Binary peacock algorithm: a novel metaheuristic approach for feature selection. (English) Zbl 07913828
MSC:
62H30
Found 1,124 Documents (Results 1–100)
Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models. (English) Zbl 07904141
An approximation algorithm based on seeding algorithm for fuzzy \(k\)-means problem with penalties. (English) Zbl 07875754
Explainable graph clustering via expanders in the massively parallel computation model. (English) Zbl 07874033
An attention enhanced dual graph neural network for mesh denoising. (English) Zbl 07873090
MSC:
65Dxx
Total domination, separated-cluster, CD-coloring: algorithms and hardness. (English) Zbl 07857843
Soto, José A. (ed.) et al., Latin 2024: theoretical informatics. 16th Latin American symposium, Puerto Varas, Chile, March 18–22, 2024. Proceedings. Part I. Cham: Springer. Lect. Notes Comput. Sci. 14578, 97-113 (2024).
Generative models in the problem of evaluating the efficiency of computer algorithms. (English. Ukrainian original) Zbl 1540.68355
Cybern. Syst. Anal. 60, No. 2, 320-330 (2024); translation from Kibern. Sist. Anal. 60, No. 2, 176-187 (2024).
A randomized block extended Kaczmarz method with hybrid partitions for solving large inconsistent linear systems. (English) Zbl 1539.65047
A local approach to parameter space reduction for regression and classification tasks. (English) Zbl 1539.41020
Reviewer: Martin D. Buhmann (Gießen)
Complexity of the (connected) cluster vertex deletion problem on \(H\)-free graphs. (English) Zbl 1540.68189
Introduction to data science. A Python approach to concepts, techniques and applications. 2nd edition. (English) Zbl 1543.68002
Undergraduate Topics in Computer Science. Cham: Springer (ISBN 978-3-031-48955-6/pbk; 978-3-031-48956-3/ebook). xiv, 246 p. (2024).
On coresets for fair clustering in metric and Euclidean spaces and their applications. (English) Zbl 1533.68400
Modules in Robinson spaces. (English) Zbl 1528.68260
\(s\)-club cluster vertex deletion on interval and well-partitioned chordal graphs. (English) Zbl 1530.05185
Algorithms for 2-club cluster deletion problems using automated generation of branching rules. (English) Zbl 07782076
MSC:
68Qxx
Fuzzy and model based clustering methods: can we fruitfully compare them? (English) Zbl 07921418
Brentari, Eugenio (ed.) et al., Models for data analysis. SIS 2018. Selected papers based on the presentations at the 49th scientific meeting of the Italian Statistical Society, Palermo, Italy, June 20–22, 2018. Cham: Springer. Springer Proc. Math. Stat. 402, 283-304 (2023).
MSC:
62-XX
A novel support vector machine with generalized pinball loss for uncertain data classification. (English) Zbl 1536.68011
Expanding the class of global objective functions for dissimilarity-based hierarchical clustering. (English) Zbl 07798011
Near extensions and alignment of data in \(R^n\). Whitney extensions of near isometries, shortest paths, equidistribution, clustering and non-rigid alignment of data in Euclidean space. (English) Zbl 07787146
Hoboken, NJ: John Wiley & Sons (ISBN 978-1-394-19677-7/hbk; 978-1-394-19681-4/ebook). xx, 164 p. (2023).
MSC:
68-02
42-02
41-02
49-02
60-02
42B35
30H35
30E10
14Q15
53A45
58Z05
68P01
42B37
49J35
49J30
49J10
49J21
46-11
57Z25
68-11
68T09
62G05
41A05
62H30
46T20
26B05
68T45
41A50
15A72
05C38
33D50
58C25
65D18
68U10
94C30
68Q25
11K38
30E05
26E10
68Q17
Structural parameterization of cluster deletion. (English) Zbl 07770306
Lin, Chun-Cheng (ed.) et al., WALCOM: algorithms and computation. 17th international conference and workshops, WALCOM 2023, Hsinchu, Taiwan, March 22–24, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13973, 371-383 (2023).
MSC:
68Wxx
Quantum private comparison protocol based on multiple GHZ states in cross-domain environment. (English) Zbl 1535.81104
Clustering what matters: optimal approximation for clustering with outliers. (English) Zbl 1537.68210
Maintaining triconnected components under node expansion. (English) Zbl 07745708
Mavronicolas, Marios (ed.), Algorithms and complexity. 13th international conference, CIAC 2023, Larnaca, Cyprus, June 13–16, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13898, 202-216 (2023).
MSC:
68Wxx
Asynchronous fully-decentralized SGD in the cluster-based model. (English) Zbl 07745698
Mavronicolas, Marios (ed.), Algorithms and complexity. 13th international conference, CIAC 2023, Larnaca, Cyprus, June 13–16, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13898, 52-66 (2023).
MSC:
68Wxx
A survey on model-based co-clustering: high dimension and estimation challenges. (English) Zbl 07734141
MSC:
62H30
Making clusterings fairer by post-processing: algorithms, complexity results and experiments. (English) Zbl 1535.68256
Adiabatic quantum algorithm for multijet clustering in high energy physics. (English) Zbl 1528.81222
Over-optimistic evaluation and reporting of novel cluster algorithms: an illustrative study. (English) Zbl 07702479
Regularized impurity reduction: accurate decision trees with complexity guarantees. (English) Zbl 1514.62125
Sampling from Potts on random graphs of unbounded degree via random-cluster dynamics. (English) Zbl 07900608
Chakrabarti, Amit (ed.) et al., Approximation, randomization, and combinatorial optimization. Algorithms and techniques, APPROX/RANDOM 2022, University of Illinois, Urbana-Champaign, USA, virtual conference, September 19–21, 2022. Wadern: Schloss Dagstuhl – Leibniz-Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 245, Article 24, 15 p. (2022).
Mean field analysis of an incentive algorithm for a closed stochastic network. (English) Zbl 07849085
Ward, Mark Daniel (ed.), 33rd international conference on probabilistic, combinatorial and asymptotic methods for the analysis of algorithms, AofA 2022, Philadelphia, PA, USA, June 20–24, 2022. Wadern: Schloss Dagstuhl – Leibniz-Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 225, Article 13, 17 p. (2022).
MSC:
68W40
An explainable semi-supervised self-organizing fuzzy inference system for streaming data classification. (English) Zbl 1535.68261
Modal clustering on PPGMMGA projection subspace. (English) Zbl 1521.62102
MSC:
62H30
Richness fallacy. (English) Zbl 1523.68064
Ceci, Michelangelo (ed.) et al., Foundations of intelligent systems. 26th international symposium, ISMIS 2022, Cosenza, Italy, October 3–5, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13515, 262-271 (2022).
An approximation algorithm for the clustered path travelling salesman problem. (English) Zbl 1522.90169
Ni, Qiufen (ed.) et al., Algorithmic aspects in information and management. 16th international conference, AAIM 2022, Guangzhou, China, August 13–14, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13513, 15-27 (2022).
Model and method for constructing a heterogeneous cluster ensemble. (English. Russian original) Zbl 07669034
Autom. Remote Control 83, No. 12, 1944-1958 (2022); translation from Avtom. Telemekh. 2022, No. 12, 89-107 (2022).
MSC:
62-XX
Using clustering scheme: prevent reply attack in vehicular ad-hoc networks (VANET). (English) Zbl 07637238
Finite mixture modeling of censored and missing data using the multivariate skew-normal distribution. (English) Zbl 07630551
MSC:
62H30
Subgroup identification with classification and regression tree-based algorithms: an application to the ball state adult fitness longitudinal study. (English) Zbl 1496.62194
Developing Biceps to completely compute in subquadratic time a new generic type of bicluster in dense and sparse matrices. (English) Zbl 1507.68237
Presentation. (English) Zbl 1497.68009
Bartlett, Peter L. et al., Topics in statistical learning theory. Paris: Société Mathématique de France (SMF). Panor. Synth. 57, xiii-liv (2022).
A new temporal interpretation of cluster editing. (English) Zbl 07577701
Bazgan, Cristina (ed.) et al., Combinatorial algorithms. 33rd international workshop, IWOCA 2022, Trier, Germany, June 7–9, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13270, 214-227 (2022).
Selecting a subset of diverse points based on the squared Euclidean distance. (English) Zbl 1493.62380
Importance of numerical implementation and clustering analysis in force-directed algorithms for accurate community detection. (English) Zbl 1510.91129
Performance of Johnson-Lindenstrauss transform for \(k\)-means and \(k\)-medians clustering. (English) Zbl 1483.68311
Overcomplete order-3 tensor decomposition, blind deconvolution, and Gaussian mixture models. (English) Zbl 1485.15032
2-dimensional genetic algorithm exhibited an essentiality of gene interaction for evolution. (English) Zbl 1483.92095
PACE solver description: cluster editing kernelization using CluES. (English) Zbl 07803613
Golovach, Petr A. (ed.) et al., 16th international symposium on parameterized and exact computation, IPEC 2021, Lisbon, Portugal, September 8–10, 2021. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 214, Article 35, 3 p. (2021).
PACE solver description: a simplified threshold accepting approach for the cluster editing problem. (English) Zbl 07803612
Golovach, Petr A. (ed.) et al., 16th international symposium on parameterized and exact computation, IPEC 2021, Lisbon, Portugal, September 8–10, 2021. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 214, Article 34, 2 p. (2021).
PACE solver description: CluES – a heuristic solver for the cluster editing problem. (English) Zbl 07803610
Golovach, Petr A. (ed.) et al., 16th international symposium on parameterized and exact computation, IPEC 2021, Lisbon, Portugal, September 8–10, 2021. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 214, Article 32, 3 p. (2021).
PACE solver description: KaPoCE: a heuristic cluster editing algorithm. (English) Zbl 07803609
Golovach, Petr A. (ed.) et al., 16th international symposium on parameterized and exact computation, IPEC 2021, Lisbon, Portugal, September 8–10, 2021. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 214, Article 31, 4 p. (2021).
PACE solver description: PACA-Java. (English) Zbl 07803608
Golovach, Petr A. (ed.) et al., 16th international symposium on parameterized and exact computation, IPEC 2021, Lisbon, Portugal, September 8–10, 2021. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 214, Article 30, 4 p. (2021).
PACE solver description: PaSTEC – paths, stars and twins to edit towards clusters. (English) Zbl 07803607
Golovach, Petr A. (ed.) et al., 16th international symposium on parameterized and exact computation, IPEC 2021, Lisbon, Portugal, September 8–10, 2021. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 214, Article 29, 4 p. (2021).
PACE solver description: ADE-solver. (English) Zbl 07803606
Golovach, Petr A. (ed.) et al., 16th international symposium on parameterized and exact computation, IPEC 2021, Lisbon, Portugal, September 8–10, 2021. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 214, Article 28, 4 p. (2021).
PACE solver description: the KaPoCE exact cluster editing algorithm. (English) Zbl 07803605
Golovach, Petr A. (ed.) et al., 16th international symposium on parameterized and exact computation, IPEC 2021, Lisbon, Portugal, September 8–10, 2021. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 214, Article 27, 3 p. (2021).
The PACE 2021 parameterized algorithms and computational experiments challenge: cluster editing. (English) Zbl 07803604
Golovach, Petr A. (ed.) et al., 16th international symposium on parameterized and exact computation, IPEC 2021, Lisbon, Portugal, September 8–10, 2021. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 214, Article 26, 18 p. (2021).
Improved kernels for edge modification problems. (English) Zbl 07803591
Golovach, Petr A. (ed.) et al., 16th international symposium on parameterized and exact computation, IPEC 2021, Lisbon, Portugal, September 8–10, 2021. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 214, Article 13, 14 p. (2021).
Efficiently answering top-k frequent term queries in temporal-categorical range. (English) Zbl 1529.68091
The critical mean-field Chayes-Machta dynamics. (English) Zbl 07768392
Wootters, Mary (ed.) et al., Approximation, randomization, and combinatorial optimization. Algorithms and techniques. 24th international conference, APPROX 2021, and 25th international conference, RANDOM 2021, University of Washington, Seattle, Washington, US (virtual conference), August 16–18, 2021. Wadern: Schloss Dagstuhl – Leibniz-Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 207, Article 47, 15 p. (2021).
A novel wrapper-based feature subset selection method using modified binary differential evolution algorithm. (English) Zbl 1527.68194
Distributed adaptive clustering learning over time-varying multitask networks. (English) Zbl 1524.68298
Synchronized planarity with applications to constrained planarity problems. (English) Zbl 07740874
Mutzel, Petra (ed.) et al., 29th annual European symposium on algorithms. ESA 2021, Lisbon, Portugal (virtual conference), September 6–8, 2021. Wadern: Schloss Dagstuhl – Leibniz-Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 204, Article 19, 14 p. (2021).
MSC:
68Wxx
Comparing and clustering residential layouts using a novel measure of grating difference. (English) Zbl 1497.00051
Hierarchical clustering of mixed variable panel data based on new distance. (English) Zbl 1497.62144
MSC:
62H30
A robust EM clustering approach: ROBEM. (English) Zbl 07532158
MSC:
62-XX
Methodically unified procedures for a conditional approach to outlier detection, clustering, and classification. (English) Zbl 1484.62078
MSC:
62H30
Metaheuristic-based possibilistic fuzzy \(k\)-modes algorithms for categorical data clustering. (English) Zbl 1484.62079
Optimal algorithm for converting an acyclic digraph to a cluster. (Russian. English summary) Zbl 1486.05295
Nearest neighbor classification and search. (English) Zbl 1540.68339
Roughgarden, Tim (ed.), Beyond the worst-case analysis of algorithms. Cambridge: Cambridge University Press. 403-423 (2021).
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