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Journal of visual communication and image representation, ISSN 1047-3203, 2012, Volume 23, Issue 2, pp. 293 - 302
Journal Article
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), ISSN 1520-6149, 04/2018, Volume 2018-, pp. 2851 - 2855
Conference Proceeding
IEEE transaction on neural networks and learning systems, ISSN 2162-2388, 09/2019, Volume 30, Issue 9, pp. 2886 - 2892
Journal Article
2011 IEEE 23rd International Conference on Tools with Artificial Intelligence, ISSN 1082-3409, 11/2011, pp. 856 - 864
The Normalized Compression Distance (NCD) has gained considerable interest in pattern recognition as a similarity measure applicable to unstructured data of very different domains, such as text, DNA sequences, or images... 
Measurement | Dictionaries | Image coding | parameter-free data mining | Compressors | Complexity theory | Pattern recognition | similarity metric | dictionary-based compression | normalized compression distance | Compression algorithms | Similarity metric | Normalized Compression Distance | Parameter-free data mining | Dictionary-based compression
Conference Proceeding
Remote sensing (Basel, Switzerland), ISSN 2072-4292, 04/2020, Volume 12, Issue 7, p. 1162
Hyperspectral (HS) imaging has been used extensively in remote sensing applications like agriculture, forestry, geology and marine science. HS pixel... 
Technology | Remote Sensing | Science & Technology | Engineering Sciences | Signal and Image processing | clustering | density | similarity | high dimensionality | parameter-free | hyperspectral
Journal Article
2009 IEEE International Geoscience and Remote Sensing Symposium, ISSN 2153-6996, 07/2009, Volume 3, pp. III-467 - III-469
Many fawns and other wild animals are killed by mowing machines every year. To prevent them from being killed or injured, a sensor system is being developed to... 
Infrared detectors | similarity measure | Data compression | Sensor systems | Image coding | Image analysis | Animals | Parameter free | Radar detection | Clustering algorithms | Infrared image sensors | Cameras | pattern recognition | Pattern recognition | Similarity measure
Conference Proceeding
08/2018, Advances in Intelligent Systems and Computing, ISBN 9789811309229, Volume 748
Automation in detecting and segmenting brain tumor is the need of the era in order to diagnose human brain magnetic resonance images (MRIs) and required for... 
Dice Similarity Coefficient (DSC) | Parameter-free Clustering | Automatic Brain Tumor Detection | Brain Tumor Segmentation | Human Brain Magnetic Resonance Imaging
Book Chapter
Pattern recognition letters, ISSN 0167-8655, 12/2017, Volume 100, pp. 167 - 173
....•The algorithm is parameter-free and can classify datasets automatically. As an important tool of data mining, clustering analysis can measure similarity between different data and classify... 
Weighted complete graph | Parameter-free | Laplacian centrality peaks clustering | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology | Electrical engineering | Computer science | Algorithms | Data mining | Analysis | Cluster analysis | Data points | Parameters | Data processing | Graph theory | Laplace transforms | Pattern recognition | Clustering | Parameter optimization | Nodes | Classification
Journal Article
IEEE access, ISSN 2169-3536, 2017, Volume 5, pp. 21852 - 21861
Journal Article
2017 17th International Symposium on Communications and Information Technologies (ISCIT), 09/2017, Volume 2018-, pp. 1 - 6
.... The main contributions are three-fold. (i) A local consistency factor (LCF) is proposed to indicate the local density similarity of points... 
Solid modeling | Three-dimensional displays | Parameter estimation | Image color analysis | parameter-free | Color | 3D point cloud | clustering | Information and communication technology | Anomaly detection | outlier removal
Conference Proceeding
Journal Article
BMC systems biology, ISSN 1752-0509, 08/2016, Volume 10, Issue S2, pp. 51 - 51
Journal Article
03/2015, ISBN 9781118906538, 21
Book Chapter
08/2018, Lecture Notes in Computer Science, ISBN 3319988115, Volume 11030
.... Density-based clustering algorithms require a distance measure to discover dense regions... 
Minimum description length | Distance hierarchy | Parameter free clustering | Density-based clustering
Book Chapter
Data mining and knowledge discovery, ISSN 1384-5810, 2/2007, Volume 14, Issue 1, pp. 99 - 129
Journal Article
International journal of data warehousing and mining, ISSN 1548-3924, 04/2017, Volume 13, Issue 2, pp. 63 - 74
Clustering is fundamental for using big data. However, AP (affinity propagation) is not good at non-convex datasets, and the input parameter has a marked... 
Parameter Free Affinity Propagation (PFAP) | Clustering | Density | Distance | Images | Computer Science, Software Engineering | Technology | Computer Science | Science & Technology | Datasets | Parameter estimation | Data management | Data sets | Big Data | Amalgamation | Parameters | Benchmarking | Affinity | Robustness
Journal Article
International journal for numerical methods in fluids, ISSN 0271-2091, 09/2016, Volume 82, Issue 1, pp. 35 - 56
Journal Article