Advances in Data Analysis and Classification / Springer
Citation Profile [Updated: 2025-11-20 18:08:17]
5 Years H Index
14
Impact Factor (IF)
0.22
5 Years IF
0.23
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]
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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 | 0.47 | 0 | 0 | 8 | 8 | 14 | 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 | 113 | 3 | 3 | 28 | 2 | 28 | 2 | 2 | 66.7 | 0 | 0.2 | |
| 2011 | 0.1 | 0.51 | 0.07 | 0.08 | 22 | 70 | 101 | 5 | 8 | 40 | 4 | 48 | 4 | 2 | 40 | 1 | 0.05 | 0.24 |
| 2012 | 0.4 | 0.5 | 0.27 | 0.29 | 24 | 94 | 46 | 25 | 33 | 42 | 17 | 70 | 20 | 11 | 44 | 1 | 0.04 | 0.21 |
| 2013 | 0.17 | 0.54 | 0.28 | 0.27 | 20 | 114 | 91 | 32 | 65 | 46 | 8 | 94 | 25 | 4 | 12.5 | 2 | 0.1 | 0.24 |
| 2014 | 0.14 | 0.53 | 0.22 | 0.23 | 21 | 135 | 189 | 29 | 95 | 44 | 6 | 106 | 24 | 7 | 24.1 | 2 | 0.1 | 0.22 |
| 2015 | 0.63 | 0.53 | 0.35 | 0.39 | 21 | 156 | 75 | 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 | 50 | 60 | 210 | 42 | 24 | 108 | 36 | 13 | 21.7 | 1 | 0.06 | 0.2 |
| 2017 | 0.27 | 0.52 | 0.35 | 0.34 | 25 | 197 | 63 | 68 | 278 | 37 | 10 | 102 | 35 | 27 | 39.7 | 3 | 0.12 | 0.21 |
| 2018 | 0.27 | 0.53 | 0.24 | 0.36 | 41 | 238 | 59 | 56 | 334 | 41 | 11 | 103 | 37 | 12 | 21.4 | 1 | 0.02 | 0.22 |
| 2019 | 0.21 | 0.54 | 0.34 | 0.39 | 44 | 282 | 77 | 95 | 429 | 66 | 14 | 124 | 48 | 21 | 22.1 | 1 | 0.02 | 0.21 |
| 2020 | 0.19 | 0.64 | 0.32 | 0.29 | 42 | 324 | 61 | 103 | 532 | 85 | 16 | 147 | 42 | 19 | 18.4 | 1 | 0.02 | 0.3 |
| 2021 | 0.36 | 0.74 | 0.42 | 0.34 | 42 | 366 | 29 | 153 | 685 | 86 | 31 | 168 | 57 | 20 | 13.1 | 3 | 0.07 | 0.27 |
| 2022 | 0.25 | 0.74 | 0.33 | 0.27 | 43 | 409 | 25 | 137 | 822 | 84 | 21 | 194 | 52 | 18 | 13.1 | 0 | 0.22 | |
| 2023 | 0.12 | 0.7 | 0.23 | 0.23 | 43 | 452 | 11 | 104 | 926 | 85 | 10 | 212 | 48 | 28 | 26.9 | 1 | 0.02 | 0.2 |
| 2024 | 0.22 | 0.82 | 0.23 | 0.23 | 43 | 495 | 0 | 114 | 1040 | 86 | 19 | 214 | 50 | 32 | 28.1 | 0 | 0.24 |
| 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 | 59 |
| 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 | 40 |
| 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 | 27 |
| 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 | 27 |
| 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 | 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 |
| 9 | 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 |
| 10 | 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 | 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 | 10 |
| 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 | 10 |
| 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 | 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 |
| 24 | 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 |
| 25 | 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 |
| 26 | 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 |
| 27 | 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 |
| 28 | 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 |
| 29 | 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 | 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 | 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 |
| 33 | 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 |
| 34 | 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 |
| 35 | 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 |
| 36 | 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 |
| 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 | 7 |
| 38 | 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 |
| 39 | 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 |
| 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 | 7 |
| 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 | 7 |
| 42 | 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 |
| 43 | 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 |
| 44 | 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 |
| 45 | 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 | 6 |
| 46 | 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 |
| 47 | 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 | 6 |
| 48 | 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 |
| 49 | 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 |
| 50 | 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 | 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 | 15 |
| 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 | 7 |
| 3 | 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 | 6 |
| 4 | 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 | 6 |
| 5 | 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 | 6 |
| 6 | 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 | 6 |
| 7 | 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 |
| 8 | 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 |
| 9 | 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 | 4 |
| 10 | 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 | 4 |
| 11 | 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 | 4 |
| 12 | 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 | 4 |
| 13 | 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 | 4 |
| 14 | 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 | 3 |
| 15 | 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 |
| 16 | 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 | 3 |
| 17 | 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 | 3 |
| 18 | 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 | 3 |
| 19 | 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 | 3 |
| 20 | 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 | 3 |
| 21 | 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 | 3 |
| 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 | 3 |
| 23 | 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 |
| 24 | 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 |
| 25 | 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 | 3 |
| 26 | 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 | 3 |
| 27 | 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 | 3 |
| 28 | 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 | 3 |
| 29 | 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 | 3 |
| 30 | 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 | 3 |
| 31 | 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 |
| 32 | 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 | 2 |
| 33 | 2021 | Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions. (2021). Tsung-I Lin, ; Lee, Sharon X ; McLachlan, Geoffrey J. 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 | 2 |
| 34 | 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 |
| 35 | 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 |
| 36 | 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 |
| 37 | 2023 | Kurtosis removal for data pre-processing. (2023). Loperfido, Nicola. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:17:y:2023:i:1:d:10.1007_s11634-022-00498-3. Full description at Econpapers || Download paper | 2 |
| 38 | 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 | 2 |
| 39 | 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 |
| 40 | 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 |
| 41 | 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 | 2 |
| 42 | 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 | 2 |
| 43 | 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 | 2 |
| 44 | 2019 | sARI: a soft agreement measure for class partitions incorporating assignment probabilities. (2019). Nugent, Rebecca ; Dean, Nema ; Flynt, Abby. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:1:d:10.1007_s11634-018-0346-x. Full description at Econpapers || Download paper | 2 |
| 45 | 2018 | Mutual information, phi-squared and model-based co-clustering for contingency tables. (2018). Nadif, Mohamed ; Govaert, Gerard. 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 | 2 |
| 46 | 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 |
| 47 | 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 | 2 |
| 48 | 2020 | Data projections by skewness maximization under scale mixtures of skew-normal vectors. (2020). Arevalillo, Jorge M ; Navarro, Hilario. 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 | 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 |
| 50 | 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 |
Citing documents used to
compute impact factor: 19
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| 2024 | Variational inference for semiparametric Bayesian novelty detection in large datasets. (2024). Mastropietro, Marta ; Ghirri, Jacopo ; Chiani, Leonardo ; Boniardi, Eric ; Benedetti, Luca ; Denti, Francesco ; Cappozzo, Andrea. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:18:y:2024:i:3:d:10.1007_s11634-023-00569-z. Full description at Econpapers || Download paper | |
| 2024 | A Laplace-based model with flexible tail behavior. (2024). Bagnato, Luca ; Tortora, Cristina ; Franczak, Brian C ; Punzo, Antonio. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:192:y:2024:i:c:s0167947323002207. Full description at Econpapers || Download paper | |
| 2024 | Model-based clustering using a new multivariate skew distribution. (2024). Punzo, Antonio ; Bagnato, Luca ; Tomarchio, Salvatore D. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:18:y:2024:i:1:d:10.1007_s11634-023-00552-8. Full description at Econpapers || Download paper | |
| 2024 | Parsimonious Seemingly Unrelated Contaminated Normal Cluster-Weighted Models. (2024). Perrone, Gabriele ; Soffritti, Gabriele. In: Journal of Classification. RePEc:spr:jclass:v:41:y:2024:i:3:d:10.1007_s00357-023-09458-8. Full description at Econpapers || Download paper | |
| 2024 | Theory of angular depth for classification of directional data. (2024). Porzio, Giovanni C ; Buttarazzi, Davide ; Demni, Houyem ; Nagy, Stanislav. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:18:y:2024:i:3:d:10.1007_s11634-023-00557-3. Full description at Econpapers || Download paper | |
| 2024 | L p -Norm for Compositional Data: Exploring the CoDa L 1 -Norm in Penalised Regression. (2024). Martin-Fernandez, Josep Antoni ; Saperas-Riera, Jordi ; Mateu-Figueras, Gloria. In: Mathematics. RePEc:gam:jmathe:v:12:y:2024:i:9:p:1388-:d:1387489. Full description at Econpapers || Download paper | |
| 2024 | A model-based ultrametric composite indicator for studying waste management in Italian municipalities. (2024). Zaccaria, Giorgia ; Vichi, Maurizio ; Sarnacchiaro, Pasquale ; Cavicchia, Carlo. In: Computational Statistics. RePEc:spr:compst:v:39:y:2024:i:1:d:10.1007_s00180-023-01333-9. Full description at Econpapers || Download paper | |
| 2024 | MLE for the parameters of bivariate interval-valued model. (2024). Xu, Wei ; Guo, Jiin-Huarng ; Billard, L ; Samadi, Yaser S. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:18:y:2024:i:4:d:10.1007_s11634-023-00546-6. Full description at Econpapers || Download paper | |
| 2024 | Locating $$\gamma$$ γ -ray sources on the celestial sphere via modal clustering. (2024). Sottosanti, Andrea ; Montin, Anna ; Brazzale, Alessandra R ; Menardi, Giovanna. In: Statistical Methods & Applications. RePEc:spr:stmapp:v:33:y:2024:i:1:d:10.1007_s10260-023-00726-w. Full description at Econpapers || Download paper | |
| 2024 | Fisherâs pioneering work on discriminant analysis and its impact on Artificial Intelligence. (2024). Mardia, Kanti V. In: Journal of Multivariate Analysis. RePEc:eee:jmvana:v:203:y:2024:i:c:s0047259x24000484. Full description at Econpapers || Download paper | |
| 2024 | Wege zu einer Qualitätsbewertung digitaler und technischer Lösungen in der Landwirtschaft. (2024). Howind, Kai-Hendrik ; Gabriel, Andreas ; Beneke, Frank ; Wrenger, Burkhard ; Weis, Martin ; Schmittmann, Oliver ; Rmer, Ingolf ; Reckleben, Yves ; Noack, Patrick Ole ; Umsttter, Christina ; Meierhfer, Johann ; Staemmler, Nikolaus ; Kalmar, Ralf ; Rubenschuh, Ulrich. In: Thünen Working Papers. RePEc:zbw:jhtiwp:307123. Full description at Econpapers || Download paper | |
| 2024 | On the efficient implementation of classification rule learning. (2024). Hllermeier, Eyke ; Frnkranz, Johannes ; Rapp, Michael. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:18:y:2024:i:4:d:10.1007_s11634-023-00553-7. Full description at Econpapers || Download paper | |
| 2024 | Semiparametric mixture of linear regressions with nonparametric Gaussian scale mixture errors. (2024). Oh, Sangkon ; Seo, Byungtae. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:18:y:2024:i:1:d:10.1007_s11634-023-00570-6. Full description at Econpapers || Download paper | |
| 2024 | Evaluating probabilistic classifiers: The triptych. (2024). Dimitriadis, Timo ; Gneiting, Tilmann ; Vogel, Peter ; Jordan, Alexander I. In: International Journal of Forecasting. RePEc:eee:intfor:v:40:y:2024:i:3:p:1101-1122. Full description at Econpapers || Download paper | |
| 2024 | Tensor eigenvectors for projection pursuit. (2024). Loperfido, Nicola. In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. RePEc:spr:testjl:v:33:y:2024:i:2:d:10.1007_s11749-023-00902-w. Full description at Econpapers || Download paper | |
| 2024 | Mathematical optimization modelling for group counterfactual explanations. (2024). Ramirez-Ayerbe, Jasone ; Carrizosa, Emilio ; Morales, Dolores Romero. In: European Journal of Operational Research. RePEc:eee:ejores:v:319:y:2024:i:2:p:399-412. Full description at Econpapers || Download paper | |
| 2024 | Geometry-Inference Based Clustering Heuristic: New k-means Metric for Gaussian Data and Experimental Proof of Concept. (2024). el Khattabi, Mohammed Zakariae ; el Jai, Mostapha ; Lahmadi, Youssef ; Oughdir, Lahcen. In: SN Operations Research Forum. RePEc:spr:snopef:v:5:y:2024:i:1:d:10.1007_s43069-024-00291-2. Full description at Econpapers || Download paper | |
| 2024 | Repeated measures in functional logistic regression. (2024). Escabias, Manuel ; Urbano-Leon, Cristhian Leonardo ; Aguilera, Ana Maria. In: Mathematics and Computers in Simulation (MATCOM). RePEc:eee:matcom:v:225:y:2024:i:c:p:66-77. Full description at Econpapers || Download paper | |
| 2024 | Evaluation of adjective and adverb types for effective Twitter sentiment classification. (2024). Ali, Syed Fahad ; Masood, Nayyer. In: PLOS ONE. RePEc:plo:pone00:0302423. Full description at Econpapers || Download paper |
Recent citations
Recent citations received in 2023
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| 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
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Recent citations received in 2021
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| 2021 | A Geometric Perspective on Functional Outlier Detection. (2021). Herrmann, Moritz ; Scheipl, Fabian. In: Stats. RePEc:gam:jstats:v:4:y:2021:i:4:p:57-1011:d:686947. Full description at Econpapers || Download paper | |
| 2021 | Financial Knowledge, Confidence, and Sustainable Financial Behavior. (2021). Aristei, David ; Gallo, Manuela. In: Sustainability. RePEc:gam:jsusta:v:13:y:2021:i:19:p:10926-:d:648008. Full description at Econpapers || Download paper |
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