Engineering Artificially Intelligent Systems (Record no. 178300)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04879nam a22005295i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-030-89385-9 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240423125454.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 211116s2021 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783030893859 |
| -- | 978-3-030-89385-9 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-3-030-89385-9 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76.76.A65 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UB |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM005000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UX |
| Source | thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.3 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Engineering Artificially Intelligent Systems |
| Medium | [electronic resource] : |
| Remainder of title | A Systems Engineering Approach to Realizing Synergistic Capabilities / |
| Statement of responsibility, etc | edited by William F. Lawless, James Llinas, Donald A. Sofge, Ranjeev Mittu. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2021. |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XII, 281 p. 105 illus., 76 illus. in color. |
| Other physical details | online resource. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Information Systems and Applications, incl. Internet/Web, and HCI, |
| International Standard Serial Number | 2946-1642 ; |
| Volume number/sequential designation | 13000 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction: Motivations for and Initiatives on AI Engineering -- Architecting Information Acquisition To Satisfy Competing Goals -- Trusted Entropy-Based Information Maneuverability for AI Information Systems Engineering -- BioSecure Digital Twin: Manufacturing Innovation and Cybersecurity Resilience -- Finding the path toward design of synergistic humancentric complex systems -- Agent Team Action, Brownian Motion and Gambler’s Ruin -- How Deep Learning Model Architecture and Software Stack Impacts Training Performance in the Cloud -- How Interdependence Explains the World of Teamwork -- Designing Interactive Machine Learning Systems for GIS Applications -- Faithful Post-hoc Explanation of Recommendation using Optimally Selected Features -- Risk Reduction for Autonomous Systems -- Agile Systems Engineering in Building Complex AI Systems -- Platforms for Assessing Relationships: Trust with Near Ecologically-valid Risk, and Team Interaction -- Principles for AI-Assisted Attention Aware Systems in Human-in-the-loo[p Safety Critical Applications -- Interdependence and vulnerability in systems: A review of theory for autonomous human-machine teams -- Principles of a Accurate Decision and Sense-Making for Virtual Minds. . |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Many current AI and machine learning algorithms and data and information fusion processes attempt in software to estimate situations in our complex world of nested feedback loops. Such algorithms and processes must gracefully and efficiently adapt to technical challenges such as data quality induced by these loops, and interdependencies that vary in complexity, space, and time. To realize effective and efficient designs of computational systems, a Systems Engineering perspective may provide a framework for identifying the interrelationships and patterns of change between components rather than static snapshots. We must study cascading interdependencies through this perspective to understand their behavior and to successfully adopt complex system-of-systems in society. This book derives in part from the presentations given at the AAAI 2021 Spring Symposium session on Leveraging Systems Engineering to Realize Synergistic AI / Machine Learning Capabilities. Its 16 chapters offer an emphasis on pragmatic aspects and address topics in systems engineering; AI, machine learning, and reasoning; data and information fusion; intelligent systems; autonomous systems; interdependence and teamwork; human-computer interaction; trust; and resilience. The chapter “How Interdependence Explains the World of Team work” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Application software. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer and Information Systems Applications. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Lawless, William F. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Llinas, James. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sofge, Donald A. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Mittu, Ranjeev. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783030893842 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783030893866 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Information Systems and Applications, incl. Internet/Web, and HCI, |
| -- | 2946-1642 ; |
| Volume number/sequential designation | 13000 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-3-030-89385-9">https://doi.org/10.1007/978-3-030-89385-9</a> |
| 912 ## - | |
| -- | ZDB-2-SCS |
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| -- | ZDB-2-SXCS |
| 912 ## - | |
| -- | ZDB-2-LNC |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks-CSE-Springer |
No items available.