Learning and Reasoning with Complex Representations (Record no. 36654)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 03775nam a22005055i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783540697800 |
| -- | 978-3-540-69780-0 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| 245 10 - TITLE STATEMENT | |
| Title | Learning and Reasoning with Complex Representations |
| Sub Title | PRICAI'96 Workshops on Reasoning with Incomplete and Changing Information and on Inducing Complex Representations Cairns, Australia, August 26–30, 1996 Selected Papers / |
| Statement of responsibility, etc | edited by Grigoris Antoniou, Aditya K. Ghose, Mirosław Truszczyński. |
| 260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Berlin, Heidelberg : |
| Name of publisher | Springer Berlin Heidelberg, |
| Year of publication | 1998. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XII, 288 p. |
| Other physical details | online resource. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Inductive constraint logic programming: An overview -- Some approaches to reasoning with incomplete and changing information -- Curried least general generalization: A framework for higher order concept learning -- Approximate validity -- Inductive theories from equational systems -- The role of default representations in incremental learning -- Learning stable concepts in a changing world -- Inducing complex spatial descriptions in two dimensional scenes -- A framework for learning constraints: Preliminary report -- Induction of constraint logic programs -- Belief network algorithms: A study of performance based on domain characterisation -- A Group Decision and Negotiation Support System for argumentation based reasoning -- From belief revision to design revision: Applying theory change to changing requirements -- Using histories to model observations in theories of action -- Modelling inertia in action languages -- Combinatorial interpretation of uncertainty and conditioning -- Probabilistic diagnosis as an update problem -- Cooperative combination of default logic and autoepistemic logic. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book constitutes the thoroughly revised and refereed post-workshop documentation of two international workshops held in conjunction with the Pacific Rim International Conference on Artificial Intelligence, PRICAI'96, in Cairns, Australia, in August 1996. The volume presents 14 revised full papers togehter with two invited contributions and two introductory surveys particularly commissioned for this book. Among the topics addressed are computational learning, commonsense reasoning, constraint logic programming, fuzzy reasoning, vague data, inductive inference, belief revision, action theory, uncertainty, and probabilistic diagnosis. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Computer science. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Artificial intelligence. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Computer Science. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Artificial Intelligence (incl. Robotics). |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Antoniou, Grigoris. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ghose, Aditya K. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Truszczyński, Mirosław. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://dx.doi.org/10.1007/3-540-64413-X |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | E-BOOKS |
| 264 #1 - | |
| -- | Berlin, Heidelberg : |
| -- | Springer Berlin Heidelberg, |
| -- | 1998. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 0302-9743 ; |
| Withdrawn status | Lost status | Damaged status | Not for loan | Current library | Accession Number | Uniform Resource Identifier | Koha item type |
|---|---|---|---|---|---|---|---|
| IMSc Library | EBK7360 | http://dx.doi.org/10.1007/3-540-64413-X | E-BOOKS |