Proceedings of the Twenty-Second Innovative Applications of Artificial Intelligence Conference
Sponsored by the Association for the Advancement of Artificial Intelligence
Edited by Nestor Rychtyckyj and Daniel Shapiro
July 11 – 15 2010, Atlanta, Georgia, USA. Published by The AAAI Press, Menlo Park, California.
This proceedings is also available in book and CD format.
Papers from this event have been published in the Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence
Contents
Deployed Application Case Studies
Optimizing Limousine Service with AI
/ 1724
Andy Hon Wai Chun
Surveillance of Parimutuel Wagering Integrity Using Expert Systems and Machine Learning
/ 1732
Roy Stuart Freedman, Isidore Sobkowski
Practical Language Processing for Virtual Humans
/ 1740
Anton Leuski, David Traum
AI-Based Software Defect Predictors: Applications and Benefits in a Case Study
/ 1748
Ayse Tosun, Ayse Bener, Resat Kale
Emerging Application or Methodology
Agent-Based Decision Support: A Case-Study on DSL Access Networks
/ 1757
Karsten Bsufka, Rainer Bye, Joël Chinnow, Stephan Schmidt, Leonid Batyuk
Estimation of Human Internal Temperature from Wearable Physiological Sensors
/ 1763
Mark J. Buller, William J. Tharion, Reed W. Hoyt, Odest Chadwicke Jenkins
Design Privacy with Analogia Graph
/ 1769
Yang Cai, Joseph Laws, Nathaniel Bauernfeind
Gaudii: An Automated Graphic Design Expert System
/ 1775
Carlos Gonzalez Morcilllo, Victor Jose Martin, David Vallejo Fernandez, Jose Jesus Castro Sanchez, Javier Alonso Albusac
A Sketch Recognition System for Recognizing Free-Hand Course of Action Diagrams
/ 1781
Tracy Anne Hammond, Drew Logsdon, Brandon Paulson, Joshua Johnston, Joshua Peschel, Aaron Wolin, Paul Taele
A Centralized Multi-Agent Negotiation Approach to Collaborative Air Traffic Resource Management Planning
/ 1787
Peter A. Jarvis, Shawn R. Wolfe, Francis Y. Enomoto, Robert A. Nado, Maarten Sierhuis
Predicting Falls of a Humanoid Robot through Machine Learning
/ 1793
Shivaram Kalyanakrishnan, Ambarish Goswami
A Wiki with Multiagent Tracking, Modeling, and Coalition Formation
/ 1799
Nobel Khandaker, Leen-Kiat Soh
Reinforcement Learning for Closed-Loop Propofol Anesthesia: A Human Volunteer Study
/ 1807
Brett L. Moore, Periklis Panousis, Vivek Kulkarni, Larry D. Pyeatt, Anthony G. Doufas
Towards Applying Interactive POMDPs to Real-World Adversary Modeling
/ 1814
Brenda Ng, Carol Meyers, Kofi Boakye, John Nitao
Natural Language Aided Visual Query Building for Complex Data Access
/ 1821
Shimei Pan, Michelle Zhou, Keith Houck, Peter Kissa
Fast, Accurate, and Practical Identity Inference Using TV Remote Controls
/ 1827
Mariano Phielipp, Magdiel Galan, Richard Lee, Branislav Kveton, Jeffrey Hightower
Providing Decision Support for Cosmogenic Isotope Dating
/ 1833
Laura Rassbach, Elizabeth Bradley, Ken Anderson
A Testbed for Investigating Task Allocation Strategies between Air Traffic Controllers and Automated Agents
/ 1839
Nathan Schurr, Richard Good, Amy Alexander, Paul Picciano, Gabriel Ganberg, Michael Therrien, Bettina L. Beard, Jon Holbrook
Ambulatory Energy Expenditure Estimation: A Machine Learning Approach
/ 1846
Junaith Ahemed Shahabdeen, Amit Baxi, Lama Nachman
Sentiment Extraction: Integrating Statistical Parsing, Semantic Analysis, and Common Sense Reasoning
/ 1853
Lokendra Shastri, Anju G. Parvathy, Abhishek Kumar, John Wesley, Rajesh Blakrishnan
Learning from Sensors and Past Experience in an Autonomous Oceanographic Probe
/ 1859
Albert Vilamala, Enric Plaza, Josep Lluis Arcos
A Machine Learning Approach to the Detection of Fetal Hypoxia during Labor and Delivery
/ 1865
Philip A. Warrick, Emily F. Hamilton, Robert E. Kearney, Doina Precup
Sketch Worksheets: A Sketch-Based Educational Software System
/ 1871
Panrong Yin, Kenneth D. Forbus, Jeffrey Usher, Brad Sageman, Benjamin D. Jee
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