„… application of the hierarchical clustering algorithm require the election of an initial first node, since …” „… clustering method or dichotomy building algorithm using document centroids in W[]i and W[]j as described in …” „… separate unit. The needed clustering is supported by the Dichotomy Algorithm unit. Last but not least, the …”

„… 32 Performance Evaluation of an Immune Genetic Algorithm Pongsarun Boonyopakorn and Phayung Meesad …” „… System (AIS) and Genetic Algorithm (GA). The novel algorithm called the immune genetic algorithm (IGA …” „… . The five single objectives were then used to test the modified algorithm, the results showed that IGA …”

„… Algorithmen zu entwickeln, die in der Lage sind von verfügbaren gemessenen oder simulierten Daten zu lernen …” „… “) Datensätze ohne explizite Trai-ningsprozesse. [12] Dafür stehen diverse Clustering Methoden wie z.B …” „… . hierarchical clus-VDI-Berichte Nr. 2379, 2022 113tering, partitional clustering, k-means, spectral clustering …”

„… algorithms, the notion of using a set of two related dictionaries (LR and HR dictionaries) has been …” „… of the algorithm that popularized dictionaries the most has been the one based on the sparsity prior …” „… , first introduced by Yang et al. [94, 95]. These algorithms are based on the sparse signal representation …”

„… . In the Neighbor Embedding SR work of [27], a clustering in the training set is performed based on …” „… cluster, thus showing some adaptive behavior. Nevertheless, the patches to be included in the clustering …” „… textures to the ones present in the image. By doing so, we can feed to the SR dictionary training algorithm …”

„… Euclidean space. In this chapter we present a novel SR algorithm that tackles the same objectives (e.g …” „… also in order to perform the unsupervised clustering task that provide the linearization anchor points …” „… structures for unsupervised clustering and fast inference, attaching a locally linear mapping in each leaf …”

„… 106 Bibliography [1] M. Aharon, M. Elad, and A. Bruckstein. K-SVD: An algorithm for designing …” „… . Patchmatch: A randomized correspondence algorithm for structural image editing. ACM Trans. Graph …” „… clustering. Machine Learning, 42(1):143–175, 2001. [16] P. Dollár, P. Welinder, and P. Perona. Cascaded pose …”

„… which are already equipped with SR algorithms. 1.3 Challenges Super Resolution presents many challenges …” „… Related work 3 Bicubic Super Resolution Ground Truth algorithms (see details in Chapter 8). overly smooth …” „… Chapters 2 and 3. 1.5 Contributions The contributions of this thesis are: 1. We propose an algorithm to …”

„… . The majority of work focuses on the algorithm and architecture, often using complex machine learning …” „… increased detections and full velocity can improve the radar clustering and in turn the fused detection …” „… processor inside the camera on which all computation is done. The right processor and choice of algorithms …”

„… Anwendung von Methoden und Algorithmen zur möglichst automatischen Extraktion empirischer Zusam -menhänge …” „… zwischen Planungsobjekten“ [3]. Auch zur Analyse spanender Fertigungsverfahren wurden solche Algorithmen …” „… Klassen. 3.1.2 Clustering Bringt der Prozessplaner noch kein Vorwissen über ähn-liche Verhaltensweisen von …”