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Automatically utilizing secondary sources to align information across sources
Michalowski M., Thakkar S., Knoblock C. AI Magazine 26(1): 33-44, 2005. Type: Article
The adoption of Internet-based business transaction models has significantly influenced the development of better integration solutions, which put together different data management systems (like databases, content management systems, ...
Jan 24 2006
Automatic ontology matching using application semantics
Gal A., Modica G., Jamil H., Eyal A. AI Magazine 26(1): 21-31, 2005. Type: Article
To correctly fill in a Web form, a software agent needs to understand what information the Web form requires. This paper proposes that understanding be sought by scraping the Web page to form an ontology, and then matching the ontology...
Dec 22 2005
The St. Thomas common sense symposium: designing architectures for human-level intelligence
Minsky M., Singh P., Sloman A. AI Magazine 25(2): 113-124, 2004. Type: Article
About 20 luminaries of the artificial intelligence (AI) world met in St. Thomas, US Virgin Islands in April 2002 to discuss how best to move the field ahead. This article is a summary of their findings and proceedings, and lays out pot...
Sep 12 2005
Incremental heuristic search in AI
Koenig S., Likhachev M., Liu Y., Furcy D. AI Magazine 25(2): 99-112, 2004. Type: Article
The features of incremental heuristic search in artificial intelligence (AI) are presented in this paper. Incremental search is a mechanism that uses information from previous searches to find solutions to similar search problems. It e...
Sep 8 2005
Building agents to serve customers
Barbuceanu M., Fox M., Hong L., Lallement Y., Zhang Z. AI Magazine 25(3): 47-60, 2004. Type: Article
Back in the olden days of artificial intelligence (AI), everything was much simpler; even our paradigms were one-dimensional. Nowadays, we tend to cram a selection of weak AI technologies together into a hybrid solution. It isnR...
Apr 21 2005
RoboCup-2003 new scientific and technical advances
Pagello E., Menegatti E., Bredenfel A., Costa P., Christaller T., Jacoff A., Polani D., Riedmiller M., Saffiotti A., Sklar E., Tomoichi T. AI Magazine 25(2): 81-98, 2004. Type: Article
RoboCup-2003, a ten-day event that took place in Padua, Italy in July 2003, is the subject of this paper. RoboCup is an international research and education initiative that fosters artificial intelligence (AI) and intelligent robotics ...
Mar 24 2005
Say cheese! Experiences with a robot photographer
Byers Z., Dixion M., Smart W., Grimm C. AI Magazine 25(3): 37-46, 2004. Type: Article
The authors of this paper used a four-foot tall robot to investigate areas of autonomous navigation and robot-human interaction. They programmed into the robot the “artistic” definition of what defines a “...
Mar 23 2005
Using machine learning to design and interpret gene-expression microarrays
Molla M., Waddell M., Page D., Shavlik J. AI Magazine 25(1): 23-44, 2004. Type: Article
Gene-expression microarrays, often termed gene chips, are a technology that uses synthesized deoxyribonucleic acid (DNA) to simultaneously detect tens of thousands of gene sequences. The magnitude of the data secured by this technology...
Dec 14 2004
Representation of protein-sequence information by amino acid subalphabets
Andersen C., Brunak S. AI Magazine 25(1): 97-104, 2004. Type: Article
An emerging research field, bioinformatics, seeks to discover and manage biological information using advanced computing and biological technologies. One research area in this field seeks to discover all the possible structures in the ...
Nov 30 2004
Annotating protein function through lexical analysis
Nair R., Rost B. AI Magazine 25(1): 45-56, 2004. Type: Article
Many general computer scientists think about those specializing in bioinformatics, wondering what they do with the immense amount of data in genome research. This paper is about the explosion of natural language data, and how to mine i...
Sep 27 2004
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