„… clustering-based extraction of moving objects is proposed that generically detects arbitrary-shaped moving objects …” „… , whereas the clustering-based extraction of newly occurring objects is applied afterwards in Section 4.4 …” „… same moving extended object instance. New objects are extracted by a density-based clustering of …”

„… (radially bounded) nearest neighbor clustering [63, 79], density-based clustering [11, 40, 129], or a …” „… spatial grid structure discretization with a subsequent connected component clustering [46]. Given such …” „… , 137]. Hence, this enables a moving object detection by clustering measurement data classified as …”

„… moving objects, or partial occlusions with gaps in-between, where clustering-based approaches without any …” „… clustering, where dynamic occupied cells with similar velocities are compared with the local neighborhood …”

„… . . . . . . . . . . . . . . . . . . . . . 87 4.3.3 Additional Clustering with Verification . . . . . . . . . . . . . . . . 91 4.4 Extraction of …” „… Newly Occurring Object Tracks . . . . . . . . . . . . . . . . 94 4.4.1 Density-Based Clustering of …” „… association N c ε ε-neighborhood of a cell c for density-based clustering Object State Estimation a …”

„… , D. Raulo, and C. Laugier. Bayesian occupancy filter based ”Fast Clustering-Tracking” algorithm. In …” „… . Dietmayer. Grid-based DBSCAN for clustering extended objects in radar data. In Proc. IEEE Intell. Veh. Symp …” „… ., pages 365–370, June 2012. [63] K. Klasing, D. Wollherr, and M. Buss. A clustering method for efficient …”

„… . Newly occurring objects are formed by a density-based clustering of dynamic occupied cells with similar …” „… cell clustering of dynamic occupied cells with similar velocities, which in turn is based on the …” „… successive time steps, the proposed particle labeling association with the subsequent clustering and …”

„… extracted and tracked using distancebased clustering of those detected moving parts, e.g., [20, 24, 56, 104 …” „… enables a more sensible clustering of objects that move closely to each other and velocity estimates of …”

„… ClusteringPartition-based ClusteringFuzzy ClusteringData Collection NormalizationKnowledgeGenerationOne-step …” „… CollectionMeasurementt-SNEPCALLEDensity-based ClusteringNormalizationDimension Reduction ClusteringData CollectionWCS 1WCS 2WCS 3System 1 …” „… parts to produce ct and htLi Euclidean metric between the worst and best points of ith clusteringLx …”

„… Reduction . . . . . . . . . . . . . . . 343.2.4 DBSCAN for Clustering …” „… clustering of applications with noiseDEI Distributed edge intelligenceDLA Device level assessmentDQN Deep …” „… Multi-Functional InterfaceNB Naive bayesOPTICS Ordering points to identify the clustering structurePCA Principal …”

„… [51]CART[31]ID3[32]TD[62]Logistic Regression[28]Hierarchical Clustering[47]k means[50]kNN[30]SLINK[48 …” „… sub-categories: dimension reduction, clustering, and generation.Principal component analysis (PCA) is a classical …” „… (LPP) [46],isomap [47], and t-distributed stochastic neighbor embedding (t-SNE) [48].Clustering …”

„… distributed edge assessment. The AE-based model with two stages (i.e.,dimension reduction and clustering) can …”

„… . Mean shift, mode seeking, and clustering. IEEE transactions on patternanalysis and machine intelligence …” „… to identify the clustering structure. ACM Sigmod record, 28(2):49–60, 1999.[57] Pascal Vincent, Hugo …”

„… clusterings—an information based distance,” Journal of Multivari-ate Analysis, vol. 98, no. 5, pp. 873–895, May …” „… to control. Our approach utilizes the Toeplitz inverse covariance-based clustering (TICC) algorithm …” „… , eliminating the need for an additional segmentation step. While achieving both segmentation and clustering in …”

„… segments and the computational time of each DTW metric. Moreover, the performance of clustering when the …” „… Rechenzeit der einzelnen DTW-Metriken. Außerdem wird die Leistung des Clustering verglichen, wenn der …” „… when taken as the similarity measure in cluster-ing algorithms. In this paper, we investigate the …”

„… flows. In each partition, further clustering can be done to find constellations of field devices that …” „… are directly affected by variations in the plant operation. The clustering can be done according to …” „… is especially useful for clustering and data exploration. During training, the model projects the …”

„… analysis method, Frequent-Pattern Tree (FP-Growth) algorithm, and clustering methods to identify …” „… , clustering of almost happening alarms at the same time and simultaneously, and detection of historical alarm …” „… location of the happening alarms. Finally, this clustering defines the transaction inputs that are analyzed …”

„… wenig adressiertes Thema. Im ersten Teil dieser Beitragsreihe „Identifikation und Clustering von …” „… - Identifikation und Clustering von Qualitätskriterien, atp magazin 6/7-2020, S. 68-75. [3] Barth, M.; Rosen, R …”

„… ) definiert in [25] die allgemeinen Einsatzbereiche von KI zu Regression, Klassifikation, Clustering und …”

„… zukünftige Produktionsszenarien zu klassifizieren, wurden durch hierarchisches Clustering, nach Pearson [13 …”

„… the software that actually performs the document clusteringTowards a Librarian of the Web 63Fig. 2 …” „… of the clustering solutions, for one dataset and for all three cluster-ing/classification approaches …” „… clustering/classification algorithms when the actualclustering is carried out.4.1 Exp. 1: Clustering using Antipodean …”

„… hierarchical document clustering method[6].Nevertheless, the immediate application of the hierarchical …” „… clustering algorithmpresented before requires the election of an initial first node, since subsequentmerging …” „… : Dj,m)}84 H. Unger and M. M. Kubekare considered. Any clustering method or dichotomy building …”

„… so-calledsmall-world networks are characterised by a high clustering coefficient and alow average path length. Thus …” „… compo-nents for automatic text processing (clustering and classification of web docu-ments and queries), for …” „… management of documentcollections (their cataloguing, classification and topical clustering), the …”

„… clustering method [4]. The so-called Chinese Whis-pers algorithm [5] is another interesting and related …” „… , USA, pages 680–685, 2002.[5] C. Biemann. Chinese whispers: An efficient graph clustering algorithmand …”

„… algo-rithm [3] is another interesting clustering technique that can be used in the field8 M. M. Kubek and H …” „… and text clustering solutions.24 M. M. Kubek and H. UngerReferences[1] Hawkins, J., Blakeslee, S.: On …” „… Whispers: An Efficient Graph Clustering Algo-rithm and its Application to Natural Language Processing …”

„… clustering algorithms as derived in Chapter 5 and as well as fordocument categorisation and search. A concept …”

„… hierarchical clustering algorithm [2]based on them. The introduction of centroids changes the methods of …”

„… processing. The knowledge extraction deals with outlier detection and clustering of simulations with similar …” „… errechnete Distanzmatrix dient dabei als Eingabe für zwei Algorithmen, dem hierarchischem Clustering und …” „… der Visualisierung. Das agglomerative hierarchische Clustering [8] versucht Gruppen ähnlicher …”