian, K. An Automated Method for Hemorrhage Detection in Traumatic Pelvic Injuries. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '11), 2011, Boston.

Gu, Q., Yu, M., Zang, W. and Liu, P. Lightweight Attacks Against Channel Assignment Protocols in Mimc Wireless Networks. IEEE ICC, Communication and Information System Security Symposium, June 5-9, 2011, Kyoto, Japan: 1-6.

Pan, W., Jing, J., Xia, L., Liu, Z. and Yu, M. An Efficient RSA Implementation Without Precomputation. 7th International Conference on Information Security and Cryptology (INSCRYPT) 2011. Nov. 30-Dec. 3, 2011, Beijing.

Chaitankar, V., Zhang, C., Ghosh, P., Perkins, E., Gong, P. and Deng, Y. 2011. Predictive Minimum Description Length Principle Approach to Infer Gene Regulatory Networks. Springer Advances in Experimental Medicine and Biology,696:37-43.

Cerdeira, L., Schneider, M.P.C., Barbosa, M.S., Ramos, R.T.J., Carneiro, A.R., Santos, R.S., Lima, M., DAFonseca, V., Almeida, S.S., Santos, A.R., Soares, S.C., Pinto, A.C., Ali, A., Barbosa, E., Dorella, F.A., Rocha, F.S., Guimaraes, L.G., Belchior, S.B., Ghosh, P., Zambare, V., Barve, N., Tiwari, S., Barh, D., Miyoshi, A. and Azevedo, V. Corynebacterium pseudotuberculosis PAT10, complete genome. [July 18, 2011] GenBank: CP002924.1

Najarian, K. Methods and Systems for Analysis of Dynamic Biological Pathways, US. Patent 8,065,089, Nov. 22, 2011.

2010 faculty publications

Shin, J.H., Smith, D., Swiercz, W., Staley, K., Rickard, T., Montero, J., Kurgan, L. and Cios, K. 2010. Recognition of Partially Occluded and Rotated Images with a Network of Spiking Neurons. IEEE Transactions on Neural Networks, 21(11):1697-1708.

Yang, T., Kecman, V., Cao, L.-B. 2010. Classification by ALH-Fast Algorithm. Tsinghua Science & Technology, 15(3): 275-280.

Kao, J. W.-H., Berber, S. M. and Kecman, V. 2010. Blind Multiuser Detector for Chaos-Based CDMA Using Support Vector Machine. IEEE Transactions on Neural Networks, 21(8): 1221-1231.

Leonhardt, S., Ahrens, P. and Kecman, V. 2010. Analysis of Tidal Breathing Flow Volume Loops for Automated Lung Function Diagnosis in Infants, IEEE Transactions on Biomedical Engineering, 57(8): 1945-1953.

Mijailovich, S.M., Li, X.-C., del Álamoa, J.C., Griffiths, H., Kecman, V. and Geeves, M.A. 2010. Resolution and Uniqueness of Estimated Parameters of a Model of Thin Filament Regulation in Solution. Computational Biology and Chemistry,34: 19-33.

Yang, T. and Kecman, V. 2010. Face Recognition with Adaptive Local Hyperplane Algorithm. Pattern Analysis & Applications, Springer-Verlag, 13(1): 79-83.

Vasilache, S., Mirshahi, N., Ji, S.Y., Mottonen, J., Jacobs, D.J. and Najarian, K. 2010. A Signal Processing Method to Explore Similarity in Protein Flexibility. Advances in Bioinformatics, vol. 2010, Article ID 454671, doi:10.1155/2010/454671.

Nguyen, C.D., Gardiner, K.J., Nguyen, D., Costa, A. and Cios, K. miDivCon: Framework and Method for Multiple Instance Learning. Tenth International Conference on Intelligent Systems Design and Applications (ISDA 2010), Nov. 29-Dec. 1, 2010, Cairo: 495-500.

Lovelace, J., Rickard, T. and Cios, K. A Spiking Neural Network Alternative for the Analog to Digital Converter. International Joint Conference on Neural Networks at WCCI 2010, Barcelona, Spain, July 18-23, 2010. IEEE: New York, 463-470.

Lim, H.K., Keniston, L.P., Shin, J.H., Nguyen, C.D., Meredith, M.A. and Cios, K. A Neuronal Multisensory Processing Simulator, International Joint Conference on Neural Networks at WCCI 2010, Barcelona, Spain, July 18-23, 2010, IEEE: New York: 281-287

Li, Q., Kecman, V. and Salman, R. A Chunking Method for Euclidean Distance Matrix Calculation on Large Dataset Using Multi-GPU. IEEE’s ICMLA 2010 Conference, Dec. 12-14, 2010, Washington, D.C.

Kao, J.W.H., Berber, S.M. and Kecman, V. Adaptive Multi-Code Chaos-Based CDMA with Unequal Error Protection using Reduced Support Vector Machine. IEEE Global Communication Conference, GLOBECOM 2010, Dec. 6-10, 2010, Miami.

Li, Q., Salman, R. and Kecman, V. An Intelligent System for Accelerating Parallel SVM Classification Problems on Large Datasets Using GPU. IEEE’s ISDA conference 2010, Cairo.

Kao, J.W.H., Berber, S.M. and Kecman, V. Practical Training Data for Support Vector Machine Receiver in a Chaos-Based CDMA. 16th Asia-Pacific Conference on Communications 2010, Oct. 31-Nov. 3, 2010, Auckland, New Zealand.

Li, Q., Salman, R. and Kecman, V. Accelerating Weighted Euclidean Distance and Cosine Similarity Calculation Using GPU. IEEE’s IITA conference 2010, Qinhuangdao, China.

Kao, J.W.H., Berber, S.M. and Kecman, V. Reduced Support Vector Machine Detector for Chaos-Based CDMA Systems. 2010 International Symposium on Spread Spectrum Techniques and Applications 2010, Taichung, Taiwan: 215-220.

Kecman, V. and Brooks, J.P. Locally Linear Support Vector Machines and Other Local Models. WCCI 2010 IEEE World Congress on Computational Intelligence, Barcelona, Spain: 2615-2620.

Vance, T., Reljin, N., Lazarevic, A., Pokrajac, D., Kecman, V., Melikech, N., Marcano, A., Markushin, Y. and McDaniel, S. Classification of LIBS Protein Spectra Using Support Vector Machines and Adaptive Local Hyperplanes, WCCI 2010 IEEE World Congress on Computational Intelligence, Barcelona, Spain: 1207-1213.

Yang, T., Kecman, V., Cao, L. and Zhang, C. Testing Adaptive Local Hyperplane for Multi-Class Classification by Double Cross-Validation. 2010 IEEE World Congress on Computational Intelligence, Barcelona, Spain: 3895-3899.

Kecman, V. and Kikec, M. Erythemato-Squamous Diseases Diagnosis by Support Vector Machines and RBF NN, L. Rutkowski et al. (Eds.). ICAISC 2010, Part I, Lecture Notes in Computer Science, Artificial Intelligence and Soft Computing: 613-620.

Yang, T., Kecman, V., Cao, L. and Zhang, C. Combining Support Vector Machines and the T-Statistic for Gene Selection in DNA Microarray Data Analysis. In M.J. Zaki et al. (Eds.) PAKDD 2010, Part II, LNAI 6119, Springer-Verlag, Berlin, Heidelberg: 55-62.

Chen, W., Cockrell, C., Ward, K. and Najarian, K. Intracranial Pressure Level Prediction in Traumatic Brain Injury by Extracting Features from Multiple Sources and Using Machine Learning Methods. IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010), Dec. 18-21, 2010, Hong Kong.

Ansari, S., Ward, K. and Najarian K. Adaptive Set-Membership Normalized Least Mean Squares: An Adaptive Filter for the Systems with Bounded Noise. Workshop on Mining and Management of Biological and Health Data, part of the 2010 IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010), Dec. 18-21, 2010, Hong Kong.

Shandilya, S., Ward, K. and Najarian, K. A Time-Series Approach for Shock Outcome Prediction Using Machine Learning. First Workshop on Knowledge Engineering, Discovery and Dissemination in Health, part of the 2010 IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010), Dec. 18-21, 2010, Hong Kong.

Bsoul, A.A.R., Ji, S.Y., Ward, K. and Najarian, K. A Unified Signal Processing and Machine Learning Method for Detection of Abnormal Heart Beats Using Electrocardiogram. First Workshop on Knowledge Engineering, Discovery and Dissemination in Health, part of the 2010 IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010), Dec. 18-21, 2010, Hong Kong.

Ansari, S., Belle, A., Ward, K. and Najarian, K. Impedance Plethysmography on the Arms: Respiration Monitoring. First Workshop on Knowledge Engineering, Discovery and Dissemination in Health, part of the 2010 IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010), Dec. 18-21, 2010, Hong Kong.

Vasilache, S., Smith, R., Wu, J., Davuluri, P., Ha, J., Ward, K., Cockrell, C. and Najarian, K. Predicting Pelvic Trauma Severity Using Features Extracted from Records and X-Ray and CT Images. First Workshop on Knowledge Engineering, Discovery and Dissemination in Health, part of the 2010 IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010), Dec. 18-21, 2010, Hong Kong.

Smith, R., Ward, K., Cockrell, C., Ha, J. and Najarian K. Detection of Fracture and Quantitative Assessment of Displacement Measures in Pelvic X-ray Images. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), March 14-19, 2010, Dallas.

Belle, A., Ji, S.Y., Ansari, S., Hakimzadeh, R., Ward, K. and Najarian, K. Frustration Detection with Electroencephalogram Signal using Wavelet Transform, Second International Conference on Advances in Biotechnologies (BIOTECHNO 2010), March 7-13, 2010, Cancun, Mexico.

Mirshahi, N., Demir, S.U., Ward, K., Hobson, R., Hakimzadeh, R. and Najarian, K. A Multi-Resolution Entropic-Based Image Processing Technique for Diagnostic Analysis of Microcirculation Videos. Second International Conference on Advances in Biotechnologies (BIOTECHNO 2010), March 7-13, 2010, Cancun, Mexico.

Demir, S., Mirshahi, N., Ward, K., Hobson, R.S., Hakimzadeh, R. and Najarian, K. Vessel Extraction of Microcirculatory Video Recordings Using Multi-Thresholding Based Verification Algorithm. Second International Conference on Advances in Biotechnologies (BIOTECHNO 2010), March 7-13, 2010, Cancun, Mexico.

Yu, M., Hai, W., Zang, W. and Peng, L. Evaluating Survivability and Costs of Three Virtual Machine-Based Server Architectures, SECRYPT 2010,Article No. 134, July 2010, Seville, Spain.

Heywoong, K., Qijun, Q., Yu, M., Zang, W. and Peng, L. Simulation Framework for Performance Analysis of Multi-Interface and Multi-Channel Wireless Networks in INET/OMNET++. Communications and Networking Simulation Symposium 2010 (CNS 2010), Article No. 101, Orlando, Fla.

Yang, T. and Kecman, V. 2010. Machine Learning by Adaptive Local Hyperplane Algorithm: Theory and Applications, VDM-Verlag, Saarbrücken, Germany.

Gu, Q., Zang, W. and Yu, M., eds. 2010. ICST International Workshop on Security in Emerging Wireless Communication and Networking Systems, Springer.

Cios, K. and Kurgan, L.A. 2010. Machine Learning Algorithms Inspired by Work of Ryszard Spencer Michalski. In J. Koronacki et al. (Eds.) Advances in Machine Learning I, SCI 262, Springer: 49-74.

Murrill, B.W. 2010. Fault-Based Testing, Encyclopedia of Software Engineering, 1(1): 300-307.

Najarian, K. and Vasiliache, S. 2010. Probably Approximately Correct Theory, Statistical Learning Theory. In N.M. Seel (Ed.): Encyclopedia of the Science of Learning, Springer.

2009 faculty publications

Yang, T. and Kecman, V. 2009. Adaptive Local Hyperplane Algorithm for Learning Small Medical Data Sets, Expert Systems. The Journal of Knowledge Engineering, Wiley Interscience, Blackwell Publishing, 26(4): 355-359.

Murphy, R.B., Young, B.R. and Kecman, V. 2009. Optimising Operation of a Biological Wastewater Treatment Application. ISA Transactions,48: 93-97.

Ji, S.Y., Ward, K., Ryan, K., Rickards, C., Convertino, V., Vyas, N., Stivoric, J. and Najarian, K. 2009. Prediction of Hypovolemia Severity Using ECG Signal with Wavelet Transformation Analysis from a Mobile Armband. Circulation, 120:S1441.

Ji, S.Y., Bsoul, A.A.R., Ward, K., Ryan, K., Rickards, C., Convertino, V. and Najarian, K. 2009. Incorporating Physiological Signals to Blood Loss Prediction Based on Discrete Wavelet Transformation. Circulation, 120:S1483.

Bsoul, A.A.R., Ji, S.Y.,Ward, K., Ryan, K., Rickards, C., Convertino, V. and Najarian, K. 2009. Prediction of Severity of Blood Volume Loss Using Features Based on P, T and QRS Waves. Circulation, 120:S1466.

Ward, K., Vyas, N., Ji, S.Y., Rickards, C., Ryan, K., Convertino, V., Jackson, R. and Najarian, K. 2009. Use of Low-Level Physiologic Signals and Machine Learning to Derive Important Homodynamic Variables during Acute Volume Loss. Circulation, 120:S1482-S1483.

Demir, S., Mirshahi, N., Ward, K., Hobson, R. and Najarian, K. 2009. Vessel Segmentation Based on Multi-Thresholding for Diagnostic Analysis of Microcirculation. Circulation, 120:S1491.

Ji, S.Y., Ward, K. and Najarian, K. Nov. 2009. Brain Mapping and Detection of Functional Patterns in fMRI Using Wavelet Transform; Application in Detection of Dyslexia. BMC Medical Informatics and Decision Making, 9: (Suppl. 1):S6.

Chen, W., Smith, R., Ji, S.Y., Ward, K. and Najarian, K. Nov. 2009. Automated Ventricular Systems Segmentation in Brain CT Images by Combining Low-Level Segmentation and High-level Template Matching. BMC Medical Informatics and Decision Making,9 (Suppl. 1):S4.

Vasilache, S., Ward, K. and Najarian, K. Nov. 2009. Unified Wavelet and Gaussian Filtering for Segmentation of CT Images; Application in Segmentation of Bone in Pelvic CT Images. BMC Medical Informatics and Decision Making, 9 (Suppl. 1):S8.

Smith, R. and Najarian, K. 2009. A Hierarchical Method Based on Active Shape Models and Directed Hough Transform for Segmentation of Noisy Biomedical Images; Application in Segmentation of Pelvic X-ray Images. BMC Medical Informatics and Decision Making, 9 (Suppl. 1):S2.

Ji, S.Y., Smith, R., Huynh, T. and Najarian, K. 2009. A Comparative Analysis of Multi-Level Computer-Assisted Decision Making Systems for Traumatic Brain Injuries. BMC Medical Informatics and Decision Making, 9(2).

Choi, H., Wang, J. and Hughes, E. Scheduling for Inform Gathering on Sensor Network. ACM Journal of Wireless Networks, Jan. 2009, 15(1).

Shin, J-H., Smith, D. Swiniarski, R., Dudek, E., White, A., Staley, K. and Cios, K. Analysis of EEG Epileptic Signals with Rough Sets and SVMs. AIME'09 (Artificial Intelligence in Medicine 2009), July 18-22, 2009, Verona, Italy: 325-334.

Thaicharoen, S., Altman, T., Gardiner, K. and Cios, K. Discovering Relational Knowledge from Two Disjoint Sets of Literatures Using Inductive Logic Programming. IEEE Symposium on Computational Intelligence and Data Mining (IEEE CIDM 2009), March 30-April 2, 2009, Nashville, Tenn.: 283-290.

Kecman, V. and Yang, T. Adaptive Local Hyperplane for Regression Tasks. IEEE International Joint Conference on Neural Networks, June 14-19, 2009, Atlanta.: 1566-1570.

Kecman, V. and Yang, T. Protein Fold Recognition with Adaptive Local Hyperplane Algorithm. IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2009), March 31-April 2, 2009, Nashville, Tenn.: 75-78.

Kecman, V. and Brooks, P.J. Locally Linear Support Vector Machines. INFORMS Annual Meeting, TA04, Joint Session ICS/DM Optimization in Data Mining/Machine Learning, presenter P.J. Brooks, Oct. 10-14, 2009, San Diego.

Ansari, S., Najarian, K., Ward, K. and Tiba, M.H. Extraction of Respiratory Rate from Impedance Signal Measured on Arm: A Portable Respiratory Rate Measurement Device. 2009 IEEE Conference on Bioinformatics and Biomedicine (IEEE BIBM 2009), Nov. 2009: 197-202.

Chen, W., Smith, R., Vasilache, S., Najarian, K., Ward, K., Cockrell, C. and Ha, J. Traumatic Pelvic Injury Outcome Prediction by Extracting Features from Relevant Medical Records and X-ray Images. 2009 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2009), Nov. 2009: 291-294.

Vasilache, S., Chen, W., Ward, K. and Najarian, K. Hierarchical Object Recognition in Pelvic CT Images. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2009), Sept. 3-6, 2009: 3533-3536.

Najarian, K., Hakimzadeh, R., Ward, K., Daneshvar, K. and Ji, S.Y. Combining Predictive Capabilities of Transcranial Doppler with Electrocardiogram to Predict Hemorrhagic Shock. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2009), Sept. 3-6, 2009: 2621-2624.

Hakimzadeh, R., Ji, S.Y., Smith, R., Ward, K., Daneshvar, K. and Najarian, K. Processing of Transcranial Doppler for Assessment of Blood Volume Loss. 2009 IEEE International Conference on Information Reuse & Integration (IRI '09), Aug. 10-12, 2009: 6-10.

Bsoul, A.A.R., Ji, S.Y., Ward, K. and Najarian, K. Detection of P, QRS, and T Components of ECG Using Wavelet Transformation. ICME International Conference on Complex Medical Engineering (CME 2009), April 9-11, 2009: 1-6.

Ji, S.Y., Chen, W., Ward, K., Rickard, C., Ryan, K., Convertino, V. and Najarian, K. Wavelet-Based Analysis of Physiological Signals for Prediction of Severity of Hemorrhagic Shock. ICME International Conference on Complex Medical Engineering (CME 2009), April 9-11, 2009: 1-6.

Chen, W. and Najarian, K. Segmentation of Ventricles in Brain CT Images Using Gaussian Mixture Model Method. ICME International Conference on Complex Medical Engineering (CME 2009), April 9-11, 2009: 1-6.

Demir, S., Mirshahi, N., Tiba, H., Draucker, G., Ward, K., Hobson, R. and Najarian, K. Image Processing and Machine Learning for Diagnostic Analysis of Microcirculation. ICME International Conference on Complex Medical Engineering (CME 2009), April 9-11, 2009: 1-5.

Vasilache, S. and Najarian, K. A Unified Method Based on Wavelet Filtering and Active Contour Models for Segmentation of Pelvic CT Images. ICME International Conference on Complex Medical Engineering (CME 2009), April 9-11, 2009: 1-5.

Smith, R. and Najarian, K. Splines and Active Model for Segmentation of Pelvic X-ray Images. ICME International Conference on Complex Medical Engineering (CME 2009), April 9-11, 2009: 1-6.

Olsen, G., Brilliant, S., Primeaux, D. and Najarian, K. An Image-Processing Enabled Dental Caries Detection System. ICME International Conference on Complex Medical Engineering (CME 2009), April 9-11, 2009: 1-8.

Olsen, G., Brilliant, S., Primeaux, D. and Najarian, K. Signal Processing and Machine Learning for Real-Time Classification of Ergonomic Posture with Unobtrusive On-Body Sensors; Application in Dental Practice. ICME International Conference on Complex Medical Engineering (CME 2009), April 9-11, 2009: 1-11.

Wang, J., Choi, H. and Jung, C. A Distributed Wireless Channel Assignment Algorithm with Collision Reduction. International Symposium on Collaborative Technologies and Systems (CTS 2009), Baltimore.

Gajic Z., M. Lim, D. Skataric, W. Su, V. Kecman, Optimal Control of Weakly Coupled Systems and Applications, CRC Press (Francis and Taylor), 2009

Gajic Z., M. Lim, D. Skataric, W. Su, V. Kecman, Optimal Control of Weakly Coupled Systems and Applications, Heritage Publishers, (Special Indian Edition), CRC Press (Francis and Taylor), 2009

2008 faculty publications

Choi, H., Wang, J. and Hughes, E. Jan. 2009. Scheduling for Information Gathering on Sensor Network. ACM Journal of Wireless Networks, 15: 127-140.

Yang, S., Kim, Y. and Choi, H. April 2008. Vehicle Identification using Discrete Spectrums in Wireless Sensor Networks. Journal of Networks, 3(4): 51-63.

Kurgan, L., Cios, K., Zhang, H., Zhang, T., Chen, K., Shen, S. and Ruan, J. 2008. Sequence-based Methods for Real Value Predictions of Protein Structure. Current Bioinformatics, 3(3): 183-196.

Gehrke, A., Sun, S., Kurgan, L., Ahn, N., Resing, K., Kafadar, K. and Cios, K. 2008. Improved Machine Learning Method for Analysis of Gas Phase Chemistry of Peptides. BMC Bioinformatics, 9: 515.

Yen, C-Y and Cios, K. 2008. Image Recognition System Based on Novel Measures of Image Similarity and Cluster Validity. Neurocomputing, 72: 401-412.

Nguyen, C. and Cios, K. 2008. GAKREM: A Novel Hybrid Clustering Algorithm. Information Sciences, 178: 4205-4227.

Nguyen, C., Mannino, M., Gardiner, K. and Cios, K. 2008. ClusFCM: Algorithm for Prediction of Protein Functions Using Homologies and Protein Interactions. Journal of Bioinformatics and Computational Biology, 6(1): 203-222.

Kurgan, L., Cios, K. and Chen, K. 2008. SCPRED: Accurate Prediction of Protein Structural Class for Sequences of Twilight-Zone Similarity with Predicting Sequences. BMC Bioinformatics, 9: 226.

Chiua, R.W.K., Chana, K.C.A., Gao, Y., Laua, V.Y.M., Zhenga, W., Leunge, T.Y., Foof, C.H.F., Xiec, B., Tsuia, N.B.Y, Lun, F.M.F., Zeef, B.C.Y., Laue, T.K., Cantorg, C.R. and Loa, Y.M.D. Dec. 23, 2008. Noninvasive Prenatal Diagnosis of Fetal Chromosomal Aneuploidy by Massively Parallel Genomic Sequencing of DNA in Maternal Plasma. PNAS, 105(51): 20458-20463.

Valentea, A.X.C.N., Roberts, S.B., Buck, G.A. and Gao, Y. 2008. Functional Organization of the Yeast Proteome by a Yeast Interactome Map. PNAS Early Edition: 1-6.

Yang, T. and Kecman, V. 2008. Adaptive Local Hyperplane Classification. Neurocomputing,71: 3001-3004.

Murrill, B.W. Feb. 2008. An Empirical, Path-oriented Approach to Software Analysis and Testing. Journal of Systems and Software, 81(2): 249-261.

Jeong, D.H., Darvish, A., Najarian, K., Yang, J. and Ribarsky, W. Jan. 2008. Interactive Visual Analysis of Time-Series Microarray Data. Visual Computer, 24(12): 1053-1066.

Najarian, K., DeMott II, R. and Cooper, J. 2008. Automatic Target Recognition and Classification in Aerial Photography. International Journal of Systems Signal Control and Engineering Application, 1(1): 1-14.

Wang, J. and Choi, H. Dec. 2008. Efficient Power Allocation for Multi-User OFDM System. GESTS Transactions on Computer Science and Engineering, 51(1).

Wang, J., Masilela, M. and Liu, J. April 2008. Transmission Buffer Management and Node Failure Recovery in Wireless Sensor Networks. Mediterranean Journal of Computers and Networks, 4(2): 44-53.

Wang, J. and Liu, J. Feb. 29, 2008. Uplink Relaying in Hybrid Wireless Networks with Interference Reduction. ACM Journal of Wireless Networks, ISSN 1022-0038 (print), 1572-8196 (online).

Nguyen, C., Gardiner, K., Nguyen, D. and Cios, K. Prediction of Protein Functions from Protein Interaction Networks: A Naïve Bayes Approach. Pacific Rim International Conference on Artificial Intelligence, Dec. 15-19, 2008, Hanoi, Vietnam: 788-798.

Thaichareon, S., Altman, T. and Cios, K. Structure-Based Document Model with Discrete Wavelet Transforms and Its Application to Document Classification. 7th Australasian Data Mining Conference,Nov. 2008, Glenelg, Australia, 87: 209-217.

Yang, T. and Kecman, V. Classification by ALH-Fast Algorithm. Fifth International Symposium on Neural Networks (ISNN 2008), Sept. 24-28, 2008, Beijing, China.

Chen, G., Warren, J., Yang, T. and Kecman, V. Adaptive K-Local Hyperplane (AKLH) Classifiers on Semantic Spaces to Determine Health Consumer Webpage Metadata. 21th IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS 2008), Jyväskylä, Finland: 287-289.

Kao, J., Berber, S. and Kecman, V. Blind Multi-user Detection of a Chaos-based CDMA System Using Support Vector Machines. 10th International Symposium on Spread Spectrum Techniques and Applications 2008, Bologna, Italy.

Ji, Y., Smith, R., Huynh, T. and Najarian, K. A Comparative Analysis of Multi-level Computer-Assisted Decision Making Systems for Traumatic Brain Injuries. BMC Medical Informatics and Decision Making, 9:2.

Najarian, K., DeMott II, R. and Cooper, J. Automatic Target Recognition and Classification in Aerial Photography. International Journal of Systems Signal Control and Engineering Applications 2008, 1(1): 1-14.

Ji, S.Y., Ward, K., Ryan, K., Rickard, C., Convertino, V. and Najarian, K. Heart Rate Variability Analysis Using Wavelet Transform to Predict Severity of Hemorrhagic Shock. American Heart Association (AHA) Resuscitation Science Symposium, Nov. 2008, New Orleans: 93.

Ji, S.Y. and Najarian, K. A Modified Maximum Correlation Modeling Method for fMRI Brain. IEEE Bioinformatics and Biomedicine (BIBM), International Workshop on Biomedical and Hearth Informatics (BHI), Nov. 3-5, 2008, Philadelphia: 64-49.

Chen, W., Smith, R., Ji, S.Y. and Najarian, K. Automated Segmentation of Lateral Ventricles in Brain CT Images. IEEE Bioinformatics and Biomedicine (BIBM), International Workshop on Biomedical and Hearth Informatics (BHI), Nov. 3-5, 2008, Philadelphia: 48-55.

Vasilache, S., Smith, R., Ji, S.Y., Najarian, K. and Huynh, T. Outcome Prediction in Traumatic Pelvic Injuries Using Maximum Similarity and Quality Measures. IEEE Information Reuse and Integration (IRI), July 2008: 82-85.

Vasilache, S. and Najarian, K. Automated Bone Segmentation from Pelvic CT Images. IEEE Bioinformatics and Biomedicine (BIBM), International Workshop on Biomedical and Heart Informatics (BHI), Nov. 3-5, 2008, Philadelphia: 41-47.

Smith, R. and Najarian, K. Automated Segmentation of Pelvic Bone Structure in X-Ray Radiographs Using Active Shape Models and Directed Hough Transform. IEEE Bioinformatics and Biomedicine (BIBM), International Workshop on Biomedical and Heart Informatics (BHI), Nov. 3-5, 2008, Philadelphia: 56-63.

Wang, J. and Liu, J. Video Authentication Against Correlation Analysis Attack in Wireless Network. 10th IEEE International Symposium on Multimedia (ISM 2008), Dec. 15-17, 2008, Berkeley, Calif.

Wang, J. and Choi, H. Defending against Middleman and Collision Attack in Wireless Networks. IEEE International Conference on Communications (ICC'09).

Gajic, Z., Lim, M., Skataric, D., Su, W. and Kecman V.2008. Optimal Control of Weakly Coupled Systems and Applications. CRC Press (Francis and Taylor).