Studies in Classification, Data Analysis, and Knowledge Organization

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Top Articles

#	Title	Journal	Year	Citations
1	KNIME: The Konstanz Information Miner	Studies in Classification, Data Analysis, and Knowledge Organization	2008	644
2	Analysis of Symbolic Data	Studies in Classification, Data Analysis, and Knowledge Organization	2000	250
3	Multilevel Modeling: When and Why	Studies in Classification, Data Analysis, and Knowledge Organization	1998	248
4	VOS: A New Method for Visualizing Similarities Between Objects	Studies in Classification, Data Analysis, and Knowledge Organization	2007	242
5	A Matlab Toolbox for Music Information Retrieval	Studies in Classification, Data Analysis, and Knowledge Organization	2008	235
6	Self-Organizing Neural Networks for Visualisation and Classification	Studies in Classification, Data Analysis, and Knowledge Organization	1993	171
7	Regression Analysis for Interval-Valued Data	Studies in Classification, Data Analysis, and Knowledge Organization	2000	141
8	Block-relaxation Algorithms in Statistics	Studies in Classification, Data Analysis, and Knowledge Organization	1994	124
9	Clustering Methods: A History of k-Means Algorithms	Studies in Classification, Data Analysis, and Knowledge Organization	2007	104
10	Choosing the Number of Component Clusters in the Mixture-Model Using a New Informational Complexity Criterion of the Inverse-Fisher Information Matrix	Studies in Classification, Data Analysis, and Knowledge Organization	1993	103
11	Symbolic Regression Analysis	Studies in Classification, Data Analysis, and Knowledge Organization	2002	89
12	PLS-MGA: A Non-Parametric Approach to Partial Least Squares-based Multi-Group Analysis	Studies in Classification, Data Analysis, and Knowledge Organization	2012	83
13	K-means clustering in a low-dimensional Euclidean space	Studies in Classification, Data Analysis, and Knowledge Organization	1994	77
14	Dynamical Clustering of Interval Data: Optimization of an Adequacy Criterion Based on Hausdorff Distance	Studies in Classification, Data Analysis, and Knowledge Organization	2002	69
15	A L 1-norm PCA and a Heuristic Approach	Studies in Classification, Data Analysis, and Knowledge Organization	1996	58
16	Descriptive Statistics for Symbolic Data	Studies in Classification, Data Analysis, and Knowledge Organization	2000	57
17	Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-Package Flacco	Studies in Classification, Data Analysis, and Knowledge Organization	2019	52
18	What is Data Science ? Fundamental Concepts and a Heuristic Example	Studies in Classification, Data Analysis, and Knowledge Organization	1998	50
19	Classification, Clustering, and Data Analysis	Studies in Classification, Data Analysis, and Knowledge Organization	2002	50
20	Plagiarism Detection Without Reference Collections	Studies in Classification, Data Analysis, and Knowledge Organization	2007	48
21	Knowledge Extraction from Self-Organizing Neural Networks	Studies in Classification, Data Analysis, and Knowledge Organization	1993	45
22	Collaborative Tag Recommendations	Studies in Classification, Data Analysis, and Knowledge Organization	2008	42
23	Two-Mode Overlapping Clustering With Applications to Simultaneous Benefit Segmentation and Market Structuring	Studies in Classification, Data Analysis, and Knowledge Organization	1997	41
24	Attribute Exploration with Background Implications and Exceptions	Studies in Classification, Data Analysis, and Knowledge Organization	1996	41
25	High Dimensional Clustering Using Parallel Coordinates and the Grand Tour	Studies in Classification, Data Analysis, and Knowledge Organization	1997	40
26	Zero Replacement in Compositional Data Sets	Studies in Classification, Data Analysis, and Knowledge Organization	2000	40
27	Feedback Prediction for Blogs	Studies in Classification, Data Analysis, and Knowledge Organization	2014	38
28	Text Mining - Knowledge extraction from unstructured textual data	Studies in Classification, Data Analysis, and Knowledge Organization	1998	35
29	An Algorithm for Positive-Breakdown Regression Based on Concentration Steps	Studies in Classification, Data Analysis, and Knowledge Organization	2000	34
30	On the Problem of Error Propagation in Classifier Chains for Multi-label Classification	Studies in Classification, Data Analysis, and Knowledge Organization	2014	32
31	Visualising a Text with a Tree Cloud	Studies in Classification, Data Analysis, and Knowledge Organization	2010	32
32	A New Algorithm for Two-Mode Clustering	Studies in Classification, Data Analysis, and Knowledge Organization	1996	32
33	Cluster Validation	Studies in Classification, Data Analysis, and Knowledge Organization	1998	31
34	The Five Factor Model of Personality and Evaluation of Drug Consumption Risk	Studies in Classification, Data Analysis, and Knowledge Organization	2017	31
35	Mathematical Classification and Clustering: From How to What and Why	Studies in Classification, Data Analysis, and Knowledge Organization	1998	30
36	Dependencies and Variation Components of Symbolic Interval-Valued Data	Studies in Classification, Data Analysis, and Knowledge Organization	2007	30
37	Self-Organizing Maps of Very Large Document Collections: Justification for the WEBSOM Method	Studies in Classification, Data Analysis, and Knowledge Organization	1998	30
38	Conceptual Landscapes of Knowledge: A Pragmatic Paradigm for Knowledge Processing	Studies in Classification, Data Analysis, and Knowledge Organization	1999	29
39	On The General Distance Measure	Studies in Classification, Data Analysis, and Knowledge Organization	2003	28
40	Multi-layer Perceptron on Interval Data	Studies in Classification, Data Analysis, and Knowledge Organization	2002	27
41	Null Models in Cluster Validation	Studies in Classification, Data Analysis, and Knowledge Organization	1996	27
42	Data Analysis, Machine Learning and Applications	Studies in Classification, Data Analysis, and Knowledge Organization	2008	26
43	Standardisation of Data Set under Different Measurement Scales	Studies in Classification, Data Analysis, and Knowledge Organization	2000	26
44	The Information Content of Consensus Trees	Studies in Classification, Data Analysis, and Knowledge Organization	1998	26
45	Data Analysis Based on a Conceptual File	Studies in Classification, Data Analysis, and Knowledge Organization	1991	26
46	A Mathematical Model for Conceptual Knowledge Systems	Studies in Classification, Data Analysis, and Knowledge Organization	1991	25
47	Data Science, Classification, and Related Methods	Studies in Classification, Data Analysis, and Knowledge Organization	1998	25
48	k-Means Clustering with Outlier Detection, Mixed Variables and Missing Values	Studies in Classification, Data Analysis, and Knowledge Organization	2003	24
49	Projecting Dialect Distances to Geography: Bootstrap Clustering vs. Noisy Clustering	Studies in Classification, Data Analysis, and Knowledge Organization	2008	24
50	Conceptual Data Systems	Studies in Classification, Data Analysis, and Knowledge Organization	1993	24

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Studies in Classification, Data Analysis, and Knowledge Organization

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