All Stories

  1. MSHTrans: Multi-Scale Hypergraph Transformer with Time-Series Decomposition for Temporal Anomaly Detection

    Article • August 2025, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  2. Machine Learning for Infectious Disease Risk Prediction: A Survey

    Article • ACM Computing Surveys, March 2025, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  3. LLaCE: Locally Linear Contrastive Embedding

    Article • May 2024, ACM (Association for Computing Machinery)

    Professor Jiming Liu, Ruichen Liu

  4. Epidemiology-aware Deep Learning for Infectious Disease Dynamics Prediction

    Article • October 2023, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  5. A Novel Graph Indexing Approach for Uncovering Potential COVID-19 Transmission Clusters

    Article • ACM Transactions on Knowledge Discovery from Data, February 2023, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  6. Reinforcement Learning in Healthcare: A Survey

    Article • ACM Computing Surveys, January 2023, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  7. EpiRep: Learning Node Representations through Epidemic Dynamics on Networks

    Article • October 2019, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  8. Even central users do not always drive information diffusion

    Article • Communications of the ACM, January 2019, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  9. Ontology-based Graph Visualization for Summarized View

    Article • November 2017, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  10. Hybrid Adaptive Classifier Ensemble

    Article • IEEE Transactions on Cybernetics, February 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  11. WaaS: Wisdom as a Service

    Article • IEEE Intelligent Systems, November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  12. Cooperative and penalized competitive learning with application to kernel-based clustering

    Article • Pattern Recognition, September 2014, Elsevier

    Professor Jiming Liu

  13. Inferring Epidemic Network Topology from Surveillance Data

    Article • PLOS One, June 2014, PLOS

    Professor Jiming Liu

  14. A belief-based model for characterizing the spread of awareness and its impacts on individuals' vaccination decisions

    Article • Journal of The Royal Society Interface, March 2014, Royal Society Publishing

    Professor Jiming Liu

  15. Social Intelligence and Technology

    Article • IEEE Intelligent Systems, March 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  16. Inferring Metapopulation Based Disease Transmission Networks

    Article • January 2014, Springer Science + Business Media

    Professor Jiming Liu

  17. Detecting multiple stochastic network motifs in network data

    Article • Knowledge and Information Systems, August 2013, Springer Science + Business Media

    Professor Jiming Liu

  18. Detecting stochastic temporal network motifs for human communication patterns analysis

    Article • August 2013, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  19. A cooperative group optimization system

    Article • Soft Computing, June 2013, Springer Science + Business Media

    Professor Jiming Liu, Dr. Xiao-Feng Xie

  20. Identifying the Relative Priorities of Subpopulations for Containing Infectious Disease Spread

    Article • PLOS One, June 2013, PLOS

    Professor Jiming Liu

  21. Guest editorial–Wisdom Web of Things (W2T)

    Article • World Wide Web, May 2013, Springer Science + Business Media

    Professor Jiming Liu

  22. Epidemics of computer viruses: A complex-network approach

    Article • Applied Mathematics and Computation, April 2013, Elsevier

    Professor Jiming Liu

  23. Modeling and Restraining Mobile Virus Propagation

    Article • IEEE Transactions on Mobile Computing, March 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  24. Speeding up k-Means algorithm by GPUs

    Article • Journal of Computer and System Sciences, March 2013, Elsevier

    Professor Jiming Liu

  25. A Complex Systems Approach to Infectious Disease Surveillance and Response

    Article • January 2013, Springer Science + Business Media

    Professor Jiming Liu

  26. Hierarchical community detection with applications to real-world network analysis

    Article • Data & Knowledge Engineering, January 2013, Elsevier

    Professor Jiming Liu

  27. Self-Organizing Agents for Efficient Sustainable Resource Utilization

    Article • December 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  28. A novel computer virus propagation model and its dynamics

    Article • International Journal of Computer Mathematics, November 2012, Taylor & Francis

    Professor Jiming Liu

  29. Malaria transmission modelling: a network perspective

    Article • Infectious Diseases of Poverty, November 2012, Springer Science + Business Media

    Professor Jiming Liu

  30. Towards understanding the robustness of energy distribution networks based on macroscopic and microscopic evaluations

    Article • Energy Policy, October 2012, Elsevier

    Professor Jiming Liu

  31. Characterizing and Extracting Multiplex Patterns in Complex Networks

    Article • IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics), April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  32. On the Spectral Characterization and Scalable Mining of Network Communities

    Article • IEEE Transactions on Knowledge and Data Engineering, February 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  33. An Enhanced Mechanism for Agent Capability Reuse

    Article • January 2012, Springer Science + Business Media

    Professor Jiming Liu, Henry Zane

  34. Detecting Multiple Stochastic Network Motifs in Network Data

    Article • January 2012, Springer Science + Business Media

    Professor Jiming Liu

  35. Clustering-Based Media Analysis for Understanding Human Emotional Reactions in an Extreme Event

    Article • January 2012, Springer Science + Business Media

    Professor Jiming Liu

  36. A Naïve Hypergraph Model of Brain Networks

    Article • January 2012, Springer Science + Business Media

    Professor Jiming Liu

  37. Stochastic Network Motif Detection in Social Media

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  38. Based on Bipartite Graph Label Gene Extraction Algorithm of Network Structure

    Article • International Journal of Biology, September 2011, Canadian Center of Science and Education

    Professor Jiming Liu

  39. Brain Informatics

    Article • IEEE Intelligent Systems, September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  40. Discovering Explorative Patterns from Real-World Complex Networks

    Article • July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  41. Toward understanding the optimization of complex systems

    Article • Artificial Intelligence Review, June 2011, Springer Science + Business Media

    Professor Jiming Liu

  42. Toward Effective Vaccine Deployment: A Systematic Study

    Article • Journal of Medical Systems, May 2011, Springer Science + Business Media

    Professor Jiming Liu

  43. SEMANTIC MAPPING FROM NATURAL LANGUAGE QUESTIONS TO OWL QUERIES

    Article • Computational Intelligence, May 2011, Wiley

    Professor Jiming Liu

  44. People-Oriented Web

    Article • International Journal of People-Oriented Programming, January 2011, IGI Global

    Professor Jiming Liu

  45. Adaptive Immunization in Dynamic Networks

    Article • January 2011, Springer Science + Business Media

    Professor Jiming Liu

  46. Robust and Stable Small-World Topology of Brain Intrinsic Organization during Pre- and Post-Task Resting States

    Article • January 2011, Springer Science + Business Media

    Professor Jiming Liu

  47. Community Adaptive Educational Games

    Article • January 2011, Springer Science + Business Media

    Professor Jiming Liu

  48. Particle Competition and Cooperation for Uncovering Network Overlap Community Structure

    Article • January 2011, Springer Science + Business Media

    Professor Jiming Liu

  49. Evolving choice structures for genetic programming

    Article • Information Processing Letters, September 2010, Elsevier

    Professor Jiming Liu

  50. Two perspectives to investigate the intrinsic organization of the dynamic and ongoing spontaneous brain activity in humans

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  51. Speeding up K-Means Algorithm by GPUs

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  52. Introduction to brain informatics

    Article • Cognitive Systems Research, March 2010, Elsevier

    Professor Jiming Liu

  53. Improving POMDP Tractability via Belief Compression and Clustering

    Article • IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics), February 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  54. Discovering Communities from Social Networks: Methodologies and Applications

    Article • January 2010, Springer Science + Business Media

    Professor Jiming Liu

  55. Characterizing Multiplex Social Dynamics with Autonomy Oriented Computing

    Article • January 2010, Springer Science + Business Media

    Professor Jiming Liu

  56. Effective epidemic control via strategic vaccine deployment

    Article • January 2010, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  57. An Autonomy-Oriented Computing Mechanism for Modeling the Formation of Energy Distribution Networks: Crude Oil Distribution in U.S. and Canada

    Article • January 2010, Springer Science + Business Media

    Professor Jiming Liu

  58. Multirelational Topic Models

    Article • December 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  59. A general growth model for the emergence of power-law distributions

    Article • October 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  60. A Multi-Agent Based Decentralized Algorithm for Social Network Community Mining

    Article • July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  61. Guest Editors' Introduction: Knowledge and Data Engineering for E-Learning

    Article • IEEE Transactions on Knowledge and Data Engineering, June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  62. Complex Network Clustering Algorithms

    Article • Journal of Software, April 2009, China Science Publishing & Media Ltd.

    Professor Jiming Liu

  63. An autonomy-oriented computing approach to community mining in distributed and dynamic networks

    Article • Autonomous Agents and Multi-Agent Systems, March 2009, Springer Science + Business Media

    Professor Jiming Liu

  64. Active Media Technology

    Article • January 2009

    Professor Jiming Liu

  65. A Distributed Immunization Strategy Based on Autonomy-Oriented Computing

    Article • January 2009, Springer Science + Business Media

    Professor Jiming Liu

  66. A Dynamic Trust Network for Autonomy-Oriented Partner Finding

    Article • January 2009, Springer Science + Business Media

    Professor Jiming Liu

  67. Virus Propagation and Immunization Strategies in Email Networks

    Article • January 2009, Springer Science + Business Media

    Professor Jiming Liu

  68. Agents and Data Mining Interaction

    Article • January 2009

    Professor Jiming Liu

  69. Learning to rank using evolutionary computation

    Article • January 2009, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  70. Distributed Individual-Based Simulation

    Article • January 2009, Springer Science + Business Media

    Professor Jiming Liu

  71. On Compressibility and Acceleration of Orthogonal NMF for POMDP Compression

    Article • January 2009, Springer Science + Business Media

    Professor Jiming Liu

  72. Autonomy-Oriented Computing for Web Intelligence and Brain Informatics

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  73. On Modularity of Social Network Communities: The Spectral Characterization

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  74. Discovering the Dynamics in a Social Memory Network

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  75. An Approach to Deep Web Crawling by Sampling

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  76. The realization of multifunctional guitar effectors&synthesizer based on ADSP-BF533

    Article • November 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  77. An Operable Email Based Intelligent Personal Assistant

    Article • World Wide Web, September 2008, Springer Science + Business Media

    Professor Jiming Liu

  78. Research on finding community structure based on filtration network model

    Article • June 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  79. Exploring complex networks by thermal flux spreading

    Article • June 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  80. Graph coloring by multiagent fusion search

    Article • Journal of Combinatorial Optimization, February 2008, Springer Science + Business Media

    Professor Jiming Liu, Dr. Xiao-Feng Xie

  81. Discovering global network communities based on local centralities

    Article • ACM Transactions on the Web, February 2008, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  82. Autonomy-Oriented Computing (AOC): The Nature and Implications of a Paradigm for Self-Organized Computing

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  83. On emergent complex behaviour, self-organised criticality and phase transitions in multi-agent systems: autonomy oriented computing (AOC) perspectives

    Article • International Journal of Modelling Identification and Control, January 2008, Inderscience Publishers

    Professor Jiming Liu

  84. Autonomy-Oriented Computing (AOC)

    Article • December 2007, Wiley

    Professor Jiming Liu

  85. Mechanism Design for Clustering Aggregation by Selfish Systems

    Article • October 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  86. Community Mining from Signed Social Networks

    Article • IEEE Transactions on Knowledge and Data Engineering, October 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  87. Time Dissociative Characteristics of Numerical Inductive Reasoning: Behavioral and ERP Evidence

    Article • August 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  88. An Autonomy Oriented Computing (AOC) Approach to Distributed Network Community Mining

    Article • July 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  89. AUTONOMY-ORIENTED SOCIAL NETWORKS MODELING: DISCOVERING THE DYNAMICS OF EMERGENT STRUCTURE AND PERFORMANCE

    Article • International Journal of Pattern Recognition and Artificial Intelligence, June 2007, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  90. Computing as an Evolving Discipline: 10 Observations

    Article • Computer, May 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  91. A Mini-Swarm for the Quadratic Knapsack Problem

    Article • April 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu, Dr. Xiao-Feng Xie

  92. Envisioning intelligent information technologies through the prism of web intelligence

    Article • Communications of the ACM, March 2007, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  93. Dynamic Supply Chain Integration through Intelligent Agents

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  94. A novel orthogonal NMF-based belief compression for POMDPs

    Article • January 2007, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  95. A Constraint-based Method for Semantic Mapping from Natural Language Questions to OWL

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  96. Web Intelligence Meets Brain Informatics

    Article • January 2007, Springer Science + Business Media

    Professor Jiming Liu

  97. Perspective of Applying the Global E-mail Network

    Article • December 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  98. From Local Behaviors to the Dynamics in an Agent Network

    Article • December 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  99. Toward nature-inspired computing

    Article • Communications of the ACM, October 2006, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  100. Service-Oriented Distributed Data Mining

    Article • IEEE Internet Computing, July 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  101. Towards Network Autonomy

    Article • January 2006, Springer Science + Business Media

    Professor Jiming Liu

  102. Integrating Value-Directed Compression and Belief Space Analysis for POMDP Decomposition

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  103. Developing Intelligent Applications in Social E-Mail Networks

    Article • January 2006, Springer Science + Business Media

    Professor Jiming Liu

  104. E-Service/Process Composition Through Multi-agent Constraint Management

    Article • January 2006, Springer Science + Business Media

    Professor Jiming Liu, Dr. Xiao-Feng Xie

  105. How autonomy oriented computing (AOC) tackles a computationally hard optimization problem

    Article • January 2006, ACM (Association for Computing Machinery)

    Professor Jiming Liu, Dr. Xiao-Feng Xie

  106. Agent-based load balancing on homogeneous minigrids: macroscopic modeling and characterization

    Article • IEEE Transactions on Parallel and Distributed Systems, July 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  107. ON KNOWLEDGE GRID AND GRID INTELLIGENCE: A SURVEY

    Article • Computational Intelligence, May 2005, Wiley

    Professor Jiming Liu

  108. Autonomous Intelligent Systems: Agents and Data Mining

    Article • January 2005

    Professor Jiming Liu

  109. Anycast-Based Cooperative Proxy Caching

    Article • January 2005, Springer Science + Business Media

    Professor Jiming Liu

  110. The Wisdom Web – A Grand Intellectual Undertaking

    Article • January 2005, Springer Science + Business Media

    Professor Jiming Liu

  111. A Massively Multi-agent System for Discovering HIV-Immune Interaction Dynamics

    Article • January 2005, Springer Science + Business Media

    Professor Jiming Liu

  112. Characterizing Complex Behavior in (Self-organizing) Multi-agent Systems

    Article • January 2005, Springer Science + Business Media

    Professor Jiming Liu

  113. Reasoning Based on the Distributed β-PSML

    Article • January 2005, Springer Science + Business Media

    Professor Jiming Liu

  114. World Wide Wisdom Web (W4) and Autonomy Oriented Computing (AOC): What, When, and How?

    Article • January 2005, Springer Science + Business Media

    Professor Jiming Liu

  115. An Enhanced Massively Multi-agent System for Discovering HIV Population Dynamics

    Article • January 2005, Springer Science + Business Media

    Professor Jiming Liu

  116. The Dynamics of Peer-to-Peer Tasks: An Agent-Based Perspective

    Article • January 2005, Springer Science + Business Media

    Professor Jiming Liu

  117. Evaluating the Minority Game strategy in agent role assignments

    Article • January 2005, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  118. Characterizing autonomic task distribution and handling in grids

    Article • Engineering Applications of Artificial Intelligence, October 2004, Elsevier

    Professor Jiming Liu

  119. Multi-agent collaborative service and distributed problem solving

    Article • Cognitive Systems Research, September 2004, Elsevier

    Professor Jiming Liu

  120. Intelligent agents and data mining for cognitive systems

    Article • Cognitive Systems Research, September 2004, Elsevier

    Professor Jiming Liu

  121. Rational competition and cooperation in ubiquitous agent communities

    Article • Knowledge-Based Systems, August 2004, Elsevier

    Professor Jiming Liu

  122. MULTIPHASE GENETIC PROGRAMMING: A CASE STUDY IN SUMO MANEUVER EVOLUTION

    Article • International Journal of Pattern Recognition and Artificial Intelligence, June 2004, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  123. Characterizing web usage regularities with information foraging agents

    Article • IEEE Transactions on Knowledge and Data Engineering, May 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  124. Spatial Reasoning and Planning

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  125. Introduction

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  126. Multi-phase sumo maneuver learning

    Article • Robotica, January 2004, Cambridge University Press

    Professor Jiming Liu

  127. Agent Networks: Topological and Clustering Characterization

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  128. Concluding Remarks

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  129. Interesting Problems in Spatial Reasoning and Planning

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  130. Methodology of Spatial Reasoning and Planning

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  131. How to Reason about Velocity Relationships

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  132. Overview of Spatial Reasoning and Planning Techniques

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  133. How to Make Spatial Measurements and Maps

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  134. How to Represent Qualitative Spatial Relationships

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  135. How to Reason about Mechanism Configurations

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  136. How to Plan Robot Motions

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  137. From Individual Based Modeling to Autonomy Oriented Computation

    Article • January 2004, Springer Science + Business Media

    Professor Jiming Liu

  138. Towards autonomous service composition in a grid environment

    Article • January 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  139. PROPERTIES OF CLUSTERING COEFFICIENT IN RANDOM AGENT NETWORKS

    Article • April 2003, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  140. FROM ASSOCIATED IMPLICATION NETWORKS TO INTERMARKET ANALYSIS

    Article • April 2003, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  141. An adaptive user interface based on personalized learning

    Article • IEEE Intelligent Systems, March 2003, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  142. Agent-Based Characterization of Web Regularities

    Article • January 2003, Springer Science + Business Media

    Professor Jiming Liu

  143. The World Wide Wisdom Web (W4)

    Article • January 2003, Springer Science + Business Media

    Professor Jiming Liu

  144. New Challenges in the World Wide Wisdom Web (W4) Research

    Article • January 2003, Springer Science + Business Media

    Professor Jiming Liu

  145. Agent Compromises in Distributed Problem Solving

    Article • January 2003, Springer Science + Business Media

    Professor Jiming Liu

  146. Multiagent diffusion and distributed optimization

    Article • January 2003, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  147. Agent network topology and complexity

    Article • January 2003, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  148. Multiagent diffusion and distributed optimization

    Article • January 2003, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  149. Agent network topology and complexity

    Article • January 2003, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  150. Macroscopic model of agent-based load balancing on grids

    Article • January 2003, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  151. DISTRIBUTED PROBLEM SOLVING WITHOUT COMMUNICATION — AN EXAMINATION OF COMPUTATIONALLY HARD SATISFIABILITY PROBLEMS

    Article • International Journal of Pattern Recognition and Artificial Intelligence, December 2002, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  152. EDITORIAL

    Article • International Journal of Pattern Recognition and Artificial Intelligence, December 2002, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  153. AN EVOLUTIONARY MULTIAGENT DIFFUSION APPROACH TO OPTIMIZATION

    Article • International Journal of Pattern Recognition and Artificial Intelligence, September 2002, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  154. MARKOV DECISION APPROACH FOR TIME-CONSTRAINED TRADING IN ELECTRONIC MARKETPLACE

    Article • International Journal of Information Technology & Decision Making, September 2002, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  155. Multi-agent oriented constraint satisfaction

    Article • Artificial Intelligence, March 2002, Elsevier

    Professor Jiming Liu

  156. On adaptive agentlets for distributed divide-and-conquer: a dynamical systems approach

    Article • IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans, March 2002, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  157. Collective perception in massive, open, and heterogeneous multi-agent environment

    Article • January 2002, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  158. Self-organized autonomous web proxies

    Article • January 2002, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  159. Understanding emergent web regularities with information foraging agents

    Article • January 2002, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  160. A genetic agent-based negotiation system

    Article • Computer Networks, October 2001, Elsevier

    Professor Jiming Liu

  161. Autonomous Agents and Multi-Agent Systems

    Article • August 2001, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  162. Agent Engineering

    Article • June 2001

    Professor Jiming Liu

  163. Self-Organized Intelligence

    Article • June 2001, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  164. Multiagent Robotic Systems

    Article • May 2001

    Professor Jiming Liu

  165. ALIFE: A MULTIAGENT COMPUTING PARADIGM FOR CONSTRAINT SATISFACTION PROBLEMS

    Article • International Journal of Pattern Recognition and Artificial Intelligence, May 2001, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  166. INTRODUCTION

    Article • International Journal of Pattern Recognition and Artificial Intelligence, May 2001, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  167. E-Commerce Agents

    Article • January 2001

    Professor Jiming Liu

  168. Autonomous Agents and Multi-Agent Systems

    Article • January 2001, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  169. Towards Efficient Data Re-mining (DRM)

    Article • January 2001, Springer Science + Business Media

    Professor Jiming Liu

  170. Evolutionary Negotiation in Agent-Mediated Commerce

    Article • January 2001, Springer Science + Business Media

    Professor Jiming Liu

  171. A dynamic mechanism for time-constrained trading

    Article • January 2001, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  172. Agent Engineering

    Article • January 2001

    Professor Jiming Liu

  173. Active Media Technology

    Article • January 2001

    Professor Jiming Liu

  174. Autonomy Oriented Load Balancing in Proxy Cache Servers

    Article • January 2001, Springer Science + Business Media

    Professor Jiming Liu

  175. Web Intelligence (WI) Research Challenges and Trends in the New Information Age

    Article • January 2001, Springer Science + Business Media

    Professor Jiming Liu

  176. A new uncertainty measure for belief networks with applications to optimal evidential inferencing

    Article • IEEE Transactions on Knowledge and Data Engineering, January 2001, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  177. Qualitative Discovery in Medical Databases

    Article • January 2000, Springer Science + Business Media

    Professor Jiming Liu

  178. Discovering User Behavior Patterns in Personalized Interface Agents

    Article • January 2000, Springer Science + Business Media

    Professor Jiming Liu

  179. Multi-agent Integer Programming

    Article • January 2000, Springer Science + Business Media

    Professor Jiming Liu

  180. Evolutionary group robots for collective world modeling

    Article • January 1999, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  181. Organizing synthetic agent behaviors based on a motif architecture

    Article • January 1999, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  182. Distributed Autonomous Agents for Chinese Document Image Segmentation

    Article • International Journal of Pattern Recognition and Artificial Intelligence, February 1998, World Scientific Pub Co Pte Lt

    Professor Jiming Liu

  183. Reactive agents for adaptive image analysis

    Article • January 1998, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  184. Modeling and learning robot manipulation strategies

    Article • January 1998, Springer Science + Business Media

    Professor Jiming Liu

  185. Behavioral self-organization in lifelike agents

    Article • January 1998, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  186. Adaptation and learning in animated creatures

    Article • January 1997, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  187. A method of learning implication networks from empirical data: algorithm and Monte-Carlo simulation-based validation

    Article • IEEE Transactions on Knowledge and Data Engineering, January 1997, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  188. C4: a software environment for modeling self-organizing behaviors of autonomous robots and groups

    Article • Robotica, January 1997, Cambridge University Press

    Professor Jiming Liu

  189. Consistent dynamical system observers for nondeterministic event modeling

    Article • Information Sciences, October 1996, Elsevier

    Professor Jiming Liu

  190. Towards a virtual work-bench for robotics training

    Article • Robotica, September 1996, Cambridge University Press

    Professor Jiming Liu

  191. Robot assembly planning using a task grammar augmented with heuristic knowledge

    Article • Journal of Intelligent Manufacturing, June 1996, Springer Science + Business Media

    Professor Jiming Liu

  192. Exploring the applications of user-expertise assessment for intelligent interfaces

    Article • January 1993, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  193. Experimental results on user knowledge assessment with an evidential reasoning methodology

    Article • January 1993, ACM (Association for Computing Machinery)

    Professor Jiming Liu

  194. Web Intelligence Meets Immunology

    Article • Springer Science + Business Media

    Professor Jiming Liu

  195. An Efficient Probabilistic Approach to Network Community Mining

    Article • Springer Science + Business Media

    Professor Jiming Liu

  196. A Compact Multiagent System based on Autonomy Oriented Computing

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu, Dr. Xiao-Feng Xie

  197. The Minority Game Strategy in Team Competition: How and When?

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  198. Modeling and Simulating the Dynamics of Service Agent Networks

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  199. Multimedia Data Mining and Searching Through Dynamic Index Evolution

    Article • Springer Science + Business Media

    Professor Jiming Liu

  200. Ontoplan: semantic web based planning

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  201. Resource Optimization in Heterogeneous Web Environments

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  202. Autonomy-Oriented Computing (AOC), Self-organized Computability, and Complex Data Mining

    Article • Springer Science + Business Media

    Professor Jiming Liu

  203. Analytical and experimental results on multiagent cooperative behavior evolution

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  204. Evolutionary diffusion optimization. II. Performance assessment

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  205. Adaptive distributed caching

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  206. Evolutionary diffusion optimization.I. Description of the algorithm

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  207. Mining associated implication networks: computational intermarket analysis

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  208. Anycast-Based Cooperative Proxy Caching: Preliminary Results

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  209. Evolutionary image processing

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  210. Information acquisition and storage of forms in document processing

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  211. Efficiency of emergent constraint satisfaction in small-world and random agent networks

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  212. Modeling agent-based load balancing with time delays

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  213. Assembly planning based on a task grammar augmented with qualitative heuristic knowledge

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  214. Web Intelligence (WI)

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  215. A Learning-Based Model for Semantic Mapping from Natural Language Questions to OWL

    Article • Springer Science + Business Media

    Professor Jiming Liu

  216. Spam Filtering and Email-Mediated Applications

    Article • Springer Science + Business Media

    Professor Jiming Liu

  217. A Method of Distributed Problem Solving on the Web

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  218. Distributed Reasoning Based on Problem Solver Markup Language (PSML) - A Demonstration through Extended OWL -

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  219. Introduction to E-Commerce Agents: Marketplace Marketplace Solutions, Security Issues, and Supply and Demand

    Article • Springer Science + Business Media

    Professor Jiming Liu

  220. Evolutionary self-organization of an artificial potential field map with a group of autonomous robots

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  221. A method of learning implication networks from empirical data: algorithms and Monte Carlo simulation based validation

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  222. Evidential inference with embedded pattern classifiers: towards a medical expert system for diagnosis

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  223. Modeling agent-based task handling in a peer-to-peer grid

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  224. From local behaviors to global performance in a multi-agent system

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  225. Minority game strategies in dynamic multi-agent role assignment

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu

  226. Aggregating local behaviors based upon a discrete lagrange multiplier method

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Jiming Liu