posted by user: lbcao || 2718 views || tracked by 11 users: [display]

AAMAS-ADMI 2010 : Special Sessions: Data Mining for Agent Learning, Data Mining for Agent Intelligence Enhancement


When May 10, 2010 - May 14, 2010
Where Toronto, Canada
Submission Deadline Feb 20, 2010
Notification Due Mar 5, 2010
Final Version Due Mar 15, 2010
Categories    artificial intelligence   data mining   software engineering   machine learning

Call For Papers

Apologize if you receive more than one copy.

Paper deadline: FEBRUARY 20, 2010, 23:59:59 PDT

** The proceedings will be published by Springer LNAI **
** Format can be Springer LNAI with up to 12 pages**
** Papers should be submitted through the ADMI'10 submission system lined to the ADMI'10 website**

Call For Papers to
The Sixth International Workshop on Agents and Data Mining Interaction (ADMI-10)
MAY 10-14, 2010 Toronto, Canada

Held in conjunction with
The Ninth International Conference on
Autonomous Agents and Multiagent Systems (AAMAS2010)

Important dates:
" Electronic submission of full papers: February 20, 2010
" Notification of paper acceptance: March 5, 2010
" Camera-ready copies of accepted papers: March 15, 2010
" AAMAS-2010 workshop: May 10-11, 2010

Call for papers to Special Sessions with AAMAS-ADMI10
" Agent Behavior Analysis
Submissions on data mining and machine learning for analyzing, learning, planning
and negoatiating agent behaviors in multi-agent ssytems, etc.
" Agent-based Cloud, Distributed, and Peer-to-Peer Data Mining
Submissions on agent-based cloud, distributed and peer-to-peer computing for data mining, database management,
enterprise applications integration, etc.
" Data Mining for Agent Intelligence Enhancement
Submissions on data mining and machine learning for enhancing agent intelligence, etc.
" Data Mining for Agent Learning
Submissions on data mining and machine learning for enhancing agent learning, reasoning and
adaptation in complex environment, etc.

Call for papers to general sessions

The workshop welcomes theoretical work and applied disseminations aiming to:
" exploit agent-enriched data mining and machine learning, and demonstrate how agent technology can
contribute to critical data mining and machine learning problems in theory and practice;
" improve data mining-driven agents and systems, and show how data mining and machine learning
can strengthen agent intelligence and intelligent systems in research and practical applications;
" explore the integration of agents and data mining towards a super-intelligent system
and intelligent information processing;
" identify challenges and directions for future research and development in agent mining, through
the synergy and interaction amongst relevant fields; and
" report workable applications and case studies of agent mining.

Topics: Contributions on the following and other related topics are solicited:
" Challenges and prospects in agent mining
" Theoretical foundation for agent mining
" Agent-driven data analysis, knowledge discovery and machine learning
" Data mining-driven agents and multi-agent systems and intelligent systems
" Performance evaluation and validation in agent mining
" Emerging agent mining applications and lessons learned

About ADMI Workshop Series

History: The International Workshop on Agents and Data Mining Interaction (ADMI-10) consolidates several efforts in
promoting the interaction and integration between multi-agent systems and data mining
data warehousing. ADMI-10 is a consolidation and re-allocation of the ADMI workshop series
initated in 2006 and the AIS-ADM workshop series started in 2005.

Scope: The ADMI workshop series provides a premier forum for sharing research and engineering results,
as well as potential challenges and prospects encountered in the coupling crossing autonomous
agents and multi-agent systems, data mining and knowledge discovery, data wareshousing,
machine learning, and artificial intelligence and intelligent systems.

Post-workshop publication:
" The ADMI-10 Proceedings will be published by Springer-Verlag as a volume of LNCS/LNAI series.
" Special Issues on Agent Mining (to be confirmed).

General Co-Chair:
" Gerhard Weiss
University of Maastricht, Netherlands
" Philip S Yu
University of Illinois at Chicago USA

" Longbing Cao
University of Technology Sydney, Australia
" Ana Bazzan
Universidade Federal do Rio Grande do Sul
Instituto de Informatica, Brasil
" Pericles A. Mitkas,
Aristotle University of Thessaloniki, Greece
" Vladimir Gorodetsky
Russian Academy of Sciences, St. Petersburg.

Supported by
Agent-Mining Interaction and Integration
Special Interest Group (AMII-SIG)

Longbing Cao, Ana Bazzan, Pericles A. Mitkas, Vladimir Gorodetsky

Related Resources

MLDM 2023   18th International Conference on Machine Learning and Data Mining
ICMLA 2022   IEEE International conference on Machine Learning and Applications
MLDM 2023   18th International Conference on Machine Learning and Data Mining
AAMAS 2022   International Conference on Autonomous Agents and Multiagent Systems
WSDM 2023   Web Search and Data Mining
ACM-Ei/Scopus-ITNLP 2022   2022 2nd International Conference on Information Technology and Natural Language Processing (ITNLP 2022) -EI Compendex
IEEE SSCI 2023   2023 IEEE Symposium Series on Computational Intelligence
ICDM 2023   23th Industrial Conference on Data Mining
AIMLNET 2022   2nd International conference on AI, Machine Learning in Communications and Networks
DMCIT 2023   2023 7th International Conference on Data Mining, Communications and Information Technology (DMCIT 2023)