Yun Peng

Affiliations:
  • University of Maryland, Department of Computer Science and Electrical Engineering, Baltimore County, MD, USA


According to our database1, Yun Peng authored at least 71 papers between 1985 and 2017.

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Bibliography

2017
Solving the Local-Minimum Problem in Training Deep Learning Machines.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
Training deep neural networks with gradual deconvexification.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
The normalized risk-averting error criterion for avoiding nonglobal local minima in training neural networks.
Neurocomputing, 2015

Semantic web-based supplier discovery system for building a long-term supply chain.
Int. J. Comput. Integr. Manuf., 2015

A framework to canonicalize manufacturing service capability models.
Comput. Ind. Eng., 2015

2014
A pairwise algorithm for training multilayer perceptrons with the normalized risk-averting error criterion.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013
Overcoming the Local-Minimum Problem in Training Multilayer Perceptrons with the NRAE-MSE Training Method.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Overcoming the local-minimum problem in training multilayer perceptrons by gradual deconvexification.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Ontology-Based Dynamic Forms for Manufacturing Capability Information Collection.
Proceedings of the Advances in Production Management Systems. Sustainable Production and Service Supply Chains, 2013

A Framework for Developing Manufacturing Service Capability Information Model.
Proceedings of the Advances in Production Management Systems. Sustainable Production and Service Supply Chains, 2013

2012
Bayesian Network Revision with Probabilistic Constraints.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2012

Overcoming the Local-Minimum Problem in Training Multilayer Perceptrons with the NRAE Training Method.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

2011
Extensible Dynamic Form approach for supplier discovery.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

2010
Bayesian Network Reasoning with Uncertain Evidences.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2010

Integrating Probability Constraints into Bayesian Nets.
Proceedings of the ECAI 2010, 2010

2009
Semantic Similarity Analysis of XML Schema using Grid Computing.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

BayesOWL: A Prototype System for Uncertainty in Semantic Web.
Proceedings of the 2009 International Conference on Artificial Intelligence, 2009

2008
A layered approach to semantic similarity analysis of XML schemas.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

An Efficient Method for Probabilistic Knowledge Integration.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

2007
Learning the Semantic Meaning of a Concept from the Web.
Proceedings of the Advances in Artificial Intelligence, 2007

2006
Belief Update in Bayesian Networks Using Uncertain Evidence.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

2005
Search on the Semantic Web.
Computer, 2005

Modifying Bayesian Networks by Probability Constraints.
Proceedings of the UAI '05, 2005

A Bayesian Network Approach to Ontology Mapping.
Proceedings of the Semantic Web - ISWC 2005, 4th International Semantic Web Conference, 2005

Finding and Ranking Knowledge on the Semantic Web.
Proceedings of the Semantic Web - ISWC 2005, 4th International Semantic Web Conference, 2005

On Homeland Security and the Semantic Web: A Provenance and Trust Aware Inference Framework.
Proceedings of the AI Technologies for Homeland Security, 2005

A Framework for Bayesian Network Mapping.
Proceedings of the Proceedings, 2005

Swoogle: Searching for Knowledge on the Semantic Web.
Proceedings of the Proceedings, 2005

2004
Quantitative Agent Service Matching.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

A Probabilistic Extension to Ontology Language OWL.
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

Swoogle: a search and metadata engine for the semantic web.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2002
A Neural Network Approach to Approximating Map in Belief Networks.
Int. J. Neural Syst., 2002

ITtalks: A Case Study in the Semantic Web and DAML+OIL.
IEEE Intell. Syst., 2002

Agent Communication in DAML World.
Proceedings of the Innovative Concepts for Agent-Based Systems, 2002

Semantic Resolution for E-commerce.
Proceedings of the Innovative Concepts for Agent-Based Systems, 2002

Learning in the Broker Agent.
Proceedings of the Innovative Concepts for Agent-Based Systems, 2002

Agents Making Sense of the Semantic Web.
Proceedings of the Innovative Concepts for Agent-Based Systems, 2002

An Extended Bayesian Belief Network Model of Multi-agent Systems for Supply Chain Managements.
Proceedings of the Innovative Concepts for Agent-Based Systems, 2002

Ontologies as a New Cost Factor in Enterprise Integration.
Proceedings of the Enterprise Inter- and Intra-Organizational Integration: Building International Consensus, 2002

2001
ITTALKS: A Case Study in the Semantic Web and DAML.
Proceedings of SWWS'01, The first Semantic Web Working Symposium, Stanford University, California, USA, July 30, 2001

ITTALKS: An Application of Agents in the Semantic Web.
Proceedings of the Engineering Societies in the Agents World II, 2001

2000
A Mean Field Approach to MAP in Belief Networks.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

B2B E-Commerce Infrastructure Using Agents and Standards - A Potential Impact Analysis and Architecture.
Proceedings of the Global Engineering, 2000

Multi-Agent Systems, Internet and Applications - Introduction.
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

Modeling Agent Systems by Bayesian Belief Networks.
Proceedings of the Formal Approaches to Agent-Based Systems, First International Workshop, 2000

Using Colored Petri Nets for Conversation Modeling.
Proceedings of the Issues in Agent Communication, 2000

1999
Constructing belief networks from realistic data.
Int. J. Intell. Syst., 1999

Agent communication languages: the current landscape.
IEEE Intell. Syst., 1999

Agent-Based Approach for Manufacturing Integration: The Ciimplex Experience.
Appl. Artif. Intell., 1999

An Agent-Based Infrastructure for Enterprise Integration.
Proceedings of the 1st International Symposium on Agent Systems and Applications / 3rd International Symposium on Mobile Agents (ASA/MA '99), 1999

A neural network approach to MAP in belief networks.
Proceedings of the International Joint Conference Neural Networks, 1999

The Interoperability Problem: Bringing together Mobile Agents and Agent Communication Languages.
Proceedings of the 32nd Annual Hawaii International Conference on System Sciences (HICSS-32), 1999

Agent Development with Jackal.
Proceedings of the Third Annual Conference on Autonomous Agents, 1999

1998
Mobile agents can benefit from standards efforts on interagent communication.
IEEE Commun. Mag., 1998

Computational Models for the Formation of Protocell Structures.
Artif. Life, 1998

A Multi-Agent System for Enterprise Integration.
Proceedings of the Third International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, 1998

1996
A neural network learning method for belief networks.
Int. J. Intell. Syst., 1996

1995
Relaxing backpropagation networks as associative memories.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994
High-specificity neurological localization using a connectionist model.
Artif. Intell. Medicine, 1994

1993
Local conditions for phase transitions in neural networks with variable connection strengths.
Neural Networks, 1993

A connectionist approach to diagnostic problem solving using causal networks.
Inf. Sci., 1993

Minimizing Complexity in Cellular Automata Models of Self-Replication.
Proceedings of the 1st International Conference on Intelligent Systems for Molecular Biology, 1993

1992
A Connectionist Approach to Vertex Covering Problems.
Int. J. Neural Syst., 1992

1991
Design and Analysis of Competition-Based Neural Networks.
Complex Syst., 1991

1989
A connectionist model for diagnostic problem solving.
IEEE Trans. Syst. Man Cybern., 1989

A comfort measure for diagnostic problem solving.
Inf. Sci., 1989

1987
A Probabilistic Causal Model for Diagnostic Problem Solving Part II: Diagnostic Strategy.
IEEE Trans. Syst. Man Cybern., 1987

A Probabilistic Causal Model for Diagnostic Problem Solving Part I: Integrating Symbolic Causal Inference with Numeric Probabilistic Inference.
IEEE Trans. Syst. Man Cybern., 1987

Diagnostic problem-solving with causal chaining.
Int. J. Intell. Syst., 1987

1986
Plausibility of Diagnostic Hypotheses: The Nature of Simplicity.
Proceedings of the 5th National Conference on Artificial Intelligence. Philadelphia, 1986

1985
A formal model of diagnostic inference, II. Algorithmic solution and application.
Inf. Sci., 1985


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