Advances in Data Analysis and Classification / Springer
Citation Profile [Updated: 2026-05-04 07:00:09]
5 Years H Index
14
Impact Factor (IF)
0.2
5 Years IF
0.18
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 | |
| 2008 | 0 | 0.47 | 0 | 0 | 8 | 8 | 15 | 0 | 0 | 0 | 0 | 0 | 0.22 | |||||
| 2009 | 0 | 0.46 | 0 | 0 | 20 | 28 | 28 | 0 | 8 | 8 | 0 | 0 | 0.23 | |||||
| 2010 | 0.07 | 0.46 | 0.06 | 0.07 | 20 | 48 | 115 | 3 | 3 | 28 | 2 | 28 | 2 | 2 | 66.7 | 0 | 0.2 | |
| 2011 | 0.1 | 0.5 | 0.07 | 0.08 | 22 | 70 | 106 | 5 | 8 | 40 | 4 | 48 | 4 | 2 | 40 | 1 | 0.05 | 0.23 |
| 2012 | 0.4 | 0.5 | 0.27 | 0.29 | 24 | 94 | 47 | 25 | 33 | 42 | 17 | 70 | 20 | 11 | 44 | 1 | 0.04 | 0.21 |
| 2013 | 0.17 | 0.54 | 0.28 | 0.27 | 20 | 114 | 93 | 32 | 65 | 46 | 8 | 94 | 25 | 4 | 12.5 | 2 | 0.1 | 0.23 |
| 2014 | 0.14 | 0.53 | 0.22 | 0.23 | 21 | 135 | 194 | 29 | 95 | 44 | 6 | 106 | 24 | 7 | 24.1 | 2 | 0.1 | 0.22 |
| 2015 | 0.63 | 0.52 | 0.35 | 0.39 | 21 | 156 | 77 | 55 | 150 | 41 | 26 | 107 | 42 | 14 | 25.5 | 1 | 0.05 | 0.22 |
| 2016 | 0.57 | 0.5 | 0.35 | 0.33 | 16 | 172 | 55 | 60 | 210 | 42 | 24 | 108 | 36 | 13 | 21.7 | 1 | 0.06 | 0.2 |
| 2017 | 0.27 | 0.51 | 0.35 | 0.34 | 25 | 197 | 68 | 68 | 278 | 37 | 10 | 102 | 35 | 27 | 39.7 | 3 | 0.12 | 0.2 |
| 2018 | 0.27 | 0.52 | 0.24 | 0.36 | 41 | 238 | 61 | 56 | 334 | 41 | 11 | 103 | 37 | 12 | 21.4 | 1 | 0.02 | 0.22 |
| 2019 | 0.21 | 0.53 | 0.34 | 0.39 | 44 | 282 | 84 | 95 | 429 | 66 | 14 | 124 | 48 | 21 | 22.1 | 1 | 0.02 | 0.21 |
| 2020 | 0.19 | 0.63 | 0.32 | 0.29 | 42 | 324 | 63 | 103 | 532 | 85 | 16 | 147 | 42 | 19 | 18.4 | 1 | 0.02 | 0.3 |
| 2021 | 0.36 | 0.73 | 0.42 | 0.34 | 42 | 366 | 30 | 153 | 685 | 86 | 31 | 168 | 57 | 20 | 13.1 | 3 | 0.07 | 0.27 |
| 2022 | 0.25 | 0.72 | 0.33 | 0.27 | 43 | 409 | 31 | 137 | 822 | 84 | 21 | 194 | 52 | 18 | 13.1 | 0 | 0.22 | |
| 2023 | 0.12 | 0.67 | 0.23 | 0.23 | 43 | 452 | 18 | 104 | 926 | 85 | 10 | 212 | 48 | 28 | 26.9 | 1 | 0.02 | 0.19 |
| 2024 | 0.22 | 0.73 | 0.23 | 0.23 | 43 | 495 | 4 | 114 | 1040 | 86 | 19 | 214 | 50 | 32 | 28.1 | 0 | 0.22 | |
| 2025 | 0.2 | 0.96 | 0.2 | 0.18 | 41 | 536 | 0 | 109 | 1149 | 86 | 17 | 213 | 39 | 29 | 26.6 | 1 | 0.02 | 0.28 |
| 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 | 64 |
| 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 | 41 |
| 3 | 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 | 30 |
| 4 | 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 | 30 |
| 5 | 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 | 28 |
| 6 | 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 | 25 |
| 7 | 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 | 24 | |
| 8 | 2017 | A novel method for forecasting time series based on fuzzy logic and visibility graph. (2017). Deng, Yong ; Zhang, Rong ; 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 | 22 |
| 9 | 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 | 21 |
| 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 | 19 |
| 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 | 17 |
| 12 | 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 | 16 |
| 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 | 15 |
| 14 | 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 | |
| 15 | 2018 | A computationally fast variable importance test for random forests for high-dimensional data. (2018). Janitza, Silke ; Celik, Ender ; Boulesteix, Anne-Laure. 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 | 14 |
| 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 | 13 |
| 17 | 2016 | A mixture of generalized hyperbolic factor analyzers. (2016). Browne, Ryan P ; McNicholas, Paul D ; Tortora, Cristina. 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 | 11 |
| 18 | 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 | 11 |
| 19 | 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 |
| 20 | 2008 | A DC programming approach for feature selection in support vector machines learning. (2008). Le Thi, Hoai An ; Nguyen, Van ; Dinh, Tao Pham. 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 | 11 |
| 21 | 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 | 11 |
| 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 | 10 |
| 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 | 10 |
| 24 | 2013 | Dimension reduction for model-based clustering via mixtures of multivariate $$t$$ t -distributions. (2013). Scrucca, Luca ; McNicholas, Paul ; 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 |
| 25 | 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 | 9 |
| 26 | 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 | 9 |
| 27 | 2019 | Finite mixture of regression models for censored data based on scale mixtures of normal distributions. (2019). Lachos, Victor Hugo ; Benites, Luis ; Barbosa, Celso Romulo ; Zeller, Camila Borelli. 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 | 9 |
| 28 | 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 | 9 |
| 29 | 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 |
| 30 | 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 |
| 31 | 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 |
| 32 | 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 | 8 |
| 33 | 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 |
| 34 | 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 | 8 |
| 35 | 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 |
| 36 | 2017 | Mixture models for ordinal responses to account for uncertainty of choice. (2017). Schneider, Micha ; Iannario, Maria ; Tutz, Gerhard ; Piccolo, Domenico. 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 |
| 37 | 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 |
| 38 | 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 | 7 |
| 39 | 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 |
| 40 | 2020 | A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C. (2020). Ramon, Yanou ; Evgeniou, Theodoros ; Provost, Foster ; Martens, David. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:4:d:10.1007_s11634-020-00418-3. Full description at Econpapers || Download paper | 7 |
| 41 | 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 | 7 |
| 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 | 7 |
| 43 | 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 |
| 44 | 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 | 7 |
| 45 | 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 | 7 |
| 46 | 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 |
| 47 | 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 | 6 |
| 48 | 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 | 6 |
| 49 | 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 | 6 |
| 50 | 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 | 6 |
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 | 13 |
| 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 | 8 |
| 3 | 2019 | Finite mixture of regression models for censored data based on scale mixtures of normal distributions. (2019). Lachos, Victor Hugo ; Benites, Luis ; Barbosa, Celso Romulo ; Zeller, Camila Borelli. 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 | 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 | 2020 | A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C. (2020). Ramon, Yanou ; Evgeniou, Theodoros ; Provost, Foster ; Martens, David. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:4:d:10.1007_s11634-020-00418-3. Full description at Econpapers || Download paper | 5 |
| 6 | 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 | 5 |
| 7 | 2019 | Studying crime trends in the USA over the years 2000â2012. (2019). Zhu, Xuwen ; Melnykov, Volodymyr. 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 | 4 |
| 8 | 2022 | Model-based clustering and outlier detection with missing data. (2022). Tong, Hung ; Tortora, Cristina. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:16:y:2022:i:1:d:10.1007_s11634-021-00476-1. Full description at Econpapers || Download paper | 4 |
| 9 | 2021 | Adaptive sparse group LASSO in quantile regression. (2021). Lillo, Rosa E ; Aguilera-Morillo, Carmen M ; Mendez-Civieta, Alvaro. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:15:y:2021:i:3:d:10.1007_s11634-020-00413-8. Full description at Econpapers || Download paper | 3 |
| 10 | 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 | 3 |
| 11 | 2022 | Is there a role for statistics in artificial intelligence?. (2022). Kestler, Hans A ; Antes, Gerd ; Brannath, Werner ; Dumpert, Florian ; Friede, Tim ; Steland, Ansgar ; Behr, Sigrid ; Wilhelm, Adalbert ; Friedrich, Sarah ; Pauly, Markus ; Ickstadt, Katja ; Lederer, Johannes ; Leitgob, Heinz ; Binder, Harald. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:16:y:2022:i:4:d:10.1007_s11634-021-00455-6. Full description at Econpapers || Download paper | 3 |
| 12 | 2020 | Rank tests for functional data based on the epigraph, the hypograph and associated graphical representations. (2020). Lillo, Rosa E ; Franco, Alba M. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:3:d:10.1007_s11634-019-00380-9. Full description at Econpapers || Download paper | 3 |
| 13 | 2023 | Notes on the H-measure of classifier performance. (2023). Hand, D J ; Anagnostopoulos, C. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:17:y:2023:i:1:d:10.1007_s11634-021-00490-3. Full description at Econpapers || Download paper | 3 |
| 14 | 2017 | A novel method for forecasting time series based on fuzzy logic and visibility graph. (2017). Deng, Yong ; Zhang, Rong ; 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 |
| 15 | 2018 | A computationally fast variable importance test for random forests for high-dimensional data. (2018). Janitza, Silke ; Celik, Ender ; Boulesteix, Anne-Laure. 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 | 3 |
| 16 | 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 |
| 17 | 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 | 3 |
| 18 | 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 | 3 |
| 19 | 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 | 3 |
| 20 | 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 | 2 |
| 21 | 2020 | Editable machine learning models? A rule-based framework for user studies of explainability. (2020). Kliegr, Toma ; Voji, Stanislav. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:4:d:10.1007_s11634-020-00419-2. Full description at Econpapers || Download paper | 2 |
| 22 | 2008 | A DC programming approach for feature selection in support vector machines learning. (2008). Le Thi, Hoai An ; Nguyen, Van ; Dinh, Tao Pham. 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 | 2 |
| 23 | 2022 | Robust clustering via mixtures of t factor analyzers with incomplete data. (2022). Wang, Wan-Lun ; Tsung-I Lin, . 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 | 2 |
| 24 | 2020 | Enhancing techniques for learning decision trees from imbalanced data. (2020). Guermazi, Radhouane ; Hammami, Mohamed ; Chaabane, Ikram. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:3:d:10.1007_s11634-019-00354-x. Full description at Econpapers || Download paper | 2 |
| 25 | 2019 | Exploration of the variability of variable selection based on distances between bootstrap sample results. (2019). Hennig, Christian ; Sauerbrei, Willi. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:4:d:10.1007_s11634-018-00351-6. Full description at Econpapers || Download paper | 2 |
| 26 | 2016 | An effective strategy for initializing the EM algorithm in finite mixture models. (2016). Melnykov, Volodymyr ; Michael, Semhar. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:4:d:10.1007_s11634-016-0264-8. Full description at Econpapers || Download paper | 2 |
| 27 | 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 | 2 |
| 28 | 2022 | Multivariate cluster weighted models using skewed distributions. (2022). Tomarchio, Salvatore D ; McNicholas, Paul D ; Punzo, Antonio. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:16:y:2022:i:1:d:10.1007_s11634-021-00480-5. Full description at Econpapers || Download paper | 2 |
| 29 | 2022 | Gaussian mixture model with an extended ultrametric covariance structure. (2022). Vichi, Maurizio ; Zaccaria, Giorgia ; Cavicchia, Carlo. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:16:y:2022:i:2:d:10.1007_s11634-021-00488-x. Full description at Econpapers || Download paper | 2 |
| 30 | 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 |
| 31 | 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 | 2 |
| 32 | 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 | 2 |
| 33 | 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 | 2 |
| 34 | 2022 | Detecting and classifying outliers in big functional data. (2022). Lillo, Rosa E ; Ojo, Oluwasegun Taiwo ; Sguera, Carlo ; Anta, Antonio Fernandez. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:16:y:2022:i:3:d:10.1007_s11634-021-00460-9. Full description at Econpapers || Download paper | 2 |
| 35 | 2013 | Interpretable clustering using unsupervised binary trees. (2013). Ghattas, Badih ; Fraiman, Ricardo ; Svarc, Marcela. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:2:p:125-145. Full description at Econpapers || Download paper | 2 |
| 36 | 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 | 2 |
| 37 | 2018 | Ensemble feature selection for high dimensional data: a new method and a comparative study. (2018). Limam, Mohamed ; ben Brahim, Afef. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:4:d:10.1007_s11634-017-0285-y. Full description at Econpapers || Download paper | 2 |
| 38 | 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 | 2 |
| 39 | 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 | 2 |
| 40 | 2023 | Benchmarking distance-based partitioning methods for mixed-type data. (2023). Papatsouma, Ioanna ; Costa, Efthymios ; Markos, Angelos. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:17:y:2023:i:3:d:10.1007_s11634-022-00521-7. Full description at Econpapers || Download paper | 2 |
| 41 | 2016 | Factor probabilistic distance clustering (FPDC): a new clustering method. (2016). Summa, Mireille Gettler ; Marino, Marina ; Palumbo, Francesco ; Tortora, Cristina. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:4:d:10.1007_s11634-015-0219-5. Full description at Econpapers || Download paper | 2 |
| 42 | 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 | 2 |
| 43 | 2015 | Trimmed fuzzy clustering for interval-valued data. (2015). D'Urso, Pierpaolo ; Massari, Riccardo ; Durso, Pierpaolo ; Giovanni, Livia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:1:p:21-40. Full description at Econpapers || Download paper | 2 |
| 44 | 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 | 2 |
| 45 | 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 | 2 |
| 46 | 2022 | Correction to: Multivariate cluster weighted models using skewed distributions. (2022). Tomarchio, Salvatore D ; McNicholas, Paul D ; Punzo, Antonio. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:16:y:2022:i:4:d:10.1007_s11634-021-00487-y. Full description at Econpapers || Download paper | 2 |
| 47 | 2022 | An empirical comparison and characterisation of nine popular clustering methods. (2022). Hennig, Christian. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:16:y:2022:i:1:d:10.1007_s11634-021-00478-z. Full description at Econpapers || Download paper | 2 |
| 48 | 2018 | An efficient random forests algorithm for high dimensional data classification. (2018). Nguyen, Thuy Thi ; Wang, Qiang ; Huang, Joshua Z. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:4:d:10.1007_s11634-018-0318-1. Full description at Econpapers || Download paper | 2 |
| 49 | 2022 | Nonparametric estimation of directional highest density regions. (2022). Crujeiras, Rosa M ; Saavedra-Nieves, Paula. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:16:y:2022:i:3:d:10.1007_s11634-021-00457-4. Full description at Econpapers || Download paper | 2 |
Citing documents used to
compute impact factor: 17
| Year | Title | |
|---|---|---|
| 2025 | A sparse exponential family latent block model for co-clustering. (2025). Hoseinipour, Saeid ; Nadif, Mohamed ; Aminghafari, Mina ; Mohammadpour, Adel. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:19:y:2025:i:4:d:10.1007_s11634-024-00608-3. Full description at Econpapers || Download paper | |
| 2025 | RGA: a unified measure of predictive accuracy. (2025). Giudici, Paolo ; Raffinetti, Emanuela. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:19:y:2025:i:1:d:10.1007_s11634-023-00574-2. Full description at Econpapers || Download paper | |
| 2025 | Quantifying discriminability of evaluation metrics in link prediction for real networks. (2025). Wan, Shuyan ; Zhou, Tao ; Jiao, Xinshan ; Bi, Yilin. In: Chaos, Solitons & Fractals. RePEc:eee:chsofr:v:199:y:2025:i:p3:s096007792500877x. Full description at Econpapers || Download paper | |
| 2025 | Mixture models for simultaneous classification and reduction of three-way data. (2025). Ranalli, Monia ; Vichi, Maurizio ; Rocci, Roberto. In: Computational Statistics. RePEc:spr:compst:v:40:y:2025:i:1:d:10.1007_s00180-024-01478-1. Full description at Econpapers || Download paper | |
| 2025 | Confidence intervals for tree-structured varying coefficients. (2025). Monin, Malte ; Schmid, Matthias ; Spuck, Nikolai ; Berger, Moritz. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:207:y:2025:i:c:s0167947325000180. Full description at Econpapers || Download paper | |
| 2025 | Composite likelihood expectationâmaximization algorithm for the first-order multivariate integer-valued autoregressive model with multivariate mixture distributions. (2025). Yu, Weiyang ; Zheng, Haitao. In: Mathematics and Computers in Simulation (MATCOM). RePEc:eee:matcom:v:237:y:2025:i:c:p:167-187. Full description at Econpapers || Download paper | |
| 2025 | Improved confidence intervals for finite mixture regression based on resampling techniques. (2025). Hepp, Tobias ; Griesbach, Colin. In: Computational Statistics. RePEc:spr:compst:v:40:y:2025:i:9:d:10.1007_s00180-025-01654-x. Full description at Econpapers || Download paper | |
| 2025 | A dimension reduction assisted credit scoring method for big data with categorical features. (2025). Miljkovic, Tatjana ; Wang, Pei. In: Financial Innovation. RePEc:spr:fininn:v:11:y:2025:i:1:d:10.1186_s40854-024-00689-1. Full description at Econpapers || Download paper | |
| 2025 | Comparing clustering approaches for smart meter time series: Investigating the influence of dataset properties on performance. (2025). Yerbury, Luke W ; Livingston, G C ; Goldsworthy, Mark ; Oneil, Lachlan. In: Applied Energy. RePEc:eee:appene:v:391:y:2025:i:c:s0306261925005410. Full description at Econpapers || Download paper | |
| 2025 | Clustering large mixed-type data with ordinal variables. (2025). Aschenbruck, Rabea ; Szepannek, Gero ; Wilhelm, Adalbert. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:19:y:2025:i:3:d:10.1007_s11634-024-00595-5. Full description at Econpapers || Download paper | |
| 2025 | A probabilistic cost-benefit analysis approach for cyberattack path evaluation. (2025). Wang, Wei ; Liu, Kang ; Ma, Chiye ; Zio, Enrico ; Zhang, Jinghan. In: Reliability Engineering and System Safety. RePEc:eee:reensy:v:263:y:2025:i:c:s0951832025004569. Full description at Econpapers || Download paper | |
| 2025 | Overlapping community detection in weighted networks. (2025). Qing, Huan. In: Statistical Papers. RePEc:spr:stpapr:v:66:y:2025:i:6:d:10.1007_s00362-025-01758-y. Full description at Econpapers || Download paper | |
| 2025 | On some properties of Cronbachâs α coefficient for interval-valued data in questionnaires. (2025). Gil, Mara Ngeles ; Lubiano, Mara Asuncin ; Garca-Garca, Jos. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:19:y:2025:i:3:d:10.1007_s11634-024-00601-w. Full description at Econpapers || Download paper | |
| 2025 | Sparse factor analysis for categorical data with the group-sparse generalized singular value decomposition. (2025). Guillemot, Vincent ; Abdi, Herv ; le Borgne, Julie ; Yang, Cheng-Ta ; Gloaguen, Arnaud ; Krishnan, Anjali ; Yu, Ju-Chi ; Rabin, Laura A. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:209:y:2025:i:c:s0167947325000556. Full description at Econpapers || Download paper | |
| 2025 | Model-based clustering for covariance matrices via penalized Wishart mixture models. (2025). Casa, Alessandro ; Cappozzo, Andrea. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:212:y:2025:i:c:s0167947325001082. Full description at Econpapers || Download paper | |
| 2025 | Co-clustering multi-view data using the Latent Block Model. (2025). Wang, Jinling ; Moore, Adrian ; Hoey, Leane ; Hughes, Catherine ; Wallace, Jonathan ; Tobin, Joshua ; Rankin, Debbie ; Zhang, Mimi ; Molloy, Anne M ; Black, Michaela ; McNulty, Helene ; Carlin, Paul ; Horigan, Geraldine. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:210:y:2025:i:c:s0167947325000647. Full description at Econpapers || Download paper | |
| 2025 | Evaluating the stability of model explanations in instance-dependent cost-sensitive credit scoring. (2025). Benoit, Dries F ; Bogaert, Matthias ; Ballegeer, Matteo. In: European Journal of Operational Research. RePEc:eee:ejores:v:326:y:2025:i:3:p:630-640. Full description at Econpapers || Download paper |
Recent citations
Recent citations received in 2024
| Year | Citing document |
|---|
Recent citations received in 2023
| Year | Citing document | |
|---|---|---|
| 2023 | Optimal Portfolio Projections for Skew-Elliptically Distributed Portfolio Returns. (2023). Loperfido, Nicola ; Shushi, Tomer. In: Journal of Optimization Theory and Applications. RePEc:spr:joptap:v:199:y:2023:i:1:d:10.1007_s10957-023-02252-x. Full description at Econpapers || Download paper |
Recent citations received in 2022
| Year | Citing document |
|---|
10 most frequent citing series