| 000 -LEADER |
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03353nam a22004453i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
EBC29238892 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20230705144710.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
230628s2022 xx o ||||0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781643682679 |
| Qualifying information |
(electronic bk.) |
|
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| Cancelled/invalid ISBN |
9781643682662 |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(MiAaPQ)EBC29238892 |
|
|---|
| System control number |
(Au-PeEL)EBL29238892 |
|
|---|
| System control number |
(OCoLC)1317772343 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
MiAaPQ |
| Language of cataloging |
eng |
| Description conventions |
rda |
| -- |
pn |
| Transcribing agency |
MiAaPQ |
| Modifying agency |
MiAaPQ |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
Q325.5 |
| 082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
006.31 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Morettin, P. |
| 245 10 - TITLE STATEMENT |
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| Title |
Learning and Reasoning in Hybrid Structured Spaces. |
| 250 ## - EDITION STATEMENT |
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| Edition statement |
1st ed. |
| 264 #1 - |
|---|
| -- |
Amsterdam : |
| -- |
IOS Press, Incorporated, |
| -- |
2022. |
|
|---|
| -- |
�2022. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (112 pages) |
| 336 ## - |
|---|
| -- |
text |
| -- |
txt |
| -- |
rdacontent |
| 337 ## - |
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| -- |
computer |
| -- |
c |
| -- |
rdamedia |
| 338 ## - |
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| -- |
online resource |
| -- |
cr |
| -- |
rdacarrier |
| 490 1# - SERIES STATEMENT |
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| Series statement |
Frontiers in Artificial Intelligence and Applications Ser. ; |
| Volume number/sequential designation |
v.350 |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Intro -- Title Page -- Abstract -- Acknowledgments -- Contents -- Introduction -- Motivation -- Contributions -- Outline of the Thesis -- Background -- Probabilistic Graphical Models -- Bayesian Networks -- Markov Networks -- Factor graphs -- The belief propagation algorithm -- Inference by Weighted Model Counting -- Propositional satisfiability -- Weighted Model Counting -- Logical structure -- Inference by Weighted Model Integration -- Satisfiability Modulo Theories -- Weighted Model Integration -- Related work -- Modelling and inference -- Learning -- WMI-PA -- Predicate Abstraction -- Weighted Model Integration, Revisited -- Basic case: WMI Without Atomic Propositions -- General Case: WMI With Atomic Propositions -- Conditional Weight Functions -- From WMI to WMIold and vice versa -- A Case Study -- Modelling a journey with a fixed path -- Modelling a journey under a conditional plan -- Efficiency of the encodings -- Efficient WMI Computation -- The Procedure WMI-AllSMT -- The Procedure WMI-PA -- WMI-PA vs. WMI-AllSMT -- Experiments -- Synthetic Setting -- Strategic Road Network with Fixed Path -- Strategic Road Network with Conditional Plans -- Discussion -- Final remarks -- MP-MI -- Preliminaries -- Computing MI -- Hybrid inference via MI -- On the inherent hardness of MI -- MP-MI: exact MI inference via message passing -- Propagation scheme -- Amortizing Queries -- Complexity of MP-MI -- Experiments -- Final remarks -- lariat -- Learning WMI distributions -- Learning the support -- Learning the weight function -- Normalization -- Experiments -- Final remarks -- Conclusion. |
| 588 ## - |
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| -- |
Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) |
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| Local note |
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2023. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine learning. |
| 655 #4 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Print version: |
| Main entry heading |
Morettin, P. |
| Title |
Learning and Reasoning in Hybrid Structured Spaces |
| Place, publisher, and date of publication |
Amsterdam : IOS Press, Incorporated,c2022 |
| International Standard Book Number |
9781643682662 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) |
|---|
| Corporate name or jurisdiction name as entry element |
ProQuest (Firm) |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Frontiers in Artificial Intelligence and Applications Ser. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
https://ebookcentral.proquest.com/lib/kliuc-ebooks/detail.action?docID=29238892 |
| Public note |
Click to View |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
|
