Chuanyi Ji

According to our database1, Chuanyi Ji authored at least 72 papers between 1990 and 2017.

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Bibliography

2017
Resilience of Energy Infrastructure and Services: Modeling, Data Analytics, and Metrics.
Proceedings of the IEEE, 2017

2016
Resilience of Energy Infrastructure and Services: Modeling, Data Analytics and Metrics.
CoRR, 2016

2015
Dynamic resilience for power distribution and customers.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

2014
Learning Geotemporal Nonstationary Failure and Recovery of Power Distribution.
IEEE Trans. Neural Netw. Learning Syst., 2014

2013
Learning Geo-Temporal Non-Stationary Failure and Recovery of Power Distribution
CoRR, 2013

Dynamic modeling and resilience for power distribution.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

2012
Non-Stationary Random Process for Large-Scale Failure and Recovery of Power Distributions
CoRR, 2012

Joint Approximation of Information and Distributed Link-Scheduling Decisions in Wireless Networks
CoRR, 2012

Stochastic queuing models for distributed PV energy.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Large-Scale Network-Service Disruption: Dependencies and External Factors.
IEEE Trans. Network and Service Management, 2011

Inferring cascading network-power disruptions and sustainability.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010
Anomaly Detection Approaches for Communication Networks.
Proceedings of the Algorithms for Next Generation Networks, 2010

Randomized and distributed self-configuration of wireless networks: two-layer Markov random fields and near-optimality.
IEEE Trans. Signal Processing, 2010

Scalable diagnosis in IP networks using path-based measurement and inference: A learning framework.
J. Visual Communication and Image Representation, 2010

2009
Scalability of network-failure resilience: analysis using multi-layer probabilistic graphical models.
IEEE/ACM Trans. Netw., 2009

An information-theoretic view of network-aware malware attacks.
IEEE Trans. Information Forensics and Security, 2009

Distributed Preemption Decisions: Probabilistic Graphical Model, Algorithm and Near-Optimality
CoRR, 2009

2008
Randomized Distributed Configuration Management of Wireless Networks: Multi-layer Markov Random Fields and Near-Optimality
CoRR, 2008

An Information-Theoretical View of Network-Aware Malware Attacks
CoRR, 2008

Large-Scale Inference of Network-Service Disruption upon Natural Disasters.
Proceedings of the Knowledge Discovery from Sensor Data, 2008

Spatial-Temporal Characteristics of Internet Malicious Sources.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

2007
Resilience of all-optical network architectures under in-band crosstalk attacks: a probabilistic graphical model approach.
IEEE Journal on Selected Areas in Communications, 2007

Optimal worm-scanning method using vulnerable-host distributions.
IJSN, 2007

Understanding Localized-Scanning Worms.
Proceedings of the 26th IEEE International Performance Computing and Communications Conference, 2007

Measuring Network-Aware Worm Spreading Ability.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Scalable Fault Diagnosis in IP Networks using Graphical Models: A Variational Inference Approach.
Proceedings of IEEE International Conference on Communications, 2007

2006
Resilient Architecture of All-Optical Networks: Probabilistic Graphical Models for Crosstalk Attack Propagation.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

A Scalable Probing-based Approach for Congestion Detection using Message Passing.
Proceedings of IEEE International Conference on Communications, 2006

2005
On the scalability of network management information for inter-domain light-path assessment.
IEEE/ACM Trans. Netw., 2005

Guest Editorial Introduction to the Special Issue on Adaptive Learning Systems in Communication Networks.
IEEE Trans. Neural Networks, 2005

Spatial-temporal modeling of malware propagation in networks.
IEEE Trans. Neural Networks, 2005

A self-learning worm using importance scanning.
Proceedings of the 2005 ACM Workshop on Rapid Malcode, 2005

Role of machine learning in configuration management of ad hoc wireless networks.
Proceedings of the 1st Annual ACM Workshop on Mining Network Data, 2005

Nearly optimal distributed configuration management using probabilistic graphical models.
Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems, 2005

Near-Optimal Algorithm for Self-configuration of Ad-hoc Wireless Networks.
Proceedings of the Computational Science, 2005

Importance-scanning worm using vulnerable-host distribution.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
Modeling Network Traffic in Wavelet Domain.
The Computer Science Journal of Moldova, 2004

2003
Anomaly detection in IP networks.
IEEE Trans. Signal Processing, 2003

Network Management Information For Light-Path Assessment: Trade-off between Performance and Complexity.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

2002
Measurement-based network monitoring and inference: scalability and missing information.
IEEE Journal on Selected Areas in Communications, 2002

Guest editorial.
IEEE Journal on Selected Areas in Communications, 2002

CDMA network capacity over shadowing channels.
Proceedings of the 12th IEEE International Symposium on Personal, 2002

A Unified Framework for Understanding Network Traffic Using Independent Wavelet Models.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

2001
Bounding the performance of dynamic channel allocation with QoS provisioning for distributed admission control in wireless networks.
IEEE Trans. Vehicular Technology, 2001

Modeling heterogeneous network traffic in wavelet domain.
IEEE/ACM Trans. Netw., 2001

Capability based admission control for broadband CDMA networks.
Proceedings of the 54th IEEE Vehicular Technology Conference, 2001

Capacity trade-offs for heterogeneous traffic over large scale fading channels in CDMA networks.
Proceedings of the IEEE International Conference on Communications, 2001

2000
Properties of network faults.
Proceedings of the Networked Planet: Management Beyond 2000, 2000

Admission of Multimedia Traffic for Third Generation CDMA Network.
Proceedings of the Proceedings IEEE INFOCOM 2000, 2000

Comparison of the independent wavelet models to network traffic.
Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000

1999
Statistical Detection of Enterprise Network Problems.
J. Network Syst. Manage., 1999

Bounding the Performance of Dynamic Channel Allocation with QoS Provisioning for Distributed Admission Control in Wireless Networks.
Proceedings of the Proceedings IEEE INFOCOM '99, 1999

Approximation Capability of Independent Wavelet Models to Heterogeneous Network Traffic.
Proceedings of the Proceedings IEEE INFOCOM '99, 1999

Fault Prediction at the Network Layer using Intelligent Agents.
Proceedings of the 1999 IEEE/IFIP International Symposium on Integrated Network Management, 1999

1998
A unified approach on fast training of feedforward and recurrent networks using EM algorithm.
IEEE Trans. Signal Processing, 1998

Fast training of recurrent networks based on the EM algorithm.
IEEE Trans. Neural Networks, 1998

Capacity of Two-Layer Feedforward Neural Networks with Binary Weights.
IEEE Trans. Information Theory, 1998

Intelligent Agents for Proactive Fault Detection.
IEEE Internet Computing, 1998

Modeling video traffic using wavelets.
IEEE Communications Letters, 1998

Modeling Video Traffic in the Wavelet Domain.
Proceedings of the Proceedings IEEE INFOCOM '98, The Conference on Computer Communications, Seventeenth Annual Joint Conference of the IEEE Computer and Communications Societies, Gateway to the 21st Century, San Francisco, CA, USA, March 29, 1998

1997
Combinations of weak classifiers.
IEEE Trans. Neural Networks, 1997

How initial conditions affect generalization performance in large networks.
IEEE Trans. Neural Networks, 1997

An Efficient EM-based Training Algorithm for Feedforward Neural Networks.
Neural Networks, 1997

Network Synthesis through Data-Driven Growth and Decay.
Neural Networks, 1997

Wavelet Models for Video Time-Series.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Proactive Network Fault Detection.
Proceedings of the Proceedings IEEE INFOCOM '97, 1997

Automated Proactive Anomaly Detection.
Proceedings of the Integrated Network Management V, 1997

1996
Combinations of Weak Classifiers.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1993
Generalization Error and the Expected Network Complexity.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

1991
The VC-Dimension versus the Statistical Capacity of Multilayer Networks.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

The VC-Dimension vs. the Statistical Capacity for Two Layer Networks with Binary Weights.
Proceedings of the Fourth Annual Workshop on Computational Learning Theory, 1991

1990
Generalizing Smoothness Constraints from Discrete Samples.
Neural Computation, 1990


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