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AAAI
1997
14 years 26 days ago
An Empirical Evaluation of Bagging and Boosting
Richard Maclin, David W. Opitz
AAAI
1997
14 years 26 days ago
From MiniMax to Manhattan
The thinking process for playing chess by computer is significantly different from that used by humans. Although computer hardware and software have evolved considerably, computer...
T. Anthony Marsland, Yngvi Björnsson
AAAI
1997
14 years 26 days ago
The Anatomy of Chess Programs
Thisshortpaperdefinesthe terminologyusedto support computerchess work,andintroducesthe basic concpets behindchess programs.It is intendedto be of general interest, providingbackgr...
T. Anthony Marsland
AAAI
1997
14 years 26 days ago
PST: The Provider Selection Tool
Oxford Health Plans, Inc. is a managed care organization whose goal is to deliver cost-effective, high-quality health care. Oxford’s product lines include traditional health mai...
Howard Marmorstein, Jayesh Ghia, Sandeep Sathaye, ...
AAAI
1997
14 years 26 days ago
Active Learning with Committees for Text Categorization
In many real-world domains, supervised learning requires a large number of training examples. In this paper, we describe an active learning method that uses a committee of learner...
Ray Liere, Prasad Tadepalli
AAAI
1997
14 years 26 days ago
Deep Blue is Still an Infant
Webelieve that by the time of the workshopDeep Blue will havelost another matchto Garry Kasparov, showinglittle improvementover the previous one. But even if it is indeed a "...
Robert Levinson, Jeff Wilkinson
AAAI
1997
14 years 26 days ago
Case and Constraint-Based Apartment Construction Project Planning System: FASTrak-APT
To effectively generate a fast and consistent apartment construction project network, Hyundai and KAIST have developed a case and constraint based project planning expert system f...
Kyoung Jun Lee, Hyun Woo Kim, Jae Kyu Lee, Tae Hwa...
AAAI
1997
14 years 26 days ago
Case-Based Similarity Assessment: Estimating Adaptability from Experience
Case-based problem-solving systems rely on similarity assessment to select stored cases whose solutions are easily adaptable to t current problems. However, widely-used similarity...
David B. Leake, Andrew Kinley, David C. Wilson
AAAI
1997
14 years 26 days ago
Machine Learning for Intelligent Systems
Recent research in machine learning has focused on supervised induction for simple classi cation and reinforcement learning for simple reactive behaviors. In the process, the eld ...
Pat Langley