Filter by

  • Publication Year
  • Availability
  • Attachment
  • Collection Type
  • General Material Designation
    See More
  • Location
  • Language
Found 6 from your keywords: subject="Computer algorithms."
cover
Introduction to statistical relational learning
Comment Share
Getoor, Lise.Taskar, Ben.

"Index" : an online index is available on the book webpage at http://www.cs.umd.edu/srl-book/index.htm.Advanced statistical modeling and knowledge representation techniques for a newly emerging area of machine learning and probabilistic reasoning; includes introductory material, tutorials for different proposed approaches, and applications.OCLC-licensed vendor bibliographic record.

Edition
-
ISBN/ISSN
9780262256230
Collation
1 online resource (ix, 586 pages) :illustrations.
Series Title
-
Call Number
-
cover
Advanced Structured Prediction
Comment Share
Nowozin, Sebastian,

The goal of structured prediction is to build machine learning models that predict relational information that itself has structure, such as being composed of multiple interrelated parts. These models, which reflect prior knowledge, task-specific relations, and constraints, are used in fields including computer vision, speech recognition, natural language processing, and computational biology. …

Edition
-
ISBN/ISSN
0262322951
Collation
1 online resource (ix, 415 pages) :illustrations.
Series Title
-
Call Number
-
cover
Predicting structured data
Comment Share
BakIr, G?okhan.Neural Information Processing Systems Foundation.

Collected papers based on talks presented at two Neural Information Processing Systems workshops.State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.Machine learning develops intelligent computer systems that are able to generalize from previously seen examples. A new domain of machine learning, in which the prediction must sati…

Edition
-
ISBN/ISSN
9780262255691
Collation
1 online resource (viii, 348 pages) :illustrations.
Series Title
-
Call Number
-
cover
Automatic algorithm recognition and replacement :a new approach to program op…
Comment Share
Metzger, Robert C.Wen, Zhaofang.

"Parallel computation will become the norm in the coming decades. Unfortunately, advances in parallel hardware have far outpaced parallel applications of software. There are currently two approaches to applying parallelism to applications. One is to write completely new applications in new languages. But abandoning applications that work is unacceptable to most nonacademic users of high-perform…

Edition
-
ISBN/ISSN
058533336X
Collation
1 online resource (viii, 219 pages)
Series Title
-
Call Number
-
cover
Learning in embedded systems
Comment Share
Kaelbling, Leslie Pack.

"A Bradford book."It is the first detailed exploration of the problem of learning action strategies in the context of designing embedded systems that adapt their behavior to a complex, changing environment; such systems include mobile robots, factory process controllers, and long-term software databases.Learning to perform complex action strategies is an important problem in the fields of artif…

Edition
-
ISBN/ISSN
0262288508
Collation
1 online resource (xi, 176 pages) :illustrations
Series Title
-
Call Number
-
cover
Self-stabilization
Comment Share
Dolev, Shlomi.

OCLC-licensed vendor bibliographic record.

Edition
-
ISBN/ISSN
058523986X
Collation
1 online resource (197 pages) :illustrations
Series Title
-
Call Number
-