{
    "item": {
        "author": "Gianpaolo Coro",
        "extras": [
            {
                "key": "system:type",
                "value": "Method"
            },
            {
                "key": "TechnicalDetails:input",
                "value": "FeaturesColumnNames [COLUMN_LIST]  : column Names for the features [a sequence of names of columns from OccurrencePointsTable separated by | ]"
            },
            {
                "key": "TechnicalDetails:input",
                "value": "maxIterations [OBJECT]  : XMeans max number of overall iterations of the clustering learning"
            },
            {
                "key": "TechnicalDetails:input",
                "value": "minClusters [OBJECT]  : minimum number of expected clusters"
            },
            {
                "key": "TechnicalDetails:input",
                "value": "maxClusters [OBJECT]  : maximum number of clusters to produce"
            },
            {
                "key": "TechnicalDetails:input",
                "value": "OccurrencePointsClusterLabel [OBJECT]  : table name of the resulting distribution"
            },
            {
                "key": "TechnicalDetails:input",
                "value": "OccurrencePointsTable [TABULAR] default :   : Occurrence Points Table. Max 4000 points [a http link to a table in UTF-8 encoding following this template: (GENERIC) A generic comma separated csv file in UTF-8 encoding]"
            },
            {
                "key": "TechnicalDetails:input",
                "value": "min_points [OBJECT]  : number of points which define an outlier set"
            },
            {
                "key": "TechnicalDetails:output",
                "value": "non_deterministic_output [FILE]  : NonDeterministicOutput"
            },
            {
                "key": "TechnicalDetails:output",
                "value": "OutputTable [TABULAR] default :   : Output cluster table [a http link to a table in UTF-8 ecoding following this template: (CLUSTER) http://goo.gl/PnKhhb]"
            },
            {
                "key": "Identity:Creator",
                "value": "Coro, Gianpaolo"
            },
            {
                "key": "Identity:CreationDate",
                "value": "1900-01-01"
            },
            {
                "key": "AccessMode:UsageMode",
                "value": "as-a-Service via Blue-Cloud Infrastructure"
            },
            {
                "key": "AccessMode:Availability",
                "value": "On-Line"
            },
            {
                "key": "TechnicalDetails:Hosting Environment",
                "value": "gCube SmartGear"
            },
            {
                "key": "TechnicalDetails:Dependencies on Other SW",
                "value": "gCube DataMiner"
            },
            {
                "key": "Rights:Field/Scope of use",
                "value": "Any use"
            },
            {
                "key": "Rights:Basic rights",
                "value": "Communication"
            },
            {
                "key": "Rights:Basic rights",
                "value": "Making available to the public"
            },
            {
                "key": "Rights:Basic rights",
                "value": "Distribution"
            },
            {
                "key": "Attribution:Attribution requirements",
                "value": "Cite as: Coro, Gianpaolo (2021): Xmeans. n.d.. Blue-Cloud. DataMiner Process. https://data.dev.d4science.org/ctlg/devVRE/xmeans_in_devvre. Retrieved from the DEVGateway (https://next.d4science.org/group/devvre/dataminer?OperatorId=org.gcube.dataanalysis.wps.statisticalmanager.synchserver.mappedclasses.clusterers.XMEANS) operated by D4Science.org www.d4science.org"
            }
        ],
        "license_id": "CC-BY-NC-SA-4.0",
        "maintainer": "Gianpaolo Coro",
        "name": "xmeans_in_devvre",
        "notes": "A clustering algorithm for occurrence points that relies on the X-Means algorithm, i.e. an extended version of the K-Means algorithm improved by an Improve-Structure part. A Maximum of 4000 points is allowed.",
        "private": false,
        "tags": [
            {
                "name": "Data Clustering"
            },
            {
                "name": "devVRE"
            },
            {
                "name": "WPS"
            },
            {
                "name": "Analytics"
            }
        ],
        "title": "Xmeans in devVRE",
        "version": null
    },
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