Chuanyi Ji
· S. Erjongmanee, C. Ji, J. Stokely, N. Hightower, “Large-Scale Network Service Disruption upon Natural Disaster: Inference Using Sensory Measurements and Human Inputs,” to appear Lecture Notes of Computer Science, Springer (an extended version from Proc. of Sensor-KDD Workshop, Las Vegas, Aug. 2008).
· S. Erjongmanee and C. Ji, “Inferring Large-Scale Network Service Disruption Using Sensory Measurements and Human Inputs,” Proc. of Sensor-KDD Workshop, Las Vegas, Aug. 2008
· S. Jeon and C. Ji, “Randomized Distributed Configuration Management of Wireless Networks: Multi-Layer Markov Random Fields and Near Optimality,” in review, preprint at arXiv:0809.1916.
· G. Liu and C. Ji, “Network-Failure Resilience: Scalability Analysis Using Multi-Layer Probabilistic Graphical Models,” IEEE/ACM Trans. Networking, Vol. 17, Number 1, pp. 319-331, Feb. 2009.
· G. Liu and C. Ji, “Cross-Layer Probabilistic Graphical Models for Resilience of All Optical Networks Under Cross-Talk Attacks,” IEEE Journal of Selected Area of Communications (JSAC), Part Supplement, Vol.25, Issue 3, pp. 2-17, April 2007.
· G. Liu, C. Ji and V. Chan, “On the Scalability of Network Management Information for Inter-Domain Light Path Assessment,” IEEE/ACM Trans. Networking, Vol. 13, Issue 1, Feb. 2005, pp. 160-172, March 2005
· C. Ji and A. Elwalid, “Measurement-Based Network Monitoring: Achievable Performance and Scalability,” Special Issue on Recent Advances in Fundamentals of Network Management, IEEE Journal of Selected Areas of Communications (JSAC), Vol. 20, No. 4, pp. 714-725, May 2002
· Parlos, C. Ji, T. Parisini, M. Bagliettigo and KC Claffy, Guest Editorial at Special Issue on “Intelligent Systems in Computer Networks, Telecommunication and Internet Technologies,” IEEE Trans. Neural Networks, 2005.
· V. Chan, A. Elwalid, C. Ji and Y. Yemini, Guest Editorial in Special Issue on “Recent Advances in Fundamentals of Network Management,” IEEE Journal of Selected Areas of Communication, Vol. 20, No. 4, pp. 653-654, May 2002
· S. Jeon and C. Ji, “Nearly-Optimal Algorithm for Self-Configuration of Ad-hoc Wireless Networks,’’ Lecture Notes of Computer Science, Springer, 2005 (from Proceedings of The Second International Workshop on Active and Programmable Grids Architectures and Components, May 2005.)
· S. Jeon and C. Ji, “Nearly-Optimal Distributed Configuration Management of Ad Hoc Wireless Networks Using Probabilistic Graphical Models”, The first International Workshop on Resource Provisioning and Management of Sensor Networks, 2005
· R. Narasimha, S. Dihidar, C. Ji and S. W. McLaughlin, “Scalable Fault Detection for IP Networks using Variational Inference,” IEEE Communication Conference (ICC), 2007.
· R. Narasimha, S. Dihidar, C. Ji and S. McLaughlin, “A Scalable Probing-based Approach for Congestion Detection using Message Passing,” ICC, 2006.
· G. Liu and C. Ji, “Resilient Architecture of All-Optical Networks: Probabilistic Graphical models for Crosstalk Attack Propagation”, IEEE International Symposium of Information Theory (ISIT), Seattle, July 2006.
· R. Narasimha, S. Dihidar, C. Ji and S. McLaughlin, “A Scalable Approach to Congestion Localization using Coding Theory”, Allerton Conference, September 2005.
· S. Jeon and C. Ji, “Role of Machine Leaning in Self-Configuration of Ad-hoc Wireless Networks”, SIGCOMM Workshop Mining Network Data, Aug. 2005.
· S. Jeon and C. Ji, “Nearly-Optimal Algorithm for Self-Configuration of Ad-hoc Wireless Networks,’’ Proceedings of The Second International Workshop on Active and Programmable Grids Architectures and Components, May 2005.
· G. Liu and C. Ji, “Probabilistic Graphical Models for Cross-Talk Attacks of All-Optical Networks," Optical Fiber Conference (OFC) , March 2005.
· G. Liu, C. Ji and V. Chan, "Network Management Informtion for Light Path Accessment: Trade-off between Performance and Complexity", Proceeding INFOCOM, Sanfrancisco, March, 2003.
· G. Liu, C. Ji and V. Chan, "On Network Management Information for Light-Path Assessment", in Proceedings of the 40th Allerton Conference of Communication and Computing, Allerton Illinois, 2002.
· C. Ji, V. Chen and G. Liu, "Network Management Information for Light-Path Assessment", Proceeding of International Symposium of Information Theory, Lausane, Switzerland, July, 2002.
· C. Ji and A. Elwalid, ''Measurement-Based Network Monitoring: Missing Data Formulation and Scalability Analysis'', Proceeding International Symposium of Information Theory, Napoli, Italy, June 2000
· Z. Chen and C. Ji, “An Information Theoretical View of Network-Aware Attacks”, accepted IEEE Trans. Information Forensics and Security, preprint at arXiv:0805.0802, 2008
· Z. Chen and C. Ji, “Importance-Scanning Malware Propagation,” International Journal of Network Security, 2007
· Z. Chen and C. Ji, “Spatial Temporal Modeling of Malware Propagation in Networks,” Special Issue of Adaptive Learning Systems in Networking, IEEE Trans Neural Networks, 2005.
· Z. Chen, C. Ji and P. Barford, “Spatial Temporal Characteristics of Internet Malicious Sources,” Infocom Mini-Conference, April 2008.
· Z. Chen and C. Ji, “Vulnerable Host Distribution and Malware Scanning,’’ Proc. INFOCOM 2007.
· Z. Chen, C. Chen, and C. Ji, “Understanding Localized-Scanning Worms,” IEEE IPCCC, May 2007.
· Z. Chen and C. Ji, “Intelligent Worms: Searching for Preys”, National Mathematics Awareness Month on Internet Security, 2006
· Z. Chen and C. Ji, “A Self-Learning Worm Using Importance Scanning”, WORM Workshop, Washington DC, Oct. 2005.
· Z. Chen and C. Ji, “A Novel Worm based on Vulnerable-Host Distribution Information via Importance Scanning”, IEEE International Conference GLOBECOM 2005.
· M Thottan, G. Liu and C. Ji, “Anomaly Detection Approaches for Communication Networks,” to appear in Algorithms for Next Generation Networks, edited by G. Cormode and M. Thottan.
· M. Thottan and C. Ji, “Anomaly Detection in IP Networks,” Special Issue of Signal Processing in Networking, IEEE Trans. Signal Processing, vol. 51 Issue: 8, pp. 2191 -2204 Aug. 2003
· M. Thottan and C. Ji, “Using Network Fault Detection to Enable IP Traffic Management,” Journal of Network Management, 2000
· C. Hood and C. Ji, “Intelligent Monitoring for Network Fault Management,” in Computational Intelligence in Telecommunications Networks edited by W. Pedrcyz and A. Vasilakos, CRC Press, September 2000.
· M. Thottan and C.Ji, “Statistical Detection of Enterprise Network Problems,” Journal of Network and Systems Management, 7(1): pp. 27-45, 1999.
· M. Thottan and C. Ji, “Proactive Anomaly Detection Using Distributed Intelligent Agents,” IEEE Network, Special Issue on Network Management, Sept ./Oct. 1998.
· C. Hood and C. Ji, “Intelligent Processing Agents for Network Fault Detection,” IEEE Internet Computing, Vol. 2, No.2, p. 65-72, March/April, 1998
· C. Hood and C. Ji, “Proactive Network Fault Detection,” IEEE Trans. Reliability, Vol. 46, No.3, pp. 333-341, Sept. 1997.
· M. Thottan and C. Ji, ''Properties of Network Faults’’, Proceeding of Network Operations and Management Symposium (NOMS), 2000 IEEE/IFIP, Page(s): 941-942
· M.Thottan and C.Ji, ''Predicting Network Problems Using Smart IP Agents'', Proc. International Conference on Network Management (IM), Boston, May 1999
· C. Hood and C. Ji, '' Proactive Network Fault Detection'', Proceedings of IEEE INFOCOM, 1149-1157, Kobe, Japan, Mar. 1997
· C. Hood and C. Ji, ''Beyond Thresholds: An Alternative Method for Extracting Information from Network Measurements'', Proceedings of IEEE GLOBECOM, Vol.1, 487-491, Phoenix, Arizona, Oct. 1997
· C. Hood and C. Ji, ''Automated Proactive Anomaly Detection'', Proceedings of IEEE International Conference of Network Management (IM), 688-699, San Diego, California, May 1997
· C. Hood and C. Ji, ''Probabilistic Network Fault Detection", Proceedings of IEEE GLOBECOM, Vol., 1872-1876, London, England, 1996
· C. Hood and C. Ji “An Intelligent Monitoring Hierarchy for Network Management,” Proceedings of International Workshop on Applications of Neural Networks to Telecommunications, May 1995, pp. 250-257.
· C. Hood and C. Ji, ''Intelligent Network Monitoring'', Proceedings of IEEE Workshop of Neural Network in Signal Processing, Boston, 1995
· C. Hood and C. Ji, ''An Intelligent Hierarchy Monitoring System for Network Management'', Proceedings International Workshop of Applications of Neural Network in Telecommunications, 250-257, Stockholm, Sweden, 1995
· S. Ma and C. Ji, “Modeling Heterogeneous Network Traffic in Wavelet Domain,” IEEE/ACM Trans. Networking, Vol.9, Issue 5, 634-649, Oct. 2001
· S. Ma and C. Ji, “Modeling Network Traffic in Wavelet Domain,” to appear at the special issue on traffic modeling, International Journal on Chaos Theory and Applications.
· S. Ma and C. Ji, “Modeling of Video Traffic Using Wavelets,” IEEE Communications Letters, Vol. 2, No. 4, pp. 100-103, April 1998.
· X. Tian, J. Wu and C. Ji, "A Unified View of Heterogeneous Network Traffic: Impact of Network Load", Proceeding of INFOCOM, New York, June 2002
· X. Tian, S. Ma and C. Ji, ''Comparison of the Independent Wavelet Models to Network Traffic’’, Proceeding of GLOBECOM 2000, Volume: 3, 2000 Page(s): 1448 -1452 vol.3
· X. Tian, J. Wu and C. Ji, ''Approximation Capability of Independent Wavelet Models to Heterogeneous Network Traffic'', Proc. IEEE INFOCOM, New York, 1999
· S. Ma and C. Ji, ''Wavelet Domain Modeling of VBR Video Traffic'', Proceedings of IEEE INFOCOM, Vol. 1, 201-208, San Francisco, California, Mar. 1998
· S. Ma and C. Ji, ''Wavelet Models for Video Time Series'', Proceedings of Neural Information Processing Systems: Natural and Synthetic (NIPS), Denver, Colorado, Nov. 1997
· S. Ma and C. Ji, ''Time-Scale and Wavelet Models for Video Traffic’’, Proceedings of Allerton Conference of Communication Control and Computing, Allerton, Illinois, Sept. 1997
· S. Ma and C. Ji, “Combinations of Weak Classifiers in Supervised Learning,’’ in Pattern Recognition and String Matching edited by D. Chen and X. Cheng, Kluwer Academic Publisher, Nov. 2003.
· S. Ma and C. Ji, “Performance and Efficiency: Recent Advances in Supervised Learning,” Proceedings of The IEEE, Sept/Oct, 1999.
· S. Ma and C. Ji, “A Unified Approach on Fast Training of Feedforward and Recurrent Networks Using EM Algorithm,” IEEE Trans. Signal Processing, Vol .46, No. 8, pp. 2270-2274, Aug., 1998
· S. Ma and C. Ji, “Fasting Training of Recurrent Networks Based on EM-Algorithm,” IEEE Trans. Neural Networks, Vol. 9, No.1, pp. 11-26, Jan. 1998
· C. Ji and D. Psaltis, “The Capacity of Two Layer Feedforward Neural Networks with Binary Weights,” IEEE Trans. Information Theory, Vol. 44, No.1, pp. 256-268, Jan. 1998
· C. Ji and D. Psaltis, “Data-Driven Network Synthesis Algorithm: Addition and Deletion,’’ Neural Networks, Vol. 10 (6), pp. 1133-1141, Aug. 1997
· A. Atiya and C. Ji, “How Initial Conditions Affect Generalization Performance in Large Networks,’’ IEEE Trans. Neural Networks, Vol. 8, pp. 448-451, Mar. 1997
· S. Ma, C. Ji and J. Farmer, “An Efficient EM-based Algorithms for Feedforward Networks,” Neural Networks, Vol. 10(2), pp. 243-256, Mar. 1997
· C. Ji and S. Ma, “Combinations of Weak Classifiers,” IEEE Trans. Neural Networks, Special Issue on Neural Networks and Pattern Recognition, Vol. 8, 32-42, Jan. 1997.
· C. Ji, R. Snapp and D. Psaltis, “Generalizing Smoothness Constraint from Discrete Data,’’ Neural Computation, Vol. 2, pp. 188-197, 1990
· C. Ji and S. Ma, ''Combined Weak Classifiers'', Proceedings of Neural Information Processing Systems: Natural and Synthetic (NIPS), 494-500, Denver, Colorado, 1996
· S. Ma and C. Ji, ''An EM-Based Algorithm for Recurrent Neural Networks", Proceedings of IEEE International Symposium of Information Theory, Whistler, Canada, 1995
· S. Ma and C. Ji, ''An Algorithm for Recurrent Networks Based on EM-Algorithm'', Proceedings of IEEE World Congress of Neural Networks, Washington DC, 1995
· T. Demiral, S. Ma and C. Ji, ''Combined Power of Weak Classifiers’’, Proceedings of IEEE World Congress of Neural Networks, Washington DC, 1995
· C. Ji, `''Combined Power of Weak Classifiers - A Case Analysis", Proceedings of the 30th Allerton Conference of Communication and Computing, 545-551, Allerton, Illinois, 1995
· C. Ji, ''Generalization Error and The Expected Network Complexity'', Proceedings of Neural Information Processing Systems: Natural and Synthetic (NIPS), 367-374, Denver, Colorado, 1993
· C. Ji and D. Psaltis, ''Capacity of Two-Layer Networks with Binary Weights'', Proceedings of IEEE International Symposium on Information Theory, San Antonio, Texas, 1993
· C. Ji, ''Is The Distribution-Free Sample Bound for Generalization Tight?'', Proceeding of IEEE International Joint Conference on Neural Network, 954-959, Washington DC, 1992
· C. Ji and D. Psaltis, ''The Information Capacity and the Universal Sample Bound for Generalization'', Proceedings of Neural Information Processing Systems: Natural and Synthetic (NIPS), 928-935, Denver, Colorado, 1991
· C. Ji and D. Psaltis, ''The VC-Dimension vs. the Statistical Capacity for Two Layer Network with Binary Weights", Proceedings of the Fourth Workshop on Computational Learning Theory, 250-256, Santa Cruz, California, 1991
· C. Ji and D. Psaltis, ''Capacity of a Two-Layer Network with Binary Weights'', Proceedings of IEEE International Joint Conference on Neural Network, 127-132, Seattle, Washington, 1991
· Sideris, A. Yamamura, C. Ji and D. Psaltis, ''Neural Network Control of a Two-Link Manipulator’’, Proceedings of the 29th IEEE Conference on Decision and Control, Hawaii, 1990
· X. Tian and C. Ji, “Bounding the Performance of Dynamic Channel Allocation with QoS Provisioning for Distributed Admission Control in Wireless Networks,” IEEE Trans. Vehicular Technology, Vol. 50, Issue 2, 388-397, March, 2001
· D. Shen and C Ji, ''Performance Evaluation under Traffic Heterogeneity in CDMA Networks’’, Proceeding of GLOBECOM, Volume: 6, 2001, Page(s): 3709-3713
· D. Shen and C. Ji, ''CDMA Network Capacity over Shadowing Channels’’, Proceeding of Personal, Indoor and Mobile Radio Communications, 2001 12th IEEE International Symposium, Volume: 1, Sept. 2001, Page(s): 149-155
· D. Shen and C. Ji, ''Capacity-Based Admission Control for Broadband CDMA Networks’’, Proceeding of VTC 2001 Fall, VTS 54th, Volume: 1, 2001 Page(s): 202-20
· D. Shen and C. Ji, ''Capacity Trade-offs for Heterogeneous Traffic over Large scale Fading Channels in CDMA Networks’’, Proceeding of ICC 2001, IEEE International Conference on Communications, Volume: 6, 2001, Page(s): 1718-1722
· D. Shen and C. Ji, ''Admission Control of Heterogeneous Traffic for Third Generation CDMA Network'', Proceeding of INFOCOM, Isreal, March 2000
· X. Tian and C. Ji, ''Bounding The Performance of Dynamic Channel Allocation with QoS Provisioning for Distributed Admission Control in Wireless Networks'', Proc. IEEE INFOCOM, New York, 1999
· X. Tian and C. Ji, ''QoS Provisioning with Distributed Call Admission Control in Wireless Networks", Proceedings of IEEE International Conference of Communications, Vol. 2, 797-801, June 1998
· C. Ji and S.A. Kassam, “Convex Boundary Arrays for Coherent and Incoherent Imaging,” in Apodization-Coherent Optical Systems (Milestone Papers), J. P. Mills and B. Thompson, Eds., Vol. MS 119, SPIE Optical Engineering Press, 1996.
· C. Ji, S.A. Kassam and R.T. Hoctor, “Aperture Synthesis for Rectangular Boundary Arrays,” Journal of Acoustical Society of America, Vol. 89, pp. 799-810, 1991
· C. Ji, R.R. Hoctor and S.A. Kassam, “Boundary Arrays for Coherent and Incoherent Imaging,’’ IEEE Series F: Radar, Communications and Sig. Proc., Vol. 128, pp. 210-220, Oct. 1989.
· C. Ji and S. A. Kassam, ''Convex Boundary Arrays for Coherent and Incoherent Imaging'', Proceeding of IEEE International Conference Acoustic Speech Signal Processing, 1220-1223, 1988
· Ji and S.A. Kassam, ''Low-Sidelobe Pattern Synthesis for Imaging Systems Using Two-Dimensional Boundary Arrays", Digest IEEE International Symposium Antenna and Propagation, Philadelphia, 1986
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