Jafar I. Adibi

 
 
Slelected Publication
 
Link Discovery  
 
  • V. Qazvinian and A. Rasoulian, J. Adibi, Observations on Failure in Blogs. submitted to International Conference on Weblogs and Social Media. (ICWSM'07)
  • V. Qazvinian and A. Rasoulian, J. Adibi, A Large-Scale Study on Persian Weblogs, in the Proceedings of Workshop on Text-Mining & Link-Analysis (TextLink 2007), The Twentieth International Joint Conference on Artificial Intelligence. Heydarabad, India, January, 2007.
  • J. Adibi, Information Theoretical Models for Relationship Simplification”, Third Conference on Mathematical Methods in Counterterrorism, CMMC 2006 (talk)
  • J. Adibi, T. Barrett, H. Chalupsky, J. Chame, M. Hall and J. Shin, Processing-In-Memory Technology for Knowledge Discovery Algorithms". Second International Workshop on Data Management on New Hardware, SIGMOD-PODS 2006
  • Adibi J, Shetty, J., Discovering Important Nodes via Graph Entropy: The case of Enron Email Dataset, LinkKDD-2005, in conjunction with KDD2005.
  • Adibi J, Chalupsky, H., Group Detection on Incremental Data Streams, Working Together: Research & Development Partnerships in Homeland Security, 2005.(poster)
  • Adibi J, Chalupsky, H., Scalable Group Detection via a Mutual Information Model, International Conference on Intelligence Analysis Methods and Tools (IA 2005).
  • Adibi, J. Link Discovery via a Mutual Information Model: From Graphs to Ordered Lists" , DIMACS Workshop on Applications of Order Theory to Homeland Defense and Computer Security, Sep 2004, Rutgers.
  • Adibi, J., Cohen, P. and. Morrison, C. " Measuring Confidence Intervals in Link Discovery: A Bootstrap Approach , ICDM 2004.

  • Adibi J, Chalupsky, H., Melz, E. and Valente A. , The KOJAK Group Finder: Connecting the Dots via Integrated Knowledge-Based and Statistical Reasoning, IAAI 2004.
  • Adibi, J., Cohen, P. and. Morrison, C., Measuring Confidence Intervals in Link Discovery: A Bootstrap Approach, in Workshop on Link Analysis and Group Detection (LinkKDD2004) in conjunction with The Tenth ACM SIGKDD, August 2004.
  • " Sutton, C., Morrison, C., Cohen, P., Moody, L, and Adibi, J. A Bayesian Blackboard for Information Fusion, Fusion 2004.

  • " R. Sadri, C. Zaniolo, A. Zarkesh, J. Adibi, Expressing and Optimizing Sequence Queries in Database Systems, ACM Transactions on Database Systems (TODS), 2004.

  • Adibi, J."Real World Characteristics of Link Discovery Databases", accepted in Workshop on Data Mining for Counter Terrorism and Security, May 3, 2003, San Francisco, CA. with the Third SIAM International Conference on Data Mining (SDM 2003)
 
Data Mining  
 
  • Adibi, J., Shen, W., "Mining Sequential Data through Layered Phases", in preparation.

  • Adibi, J., Faloutsos, C. "Workshop Report: Fractal Dimensions and Self-Similarity in Data Mining: Current Techniques and Future Challenges". to be published in SIGKDD Explorations

  • Adibi, J., Shen, W. "Using Fractal Dimension to Measure Synthetic Agents Teamwork " Invited talk in First Workshop on Fractals and Self-similarity in Data Mining: Issues and Approaches, in conjunction with 8th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining July 23 - 26, 2002, Edmonton, Alberta, Canada.

  • Adibi, J., Shen, W., Noorbakhsh, E., "Self-Similar Hidden Markov Model for Predictive Modeling of Network Data", SIPE DM: Data Mining and Knowledge Discovery: Theory, Tools, and Technology Intelligent Data Analysis, Florida 2002.

  • Adibi, J., Shen, W., Noorbakhsh, E., "Self-Similarity for Data Mining and Predictive Modeling, A Case Study for Network Data", The Sixth Pacific Area Conference on Knowledge Discovery and Data Mining (PAKDD-2002), May 6-8, Taipei, Taiwan.

  • J. Adibi, W.M. Shen, “Self similar Layered Hidden Markov Model”, 12th European Conference on Machine Learning (ECML'01) and 5th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD'01, September 3-7, 2001, Freiburg, Germany.

  • Adibi, J., Shen, W., "Self-Similar Sequential Association Rules: Interesting Rules in Critical Care Database", Mining Scientific Database in The Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining August 26 - 29, 2001 San Francisco, California, USA.

  • R. Sadri, C. Zaniolo, A. Zarkesh, J.Adibi “ A Sequential Pattern Query language for Supporting Instant Data Mining for e-Services", 27th International COnference on Very large Databasese (VLDB-2001), September, 11-14, 2001, Roma, Italy.

  • R. Sadri, C. Zaniolo, A. Zarkesh, J. Adibi “Optimization of pattern matching Queries on Database Sequences”, PODS’2001, Twentieth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, Santa Barbara, May 21-24 2001
 
Web Mining  
   
  • A. Zarkesh, J. Adibi, C. Shahabi, V. Shah and R. Sadri“Analysis and design of server informative WWW-sites”, Proc. of 6th Int. Conf. on Information, and Knowledge Management, Las Vegas, NV, USA, (1997) 254-61

  • C. Shahabi, A. Zarkesh, J. Adibi, V.Shah “Knowledge discovery from users Web-page navigation”, Proc. of Seventh Int. Workshop on Research Issues in Data Eng. on High Performance Database Management for Large-Scale Applications, Birmingham, UK, 7-8 April, IEEE Comp. Soc. Press, (1997)
 
Medical Informatics    
 
  • J. Adibi, W.M. Shen“Knowledge Discovery in e-health”, TEPR-2000, San Francisco, May 2000

  • J. Adibi, and W.C. Shoemaker “ Application of Decision Trees for Critical Care Decision making”, In preparation..

  • J.Adibi, R. Patil and W.C. Shoemaker “Critical Care Decision Support Systems”, Journal of American Medical Informatic Association, AMIA 1997, Tennessee.

  • R. Patil. J. Adibi, W.C. Shoemaker “Application of Artificial Intelligence Program to Therapy of High Risk Surgical Patients”, New Horizons, Vol. 4 No. 4, 1996.

  • R. Patil, J. Adibi, W.C. Shoemaker “Early Physiologic Patterns in Circulatory Dysfunction and Shock Described By Invasive and Noninvasive Hemodynamic Monitoring”, New Horizon, Vol. 4 No. 4 1996.

  • R. Patil , W.C. Shoemaker, J. Adibi, Wo CC, Demetriades D, Belzberg H “Early physiologic patterns in acute illness and accidents: toward a concept of circulatory dysfunction and shock based on invasive and noninvasive hemodynamic monitoring.”, New Horiz 1996 Nov

  • J. Adibi, A. Ghoreishi,, M. Fahimi, Z. Maleki“Fuzzy Logic Information Theory Hybrid Model for Medical Diagnostic Expert Systems”, 12th Southern Biomedical Engineering Conference, Tulane University, New Orleans, Louisiana, April 1993.
 
Agent Theory and Robotics  
 
  • M. Tambe, J. Adibi, Y. Al-onaizan, A. Erdem, G. Kaminka, S. Marsella and I. Muslea "Building agent teams using an explicit teamwork model an learning”. Artificial Intelligence, Vol. 11 #1, pp215-239, 1999.

  • M. Tambe, J. Adibi, Y. Al-onaizan, A. Erdem, G. Kaminka, S. Marsella and I. Muslea"On being a teammate: Experience acquired in the design of Robocup teams", In Proceedings of the third International Conference on Autonomous Agents (Agents-99), Seattle, Washington, 1999.

  • M. Tambe, J. Adibi, Y. Al-onaizan, A. Erdem, R. Hill, S. Marsella and Q. Zhun“Using an Explicit Teamwork Model and Learning in Robocup An Extended Abstract RoboCup'98” Proceedings of the second robot cup competition and conferences, Springer-Verlag.

  • M. Tambe, J. Adibi, Y. Al-onaizan, A. Erdem, G. Kaminka, S. Marsella and I. Muslea”ISIS:Using an explicit model of teamwork in RoboCup'97 RoboCup'97”, Proceedings of the first robot world cup competition and conferences, Springer Verlag

  • M. Tambe, J. Adibi, Y. Al-onaizan, A. Erdem, G. Kaminka and S. Marsella"ISIS: An Explicit Model of Teamwork at Robocup-97", AI Magazine, Sep 1998.

  • W.M. Shen, J. Adibi, R. Adobati, B. Chen, H. Moradi, B. Salemi and S. Tejada“Autonomous Soccer Robot”, Paper Collection for RoboCup'97, Lecture Notes in Computer Science, Springer-Verlag, 1998.

  • W.M. Shen, J. Adibi, R. Adobati, J. Modi, H. Moradi, B. Salemi and S. Tejada“An Integrated Soccer Robot Team”, poster at the 1998 International Conference on Multiple Agent Systems

  • W.M. Shen, J. Adibi, R. Adobati, J. Modi, H. Moradi, B. Salemi and S. Tejada“Mobile Robots for Soccer Competition”, Proceedings of 1998 International Conference on Robotics and Automation

  • W.M. Shen, J. Adibi, R. Adobati, B. Chen, H. Moradi, B. Salemi and S. Tejada“Toward Integrated Soccer Robots”, AI Magazine Sep. 1998.

  • W.M. Shen, J. Adibi, R. Adobati, B. Chen, H. Moradi, B. Salemi and S. Tejada“Totally Autonomous Agent”, Robocup 98 Proceedings, France , Paris , July 1998.

  • W.M. Shen, J. Adibi, J. Kim, B. Chen, G. Kaminka, B. Salemi and S. Tejada“YODA, The Young observant Discovery Agent”, AI Magazine Sep. 1997.

  • A. Zarkesh, A. Salek, M.R. Kolahdouzan and M.R. Danesh,J. Adibi, “On localized inter-agent communications in a collaborative agent-based floor-planning environment (CAFE)”, Proc. Int. CRIP Design Seminar on Multimedia Technologies for Collaborative Design and Manufacturing, Los Angeles, Oct. 8-10 (1997), 198-207

  • J. Adibi, “To decide or not to decide”, AAAI, Fall Symposium, Boston, 1998.

  • W.M. Shen, J. Adibi, J. Kim, B. Chen, G. Kaminka, B. Salemi and S. Tejada“The Young Observant Discovery Agent”, Thirteen’s National; Conference on Artificial Intelligence, Portland, Oregon, Proceeding AAAI 1996.
 
Application of Data Mining in Conflict Resolution  
 
  • J. Adibi, H. Alker, M. Malitaq, T. West “PARIS in Los Angeles in Korea :A case base reasoning system for conflict resolution", IPSA 1997 South Korea, Seoul.

  • M. Malitaq, H. Alker, J. Adibi, T. West “A new model for Case conflict resolution”, Romanian International Relation Review, 1998.