Citation analysis for Journal of Classification / Springer

Citation Profile [Updated: 2026-07-12 11:58:33]

5 Years H Index

Impact Factor (IF)

0.08

5 Years IF

0.06

Data available in this report

[Raw data] [50 most cited papers] [50 most relevant papers] [cites used to compute IF] [Recent citations ][Frequent citing series ] [more data in EconPapers] [trace new citations] [Missing citations? Add them now] [Incorrect content? Let us know]

Main indicators

Raw Data

	IF	AIF	CIF	IF5	DOC	CDO	CIT	NCI	CCU	D2Y	C2Y	D5Y	C5Y	SC	%SC	CiY	II	AII
1990	0.09	0.1	0.67	0.1	15	15	51	10	10	33	3	81	8	9	90		0	0.05
1991	0.06	0.11	0.62	0.08	14	29	64	18	28	32	2	79	6	8	44.4	1	0.07	0.06
1992	0	0.12	0.18	0.07	26	55	56	10	38	29		75	5	6	60		0	0.06
1993	0.15	0.13	0.23	0.09	11	66	34	15	53	40	6	88	8	6	40	1	0.09	0.06
1994	0.05	0.14	0.1	0.05	13	79	52	8	61	37	2	83	4	6	75		0	0.07
1995	0.13	0.22	0.21	0.09	16	95	132	20	81	24	3	79	7	15	75		0	0.1
1996	0.14	0.25	0.36	0.13	20	115	217	41	122	29	4	80	10	7	17.1		0	0.11
1997	0.11	0.24	0.11	0.08	8	123	17	14	136	36	4	86	7	3	21.4		0	0.11
1999	0	0.3	0.06	0	10	133	61	8	171	8		57			0		0	0.14
2001	0	0.38	0.2	0.11	7	140	22	28	213	10		38	4		0		0	0.17
2003	0	0.43	0.17	0.06	6	146	47	25	245	7		17	1		0		0	0.21
2004	0	0.47	0.16	0.04	12	158	33	26	271	6		23	1		0		0	0.21
2005	0.06	0.51	0.17	0.04	16	174	119	30	301	18	1	25	1		0		0	0.23
2006	0.04	0.5	0.22	0.05	15	189	93	42	343	28	1	41	2		0		0	0.22
2007	0.1	0.44	0.27	0.18	14	203	140	55	398	31	3	49	9		0	1	0.07	0.2
2008	0.28	0.47	0.44	0.35	19	222	76	97	495	29	8	63	22	16	16.5	2	0.11	0.22
2009	0.36	0.46	0.42	0.29	16	238	47	100	595	33	12	76	22	15	15	1	0.06	0.23
2010	0.23	0.46	0.4	0.25	20	258	95	104	699	35	8	80	20	14	13.5	1	0.05	0.2
2011	0.14	0.5	0.3	0.2	21	279	48	85	784	36	5	84	17	9	10.6	2	0.1	0.23
2012	0.1	0.5	0.42	0.22	17	296	82	123	908	41	4	90	20	22	17.9		0	0.21
2013	0.03	0.53	0.45	0.14	19	315	67	142	1050	38	1	93	13	14	9.9		0	0.23
2014	0.22	0.52	0.38	0.27	21	336	197	129	1179	36	8	93	25	18	14	1	0.05	0.22
2015	0.23	0.52	0.4	0.2	24	360	79	144	1323	40	9	98	20	40	27.8	2	0.08	0.22
2016	0.36	0.49	0.48	0.31	25	385	87	185	1509	45	16	102	32	44	23.8	1	0.04	0.2
2017	0.29	0.51	0.46	0.29	23	408	80	189	1698	49	14	106	31	40	21.2	1	0.04	0.2
2018	0.21	0.52	0.38	0.37	26	434	43	165	1863	48	10	112	41	34	20.6	6	0.23	0.22
2019	0.31	0.53	0.45	0.33	37	471	31	211	2074	49	15	119	39	59	28	2	0.05	0.21
2020	0.13	0.63	0.51	0.24	45	516	46	261	2335	63	8	135	32	67	25.7		0	0.3
2021	0.1	0.72	0.46	0.21	33	549	43	254	2589	82	8	156	32	65	25.6	2	0.06	0.26
2022	0.17	0.71	0.42	0.18	30	579	40	242	2831	78	13	164	30	41	16.9	3	0.1	0.21
2023	0.24	0.66	0.46	0.22	27	606	9	281	3112	63	15	171	37	40	14.2		0	0.19
2024	0.25	0.71	0.4	0.23	31	637	4	253	3365	57	14	172	40	45	17.8		0	0.21
2025	0.17	0.94	0.42	0.23	32	669	6	283	3648	58	10	166	39	53	18.7	3	0.09	0.27
2026	0.08		0.11	0.06	13	682	0	73	3721	63	5	153	9	23	31.5		0

IF:	Two years Impact Factor: C2Y / D2Y
AIF:	Average Impact Factor for all series in RePEc in year y
CIF:	Cumulative impact factor
IF5:	Five years Impact Factor: C5Y / D5Y
DOC:	Number of documents published in year y
CDO:	Cumulative number of documents published until year y
CIT:	Number of citations to papers published in year y
NCI:	Number of citations in year y
CCU:	Cumulative number of citations to papers published until year y
D2Y:	Number of articles published in y-1 plus y-2
C2Y:	Cites in y to articles published in y-1 plus y-2
D5Y:	Number of articles published in y-1 until y-5
C5Y:	Cites in y to articles published in y-1 until y-5
SC:	selft citations in y to articles published in y-1 plus y-2
%SC:	Percentage of selft citations in y to articles published in y-1 plus y-2
CiY:	Cites in year y to documents published in year y
II:	Immediacy Index: CiY / Documents.
AII:	Average Immediacy Index for series in RePEc in year y

50 most cited documents in this series

#	Year	Title	Cited
1	1985	Comparing partitions. (1985). Arabie, Phipps ; Hubert, Lawrence. In: Journal of Classification. RePEc:spr:jclass:v:2:y:1985:i:1:p:193-218. Full description at Econpapers \|\| Download paper	718
2	1996	An entropy criterion for assessing the number of clusters in a mixture model. (1996). Celeux, Gilles ; Soromenho, Gilda. In: Journal of Classification. RePEc:spr:jclass:v:13:y:1996:i:2:p:195-212. Full description at Econpapers \|\| Download paper	187
3	2014	Wardâs Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Wardâs Criterion?. (2014). Legendre, Pierre ; Murtagh, Fionn. In: Journal of Classification. RePEc:spr:jclass:v:31:y:2014:i:3:p:274-295. Full description at Econpapers \|\| Download paper	147
4	1988	A maximum likelihood methodology for clusterwise linear regression. (1988). Cron, William ; Desarbo, Wayne. In: Journal of Classification. RePEc:spr:jclass:v:5:y:1988:i:2:p:249-282. Full description at Econpapers \|\| Download paper	124
5	1986	Metric and Euclidean properties of dissimilarity coefficients. (1986). Legendre, P. ; Gower, J.. In: Journal of Classification. RePEc:spr:jclass:v:3:y:1986:i:1:p:5-48. Full description at Econpapers \|\| Download paper	98
6	1995	A mixture likelihood approach for generalized linear models. (1995). Desarbo, Wayne ; Wedel, Michel. In: Journal of Classification. RePEc:spr:jclass:v:12:y:1995:i:1:p:21-55. Full description at Econpapers \|\| Download paper	79
7	1988	A study of standardization of variables in cluster analysis. (1988). Cooper, Martha ; Milligan, Glenn. In: Journal of Classification. RePEc:spr:jclass:v:5:y:1988:i:2:p:181-204. Full description at Econpapers \|\| Download paper	65
8	2005	Hierarchical Clustering via Joint Between-Within Distances: Extending Wards Minimum Variance Method. (2005). Rizzo, Maria L. ; Szekely, Gabor J.. In: Journal of Classification. RePEc:spr:jclass:v:22:y:2005:i:2:p:151-183. Full description at Econpapers \|\| Download paper	59
9	2016	Model-Based Clustering. (2016). McNicholas, Paul D. In: Journal of Classification. RePEc:spr:jclass:v:33:y:2016:i:3:d:10.1007_s00357-016-9211-9. Full description at Econpapers \|\| Download paper	46
10	2007	Initializing K-means Batch Clustering: A Critical Evaluation of Several Techniques. (2007). Brusco, Michael J. ; Steinley, Douglas. In: Journal of Classification. RePEc:spr:jclass:v:24:y:2007:i:1:p:99-121. Full description at Econpapers \|\| Download paper	45
11	2007	Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering. (2007). Fraley, Chris ; Raftery, Adrian E.. In: Journal of Classification. RePEc:spr:jclass:v:24:y:2007:i:2:p:155-181. Full description at Econpapers \|\| Download paper	39
12	1999	MCLUST: Software for Model-Based Cluster Analysis. (1999). Fraley, Chris ; Raftery, Adrian E.. In: Journal of Classification. RePEc:spr:jclass:v:16:y:1999:i:2:p:297-306. Full description at Econpapers \|\| Download paper	36
13	2012	Local Statistical Modeling via a Cluster-Weighted Approach with Elliptical Distributions. (2012). Vittadini, Giorgio ; Minotti, Simona ; Ingrassia, Salvatore. In: Journal of Classification. RePEc:spr:jclass:v:29:y:2012:i:3:p:363-401. Full description at Econpapers \|\| Download paper	35
14	2017	Robust Clustering in Regression Analysis via the Contaminated Gaussian Cluster-Weighted Model. (2017). Punzo, Antonio ; McNicholas, Paul D. In: Journal of Classification. RePEc:spr:jclass:v:34:y:2017:i:2:d:10.1007_s00357-017-9234-x. Full description at Econpapers \|\| Download paper	31
15	1984	Efficient algorithms for agglomerative hierarchical clustering methods. (1984). Day, William ; Edelsbrunner, Herbert. In: Journal of Classification. RePEc:spr:jclass:v:1:y:1984:i:1:p:7-24. Full description at Econpapers \|\| Download paper	31
16	2003	Enhanced Model-Based Clustering, Density Estimation, and Discriminant Analysis Software: MCLUST. (2003). Fraley, Chris ; Raftery, Adrian E.. In: Journal of Classification. RePEc:spr:jclass:v:20:y:2003:i:2:p:263-286. Full description at Econpapers \|\| Download paper	30
17	2006	On Similarity Indices and Correction for Chance Agreement. (2006). Niewiadomska-Bugaj, Magdalena ; Mihalko, Daniel ; Albatineh, Ahmed N.. In: Journal of Classification. RePEc:spr:jclass:v:23:y:2006:i:2:p:301-313. Full description at Econpapers \|\| Download paper	30
18	2015	The Generalized Linear Mixed Cluster-Weighted Model. (2015). Vittadini, Giorgio ; Punzo, Antonio ; Minotti, Simona ; Ingrassia, Salvatore. In: Journal of Classification. RePEc:spr:jclass:v:32:y:2015:i:1:p:85-113. Full description at Econpapers \|\| Download paper	29
19	2015	Erratum to: The Generalized Linear Mixed Cluster-Weighted Model. (2015). Vittadini, Giorgio ; Punzo, Antonio ; Minotti, Simona ; Ingrassia, Salvatore. In: Journal of Classification. RePEc:spr:jclass:v:32:y:2015:i:2:p:327-355. Full description at Econpapers \|\| Download paper	28
20	2017	Multivariate Response and Parsimony for Gaussian Cluster-Weighted Models. (2017). Punzo, Antonio ; Dang, Utkarsh J ; Ingrassia, Salvatore ; Browne, Ryan P ; McNicholas, Paul D. In: Journal of Classification. RePEc:spr:jclass:v:34:y:2017:i:1:d:10.1007_s00357-017-9221-2. Full description at Econpapers \|\| Download paper	26
21	1988	Convergence of the majorization method for multidimensional scaling. (1988). Leeuw, Jan. In: Journal of Classification. RePEc:spr:jclass:v:5:y:1988:i:2:p:163-180. Full description at Econpapers \|\| Download paper	25
22	1989	An index of goodness-of-fit based on noncentrality. (1989). McDonald, Roderick . In: Journal of Classification. RePEc:spr:jclass:v:6:y:1989:i:1:p:97-103. Full description at Econpapers \|\| Download paper	25
23	1985	Statistical theory in clustering. (1985). Hartigan, J.. In: Journal of Classification. RePEc:spr:jclass:v:2:y:1985:i:1:p:63-76. Full description at Econpapers \|\| Download paper	23
24	1986	Aggregation of equivalence relations. (1986). Rubinstein, Ariel ; Fishburn, Peter . In: Journal of Classification. RePEc:spr:jclass:v:3:y:1986:i:1:p:61-65. Full description at Econpapers \|\| Download paper	23
25	2010	Intelligent Choice of the Number of Clusters in K-Means Clustering: An Experimental Study with Different Cluster Spreads. (2010). Chiang, Mark ; Mirkin, Boris. In: Journal of Classification. RePEc:spr:jclass:v:27:y:2010:i:1:p:3-40. Full description at Econpapers \|\| Download paper	23
26	1988	Clustering the rows and columns of a contingency table. (1988). Greenacre, Michael. In: Journal of Classification. RePEc:spr:jclass:v:5:y:1988:i:1:p:39-51. Full description at Econpapers \|\| Download paper	22
27	2013	A Nonparametric Approach to Cognitive Diagnosis by Proximity to Ideal Response Patterns. (2013). Douglas, Jeff ; Chiu, Chia-Yi. In: Journal of Classification. RePEc:spr:jclass:v:30:y:2013:i:2:p:225-250. Full description at Econpapers \|\| Download paper	22
28	2006	The Practice of Cluster Analysis. (2006). Kettenring, Jon R.. In: Journal of Classification. RePEc:spr:jclass:v:23:y:2006:i:1:p:3-30. Full description at Econpapers \|\| Download paper	21
29	1986	On the use of ordered sets in problems of comparison and consensus of classifications. (1986). Monjardet, Bernard ; Barthelemy, Jean-Pierre ; Leclerc, Bruno. In: Journal of Classification. RePEc:spr:jclass:v:3:y:1986:i:2:p:187-224. Full description at Econpapers \|\| Download paper	21
30	2006	Generation of Random Clusters with Specified Degree of Separation. (2006). Qiu, Weiliang ; Joe, Harry. In: Journal of Classification. RePEc:spr:jclass:v:23:y:2006:i:2:p:315-334. Full description at Econpapers \|\| Download paper	20
31	1984	GENFOLD2: A set of models and algorithms for the general UnFOLDing analysis of preference/dominance data. (1984). Rao, Vithala ; Desarbo, Wayne. In: Journal of Classification. RePEc:spr:jclass:v:1:y:1984:i:1:p:147-186. Full description at Econpapers \|\| Download paper	19
32	2007	Separating Latent Classes by Information Criteria. (2007). Yang, Chih-Chien. In: Journal of Classification. RePEc:spr:jclass:v:24:y:2007:i:2:p:183-203. Full description at Econpapers \|\| Download paper	19
33	2010	Wavelet-based Fuzzy Clustering of Time Series. (2010). Maharaj, Elizabeth ; Galagedera, Don ; D'Urso, Pierpaolo ; Durso, Pierpaolo. In: Journal of Classification. RePEc:spr:jclass:v:27:y:2010:i:2:p:231-275. Full description at Econpapers \|\| Download paper	18
34	1995	Comparing resemblance measures. (1995). Batagelj, Vladimir ; Bren, Matevz. In: Journal of Classification. RePEc:spr:jclass:v:12:y:1995:i:1:p:73-90. Full description at Econpapers \|\| Download paper	17
35	2010	A Fuzzy Clustering Model for Multivariate Spatial Time Series. (2010). D'Urso, Pierpaolo ; Coppi, Renato ; Durso, Pierpaolo ; Giordani, Paolo. In: Journal of Classification. RePEc:spr:jclass:v:27:y:2010:i:1:p:54-88. Full description at Econpapers \|\| Download paper	17
36	2008	Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects. (2008). Leisch, Friedrich ; Grun, Bettina. In: Journal of Classification. RePEc:spr:jclass:v:25:y:2008:i:2:p:225-247. Full description at Econpapers \|\| Download paper	16
37	2007	Simultaneous Component and Clustering Models for Three-way Data: Within and Between Approaches. (2007). Rocci, Roberto ; Vichi, Maurizio ; Henk A. L. Kiers, . In: Journal of Classification. RePEc:spr:jclass:v:24:y:2007:i:1:p:71-98. Full description at Econpapers \|\| Download paper	16
38	2008	Selecting Among Multi-Mode Partitioning Models of Different Complexities: A Comparison of Four Model Selection Criteria. (2008). Schepers, Jan ; Mechelen, Iven ; Ceulemans, Eva. In: Journal of Classification. RePEc:spr:jclass:v:25:y:2008:i:1:p:67-85. Full description at Econpapers \|\| Download paper	16
39	1994	An alternating combinatorial optimization approach to fitting the INDCLUS and generalized INDCLUS models. (1994). Carroll, J. ; Chaturvedi, Anil . In: Journal of Classification. RePEc:spr:jclass:v:11:y:1994:i:2:p:155-170. Full description at Econpapers \|\| Download paper	16
40	1991	Clustering criteria for discrete data and latent class models. (1991). Celeux, Gilles ; Govaert, Gerard. In: Journal of Classification. RePEc:spr:jclass:v:8:y:1991:i:2:p:157-176. Full description at Econpapers \|\| Download paper	15
41	2010	Functional Cluster Analysis via Orthonormalized Gaussian Basis Expansions and Its Application. (2010). Konishi, Sadanori ; Kayano, Mitsunori ; Dozono, Koji . In: Journal of Classification. RePEc:spr:jclass:v:27:y:2010:i:2:p:211-230. Full description at Econpapers \|\| Download paper	15
42	2005	OCLUS: An Analytic Method for Generating Clusters with Known Overlap. (2005). Henson, Robert ; Steinley, Douglas. In: Journal of Classification. RePEc:spr:jclass:v:22:y:2005:i:2:p:221-250. Full description at Econpapers \|\| Download paper	15
43	1988	Variable selection in clustering. (1988). Gnanadesikan, R. ; Kettenring, J. ; Fowlkes, E.. In: Journal of Classification. RePEc:spr:jclass:v:5:y:1988:i:2:p:205-228. Full description at Econpapers \|\| Download paper	15
44	1985	The mixture method of clustering applied to three-way data. (1985). Basford, Kaye ; McLachlan, Geoffrey. In: Journal of Classification. RePEc:spr:jclass:v:2:y:1985:i:1:p:109-125. Full description at Econpapers \|\| Download paper	15
45	2005	A Proposal for Robust Curve Clustering. (2005). Garcia-Escudero, Luis Angel ; Gordaliza, Alfonso. In: Journal of Classification. RePEc:spr:jclass:v:22:y:2005:i:2:p:185-201. Full description at Econpapers \|\| Download paper	14
46	1985	Optimal variable weighting for hierarchical clustering: An alternating least-squares algorithm. (1985). Desarbo, Wayne ; Carroll, J. ; Soete, Geert . In: Journal of Classification. RePEc:spr:jclass:v:2:y:1985:i:1:p:173-192. Full description at Econpapers \|\| Download paper	14
47	1992	Clustering and clique partitioning: Simulated annealing and tabu search approaches. (1992). Amorim, Saul ; Barthelemy, Jean-Pierre ; Ribeiro, Celso. In: Journal of Classification. RePEc:spr:jclass:v:9:y:1992:i:1:p:17-41. Full description at Econpapers \|\| Download paper	14
48	2014	Variable Selection for Clustering and Classification. (2014). McNicholas, Paul ; Andrews, Jeffrey. In: Journal of Classification. RePEc:spr:jclass:v:31:y:2014:i:2:p:136-153. Full description at Econpapers \|\| Download paper	14
49	1994	Metric inference for social networks. (1994). Carley, Kathleen ; Banks, David. In: Journal of Classification. RePEc:spr:jclass:v:11:y:1994:i:1:p:121-149. Full description at Econpapers \|\| Download paper	14
50	1984	The representation of three-way proximity data by single and multiple tree structure models. (1984). Desarbo, Wayne ; Clark, Linda ; Carroll, J.. In: Journal of Classification. RePEc:spr:jclass:v:1:y:1984:i:1:p:25-74. Full description at Econpapers \|\| Download paper	13

50 most relevant documents in this series (papers most cited in the last two years)

#	Year	Title	Cited
1	1985	Comparing partitions. (1985). Arabie, Phipps ; Hubert, Lawrence. In: Journal of Classification. RePEc:spr:jclass:v:2:y:1985:i:1:p:193-218. Full description at Econpapers \|\| Download paper	89
2	2014	Wardâs Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Wardâs Criterion?. (2014). Legendre, Pierre ; Murtagh, Fionn. In: Journal of Classification. RePEc:spr:jclass:v:31:y:2014:i:3:p:274-295. Full description at Econpapers \|\| Download paper	31
3	1996	An entropy criterion for assessing the number of clusters in a mixture model. (1996). Celeux, Gilles ; Soromenho, Gilda. In: Journal of Classification. RePEc:spr:jclass:v:13:y:1996:i:2:p:195-212. Full description at Econpapers \|\| Download paper	21
4	2016	Model-Based Clustering. (2016). McNicholas, Paul D. In: Journal of Classification. RePEc:spr:jclass:v:33:y:2016:i:3:d:10.1007_s00357-016-9211-9. Full description at Econpapers \|\| Download paper	9
5	1986	Metric and Euclidean properties of dissimilarity coefficients. (1986). Legendre, P. ; Gower, J.. In: Journal of Classification. RePEc:spr:jclass:v:3:y:1986:i:1:p:5-48. Full description at Econpapers \|\| Download paper	7
6	1988	A maximum likelihood methodology for clusterwise linear regression. (1988). Cron, William ; Desarbo, Wayne. In: Journal of Classification. RePEc:spr:jclass:v:5:y:1988:i:2:p:249-282. Full description at Econpapers \|\| Download paper	6
7	2010	A Fuzzy Clustering Model for Multivariate Spatial Time Series. (2010). D'Urso, Pierpaolo ; Coppi, Renato ; Durso, Pierpaolo ; Giordani, Paolo. In: Journal of Classification. RePEc:spr:jclass:v:27:y:2010:i:1:p:54-88. Full description at Econpapers \|\| Download paper	6
8	2022	Understanding the Adjusted Rand Index and Other Partition Comparison Indices Based on Counting Object Pairs. (2022). Warrens, Matthijs J ; Hoef, Hanneke. In: Journal of Classification. RePEc:spr:jclass:v:39:y:2022:i:3:d:10.1007_s00357-022-09413-z. Full description at Econpapers \|\| Download paper	6
9	1995	Comparing resemblance measures. (1995). Batagelj, Vladimir ; Bren, Matevz. In: Journal of Classification. RePEc:spr:jclass:v:12:y:1995:i:1:p:73-90. Full description at Econpapers \|\| Download paper	4
10	2017	Robust Clustering in Regression Analysis via the Contaminated Gaussian Cluster-Weighted Model. (2017). Punzo, Antonio ; McNicholas, Paul D. In: Journal of Classification. RePEc:spr:jclass:v:34:y:2017:i:2:d:10.1007_s00357-017-9234-x. Full description at Econpapers \|\| Download paper	4
11	2021	Alternative Axioms in Group Identification Problems. (2021). TohmÃ©, Fernando ; Tohme, Fernando ; Fioravanti, Federico. In: Journal of Classification. RePEc:spr:jclass:v:38:y:2021:i:2:d:10.1007_s00357-020-09378-x. Full description at Econpapers \|\| Download paper	4
12	2010	Wavelet-based Fuzzy Clustering of Time Series. (2010). Maharaj, Elizabeth ; Galagedera, Don ; D'Urso, Pierpaolo ; Durso, Pierpaolo. In: Journal of Classification. RePEc:spr:jclass:v:27:y:2010:i:2:p:231-275. Full description at Econpapers \|\| Download paper	4
13	2013	Measuring the Reliability of Diagnostic Classification Model Examinee Estimates. (2013). Bradshaw, Laine ; Templin, Jonathan. In: Journal of Classification. RePEc:spr:jclass:v:30:y:2013:i:2:p:251-275. Full description at Econpapers \|\| Download paper	4
14	2013	A Nonparametric Approach to Cognitive Diagnosis by Proximity to Ideal Response Patterns. (2013). Douglas, Jeff ; Chiu, Chia-Yi. In: Journal of Classification. RePEc:spr:jclass:v:30:y:2013:i:2:p:225-250. Full description at Econpapers \|\| Download paper	3
15	2020	A Partial Mastery, Higher-Order Latent Structural Model for Polytomous Attributes in Cognitive Diagnostic Assessments. (2020). Li, Xiaomin ; Wang, Wen-Chung ; Zhan, Peida. In: Journal of Classification. RePEc:spr:jclass:v:37:y:2020:i:2:d:10.1007_s00357-019-09323-7. Full description at Econpapers \|\| Download paper	3
16	1984	Efficient algorithms for agglomerative hierarchical clustering methods. (1984). Day, William ; Edelsbrunner, Herbert. In: Journal of Classification. RePEc:spr:jclass:v:1:y:1984:i:1:p:7-24. Full description at Econpapers \|\| Download paper	3
17	2018	A Comparative Study of Divisive and Agglomerative Hierarchical Clustering Algorithms. (2018). Roux, Maurice. In: Journal of Classification. RePEc:spr:jclass:v:35:y:2018:i:2:d:10.1007_s00357-018-9259-9. Full description at Econpapers \|\| Download paper	3
18	1988	A study of standardization of variables in cluster analysis. (1988). Cooper, Martha ; Milligan, Glenn. In: Journal of Classification. RePEc:spr:jclass:v:5:y:1988:i:2:p:181-204. Full description at Econpapers \|\| Download paper	3
19	2017	Multivariate Response and Parsimony for Gaussian Cluster-Weighted Models. (2017). Punzo, Antonio ; Dang, Utkarsh J ; Ingrassia, Salvatore ; Browne, Ryan P ; McNicholas, Paul D. In: Journal of Classification. RePEc:spr:jclass:v:34:y:2017:i:1:d:10.1007_s00357-017-9221-2. Full description at Econpapers \|\| Download paper	3
20	2025	A New Look at the Dirichlet Distribution: Robustness, Clustering, and Both Together. (2025). Ferreira, Johannes T ; Bekker, Andriette ; Tomarchio, Salvatore D ; Punzo, Antonio. In: Journal of Classification. RePEc:spr:jclass:v:42:y:2025:i:1:d:10.1007_s00357-024-09480-4. Full description at Econpapers \|\| Download paper	3
21	2006	Generation of Random Clusters with Specified Degree of Separation. (2006). Qiu, Weiliang ; Joe, Harry. In: Journal of Classification. RePEc:spr:jclass:v:23:y:2006:i:2:p:315-334. Full description at Econpapers \|\| Download paper	3
22	1995	Weighting and selection of variables for cluster analysis. (1995). Tsao, S. ; Gnanadesikan, R. ; Kettenring, J.. In: Journal of Classification. RePEc:spr:jclass:v:12:y:1995:i:1:p:113-136. Full description at Econpapers \|\| Download paper	2
23	2007	Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering. (2007). Fraley, Chris ; Raftery, Adrian E.. In: Journal of Classification. RePEc:spr:jclass:v:24:y:2007:i:2:p:155-181. Full description at Econpapers \|\| Download paper	2
24	2023	Model-Based Clustering and Classification Using Mixtures of Multivariate Skewed Power Exponential Distributions. (2023). Dang, Utkarsh J ; Browne, Ryan P ; McNicholas, Paul D. In: Journal of Classification. RePEc:spr:jclass:v:40:y:2023:i:1:d:10.1007_s00357-022-09427-7. Full description at Econpapers \|\| Download paper	2
25	2021	Clustering Brain Signals: a Robust Approach Using Functional Data Ranking. (2021). Sun, Ying ; Chen, Tianbo ; Ombao, Hernando ; Euan, Carolina. In: Journal of Classification. RePEc:spr:jclass:v:38:y:2021:i:3:d:10.1007_s00357-020-09382-1. Full description at Econpapers \|\| Download paper	2
26	2020	Clustering Large Datasets by Merging K-Means Solutions. (2020). Melnykov, Volodymyr ; Michael, Semhar. In: Journal of Classification. RePEc:spr:jclass:v:37:y:2020:i:1:d:10.1007_s00357-019-09314-8. Full description at Econpapers \|\| Download paper	2
27	2022	Multinomial Principal Component Logistic Regression on Shape Data. (2022). Moghimbeygi, Meisam ; Nodehi, Anahita. In: Journal of Classification. RePEc:spr:jclass:v:39:y:2022:i:3:d:10.1007_s00357-022-09423-x. Full description at Econpapers \|\| Download paper	2
28	2005	OCLUS: An Analytic Method for Generating Clusters with Known Overlap. (2005). Henson, Robert ; Steinley, Douglas. In: Journal of Classification. RePEc:spr:jclass:v:22:y:2005:i:2:p:221-250. Full description at Econpapers \|\| Download paper	2
29	2022	Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering. (2022). Wilderjans, Tom F ; Rossbroich, Julian ; Durieux, Jeffrey. In: Journal of Classification. RePEc:spr:jclass:v:39:y:2022:i:2:d:10.1007_s00357-021-09409-1. Full description at Econpapers \|\| Download paper	2
30	2010	Comparing Several Parametric and Nonparametric Approaches to Time Series Clustering: A Simulation Study. (2010). Diaz, Sonia ; Vilar, Jose. In: Journal of Classification. RePEc:spr:jclass:v:27:y:2010:i:3:p:333-362. Full description at Econpapers \|\| Download paper	2
31	2007	Simultaneous Component and Clustering Models for Three-way Data: Within and Between Approaches. (2007). Rocci, Roberto ; Vichi, Maurizio ; Henk A. L. Kiers, . In: Journal of Classification. RePEc:spr:jclass:v:24:y:2007:i:1:p:71-98. Full description at Econpapers \|\| Download paper	2
32	2021	Adjusted Concordance Index: an Extensionl of the Adjusted Rand Index to Fuzzy Partitions. (2021). Amodio, Sonia ; Siciliano, Roberta ; Pandolfo, Giuseppe ; Iorio, Carmela ; Dambrosio, Antonio. In: Journal of Classification. RePEc:spr:jclass:v:38:y:2021:i:1:d:10.1007_s00357-020-09367-0. Full description at Econpapers \|\| Download paper	2
33	2022	On Assessments of Agreement Between Fuzzy Partitions. (2022). Browne, Ryan ; Andrews, Jeffrey L ; Hvingelby, Chelsey D. In: Journal of Classification. RePEc:spr:jclass:v:39:y:2022:i:2:d:10.1007_s00357-021-09407-3. Full description at Econpapers \|\| Download paper	2
34	2017	Single-Valued Neutrosophic Clustering Algorithms Based on Similarity Measures. (2017). Ye, Jun. In: Journal of Classification. RePEc:spr:jclass:v:34:y:2017:i:1:d:10.1007_s00357-017-9225-y. Full description at Econpapers \|\| Download paper	2
35	2005	A Proposal for Robust Curve Clustering. (2005). Garcia-Escudero, Luis Angel ; Gordaliza, Alfonso. In: Journal of Classification. RePEc:spr:jclass:v:22:y:2005:i:2:p:185-201. Full description at Econpapers \|\| Download paper	2
36	2020	Mixtures of Hidden Truncation Hyperbolic Factor Analyzers. (2020). Browne, Ryan P ; McNicholas, Paul D ; Murray, Paula M. In: Journal of Classification. RePEc:spr:jclass:v:37:y:2020:i:2:d:10.1007_s00357-019-9309-y. Full description at Econpapers \|\| Download paper	2
37	2018	The Hierarchical Spectral Merger Algorithm: A New Time Series Clustering Procedure. (2018). Ortega, Joaquin ; Ombao, Hernando ; Euan, Carolina. In: Journal of Classification. RePEc:spr:jclass:v:35:y:2018:i:1:d:10.1007_s00357-018-9250-5. Full description at Econpapers \|\| Download paper	2
38	2025	Clustering with Minimum Spanning Trees: How Good Can It Be?. (2025). Brzozowski, Ukasz ; Bartoszuk, Maciej ; Cena, Anna ; Gagolewski, Marek. In: Journal of Classification. RePEc:spr:jclass:v:42:y:2025:i:1:d:10.1007_s00357-024-09483-1. Full description at Econpapers \|\| Download paper	2
39	2021	Matrix Normal Cluster-Weighted Models. (2021). Tomarchio, Salvatore D ; McNicholas, Paul D ; Punzo, Antonio. In: Journal of Classification. RePEc:spr:jclass:v:38:y:2021:i:3:d:10.1007_s00357-021-09389-2. Full description at Econpapers \|\| Download paper	2
40	2023	On Model-Based Clustering of Directional Data with Heavy Tails. (2023). Zhang, Yingying ; Melnykov, Volodymyr. In: Journal of Classification. RePEc:spr:jclass:v:40:y:2023:i:3:d:10.1007_s00357-023-09445-z. Full description at Econpapers \|\| Download paper	2
41	2022	Group-Wise Shrinkage Estimation in Penalized Model-Based Clustering. (2022). Fop, Michael ; Cappozzo, Andrea ; Casa, Alessandro. In: Journal of Classification. RePEc:spr:jclass:v:39:y:2022:i:3:d:10.1007_s00357-022-09421-z. Full description at Econpapers \|\| Download paper	2
42	2016	Improved Classification for Compositional Data Using the Î±-transformation. (2016). Tsagris, Michail ; Preston, Simon. In: Journal of Classification. RePEc:spr:jclass:v:33:y:2016:i:2:d:10.1007_s00357-016-9207-5. Full description at Econpapers \|\| Download paper	2

Citing documents used to compute impact factor: 5

Year	Title
2026	On the Use of Contaminated Normal Distributions for Modeling Data Groups with Heavy Tails and Outliers. (2026). Melnykov, Yana. In: Journal of Classification. RePEc:spr:jclass:v:43:y:2026:i:1:d:10.1007_s00357-025-09518-1. Full description at Econpapers \|\| Download paper
2026	Global explainable clustering via equivalence relation. (2026). Liu, Xinying ; Zhang, Simeng ; Jiang, Mudi ; Lou, Jun ; He, Zengyou. In: Chaos, Solitons & Fractals. RePEc:eee:chsofr:v:205:y:2026:i:c:s0960077925017977. Full description at Econpapers \|\| Download paper
2026	Unsupervised outlier detection for compositional data. (2026). Krkkinen, Salme ; Divino, Fabio ; Maruotti, Antonello. In: Statistics & Probability Letters. RePEc:eee:stapro:v:227:y:2026:i:c:s0167715225001555. Full description at Econpapers \|\| Download paper
2026	Modeling Bounded Count Environmental Data Using a Contaminated BetaâBinomial Regression Model. (2026). Punzo, Antonio ; Bekker, Andritte ; Tomarchio, Salvatore D ; Ferreira, Johannes T ; Tortora, Cristina ; Otto, Arnoldus F. In: Environmetrics. RePEc:wly:envmet:v:37:y:2026:i:1:n:e70067. Full description at Econpapers \|\| Download paper
2026	Recent advances in principal component analysis for directional data. (2026). Moghimbeygi, Meisam ; Ley, Christophe ; Nodehi, Anahita. In: Journal of Multivariate Analysis. RePEc:eee:jmvana:v:212:y:2026:i:c:s0047259x2500123x. Full description at Econpapers \|\| Download paper

Recent citations

Recent citations received in 2025

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2025	Super-relevant synthetic data with individualized Shapley values. (2025). Fernando, Tohm. In: AsociaciÃ³n Argentina de EconomÃa PolÃtica: Working Papers. RePEc:aep:anales:4793. Full description at Econpapers \|\| Download paper
2025	Heavy-tailed matrix-variate hidden Markov models. (2025). Tomarchio, Salvatore D. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:211:y:2025:i:c:s016794732500074x. Full description at Econpapers \|\| Download paper
2025	ResNet-MFII-PN for imbalanced small-sample lithium-ion battery fault diagnosis with a physics-based model generative real-word dataset. (2025). Feng, Fei ; Chen, Fan ; Fan, Tian-E, . In: Energy. RePEc:eee:energy:v:335:y:2025:i:c:s0360544225038691. Full description at Econpapers \|\| Download paper

Recent citations received in 2024

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Recent citations received in 2023

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10 most frequent citing series

#	Series	H	Cites
1	Journal of Classification / Springer	23	202
2	Advances in Data Analysis and Classification / Springer	14	102
3	Computational Statistics / Springer	23	60
4	Computational Statistics & Data Analysis / Elsevier	58	59
5	Nature Communications / Nature	58	49
6	Journal of Educational and Behavioral Statistics / SAGE Publications	18	30
7	Mathematics / MDPI	22	27
8	Sustainability / MDPI	79	25
9	Psychometrika / Springer	61	23
10	Papers / arXiv.org	99	23
11	Statistical Papers / Springer	20	17