{
  "holdings": [
    {
      "id": "5e1234fa-4d7d-57a5-af7c-08c34785ef78",
      "hrid": "ah14270355_1",
      "notes": [

      ],
      "_version": 1,
      "metadata": {
        "createdDate": "2023-08-21T21:26:10.144Z",
        "updatedDate": "2023-08-21T21:26:10.144Z",
        "createdByUserId": "58d0aaf6-dcda-4d5e-92da-012e6b7dd766",
        "updatedByUserId": "58d0aaf6-dcda-4d5e-92da-012e6b7dd766"
      },
      "sourceId": "f32d531e-df79-46b3-8932-cdd35f7a2264",
      "boundWith": null,
      "formerIds": [

      ],
      "illPolicy": null,
      "instanceId": "8f2b5704-6131-5070-8e29-fdb6247dcaa2",
      "holdingsType": {
        "id": "996f93e2-5b5e-4cf2-9168-33ced1f95eed",
        "name": "Electronic",
        "source": "folio"
      },
      "holdingsItems": [

      ],
      "callNumberType": null,
      "holdingsTypeId": "996f93e2-5b5e-4cf2-9168-33ced1f95eed",
      "electronicAccess": [

      ],
      "bareHoldingsItems": [

      ],
      "holdingsStatements": [

      ],
      "statisticalCodeIds": [

      ],
      "administrativeNotes": [

      ],
      "effectiveLocationId": "b0a1a8c3-cc9a-487c-a2ed-308fc3a49a91",
      "permanentLocationId": "b0a1a8c3-cc9a-487c-a2ed-308fc3a49a91",
      "suppressFromDiscovery": false,
      "holdingsStatementsForIndexes": [

      ],
      "holdingsStatementsForSupplements": [

      ],
      "location": {
        "effectiveLocation": {
          "id": "b0a1a8c3-cc9a-487c-a2ed-308fc3a49a91",
          "code": "SUL-ELECTRONIC",
          "name": "online resource",
          "campus": {
            "id": "c365047a-51f2-45ce-8601-e421ca3615c5",
            "code": "SUL",
            "name": "Stanford Libraries"
          },
          "details": {
          },
          "library": {
            "id": "c1a86906-ced0-46cb-8f5b-8cef542bdd00",
            "code": "SUL",
            "name": "SUL"
          },
          "isActive": true,
          "institution": {
            "id": "8d433cdd-4e8f-4dc1-aa24-8a4ddb7dc929",
            "code": "SU",
            "name": "Stanford University"
          }
        },
        "permanentLocation": {
          "id": "b0a1a8c3-cc9a-487c-a2ed-308fc3a49a91",
          "code": "SUL-ELECTRONIC",
          "name": "online resource",
          "campus": {
            "id": "c365047a-51f2-45ce-8601-e421ca3615c5",
            "code": "SUL",
            "name": "Stanford Libraries"
          },
          "details": {
          },
          "library": {
            "id": "c1a86906-ced0-46cb-8f5b-8cef542bdd00",
            "code": "SUL",
            "name": "SUL"
          },
          "isActive": true,
          "institution": {
            "id": "8d433cdd-4e8f-4dc1-aa24-8a4ddb7dc929",
            "code": "SU",
            "name": "Stanford University"
          }
        }
      }
    }
  ],
  "items": [

  ]
}

{
  "pieces": [
    null
  ],
  "instance": {
    "id": "8f2b5704-6131-5070-8e29-fdb6247dcaa2",
    "hrid": "a14270355",
    "notes": [
      {
        "note": "Online resource; title from PDF title page (viewed on May 21, 2013)",
        "staffOnly": false,
        "instanceNoteTypeId": "66ea8f28-d5da-426a-a7c9-739a5d676347"
      },
      {
        "note": "Includes bibliographical references (pages 69-85)",
        "staffOnly": false,
        "instanceNoteTypeId": "86b6e817-e1bc-42fb-bab0-70e7547de6c1"
      },
      {
        "note": "1. Introduction -- 1.1 CBR systems taxonomy -- 1.2 Foundational issues -- 1.3 Related fields -- 1.4 Bibliographic notes",
        "staffOnly": false,
        "instanceNoteTypeId": "5ba8e385-0e27-462e-a571-ffa1fa34ea54"
      },
      {
        "note": "2. The case-base -- 2.1 Vocabulary -- 2.2 Case modeling -- 2.2.1 Problem description -- 2.2.2 Solution description -- 2.2.3 Outcome -- 2.3 Case-base organization -- 2.4 Bibliographic notes",
        "staffOnly": false,
        "instanceNoteTypeId": "5ba8e385-0e27-462e-a571-ffa1fa34ea54"
      },
      {
        "note": "3. Reasoning and decision making -- 3.1 Retrieve -- 3.1.1 Similarity assessment -- 3.1.2 Ranking and selection -- 3.1.3 Normalization, discretization, and missing data -- 3.2 Reuse -- 3.2.1 Solution copy -- 3.2.2 Solution adaptation -- 3.2.3 Specific purpose methods -- 3.3 Revise -- 3.4 Bibliographic notes",
        "staffOnly": false,
        "instanceNoteTypeId": "5ba8e385-0e27-462e-a571-ffa1fa34ea54"
      },
      {
        "note": "4. Learning -- 4.1 Similarity learning -- 4.1.1 Measure learning -- 4.1.2 Feature relevance learning -- 4.2 Maintenance -- 4.2.1 Retain -- 4.2.2 Review -- 4.2.3 Restore -- 4.3 Bibliographic notes",
        "staffOnly": false,
        "instanceNoteTypeId": "5ba8e385-0e27-462e-a571-ffa1fa34ea54"
      },
      {
        "note": "5. Formal aspects -- 5.1 Description logics -- 5.2 Bayesian model -- 5.3 Fuzzy set formalization -- 5.4 Probabilistic formalization -- 5.5 Case-based decisions -- 5.6 Bibliographic notes",
        "staffOnly": false,
        "instanceNoteTypeId": "5ba8e385-0e27-462e-a571-ffa1fa34ea54"
      },
      {
        "note": "6. Summary and beyond -- 6.1 Explanations -- 6.2 Provenance -- 6.3 Distributed approaches -- 6.4 Bibliographic notes -- Bibliography -- Author's biography",
        "staffOnly": false,
        "instanceNoteTypeId": "5ba8e385-0e27-462e-a571-ffa1fa34ea54"
      },
      {
        "note": "Case-based reasoning is a methodology with a long tradition in artificial intelligence that brings together reasoning and machine learning techniques to solve problems based on past experiences or cases. Given a problem to be solved, reasoning involves the use of methods to retrieve similar past cases in order to reuse their solution for the problem at hand. Once the problem has been solved, learning methods can be applied to improve the knowledge based on past experiences. In spite of being a broad methodology applied in industry and services, case-based reasoning has often been forgotten in both artificial intelligence and machine learning books. The aim of this book is to present a concise introduction to case-based reasoning providing the essential building blocks for the designing of case-based reasoning systems, as well as to bring together the main research lines in this field to encourage students to solve current CBR challenges",
        "staffOnly": false,
        "instanceNoteTypeId": "10e2e11b-450f-45c8-b09b-0f819999966e"
      }
    ],
    "title": "Case-based reasoning : a concise introduction / Beatriz López.",
    "series": [
      "Synthesis lectures on artificial intelligence and machine learning,  1939-4616 ; #20",
      "Synthesis lectures on artificial intelligence and machine learning ;  #20. 1939-4608"
    ],
    "source": "MARC",
    "_version": 1,
    "editions": [

    ],
    "metadata": {
      "createdDate": "2023-08-21T21:23:00.388Z",
      "updatedDate": "2023-08-21T21:23:00.388Z",
      "createdByUserId": "58d0aaf6-dcda-4d5e-92da-012e6b7dd766",
      "updatedByUserId": "58d0aaf6-dcda-4d5e-92da-012e6b7dd766"
    },
    "statusId": "9634a5ab-9228-4703-baf2-4d12ebc77d56",
    "subjects": [
      "Case-based reasoning",
      "Raisonnement par cas",
      "COMPUTERS Enterprise Applications Business Intelligence Tools",
      "COMPUTERS Intelligence (AI) & Semantics"
    ],
    "languages": [
      "eng"
    ],
    "indexTitle": "Case-based reasoning : a concise introduction",
    "identifiers": [
      {
        "value": "(Sirsi) a14270355",
        "identifierTypeId": "7e591197-f335-4afb-bc6d-a6d76ca3bace"
      },
      {
        "value": "9781627050081 (electronic bk.)",
        "identifierTypeId": "8261054f-be78-422d-bd51-4ed9f33c3422"
      },
      {
        "value": "1627050086 (electronic bk.)",
        "identifierTypeId": "8261054f-be78-422d-bd51-4ed9f33c3422"
      },
      {
        "value": "9781627050074 (pbk.)",
        "identifierTypeId": "fcca2643-406a-482a-b760-7a7f8aec640e"
      },
      {
        "value": "9783031015625 (electronic bk.)",
        "identifierTypeId": "8261054f-be78-422d-bd51-4ed9f33c3422"
      },
      {
        "value": "3031015622 (electronic bk.)",
        "identifierTypeId": "8261054f-be78-422d-bd51-4ed9f33c3422"
      },
      {
        "value": "10.2200/S00490ED1V01Y201303AIM020 doi",
        "identifierTypeId": "2e8b3b6c-0e7d-4e48-bca2-b0b23b376af5"
      },
      {
        "value": "10.2200/S00490ED1V01Y201303AIM020",
        "identifierTypeId": "ebfd00b6-61d3-4d87-a6d8-810c941176d5"
      },
      {
        "value": "10.2200/S00490ED1V01Y201303AIM020",
        "identifierTypeId": "1795ea23-6856-48a5-a772-f356e16a8a6c"
      },
      {
        "value": "10.1007/978-3-031-01562-5 doi",
        "identifierTypeId": "2e8b3b6c-0e7d-4e48-bca2-b0b23b376af5"
      },
      {
        "value": "10.1007/978-3-031-01562-5",
        "identifierTypeId": "ebfd00b6-61d3-4d87-a6d8-810c941176d5"
      },
      {
        "value": "10.1007/978-3-031-01562-5",
        "identifierTypeId": "1795ea23-6856-48a5-a772-f356e16a8a6c"
      },
      {
        "value": "(OCoLC)844074622",
        "identifierTypeId": "439bfbae-75bc-4f74-9fc7-b2a2d47ce3ef"
      },
      {
        "value": "(OCoLC)843188346",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)861345369",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)961542811",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)962599998",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(Sirsi) spocn844074622",
        "identifierTypeId": "7e591197-f335-4afb-bc6d-a6d76ca3bace"
      }
    ],
    "publication": [
      {
        "place": "Cham, Switzerland",
        "publisher": "Springer",
        "dateOfPublication": "©2013"
      }
    ],
    "contributors": [
      {
        "name": "López, Beatriz",
        "primary": true,
        "contributorTypeId": "9f0a2cf0-7a9b-45a2-a403-f68d2850d07c",
        "contributorNameTypeId": "2b94c631-fca9-4892-a730-03ee529ffe2a"
      }
    ],
    "catalogedDate": "2022-08-06",
    "staffSuppress": false,
    "instanceTypeId": "6312d172-f0cf-40f6-b27d-9fa8feaf332f",
    "previouslyHeld": false,
    "classifications": [
      {
        "classificationNumber": "Q338.8 .L663 2013",
        "classificationTypeId": "ce176ace-a53e-4b4d-aa89-725ed7b2edac"
      },
      {
        "classificationNumber": "006.3",
        "classificationTypeId": "42471af9-7d25-4f3a-bf78-60d29dcf463b"
      }
    ],
    "instanceFormats": [

    ],
    "electronicAccess": [
      {
        "uri": "https://link.springer.com/10.1007/978-3-031-01562-5",
        "name": "Resource",
        "linkText": "SpringerLink",
        "publicNote": "Available to Stanford-affiliated users",
        "relationshipId": "f5d0068e-6272-458e-8a81-b85e7b9a14aa"
      }
    ],
    "holdingsRecords2": [

    ],
    "modeOfIssuanceId": "9d18a02f-5897-4c31-9106-c9abb5c7ae8b",
    "publicationRange": [

    ],
    "statisticalCodes": [

    ],
    "alternativeTitles": [

    ],
    "discoverySuppress": false,
    "instanceFormatIds": [
      "f5e8210f-7640-459b-a71f-552567f92369"
    ],
    "publicationPeriod": {
      "start": 2013
    },
    "statusUpdatedDate": "2023-08-21T21:23:00.291+0000",
    "statisticalCodeIds": [

    ],
    "administrativeNotes": [

    ],
    "physicalDescriptions": [
      "1 online resource (xv, 87 pages) : illustrations"
    ],
    "publicationFrequency": [

    ],
    "suppressFromDiscovery": false,
    "natureOfContentTermIds": [

    ]
  },
  "holdingSummaries": [
    {
      "poLineId": null,
      "orderType": null,
      "orderStatus": null,
      "poLineNumber": null,
      "orderSentDate": null,
      "orderCloseReason": null,
      "polReceiptStatus": null
    }
  ]
}