Advances in Data Analysis and Classification / Springer
Citation Profile [Updated: 2023-11-03 08:28:08]
5 Years H Index
13
Impact Factor (IF)
0.25
5 Years IF
0.27
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
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Main indicators
Raw Data
| IF | AIF | CIF | IF5 | DOC | CDO | CIT | NCI | CCU | D2Y | C2Y | D5Y | C5Y | SC | %SC | CiY | II | AII | |
| 2008 | 0 | 0.49 | 0 | 0 | 8 | 8 | 12 | 0 | 0 | 0 | 0 | 0 | 0.23 | |||||
| 2009 | 0 | 0.47 | 0 | 0 | 20 | 28 | 26 | 0 | 8 | 8 | 0 | 0 | 0.24 | |||||
| 2010 | 0.07 | 0.48 | 0.06 | 0.07 | 20 | 48 | 104 | 3 | 3 | 28 | 2 | 28 | 2 | 2 | 66.7 | 0 | 0.21 | |
| 2011 | 0.1 | 0.52 | 0.07 | 0.08 | 22 | 70 | 87 | 5 | 8 | 40 | 4 | 48 | 4 | 2 | 40 | 1 | 0.05 | 0.24 |
| 2012 | 0.4 | 0.52 | 0.27 | 0.29 | 24 | 94 | 44 | 25 | 33 | 42 | 17 | 70 | 20 | 11 | 44 | 1 | 0.04 | 0.22 |
| 2013 | 0.17 | 0.56 | 0.28 | 0.27 | 20 | 114 | 79 | 32 | 65 | 46 | 8 | 94 | 25 | 4 | 12.5 | 2 | 0.1 | 0.24 |
| 2014 | 0.14 | 0.55 | 0.21 | 0.22 | 21 | 135 | 170 | 28 | 94 | 44 | 6 | 106 | 23 | 7 | 25 | 2 | 0.1 | 0.23 |
| 2015 | 0.63 | 0.55 | 0.35 | 0.39 | 21 | 156 | 68 | 55 | 149 | 41 | 26 | 107 | 42 | 14 | 25.5 | 1 | 0.05 | 0.23 |
| 2016 | 0.57 | 0.53 | 0.35 | 0.33 | 16 | 172 | 42 | 60 | 209 | 42 | 24 | 108 | 36 | 13 | 21.7 | 1 | 0.06 | 0.21 |
| 2017 | 0.27 | 0.54 | 0.35 | 0.34 | 25 | 197 | 59 | 68 | 277 | 37 | 10 | 102 | 35 | 27 | 39.7 | 3 | 0.12 | 0.22 |
| 2018 | 0.27 | 0.56 | 0.24 | 0.36 | 41 | 238 | 46 | 56 | 333 | 41 | 11 | 103 | 37 | 12 | 21.4 | 1 | 0.02 | 0.24 |
| 2019 | 0.21 | 0.58 | 0.33 | 0.39 | 44 | 282 | 55 | 94 | 427 | 66 | 14 | 124 | 48 | 21 | 22.3 | 1 | 0.02 | 0.23 |
| 2020 | 0.19 | 0.7 | 0.31 | 0.29 | 42 | 324 | 33 | 102 | 529 | 85 | 16 | 147 | 42 | 19 | 18.6 | 1 | 0.02 | 0.33 |
| 2021 | 0.36 | 0.87 | 0.42 | 0.34 | 42 | 366 | 15 | 153 | 682 | 86 | 31 | 168 | 57 | 20 | 13.1 | 3 | 0.07 | 0.32 |
| 2022 | 0.25 | 1 | 0.33 | 0.27 | 43 | 409 | 1 | 137 | 819 | 84 | 21 | 194 | 52 | 18 | 13.1 | 0 | 0.31 |
| 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 | 2014 | Functional data clustering: a survey. (2014). Jacques, Julien ; Preda, Cristian. 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 | 48 |
| 2 | 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 | 36 |
| 3 | 2010 | A review of robust clustering methods. (2010). Garcia-Escudero, Luis ; Matran, Carlos ; Gordaliza, Alfonso ; Mayo-Iscar, Agustin. 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 | 27 |
| 4 | 2013 | On mixtures of skew normal and skew $$t$$ -distributions. (2013). Lee, Sharon ; McLachlan, Geoffrey . 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 | 26 |
| 5 | 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 | 22 |
| 6 | 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 | 22 | |
| 7 | 2011 | Model-based clustering of time series in group-specific functional subspaces. (2011). Jacques, Julien ; Bouveyron, Charles. 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 | 21 |
| 8 | 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 | 20 |
| 9 | 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 | 19 |
| 10 | 2014 | Simplicial band depth for multivariate functional data. (2014). Sun, Ying ; Lopez-Pintado, Sara ; Genton, Marc ; Lin, Juan. 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 | 17 |
| 11 | 2014 | Estimating common principal components in high dimensions. (2014). Browne, Ryan ; McNicholas, Paul . 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 | 15 |
| 12 | 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 | 14 | |
| 13 | 2014 | Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. (2014). Subedi, Sanjeena ; McNicholas, Paul . 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 | 14 |
| 14 | 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 | 13 |
| 15 | 2009 | Trimming algorithms for clustering contaminated grouped data and their robustness. (2009). Gallegos, Maria ; Ritter, Gunter . 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 | 11 |
| 16 | 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 | 11 |
| 17 | 2013 | Dimension reduction for model-based clustering via mixtures of multivariate $$t$$ t -distributions. (2013). McNicholas, Paul ; Scrucca, Luca ; Morris, Katherine . 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 | 10 |
| 18 | 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 | 10 |
| 19 | 2018 | A computationally fast variable importance test for random forests for high-dimensional data. (2018). Janitza, Silke ; Boulesteix, Anne-Laure ; Celik, Ender. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:4:d:10.1007_s11634-016-0276-4. Full description at Econpapers || Download paper | 10 |
| 20 | 2008 | A DC programming approach for feature selection in support vector machines learning. (2008). Le Thi, Hoai An ; PhamDinh, Tao ; Nguyen, Van. 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 | 9 |
| 21 | 2010 | A simulation study to compare robust clustering methods based on mixtures. (2010). Coretto, Pietro ; Hennig, Christian. 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 | 9 |
| 22 | 2011 | Fast algorithms for determining (generalized) core groups in social networks. (2011). Batagelj, Vladimir ; Zavernik, Matja . 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 | 8 |
| 23 | 2011 | Model-based clustering and segmentation of time series with changes in regime. (2011). Aknin, Patrice ; Govaert, Gerard ; Chamroukhi, Faicel ; Same, Allou. 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 | 8 |
| 24 | 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 | 8 |
| 25 | 2014 | New insights on permutation approach for hypothesis testing on functional data. (2014). Melas, Viatcheslav ; Salmaso, Luigi ; Corain, Livio ; Pepelyshev, Andrey. 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 | 8 |
| 26 | 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 | 8 |
| 27 | 2019 | From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. (2019). Fruhwirth-Schnatter, Sylvia ; Malsiner-Walli, Gertraud. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:1:d:10.1007_s11634-018-0329-y. Full description at Econpapers || Download paper | 8 |
| 28 | 2014 | Robust clustering around regression lines with high density regions. (2014). Perrotta, Domenico ; Cerioli, Andrea. 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 | 8 |
| 29 | 2013 | A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models. (2013). Vermunt, Jeroen ; Kollenburg, Geert ; Oberski, Daniel . 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 | 8 |
| 30 | 2015 | Improved initialisation of model-based clustering using Gaussian hierarchical partitions. (2015). Raftery, Adrian ; Scrucca, Luca. 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 | 7 |
| 31 | 2014 | A constrained robust proposal for mixture modeling avoiding spurious solutions. (2014). Garcia-Escudero, L. ; Mayo-Iscar, A. ; Gordaliza, A.. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:1:p:27-43. Full description at Econpapers || Download paper | 7 |
| 32 | 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 | 7 |
| 33 | 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 | 7 |
| 34 | 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 | 7 |
| 35 | 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 | 7 |
| 36 | 2011 | Assessing and accounting for time heterogeneity in stochastic actor oriented models. (2011). Snijders, Tom ; Ripley, Ruth ; Schweinberger, Michael ; Lospinoso, Joshua . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:2:p:147-176. Full description at Econpapers || Download paper | 7 |
| 37 | 2011 | Multiple imputation in principal component analysis. (2011). Josse, Julie ; Pages, Jerome ; Husson, Franois. 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 | 6 |
| 38 | 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 | 6 |
| 39 | 2010 | Robust classification for skewed data. (2010). Van der Veeken, Stephan ; Hubert, Mia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:4:p:239-254. Full description at Econpapers || Download paper | 6 |
| 40 | 2009 | New robust dynamic plots for regression mixture detection. (2009). Riani, Marco ; Torti, Francesca ; Perrotta, Domenico. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:3:y:2009:i:3:p:263-279. Full description at Econpapers || Download paper | 6 |
| 41 | 2016 | Quantile composite-based path modeling. (2016). Vinzi, Vincenzo Esposito ; Davino, Cristina. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:4:d:10.1007_s11634-015-0231-9. Full description at Econpapers || Download paper | 6 |
| 42 | 2012 | Exploring incomplete data using visualization techniques. (2012). Filzmoser, Peter ; Alfons, Andreas ; 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 |
| 43 | 2011 | Correcting Jaccard and other similarity indices for chance agreement in cluster analysis. (2011). Niewiadomska-Bugaj, Magdalena ; Albatineh, Ahmed . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:3:p:179-200. Full description at Econpapers || Download paper | 5 |
| 44 | 2015 | Classifying real-world data with the $${ DD}\alpha $$ D D ? -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 |
| 45 | 2012 | Predicting partial customer churn using Markov for discrimination for modeling first purchase sequences. (2012). Van den Poel, Dirk ; Migueis, Vera ; João Falcão e Cunha, ; Camanho, Ana. 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 | 5 |
| 46 | 2010 | The k-step spatial sign covariance matrix. (2010). Dehon, Catherine ; Croux, C. ; Yadine, A.. 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 | 5 |
| 47 | 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 | 5 |
| 48 | 2012 | Analyzing multiset data by the Power STATIS-ACT method. (2012). Dosse, Mohammed Bennani ; Benasseni, Jacques . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:1:p:49-65. Full description at Econpapers || Download paper | 5 |
| 49 | 2011 | Detection of multivariate outliers in business survey data with incomplete information. (2011). Todorov, Valentin ; Filzmoser, Peter ; Templ, Matthias. 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 | 5 |
| 50 | 2015 | Maximum likelihood estimation of Gaussian mixture models without matrix operations. (2015). Nguyen, Hien ; McLachlan, Geoffrey . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:371-394. Full description at Econpapers || Download paper | 5 |
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). Jacques, Julien ; Preda, Cristian. 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 | 22 |
| 2 | 2011 | Model-based clustering of time series in group-specific functional subspaces. (2011). Jacques, Julien ; Bouveyron, Charles. 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 | 10 |
| 3 | 2018 | A computationally fast variable importance test for random forests for high-dimensional data. (2018). Janitza, Silke ; Boulesteix, Anne-Laure ; Celik, Ender. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:4:d:10.1007_s11634-016-0276-4. Full description at Econpapers || Download paper | 9 |
| 4 | 2014 | Estimating common principal components in high dimensions. (2014). Browne, Ryan ; McNicholas, Paul . 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 | 8 |
| 5 | 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 | 8 |
| 6 | 2019 | From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. (2019). Fruhwirth-Schnatter, Sylvia ; Malsiner-Walli, Gertraud. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:1:d:10.1007_s11634-018-0329-y. Full description at Econpapers || Download paper | 7 |
| 7 | 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 | 7 |
| 8 | 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 | 6 |
| 9 | 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 | 6 |
| 10 | 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 | 6 |
| 11 | 2010 | A review of robust clustering methods. (2010). Garcia-Escudero, Luis ; Matran, Carlos ; Gordaliza, Alfonso ; Mayo-Iscar, Agustin. 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 | 6 |
| 12 | 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 | 5 |
| 13 | 2014 | Simplicial band depth for multivariate functional data. (2014). Sun, Ying ; Lopez-Pintado, Sara ; Genton, Marc ; Lin, Juan. 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 | 5 |
| 14 | 2013 | On mixtures of skew normal and skew $$t$$ -distributions. (2013). Lee, Sharon ; McLachlan, Geoffrey . 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 | 5 |
| 15 | 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 | 5 |
| 16 | 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 |
| 17 | 2020 | Ensemble of optimal trees, random forest and random projection ensemble classification. (2020). Khan, Zardad ; Lausen, Berthold ; Adler, Werner ; Mahmoud, Osama ; Miftahuddin, Miftahuddin ; Perperoglou, Aris ; Gul, Asma. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:1:d:10.1007_s11634-019-00364-9. Full description at Econpapers || Download paper | 4 |
| 18 | 2020 | Gaussian parsimonious clustering models with covariates and a noise component. (2020). Murphy, Keefe. 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 | 4 |
| 19 | 2013 | Fuzzy spectral clustering by PCCA+: application to Markov state models and data classification. (2013). Roblitz, Susanna ; Weber, Marcus . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:2:p:147-179. Full description at Econpapers || Download paper | 4 |
| 20 | 2016 | Quantile composite-based path modeling. (2016). Vinzi, Vincenzo Esposito ; Davino, Cristina. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:4:d:10.1007_s11634-015-0231-9. Full description at Econpapers || Download paper | 4 |
| 21 | 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 | 4 |
| 22 | 2013 | A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models. (2013). Vermunt, Jeroen ; Kollenburg, Geert ; Oberski, Daniel . 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 |
| 23 | 2014 | Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. (2014). Subedi, Sanjeena ; McNicholas, Paul . 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 | 4 |
| 24 | 2009 | New robust dynamic plots for regression mixture detection. (2009). Riani, Marco ; Torti, Francesca ; Perrotta, Domenico. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:3:y:2009:i:3:p:263-279. Full description at Econpapers || Download paper | 4 |
| 25 | 2015 | Improved initialisation of model-based clustering using Gaussian hierarchical partitions. (2015). Raftery, Adrian ; Scrucca, Luca. 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 |
| 26 | 2019 | A two-stage sparse logistic regression for optimal gene selection in high-dimensional microarray data classification. (2019). Algamal, Zakariya Yahya ; Lee, Muhammad Hisyam. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:3:d:10.1007_s11634-018-0334-1. Full description at Econpapers || Download paper | 3 |
| 27 | 2012 | Analyzing multiset data by the Power STATIS-ACT method. (2012). Dosse, Mohammed Bennani ; Benasseni, Jacques . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:1:p:49-65. Full description at Econpapers || Download paper | 3 |
| 28 | 2018 | Mutual information, phi-squared and model-based co-clustering for contingency tables. (2018). Govaert, Gerard ; Nadif, Mohamed. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:3:d:10.1007_s11634-016-0274-6. Full description at Econpapers || Download paper | 3 |
| 29 | 2019 | Finite mixture of regression models for censored data based on scale mixtures of normal distributions. (2019). Zeller, Camila Borelli ; Benites, Luis ; Lachos, Victor Hugo ; Barbosa, Celso Romulo . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:1:d:10.1007_s11634-018-0337-y. Full description at Econpapers || Download paper | 3 |
| 30 | 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 | 3 |
| 31 | 2018 | Sparsest factor analysis for clustering variables: a matrix decomposition approach. (2018). Adachi, Kohei ; Trendafilov, Nickolay T. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:3:d:10.1007_s11634-017-0284-z. Full description at Econpapers || Download paper | 3 |
| 32 | 2020 | A fragmented-periodogram approach for clustering big data time series. (2020). Poncela, Pilar ; Crato, Nuno ; Caiado, Jorge. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:1:d:10.1007_s11634-019-00365-8. Full description at Econpapers || Download paper | 3 |
| 33 | 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 | 3 |
| 34 | 2018 | Minimum distance method for directional data and outlier detection. (2018). Sau, Mercedes Fernandez ; Rodriguez, Daniel A. 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 | 3 |
| 35 | 2015 | Lasso-constrained regression analysis for interval-valued data. (2015). Giordani, Paolo. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:1:p:5-19. Full description at Econpapers || Download paper | 3 |
| 36 | 2019 | Directional co-clustering. (2019). Salah, Aghiles ; Nadif, Mohamed. 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 | 3 |
| 37 | 2019 | Weighted distance-based trees for ranking data. (2019). Plaia, Antonella ; Sciandra, Mariangela. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:2:d:10.1007_s11634-017-0306-x. Full description at Econpapers || Download paper | 3 |
| 38 | 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 |
| 39 | 2014 | New insights on permutation approach for hypothesis testing on functional data. (2014). Melas, Viatcheslav ; Salmaso, Luigi ; Corain, Livio ; Pepelyshev, Andrey. 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 | 3 |
| 40 | 2021 | Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions. (2021). Lee, Sharon X ; McLachlan, Geoffrey J ; Tsung-I Lin, . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:15:y:2021:i:2:d:10.1007_s11634-020-00420-9. Full description at Econpapers || Download paper | 3 |
| 41 | 2019 | Assessing trimming methodologies for clustering linear regression data. (2019). Riani, Marco ; Cerioli, Andrea ; Perrotta, Domenico ; Torti, Francesca. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:1:d:10.1007_s11634-018-0331-4. Full description at Econpapers || Download paper | 3 |
| 42 | 2015 | Basic statistics for distributional symbolic variables: a new metric-based approach. (2015). Verde, Rosanna ; Irpino, Antonio. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:2:p:143-175. Full description at Econpapers || Download paper | 3 |
| 43 | 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 | 3 |
| 44 | 2014 | Robust clustering around regression lines with high density regions. (2014). Perrotta, Domenico ; Cerioli, Andrea. 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 |
| 45 | 2011 | Fast algorithms for determining (generalized) core groups in social networks. (2011). Batagelj, Vladimir ; Zavernik, Matja . 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 |
| 46 | 2020 | Mixtures of Dirichlet-Multinomial distributions for supervised and unsupervised classification of short text data. (2020). Anderlucci, Laura ; Viroli, Cinzia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:4:d:10.1007_s11634-020-00399-3. Full description at Econpapers || Download paper | 2 |
| 47 | 2011 | Panel data analysis: a survey on model-based clustering of time series. (2011). Fruhwirth-Schnatter, Sylvia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:251-280. Full description at Econpapers || Download paper | 2 |
| 48 | 2019 | Finite mixture-of-gamma distributions: estimation, inference, and model-based clustering. (2019). Young, Derek S ; Nilo-Poyanco, Ricardo ; Hewage, Dilrukshi C ; Chen, XI. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:4:d:10.1007_s11634-019-00361-y. Full description at Econpapers || Download paper | 2 |
| 49 | 2019 | Generalised linear model trees with global additive effects. (2019). Zeileis, Achim ; Hothorn, Torsten ; Seibold, Heidi. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:3:d:10.1007_s11634-018-0342-1. Full description at Econpapers || Download paper | 2 |
| 50 | 2011 | Multiple imputation in principal component analysis. (2011). Josse, Julie ; Pages, Jerome ; Husson, Franois. 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 | 2 |
Citing documents used to
compute impact factor: 21
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| 2022 | Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles. (2022). Tutz, Gerhard. In: Journal of Classification. RePEc:spr:jclass:v:39:y:2022:i:2:d:10.1007_s00357-021-09406-4. Full description at Econpapers || Download paper | |
| 2022 | Pattern Labelling of Business Communication Data. (2022). Kaya, Muhammed-Fatih. In: Group Decision and Negotiation. RePEc:spr:grdene:v:31:y:2022:i:6:d:10.1007_s10726-022-09800-2. Full description at Econpapers || Download paper | |
| 2022 | SUBiNN: a stacked uni- and bivariate kNN sparse ensemble. (2022). Elsten, Tiffany ; Rooij, Mark. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:16:y:2022:i:4:d:10.1007_s11634-021-00462-7. Full description at Econpapers || Download paper | |
| 2022 | COVID-19 and Stock Market Volatility: A Clustering Approach for S&P 500 Industry Indices. (2022). Caiado, Jorge ; Lucio, Francisco. In: Finance Research Letters. RePEc:eee:finlet:v:49:y:2022:i:c:s1544612322003646. Full description at Econpapers || Download paper | |
| 2022 | Multivariate cluster-weighted models based on seemingly unrelated linear regression. (2022). Soffritti, Gabriele ; Galimberti, Giuliano ; Diani, Cecilia. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:171:y:2022:i:c:s0167947322000317. Full description at Econpapers || Download paper | |
| 2022 | Machine Learning Embedded Semiparametric Mixtures of Regressions with Covariate-Varying Mixing Proportions. (2022). Yao, Weixin ; Xue, Jiacheng. In: Econometrics and Statistics. RePEc:eee:ecosta:v:22:y:2022:i:c:p:159-171. Full description at Econpapers || Download paper | |
| 2022 | Outcome?guided sparse K?means for disease subtype discovery via integrating phenotypic data with high?dimensional transcriptomic data. (2022). Huo, Zhiguang ; Tseng, George ; Avram, Dorina ; Meng, Lingsong. In: Journal of the Royal Statistical Society Series C. RePEc:bla:jorssc:v:71:y:2022:i:2:p:352-375. Full description at Econpapers || Download paper | |
| 2022 | Quantile composite-based path modeling: algorithms, properties and applications. (2022). Davino, Cristina ; Vistocco, Domenico ; Dolce, Pasquale. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:16:y:2022:i:4:d:10.1007_s11634-021-00469-0. Full description at Econpapers || Download paper | |
| 2022 | A quantile regression perspective on external preference mapping. (2022). Vistocco, Domenico ; Romano, Rosaria ; Nas, Tormod ; Davino, Cristina. In: AStA Advances in Statistical Analysis. RePEc:spr:alstar:v:106:y:2022:i:4:d:10.1007_s10182-022-00440-0. Full description at Econpapers || Download paper | |
| 2022 | Justifying Short-Term Load Forecasts Obtained with the Use of Neural Models. (2022). Grzeszczyk, Michal K. In: Energies. RePEc:gam:jeners:v:15:y:2022:i:5:p:1852-:d:762858. Full description at Econpapers || Download paper | |
| 2022 | Disjunctive Rule Lists. (2022). Wang, Tong ; Ragodos, Ronilo. In: INFORMS Journal on Computing. RePEc:inm:orijoc:v:34:y:2022:i:6:p:3259-3276. Full description at Econpapers || Download paper | |
| 2022 | Constrained Naïve Bayes with application to unbalanced data classification. (2022). Sillero-Denamiel, Remedios M ; Ramirez-Cobo, Pepa ; Carrizosa, Emilio ; Blanquero, Rafael. In: Central European Journal of Operations Research. RePEc:spr:cejnor:v:30:y:2022:i:4:d:10.1007_s10100-021-00782-1. Full description at Econpapers || Download paper | |
| 2022 | On sparse optimal regression trees. (2022). Morales, Dolores Romero ; Molero-Rio, Cristina ; Carrizosa, Emilio ; Blanquero, Rafael. In: European Journal of Operational Research. RePEc:eee:ejores:v:299:y:2022:i:3:p:1045-1054. Full description at Econpapers || Download paper | |
| 2022 | An overview of skew distributions in model-based clustering. (2022). McLachlan, Geoffrey J ; Lee, Sharon X. In: Journal of Multivariate Analysis. RePEc:eee:jmvana:v:188:y:2022:i:c:s0047259x21001317. Full description at Econpapers || Download paper | |
| 2022 | Robust clustering via mixtures of t factor analyzers with incomplete data. (2022). Tsung-I Lin, ; Wang, Wan-Lun. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:16:y:2022:i:3:d:10.1007_s11634-021-00453-8. Full description at Econpapers || Download paper | |
| 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 | |
| 2022 | Markov-switching state-space models with applications to neuroimaging. (2022). Ombao, Hernando ; Ting, Chee-Ming ; Degras, David. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:174:y:2022:i:c:s0167947322001050. Full description at Econpapers || Download paper | |
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| 2022 | Dam Water Level Prediction Using Vector AutoRegression, Random Forest Regression and MLP-ANN Models Based on Land-Use and Climate Factors. (2022). Nkwae, Boipuso ; Odirile, Phillimon ; Parida, Bhagabat P ; Qi, Jiaguo ; Ouma, Yashon O ; Moalafhi, Ditiro B ; Anderson, George. In: Sustainability. RePEc:gam:jsusta:v:14:y:2022:i:22:p:14934-:d:970015. Full description at Econpapers || Download paper | |
| 2022 | Hybrid maximum likelihood inference for stochastic block models. (2022). Pandolfi, Silvia ; Marino, Maria Francesca. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:171:y:2022:i:c:s0167947322000299. Full description at Econpapers || Download paper | |
| 2022 | Comparing Boosting and Bagging for Decision Trees of Rankings. (2022). Mencia, Eneldo Loza ; Furnkranz, Johannes ; Buscemi, Simona ; Plaia, Antonella. In: Journal of Classification. RePEc:spr:jclass:v:39:y:2022:i:1:d:10.1007_s00357-021-09397-2. Full description at Econpapers || Download paper |
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Recent citations received in 2019
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| 2019 | A Bivariate Index for Visually Measuring Marginal Inhomogeneity in Square Tables. (2019). Ando, Shuji. In: International Journal of Statistics and Probability. RePEc:ibn:ijspjl:v:8:y:2019:i:5:p:58. Full description at Econpapers || Download paper |
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