Citation analysis for Advances in Data Analysis and Classification / Springer

Citation Profile [Updated: 2022-01-09 21:43:50]

5 Years H

Impact Factor

0.18

5 Years IF

0.17

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	0.09	0	0	0	0	0		0	0		0			0		0	0.04
1991	0	0.08	0	0	0	0	0		0	0		0			0		0	0.04
1992	0	0.09	0	0	0	0	0		0	0		0			0		0	0.04
1993	0	0.11	0	0	0	0	0		0	0		0			0		0	0.05
1994	0	0.12	0	0	0	0	0		0	0		0			0		0	0.06
1995	0	0.19	0	0	0	0	0		0	0		0			0		0	0.08
1996	0	0.22	0	0	0	0	0		0	0		0			0		0	0.1
1997	0	0.22	0	0	0	0	0		0	0		0			0		0	0.09
1998	0	0.26	0	0	0	0	0		0	0		0			0		0	0.12
1999	0	0.27	0	0	0	0	0		0	0		0			0		0	0.13
2000	0	0.32	0	0	0	0	0		0	0		0			0		0	0.14
2001	0	0.35	0	0	0	0	0		0	0		0			0		0	0.15
2002	0	0.37	0	0	0	0	0		0	0		0			0		0	0.19
2003	0	0.4	0	0	0	0	0		0	0		0			0		0	0.19
2004	0	0.44	0	0	0	0	0		0	0		0			0		0	0.2
2005	0	0.45	0	0	0	0	0		0	0		0			0		0	0.21
2006	0	0.46	0	0	0	0	0		0	0		0			0		0	0.2
2007	0	0.42	0	0	0	0	0		0	0		0			0		0	0.18
2008	0	0.44	0	0	8	8	11		0	0		0			0		0	0.2
2009	0	0.43	0	0	20	28	13		0	8		8			0		0	0.21
2010	0.07	0.43	0.06	0.07	20	48	62	3	3	28	2	28	2	2	66.7		0	0.18
2011	0.05	0.45	0.03	0.04	22	70	46	2	5	40	2	48	2		0		0	0.2
2012	0.36	0.45	0.23	0.26	24	94	28	22	27	42	15	70	18	10	45.5	1	0.04	0.19
2013	0.11	0.5	0.19	0.19	20	114	52	22	49	46	5	94	18	1	4.5	1	0.05	0.21
2014	0.07	0.51	0.16	0.15	21	135	103	21	71	44	3	106	16	5	23.8	2	0.1	0.2
2015	0.41	0.5	0.22	0.25	21	156	41	34	106	41	17	107	27	8	23.5	1	0.05	0.19
2016	0.45	0.5	0.28	0.31	35	191	39	54	160	42	19	108	34	16	29.6	1	0.03	0.18
2017	0.2	0.5	0.31	0.28	25	216	31	66	226	56	11	121	34	27	40.9	4	0.16	0.18
2018	0.22	0.54	0.21	0.26	41	257	18	54	280	60	13	122	32	18	33.3	1	0.02	0.21
2019	0.17	0.58	0.22	0.27	44	301	19	66	346	66	11	143	38	17	25.8		0	0.21
2020	0.18	0.75	0.21	0.17	42	343	5	73	419	85	15	166	28	18	24.7	1	0.02	0.29

IF:	Impact Factor: C2Y / D2Y
AIF:	Average Impact Factor for series in RePEc in year y
CIF:	Cumulative impact factor
IF5:	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	2010	Methods for merging Gaussian mixture components. (2010). Hennig, Christian. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:1:p:3-34. Full description at Econpapers \|\| Download paper	29
2	2014	Functional data clustering: a survey. (2014). Preda, Cristian ; Jacques, Julien. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:3:p:231-255. Full description at Econpapers \|\| Download paper	20
3	2011	A tail dependence-based dissimilarity measure for financial time series clustering. (2011). De Luca, Giovanni ; Zuccolotto, Paola . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:323-340. Full description at Econpapers \|\| Download paper	19
4	2013	On mixtures of skew normal and skew $$t$$ -distributions. (2013). McLachlan, Geoffrey ; Lee, Sharon . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:3:p:241-266. Full description at Econpapers \|\| Download paper	19
5		A comparison of some criteria for states selection in the latent Markov model for longitudinal data. (2014). Pandolfi, Silvia ; Bacci, Silvia ; Pennoni, F.. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:125-145. Full description at Econpapers \|\| Download paper	17
6	2013	Clustering and classification via cluster-weighted factor analyzers. (2013). Punzo, Antonio ; Subedi, Sanjeena ; Ingrassia, Salvatore ; McNicholas, Paul . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:1:p:5-40. Full description at Econpapers \|\| Download paper	17
7		Clustering of financial time series in risky scenarios. (2014). Durante, Fabrizio ; Pappada, Roberta ; Torelli, Nicola . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:4:p:359-376. Full description at Econpapers \|\| Download paper	12
8	2014	Simplicial band depth for multivariate functional data. (2014). Lin, Juan ; Sun, Ying ; Lopez-Pintado, Sara ; Genton, Marc . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:3:p:321-338. Full description at Econpapers \|\| Download paper	11
9	2015	Modeling and forecasting interval time series with threshold models. (2015). Rodrigues, Paulo ; Salish, Nazarii . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:1:p:41-57. Full description at Econpapers \|\| Download paper	10
10	2011	Model-based clustering of time series in group-specific functional subspaces. (2011). Bouveyron, Charles ; Jacques, Julien. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:281-300. Full description at Econpapers \|\| Download paper	9
11	2017	A novel method for forecasting time series based on fuzzy logic and visibility graph. (2017). Zhang, Rong ; Deng, Yong ; Ashuri, Baabak. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:4:d:10.1007_s11634-017-0300-3. Full description at Econpapers \|\| Download paper	9
12	2014	Latent class CUB models. (2014). Rampichini, Carla ; Piccolo, Domenico ; Grilli, Leonardo ; Iannario, Maria . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:1:p:105-119. Full description at Econpapers \|\| Download paper	9
13	2008	A DC programming approach for feature selection in support vector machines learning. (2008). Le Thi, Hoai An ; Nguyen, Van ; Dinh, Tao Pham ; PhamDinh, Tao . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:2:y:2008:i:3:p:259-278. Full description at Econpapers \|\| Download paper	8
14	2010	A review of robust clustering methods. (2010). Mayo-Iscar, Agustin ; Garcia-Escudero, Luis ; Matran, Carlos ; Gordaliza, Alfonso . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:2:p:89-109. Full description at Econpapers \|\| Download paper	8
15	2009	Trimming algorithms for clustering contaminated grouped data and their robustness. (2009). Ritter, Gunter ; Gallegos, Maria . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:3:y:2009:i:2:p:135-167. Full description at Econpapers \|\| Download paper	8
16		A multilevel finite mixture item response model to cluster examinees and schools. (2016). Bartolucci, Francesco ; Gnaldi, Michela ; Bacci, Silvia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:1:d:10.1007_s11634-014-0196-0. Full description at Econpapers \|\| Download paper	8
17	2016	Varying uncertainty in CUB models. (2016). Iannario, Maria ; Piccolo, Domenico ; Gottard, Anna . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:2:d:10.1007_s11634-016-0235-0. Full description at Econpapers \|\| Download paper	7
18	2014	Estimating common principal components in high dimensions. (2014). McNicholas, Paul ; Browne, Ryan . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:217-226. Full description at Econpapers \|\| Download paper	7
19	2014	Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. (2014). McNicholas, Paul ; Subedi, Sanjeena . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:167-193. Full description at Econpapers \|\| Download paper	7
20	2014	New insights on permutation approach for hypothesis testing on functional data. (2014). Pepelyshev, Andrey ; Melas, Viatcheslav ; Salmaso, Luigi ; Corain, Livio. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:3:p:339-356. Full description at Econpapers \|\| Download paper	6
21	2017	Mixture models for ordinal responses to account for uncertainty of choice. (2017). Tutz, Gerhard ; Piccolo, Domenico ; Iannario, Maria ; Schneider, Micha . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:2:d:10.1007_s11634-016-0247-9. Full description at Econpapers \|\| Download paper	6
22	2012	Exploring incomplete data using visualization techniques. (2012). Alfons, Andreas ; Filzmoser, Peter ; Templ, Matthias. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:1:p:29-47. Full description at Econpapers \|\| Download paper	6
23	2014	Robust clustering around regression lines with high density regions. (2014). Cerioli, Andrea ; Perrotta, Domenico. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:1:p:5-26. Full description at Econpapers \|\| Download paper	6
24	2012	Sensory analysis in the food industry as a tool for marketing decisions. (2012). Piccolo, Domenico ; Zuccolotto, Paola ; Manisera, Marica ; Iannario, Maria . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:4:p:303-321. Full description at Econpapers \|\| Download paper	6
25	2017	Multivariate and functional classification using depth and distance. (2017). Rousseeuw, Peter ; Segaert, Pieter ; Hubert, Mia . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:3:d:10.1007_s11634-016-0269-3. Full description at Econpapers \|\| Download paper	6
26	2016	A mixture of generalized hyperbolic factor analyzers. (2016). Tortora, Cristina ; Browne, Ryan P ; McNicholas, Paul D. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:4:d:10.1007_s11634-015-0204-z. Full description at Econpapers \|\| Download paper	6
27	2016	The $$k$$ k -means algorithm for 3D shapes with an application to apparel design. (2016). Vinue, Guillermo ; Alemany, Sandra ; Simo, Amelia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:1:d:10.1007_s11634-014-0187-1. Full description at Econpapers \|\| Download paper	5
28	2015	Classifying real-world data with the $${ DD}\alpha $$ D D ÃÂ± -procedure. (2015). Mosler, Karl ; Lange, Tatjana ; Mozharovskyi, Pavlo. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:3:p:287-314. Full description at Econpapers \|\| Download paper	5
29	2016	The $$k$$ k -means algorithm for 3D shapes with an application to apparel design. (2016). Alemany, Sandra ; Vinue, Guillermo ; Simo, Amelia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:1:p:103-132. Full description at Econpapers \|\| Download paper	5
30	2013	Dimension reduction for model-based clustering via mixtures of multivariate $$t$$ t -distributions. (2013). Morris, Katherine ; McNicholas, Paul ; Scrucca, Luca . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:3:p:321-338. Full description at Econpapers \|\| Download paper	5
31	2018	Eigenvalues and constraints in mixture modeling: geometric and computational issues. (2018). Greselin, Francesca ; Mayo-Iscar, Agustin ; Ingrassia, Salvatore ; Gordaliza, Alfonso ; Garcia-Escudero, Luis Angel. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:2:d:10.1007_s11634-017-0293-y. Full description at Econpapers \|\| Download paper	4
32	2016	Model based clustering for mixed data: clustMD. (2016). Gormley, Isobel Claire ; McParland, Damien . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:2:d:10.1007_s11634-016-0238-x. Full description at Econpapers \|\| Download paper	4
33	2015	Enhancing the selection of a model-based clustering with external categorical variables. (2015). Baudry, Jean-Patrick ; Ferreira, Ana ; Amorim, Maria ; Celeux, Gilles ; Cardoso, Margarida . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:2:p:177-196. Full description at Econpapers \|\| Download paper	4
34	2015	Improved initialisation of model-based clustering using Gaussian hierarchical partitions. (2015). Scrucca, Luca ; Raftery, Adrian . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:447-460. Full description at Econpapers \|\| Download paper	4
35	2013	Multinomial logit models with implicit variable selection. (2013). Zahid, Faisal ; Tutz, Gerhard. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:4:p:393-416. Full description at Econpapers \|\| Download paper	4
36	2010	A simulation study to compare robust clustering methods based on mixtures. (2010). Hennig, Christian ; Coretto, Pietro . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:2:p:111-135. Full description at Econpapers \|\| Download paper	4
37	2013	A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models. (2013). Oberski, Daniel ; Vermunt, Jeroen ; Kollenburg, Geert . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:3:p:267-279. Full description at Econpapers \|\| Download paper	4
38	2011	Detection of multivariate outliers in business survey data with incomplete information. (2011). Todorov, Valentin ; Templ, Matthias ; Filzmoser, Peter. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:1:p:37-56. Full description at Econpapers \|\| Download paper	4
39	2014	Graphical tools for model-based mixture discriminant analysis. (2014). Scrucca, Luca . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:147-165. Full description at Econpapers \|\| Download paper	4
40	2011	Model-based clustering and segmentation of time series with changes in regime. (2011). Same, Allou ; Aknin, Patrice ; Govaert, Gerard ; Chamroukhi, Faicel . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:301-321. Full description at Econpapers \|\| Download paper	4
41	2008	Generalized marginal homogeneity model and its relation to marginal equimoments for square contingency tables with ordered categories. (2008). Tahata, Kouji ; Tomizawa, Sadao . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:2:y:2008:i:3:p:295-311. Full description at Econpapers \|\| Download paper	3
42	2010	A general approach to handling missing values in Procrustes analysis. (2010). Albers, Casper ; Gower, John . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:4:p:223-237. Full description at Econpapers \|\| Download paper	3
43	2010	The k-step spatial sign covariance matrix. (2010). Dehon, Catherine ; Yadine, A. ; Croux, C.. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:2:p:137-150. Full description at Econpapers \|\| Download paper	3
44	2018	A data driven equivariant approach to constrained Gaussian mixture modeling. (2018). Rocci, Roberto ; di Mari, Roberto ; Gattone, Stefano Antonio. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:2:d:10.1007_s11634-016-0279-1. Full description at Econpapers \|\| Download paper	3
45	2015	Robust model-based clustering via mixtures of skew-t distributions with missing information. (2015). Wang, Wan-Lun. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:423-445. Full description at Econpapers \|\| Download paper	3
46	2012	Predicting partial customer churn using Markov for discrimination for modeling first purchase sequences. (2012). Van den Poel, Dirk ; Camanho, Ana ; Migueis, Vera ; JoÃÂ£o FalcÃÂ£o e Cunha, . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:4:p:337-353. Full description at Econpapers \|\| Download paper	3
47	2010	Detecting atypical observations in financial data: the forward search for elliptical copulas. (2010). bellini, tiziano. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:4:p:287-299. Full description at Econpapers \|\| Download paper	3
48	2011	Multiple imputation in principal component analysis. (2011). Husson, Franois ; Josse, Julie ; Pages, Jerome. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:3:p:231-246. Full description at Econpapers \|\| Download paper	3
49	2011	Fast algorithms for determining (generalized) core groups in social networks. (2011). Zavernik, Matja ; Batagelj, Vladimir . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:2:p:129-145. Full description at Econpapers \|\| Download paper	3
50	2010	Inequalities between multi-rater kappas. (2010). Warrens, Matthijs . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:4:p:271-286. Full description at Econpapers \|\| Download paper	3

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

#	Year	Title	Cited
1	2014	Functional data clustering: a survey. (2014). Preda, Cristian ; Jacques, Julien. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:3:p:231-255. Full description at Econpapers \|\| Download paper	13
2	2011	A tail dependence-based dissimilarity measure for financial time series clustering. (2011). De Luca, Giovanni ; Zuccolotto, Paola . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:323-340. Full description at Econpapers \|\| Download paper	7
3	2013	On mixtures of skew normal and skew $$t$$ -distributions. (2013). McLachlan, Geoffrey ; Lee, Sharon . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:3:p:241-266. Full description at Econpapers \|\| Download paper	6
4	2010	Methods for merging Gaussian mixture components. (2010). Hennig, Christian. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:1:p:3-34. Full description at Econpapers \|\| Download paper	5
5	2014	A comparison of some criteria for states selection in the latent Markov model for longitudinal data. (2014). Pandolfi, Silvia ; Bacci, Silvia ; Pennoni, F.. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:125-145. Full description at Econpapers \|\| Download paper	5
6	2017	Mixture models for ordinal responses to account for uncertainty of choice. (2017). Tutz, Gerhard ; Piccolo, Domenico ; Iannario, Maria ; Schneider, Micha . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:2:d:10.1007_s11634-016-0247-9. Full description at Econpapers \|\| Download paper	5
7	2016	A mixture of generalized hyperbolic factor analyzers. (2016). Tortora, Cristina ; Browne, Ryan P ; McNicholas, Paul D. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:4:d:10.1007_s11634-015-0204-z. Full description at Econpapers \|\| Download paper	5
8	2016	Varying uncertainty in CUB models. (2016). Iannario, Maria ; Piccolo, Domenico ; Gottard, Anna . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:2:d:10.1007_s11634-016-0235-0. Full description at Econpapers \|\| Download paper	5
9	2015	Modeling and forecasting interval time series with threshold models. (2015). Rodrigues, Paulo ; Salish, Nazarii . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:1:p:41-57. Full description at Econpapers \|\| Download paper	5
10	2014	Clustering of financial time series in risky scenarios. (2014). Durante, Fabrizio ; Pappada, Roberta ; Torelli, Nicola . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:4:p:359-376. Full description at Econpapers \|\| Download paper	5
11	2013	Clustering and classification via cluster-weighted factor analyzers. (2013). Punzo, Antonio ; Subedi, Sanjeena ; Ingrassia, Salvatore ; McNicholas, Paul . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:1:p:5-40. Full description at Econpapers \|\| Download paper	5
12	2011	Model-based clustering of time series in group-specific functional subspaces. (2011). Bouveyron, Charles ; Jacques, Julien. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:281-300. Full description at Econpapers \|\| Download paper	4
13	2017	Multivariate and functional classification using depth and distance. (2017). Rousseeuw, Peter ; Segaert, Pieter ; Hubert, Mia . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:3:d:10.1007_s11634-016-0269-3. Full description at Econpapers \|\| Download paper	4
14	2018	Eigenvalues and constraints in mixture modeling: geometric and computational issues. (2018). Greselin, Francesca ; Mayo-Iscar, Agustin ; Ingrassia, Salvatore ; Gordaliza, Alfonso ; Garcia-Escudero, Luis Angel. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:2:d:10.1007_s11634-017-0293-y. Full description at Econpapers \|\| Download paper	4
15	2014	Latent class CUB models. (2014). Rampichini, Carla ; Piccolo, Domenico ; Grilli, Leonardo ; Iannario, Maria . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:1:p:105-119. Full description at Econpapers \|\| Download paper	4
16	2016	Model based clustering for mixed data: clustMD. (2016). Gormley, Isobel Claire ; McParland, Damien . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:2:d:10.1007_s11634-016-0238-x. Full description at Econpapers \|\| Download paper	4
17	2015	Latent drop-out based transitions in linear quantile hidden Markov models for longitudinal responses with attrition. (2015). Marino, Maria ; Alfo, Marco . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:483-502. Full description at Econpapers \|\| Download paper	3
18	2014	Robust clustering around regression lines with high density regions. (2014). Cerioli, Andrea ; Perrotta, Domenico. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:1:p:5-26. Full description at Econpapers \|\| Download paper	3
19	2017	A novel method for forecasting time series based on fuzzy logic and visibility graph. (2017). Zhang, Rong ; Deng, Yong ; Ashuri, Baabak. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:4:d:10.1007_s11634-017-0300-3. Full description at Econpapers \|\| Download paper	3
20	2011	Fast algorithms for determining (generalized) core groups in social networks. (2011). Zavernik, Matja ; Batagelj, Vladimir . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:2:p:129-145. Full description at Econpapers \|\| Download paper	3
21	2014	Simplicial band depth for multivariate functional data. (2014). Lin, Juan ; Sun, Ying ; Lopez-Pintado, Sara ; Genton, Marc . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:3:p:321-338. Full description at Econpapers \|\| Download paper	3
22	2019	Directional co-clustering. (2019). Nadif, Mohamed ; Salah, Aghiles. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:3:d:10.1007_s11634-018-0323-4. Full description at Econpapers \|\| Download paper	2
23	2010	Inequalities between multi-rater kappas. (2010). Warrens, Matthijs . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:4:p:271-286. Full description at Econpapers \|\| Download paper	2
24	2018	Minimum distance method for directional data and outlier detection. (2018). Sau, Mercedes Fernandez ; Rodriguez, Daniela. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:3:d:10.1007_s11634-017-0287-9. Full description at Econpapers \|\| Download paper	2
25	2011	Model-based clustering and segmentation of time series with changes in regime. (2011). Same, Allou ; Aknin, Patrice ; Govaert, Gerard ; Chamroukhi, Faicel . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:301-321. Full description at Econpapers \|\| Download paper	2
26	2014	New insights on permutation approach for hypothesis testing on functional data. (2014). Pepelyshev, Andrey ; Melas, Viatcheslav ; Salmaso, Luigi ; Corain, Livio. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:3:p:339-356. Full description at Econpapers \|\| Download paper	2
27	2015	Classifying real-world data with the $${ DD}\alpha $$ D D ÃÂ± -procedure. (2015). Mosler, Karl ; Lange, Tatjana ; Mozharovskyi, Pavlo. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:3:p:287-314. Full description at Econpapers \|\| Download paper	2
28	2015	Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. (2015). Riani, Marco ; Torti, Francesca ; Perrotta, Domenico ; Cerioli, Andrea. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:461-481. Full description at Econpapers \|\| Download paper	2
29	2018	Archetypal shapes based on landmarks and extension to handle missing data. (2018). Epifanio, Irene ; Simo, Amelia ; Ibaez, Maria Victoria. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:3:d:10.1007_s11634-017-0297-7. Full description at Econpapers \|\| Download paper	2
30	2015	Probabilistic assessment of model-based clustering. (2015). Zhu, Xuwen ; Melnykov, Volodymyr. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:395-422. Full description at Econpapers \|\| Download paper	2
31	2016	The $$k$$ k -means algorithm for 3D shapes with an application to apparel design. (2016). Alemany, Sandra ; Vinue, Guillermo ; Simo, Amelia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:1:p:103-132. Full description at Econpapers \|\| Download paper	2
32	2015	Improved initialisation of model-based clustering using Gaussian hierarchical partitions. (2015). Scrucca, Luca ; Raftery, Adrian . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:447-460. Full description at Econpapers \|\| Download paper	2
33	2009	Trimming algorithms for clustering contaminated grouped data and their robustness. (2009). Ritter, Gunter ; Gallegos, Maria . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:3:y:2009:i:2:p:135-167. Full description at Econpapers \|\| Download paper	2
34	2017	Disjoint factor analysis with cross-loadings. (2017). Vichi, Maurizio. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:3:d:10.1007_s11634-016-0263-9. Full description at Econpapers \|\| Download paper	2
35	2019	Studying crime trends in the USA over the years 2000Ã¢â¬â2012. (2019). Melnykov, Volodymyr ; Zhu, Xuwen. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:1:d:10.1007_s11634-018-0326-1. Full description at Econpapers \|\| Download paper	2
36	2016	The $$k$$ k -means algorithm for 3D shapes with an application to apparel design. (2016). Vinue, Guillermo ; Alemany, Sandra ; Simo, Amelia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:1:d:10.1007_s11634-014-0187-1. Full description at Econpapers \|\| Download paper	2
37	2010	A review of robust clustering methods. (2010). Mayo-Iscar, Agustin ; Garcia-Escudero, Luis ; Matran, Carlos ; Gordaliza, Alfonso . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:2:p:89-109. Full description at Econpapers \|\| Download paper	2
38	2014	Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. (2014). McNicholas, Paul ; Subedi, Sanjeena . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:167-193. Full description at Econpapers \|\| Download paper	2
39	2013	Multinomial logit models with implicit variable selection. (2013). Zahid, Faisal ; Tutz, Gerhard. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:4:p:393-416. Full description at Econpapers \|\| Download paper	2
40	2019	Finite mixtures, projection pursuit and tensor rank: a triangulation. (2019). Loperfido, Nicola. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:1:d:10.1007_s11634-018-0336-z. Full description at Econpapers \|\| Download paper	2
41	2018	Non-symmetrical composite-based path modeling. (2018). Dolce, Pasquale ; Lauro, Natale Carlo ; Vinzi, Vincenzo Esposito. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:3:d:10.1007_s11634-017-0302-1. Full description at Econpapers \|\| Download paper	2
42	2014	Estimating common principal components in high dimensions. (2014). McNicholas, Paul ; Browne, Ryan . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:217-226. Full description at Econpapers \|\| Download paper	2
43	2012	A note on consistency improvements of AHP paired comparison data. (2012). Gastes, Dominic ; Gaul, Wolfgang . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:4:p:289-302. Full description at Econpapers \|\| Download paper	2
44	2012	Sensory analysis in the food industry as a tool for marketing decisions. (2012). Piccolo, Domenico ; Zuccolotto, Paola ; Manisera, Marica ; Iannario, Maria . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:4:p:303-321. Full description at Econpapers \|\| Download paper	2
45	2015	Enhancing the selection of a model-based clustering with external categorical variables. (2015). Baudry, Jean-Patrick ; Ferreira, Ana ; Amorim, Maria ; Celeux, Gilles ; Cardoso, Margarida . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:2:p:177-196. Full description at Econpapers \|\| Download paper	2
46	2014	A comparison of five recursive partitioning methods to find person subgroups involved in meaningful treatmentÃ¢â¬âsubgroup interactions. (2014). Dusseldorp, E. ; Doove, L. ; Deun, K. ; Mechelen, I.. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:4:p:403-425. Full description at Econpapers \|\| Download paper	2
47	2019	Greedy Gaussian segmentation of multivariate time series. (2019). Boyd, Stephen ; Nystrup, Peter ; Hallac, David. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:3:d:10.1007_s11634-018-0335-0. Full description at Econpapers \|\| Download paper	2
48	2016	Power analysis for the bootstrap likelihood ratio test for the number of classes in latent class models. (2016). Gudicha, Dereje W ; Tekle, Fetene B ; Vermunt, Jeroen K. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:2:d:10.1007_s11634-016-0251-0. Full description at Econpapers \|\| Download paper	2
49	2020	A robust approach to model-based classification based on trimming and constraints. (2020). Murphy, Thomas Brendan ; Greselin, Francesca ; Cappozzo, Andrea. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:2:d:10.1007_s11634-019-00371-w. Full description at Econpapers \|\| Download paper	2

Citing documents used to compute impact factor: 15

Year	Title
2020	Predicting brand confusion in imagery markets based on deep learning of visual advertisement content. (2020). Baier, Daniel ; Nakayama, Atsuho . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:4:d:10.1007_s11634-020-00429-0. Full description at Econpapers \|\| Download paper
2020	Seemingly unrelated clusterwise linear regression. (2020). Soffritti, Gabriele ; Galimberti, Giuliano. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:2:d:10.1007_s11634-019-00369-4. Full description at Econpapers \|\| Download paper
2020	Regularized estimation of precision matrix for high-dimensional multivariate longitudinal data. (2020). Fang, Qian ; Weiping, Zhang ; Yu, Chen. In: Journal of Multivariate Analysis. RePEc:eee:jmvana:v:176:y:2020:i:c:s0047259x19302830. Full description at Econpapers \|\| Download paper
2020	A robust approach to model-based classification based on trimming and constraints. (2020). Murphy, Thomas Brendan ; Greselin, Francesca ; Cappozzo, Andrea. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:2:d:10.1007_s11634-019-00371-w. Full description at Econpapers \|\| Download paper
2020	Gaussian parsimonious clustering models with covariates and a noise component. (2020). Murphy, Thomas Brendan. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:2:d:10.1007_s11634-019-00373-8. Full description at Econpapers \|\| Download paper
2020	Scale-constrained approaches for maximum likelihood estimation and model selection of clusterwise linear regression models. (2020). Gattone, Stefano Antonio ; Rocci, Roberto ; Mari, Roberto. In: Statistical Methods & Applications. RePEc:spr:stmapp:v:29:y:2020:i:1:d:10.1007_s10260-019-00480-y. Full description at Econpapers \|\| Download paper
2020	A stable cardinality distance for topological classification. (2020). Spannaus, Adam ; Micucci, Cassie Putman ; Maroulas, Vasileios. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:3:d:10.1007_s11634-019-00378-3. Full description at Econpapers \|\| Download paper
2020	Generalized partially linear models on Riemannian manifolds. (2020). Gimeno, Vicent ; Epifanio, Irene ; Ibaez, Victoria M ; Simo, Amelia. In: Journal of the Royal Statistical Society Series C. RePEc:bla:jorssc:v:69:y:2020:i:3:p:641-661. Full description at Econpapers \|\| Download paper
2020	Is-ClusterMPP: clustering algorithm through point processes and influence space towards high-dimensional data. (2020). Moussa, Ahmed ; Vannier, Brigitte ; Louis, Pierre-Yves ; Henni, Khadidja. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:3:d:10.1007_s11634-019-00379-2. Full description at Econpapers \|\| Download paper
2020	Data projections by skewness maximization under scale mixtures of skew-normal vectors. (2020). Navarro, Hilario ; Arevalillo, Jorge M. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:2:d:10.1007_s11634-020-00388-6. Full description at Econpapers \|\| Download paper
2020	Edgeworth Expansions for Multivariate Random Sums. (2020). Mazur, Stepan ; Loperfido, Nicola ; Javed, Farrukh. In: Working Papers. RePEc:hhs:oruesi:2020_009. Full description at Econpapers \|\| Download paper
2020	Two new matrix-variate distributions with application in model-based clustering. (2020). Bagnato, Luca ; Punzo, Antonio ; Tomarchio, Salvatore D. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:152:y:2020:i:c:s0167947320301419. Full description at Econpapers \|\| Download paper
2020	Model-based co-clustering for mixed type data. (2020). Biernacki, Christophe ; Jacques, Julien ; Selosse, Margot. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:144:y:2020:i:c:s016794731930221x. Full description at Econpapers \|\| Download paper
2020	Modeling and forecasting the electricity clearing price: A novel BELM based pattern classification framework and a comparative analytic study on multi-layer BELM and LSTM. (2020). Zheng, Qingru ; Shao, Zhen ; Liu, Chen ; Zhang, Qiang ; Cheng, Manli ; Gao, Fei ; Yang, Shanlin. In: Energy Economics. RePEc:eee:eneeco:v:86:y:2020:i:c:s0140988319304451. Full description at Econpapers \|\| Download paper
2020	. Full description at Econpapers \|\| Download paper

Recent citations

Recent citations received in 2020

Year	Citing document
2020	Tightening big Ms in integer programming formulations for support vector machines with ramp loss. (2020). Rodriguez-Chia, Antonio M ; Martinez-Merino, Luisa I ; Baldomero-Naranjo, Marta. In: European Journal of Operational Research. RePEc:eee:ejores:v:286:y:2020:i:1:p:84-100. Full description at Econpapers \|\| Download paper

Recent citations received in 2019

Year	Citing document

Recent citations received in 2018

Year	Citing document
2018	Eigenvalues and constraints in mixture modeling: geometric and computational issues. (2018). Greselin, Francesca ; Mayo-Iscar, Agustin ; Ingrassia, Salvatore ; Gordaliza, Alfonso ; Garcia-Escudero, Luis Angel. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:2:d:10.1007_s11634-017-0293-y. Full description at Econpapers \|\| Download paper

Recent citations received in 2017

Year	Citing document
2017	A sequential distance-based approach for imputing missing data: Forward Imputation. (2017). Manzi, Giancarlo ; Ferrari, Pier Alda ; Barbiero, Alessandro ; Solaro, Nadia . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:2:d:10.1007_s11634-016-0243-0. Full description at Econpapers \|\| Download paper
2017	Fuzzy data analysis and classification. (2017). DUrso, Pierpaolo ; Gil, Maria Angeles. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:4:d:10.1007_s11634-017-0304-z. Full description at Econpapers \|\| Download paper
2017	Rectangular latent Markov models for time-specific clustering. (2017). Zelli, Roberto ; Pittau, M. Grazia ; Farcomeni, Alessio ; Anderson, Gordon. In: Working Papers. RePEc:tor:tecipa:tecipa-589. Full description at Econpapers \|\| Download paper

10 most frequent citing series

#	Series	H	Cites
1	Advances in Data Analysis and Classification / Springer	9	116
2	Computational Statistics & Data Analysis / Elsevier	44	52
3	Statistical Methods & Applications / Springer	15	20
4	Journal of Multivariate Analysis / Elsevier	46	19
5	Computational Statistics / Springer	25	14
6	Physica A: Statistical Mechanics and its Applications / Elsevier	62	10
7	TEST: An Official Journal of the Spanish Society of Statistics and Operations Research / Springer	23	9
8	Statistics & Probability Letters / Elsevier	30	8
9	European Journal of Operational Research / Elsevier	108	7
10	Statistical Papers / Springer	15	6
11	Econometrics and Statistics / Elsevier	8	6