Advanced Methodologies for Bayesian Networks [E-Book] : Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings / edited by Joe Suzuki, Maomi Ueno.
This volume constitutes the refereed proceedings of the Second International Workshop on Advanced Methodologies for Bayesian Networks, AMBN 2015, held in Yokohama, Japan, in November 2015. The 18 revised full papers and 6 invited abstracts presented were carefully reviewed and selected from numerous...
Saved in:
Full text |
|
Personal Name(s): | Suzuki, Joe, editor |
Ueno, Maomi, editor | |
Edition: |
1st ed. 2015. |
Imprint: |
Cham :
Springer,
2015
|
Physical Description: |
XVIII, 265 p. 102 illus. in color. online resource. |
Note: |
englisch |
ISBN: |
9783319283791 |
DOI: |
10.1007/978-3-319-28379-1 |
Series Title: |
/* Depending on the record driver, $field may either be an array with
"name" and "number" keys or a flat string containing only the series
name. We should account for both cases to maximize compatibility. */?>
Lecture notes in computer science ;
9505 |
Subject (LOC): |
LEADER | 02565nam a22004335i 4500 | ||
---|---|---|---|
001 | 978-3-319-28379-1 | ||
003 | Springer | ||
008 | 160107s2015 gw | s |||| 0|eng d | ||
020 | |a 9783319283791 | ||
024 | 7 | |a 10.1007/978-3-319-28379-1 |2 doi | |
035 | |a (Sirsi) a474132 | ||
041 | |a eng | ||
082 | 0 | 4 | |a 006.3 |2 23 |
245 | 1 | 0 | |a Advanced Methodologies for Bayesian Networks |h [E-Book] : |b Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings / |c edited by Joe Suzuki, Maomi Ueno. |
250 | |a 1st ed. 2015. | ||
264 | 1 | |a Cham : |b Springer, |c 2015 |e (Springer LINK) | |
300 | |a XVIII, 265 p. 102 illus. in color. |b online resource. | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
347 | |a text file |b PDF |2 rda | ||
490 | |a Lecture notes in computer science ; |v 9505 | ||
500 | |a englisch | ||
505 | 0 | |a Effectiveness of graphical models including modeling. Reasoning, model selection -- Logic-probability relations -- Causality. Applying graphical models in real world settings -- Scalability -- Incremental learning.-Parallelization. | |
520 | |a This volume constitutes the refereed proceedings of the Second International Workshop on Advanced Methodologies for Bayesian Networks, AMBN 2015, held in Yokohama, Japan, in November 2015. The 18 revised full papers and 6 invited abstracts presented were carefully reviewed and selected from numerous submissions. In the International Workshop on Advanced Methodologies for Bayesian Networks (AMBN), the researchers explore methodologies for enhancing the effectiveness of graphical models including modeling, reasoning, model selection, logic-probability relations, and causality. The exploration of methodologies is complemented discussions of practical considerations for applying graphical models in real world settings, covering concerns like scalability, incremental learning, parallelization, and so on. | ||
650 | 0 | |a Algorithms. | |
650 | 0 | |a Artificial intelligence. | |
650 | 0 | |a Computer science. | |
650 | 0 | |a Computers. | |
650 | 0 | |a Database management. | |
650 | 0 | |a Mathematical statistics. | |
700 | 1 | |a Suzuki, Joe, |e editor. | |
700 | 1 | |a Ueno, Maomi, |e editor. | |
856 | 4 | 0 | |u http://dx.doi.org/10.1007/978-3-319-28379-1 |z Volltext |
908 | |a Konferenz | ||
915 | |a zzwFZJ2 | ||
932 | |a Computer Science (Springer-11645) | ||
596 | |a 1 | ||
949 | |a XX(474132.1) |w AUTO |c 1 |i 474132-1001 |l ELECTRONIC |m ZB |r N |s Y |t E-BOOK |u 1/2/2016 |x ZB-D |z UNKNOWN |0 NEL |1 ONLINE |2 KONFERENZ |