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+package de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan;
+
+/*
+ This file is part of ELKI:
+ Environment for Developing KDD-Applications Supported by Index-Structures
+
+ Copyright (C) 2014
+ Ludwig-Maximilians-Universität München
+ Lehr- und Forschungseinheit für Datenbanksysteme
+ ELKI Development Team
+
+ This program is free software: you can redistribute it and/or modify
+ it under the terms of the GNU Affero General Public License as published by
+ the Free Software Foundation, either version 3 of the License, or
+ (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ GNU Affero General Public License for more details.
+
+ You should have received a copy of the GNU Affero General Public License
+ along with this program. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+import de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.FourC;
+import de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan.PreDeConNeighborPredicate.PreDeConModel;
+import de.lmu.ifi.dbs.elki.data.type.SimpleTypeInformation;
+import de.lmu.ifi.dbs.elki.database.Database;
+import de.lmu.ifi.dbs.elki.database.ids.DBIDRef;
+import de.lmu.ifi.dbs.elki.utilities.documentation.Reference;
+import de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer;
+import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.Parameterization;
+
+/**
+ * The PreDeCon core point predicate -- having at least minpts. neighbors, and a
+ * maximum preference dimensionality of lambda.
+ *
+ * <p>
+ * Reference:
+ * <p>
+ * C. Böhm, K. Kailing, P. Kröger, A. Zimek:<br />
+ * Computing Clusters of Correlation Connected Objects. <br>
+ * In Proc. ACM SIGMOD Int. Conf. on Management of Data, Paris, France, 2004.
+ * </p>
+ *
+ * @author Erich Schubert
+ *
+ * @apiviz.has Instance
+ */
+@Reference(authors = "C. Böhm, K. Kailing, P. Kröger, A. Zimek", //
+title = "Computing Clusters of Correlation Connected Objects", //
+booktitle = "Proc. ACM SIGMOD Int. Conf. on Management of Data, Paris, France, 2004, 455-466", //
+url = "http://dx.doi.org/10.1145/1007568.1007620")
+public class FourCCorePredicate implements CorePredicate {
+ /**
+ * The PreDeCon settings class.
+ */
+ protected FourC.Settings settings;
+
+ /**
+ * Default constructor.
+ *
+ * @param settings PreDeCon settings
+ */
+ public FourCCorePredicate(FourC.Settings settings) {
+ super();
+ this.settings = settings;
+ }
+
+ @SuppressWarnings("unchecked")
+ @Override
+ public <T> CorePredicate.Instance<T> instantiate(Database database, SimpleTypeInformation<?> type) {
+ return (CorePredicate.Instance<T>) new Instance(settings);
+ }
+
+ @Override
+ public boolean acceptsType(SimpleTypeInformation<?> type) {
+ return (type.getRestrictionClass().isAssignableFrom(PreDeConModel.class));
+ }
+
+ /**
+ * Instance for a particular data set.
+ *
+ * @author Erich Schubert
+ */
+ public static class Instance implements CorePredicate.Instance<PreDeConModel> {
+ /**
+ * The PreDeCon settings class.
+ */
+ protected FourC.Settings settings;
+
+ /**
+ * Constructor for this predicate.
+ *
+ * @param settings PreDeCon settings
+ */
+ public Instance(FourC.Settings settings) {
+ super();
+ this.settings = settings;
+ }
+
+ @Override
+ public boolean isCorePoint(DBIDRef point, PreDeConModel model) {
+ return (model.pdim <= settings.lambda) && (model.ids.size() >= settings.minpts);
+ }
+ }
+
+ /**
+ * Parameterization class
+ *
+ * @author Erich Schubert
+ *
+ * @apiviz.exclude
+ */
+ public static class Parameterizer extends AbstractParameterizer {
+ /**
+ * The PreDeCon settings class.
+ */
+ protected FourC.Settings settings;
+
+ @Override
+ protected void makeOptions(Parameterization config) {
+ super.makeOptions(config);
+ settings = config.tryInstantiate(FourC.Settings.class);
+ }
+
+ @Override
+ protected FourCCorePredicate makeInstance() {
+ return new FourCCorePredicate(settings);
+ }
+ }
+} \ No newline at end of file