Ma, Luyao; Yang, Geping; Yang, Yiyang; Chen, Xiang; Lu, Juan; Gong, Zhiguo; Hao, Zhifeng UP-DPC: ultra-scalable parallel density peak clustering. (English) Zbl 07821784 Inf. Sci. 660, Article ID 120114, 19 p. (2024). MSC: 68-XX 62-XX PDFBibTeX XMLCite \textit{L. Ma} et al., Inf. Sci. 660, Article ID 120114, 19 p. (2024; Zbl 07821784) Full Text: DOI
Zhao, Jianhua; Liang, Haiye; Li, Shulan; Yang, Zhiji; Wang, Zhen Matrix-based vs. vector-based linear discriminant analysis: a comparison of regularized variants on multivariate time series data. (English) Zbl 07803388 Inf. Sci. 654, Article ID 119872, 18 p. (2024). MSC: 68-XX 94-XX PDFBibTeX XMLCite \textit{J. Zhao} et al., Inf. Sci. 654, Article ID 119872, 18 p. (2024; Zbl 07803388) Full Text: DOI
Yang, Hu; Xiang, Wenjing; Luo, Jar-Der; Zhang, Qiuyan Detecting communities in attributed networks through bi-direction penalized clustering and its application. (English) Zbl 07791107 Inf. Sci. 657, Article ID 119969, 27 p. (2024). MSC: 68-XX 62-XX PDFBibTeX XMLCite \textit{H. Yang} et al., Inf. Sci. 657, Article ID 119969, 27 p. (2024; Zbl 07791107) Full Text: DOI
C-Rella, Jorge; Cao, Ricardo; Vilar, Juan M. Cost-sensitive thresholding over a two-dimensional decision region for fraud detection. (English) Zbl 07791100 Inf. Sci. 657, Article ID 119956, 15 p. (2024). MSC: 91G40 PDFBibTeX XMLCite \textit{J. C-Rella} et al., Inf. Sci. 657, Article ID 119956, 15 p. (2024; Zbl 07791100) Full Text: DOI
Zhang, Xudong; Wang, Lei High-dimensional \(M\)-estimation for Byzantine-robust decentralized learning. (English) Zbl 1527.62029 Inf. Sci. 653, Article ID 119808, 26 p. (2024). MSC: 62G08 62J05 90C25 PDFBibTeX XMLCite \textit{X. Zhang} and \textit{L. Wang}, Inf. Sci. 653, Article ID 119808, 26 p. (2024; Zbl 1527.62029) Full Text: DOI
Toh, Kar-Ann; Molteni, Giuseppe; Lin, Zhiping Deterministic bridge regression for compressive classification. (English) Zbl 07741617 Inf. Sci. 648, Article ID 119505, 22 p. (2023). MSC: 62-XX 65K10 PDFBibTeX XMLCite \textit{K.-A. Toh} et al., Inf. Sci. 648, Article ID 119505, 22 p. (2023; Zbl 07741617) Full Text: DOI arXiv
Aste, Tomaso Topological regularization with information filtering networks. (English) Zbl 07817218 Inf. Sci. 608, 655-669 (2022). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{T. Aste}, Inf. Sci. 608, 655--669 (2022; Zbl 07817218) Full Text: DOI arXiv
Fan, Yetian; Yang, Wenyu A backpropagation learning algorithm with graph regularization for feedforward neural networks. (English) Zbl 07816908 Inf. Sci. 607, 263-277 (2022). MSC: 68-XX 92-XX PDFBibTeX XMLCite \textit{Y. Fan} and \textit{W. Yang}, Inf. Sci. 607, 263--277 (2022; Zbl 07816908) Full Text: DOI
Xu, Jianhua; Lu, Wenkai; Li, Jun; Yuan, Hongli Dependency maximization forward feature selection algorithms based on normalized cross-covariance operator and its approximated form for high-dimensional data. (English) Zbl 07813907 Inf. Sci. 617, 416-434 (2022). MSC: 68-XX 92-XX PDFBibTeX XMLCite \textit{J. Xu} et al., Inf. Sci. 617, 416--434 (2022; Zbl 07813907) Full Text: DOI
Lughofer, Edwin Evolving multi-label fuzzy classifier. (English) Zbl 07810791 Inf. Sci. 597, 1-23 (2022). MSC: 68-XX 62-XX PDFBibTeX XMLCite \textit{E. Lughofer}, Inf. Sci. 597, 1--23 (2022; Zbl 07810791) Full Text: DOI arXiv
Chai, Woon Huei; Ho, Shen-Shyang; Quek, Hiok Chai Representation recovery via \(L_1\)-norm minimization with corrupted data. (English) Zbl 07810540 Inf. Sci. 595, 395-426 (2022). MSC: 90Cxx 93-XX PDFBibTeX XMLCite \textit{W. H. Chai} et al., Inf. Sci. 595, 395--426 (2022; Zbl 07810540) Full Text: DOI
Gupta, Avisek; Das, Swagatam On efficient model selection for sparse hard and fuzzy center-based clustering algorithms. (English) Zbl 07810451 Inf. Sci. 590, 29-44 (2022). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{A. Gupta} and \textit{S. Das}, Inf. Sci. 590, 29--44 (2022; Zbl 07810451) Full Text: DOI
Huang, Pu; Yang, Zhangjing; Wang, Wenbo; Zhang, Fanlong Denoising low-rank discrimination based least squares regression for image classification. (English) Zbl 07805731 Inf. Sci. 587, 247-264 (2022). MSC: 68-XX 62-XX PDFBibTeX XMLCite \textit{P. Huang} et al., Inf. Sci. 587, 247--264 (2022; Zbl 07805731) Full Text: DOI
Wang, Kangning; Zhang, Benle; Alenezi, Fayadh; Li, Shaomin Communication-efficient surrogate quantile regression for non-randomly distributed system. (English) Zbl 07805415 Inf. Sci. 588, 425-441 (2022). MSC: 68-XX 62-XX PDFBibTeX XMLCite \textit{K. Wang} et al., Inf. Sci. 588, 425--441 (2022; Zbl 07805415) Full Text: DOI
Gu, Xiaowei An explainable semi-supervised self-organizing fuzzy inference system for streaming data classification. (English) Zbl 07798568 Inf. Sci. 583, 364-385 (2022). MSC: 68T05 68T09 68T10 62A86 PDFBibTeX XMLCite \textit{X. Gu}, Inf. Sci. 583, 364--385 (2022; Zbl 07798568) Full Text: DOI
Wang, Binglin; Yan, Liang; Duan, Xiaojun; Yu, Tongpu; Zhang, Hao An integrated surrogate model constructing method: annealing combinable Gaussian process. (English) Zbl 07798535 Inf. Sci. 591, 176-194 (2022). MSC: 93B11 60G15 PDFBibTeX XMLCite \textit{B. Wang} et al., Inf. Sci. 591, 176--194 (2022; Zbl 07798535) Full Text: DOI
Wang, Hongmei; Xu, Yitian A safe double screening strategy for elastic net support vector machine. (English) Zbl 07790825 Inf. Sci. 582, 382-397 (2022). MSC: 90Cxx 68-XX PDFBibTeX XMLCite \textit{H. Wang} and \textit{Y. Xu}, Inf. Sci. 582, 382--397 (2022; Zbl 07790825) Full Text: DOI
Castro Guzman, Grover E.; Fujita, Andre Convolution-based linear discriminant analysis for functional data classification. (English) Zbl 07791390 Inf. Sci. 581, 469-478 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{G. E. Castro Guzman} and \textit{A. Fujita}, Inf. Sci. 581, 469--478 (2021; Zbl 07791390) Full Text: DOI
Zheng, Xichen; Ren, Chengsen; Yang, Yiyang; Gong, Zhiguo; Chen, Xiang; Hao, Zhifeng QuickDSC: clustering by quick density subgraph estimation. (English) Zbl 07791387 Inf. Sci. 581, 403-427 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{X. Zheng} et al., Inf. Sci. 581, 403--427 (2021; Zbl 07791387) Full Text: DOI
Eom, Sungkwang; Oh, Byungkook; Shin, Sangjin; Lee, Kyong-Ho Multi-task learning for spatial events prediction from social data. (English) Zbl 07791380 Inf. Sci. 581, 278-290 (2021). MSC: 68T05 68T07 68U10 PDFBibTeX XMLCite \textit{S. Eom} et al., Inf. Sci. 581, 278--290 (2021; Zbl 07791380) Full Text: DOI
Fernández, Daniel; Epifanio, Irene; McMillan, Louise Fastier Archetypal analysis for ordinal data. (English) Zbl 07786088 Inf. Sci. 579, 281-292 (2021). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{D. Fernández} et al., Inf. Sci. 579, 281--292 (2021; Zbl 07786088) Full Text: DOI
Xia, Guiyu; Xue, Peng; Zhang, Du; Liu, Qingshan Likelihood-constrained coupled space learning for motion synthesis. (English) Zbl 07786076 Inf. Sci. 579, 72-88 (2021). MSC: 68Txx 70-XX 92-XX PDFBibTeX XMLCite \textit{G. Xia} et al., Inf. Sci. 579, 72--88 (2021; Zbl 07786076) Full Text: DOI
Xu, Kai; Zhang, Ying; Xiong, Zhi Iterative rank-one matrix completion via singular value decomposition and nuclear norm regularization. (English) Zbl 07779152 Inf. Sci. 578, 574-591 (2021). MSC: 15A83 15A18 65F10 PDFBibTeX XMLCite \textit{K. Xu} et al., Inf. Sci. 578, 574--591 (2021; Zbl 07779152) Full Text: DOI
Cecconello, M. S.; Mizukoshi, M. T.; Lodwick, W. Interval nonlinear initial-valued problem using constraint intervals: theory and an application to the SARS-CoV-2 outbreak. (English) Zbl 07775860 Inf. Sci. 577, 871-882 (2021). MSC: 92D30 PDFBibTeX XMLCite \textit{M. S. Cecconello} et al., Inf. Sci. 577, 871--882 (2021; Zbl 07775860) Full Text: DOI
Shi, Zhenhua; Wu, Dongrui; Guo, Chenfeng; Zhao, Changming; Cui, Yuqi; Wang, Fei-Yue FCM-RDpA: TSK fuzzy regression model construction using fuzzy C-means clustering, regularization, droprule, and powerball adabelief. (English) Zbl 07775624 Inf. Sci. 574, 490-504 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Shi} et al., Inf. Sci. 574, 490--504 (2021; Zbl 07775624) Full Text: DOI arXiv
Liu, Heng; Ditzler, Gregory Data poisoning against information-theoretic feature selection. (English) Zbl 07775533 Inf. Sci. 573, 396-411 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{H. Liu} and \textit{G. Ditzler}, Inf. Sci. 573, 396--411 (2021; Zbl 07775533) Full Text: DOI
Wen, Shao-Chun; Yang, Cheng-Hsiung Time series analysis and prediction of nonlinear systems with ensemble learning framework applied to deep learning neural networks. (English) Zbl 07769042 Inf. Sci. 572, 167-181 (2021). MSC: 68T07 37M10 62M10 62M20 PDFBibTeX XMLCite \textit{S.-C. Wen} and \textit{C.-H. Yang}, Inf. Sci. 572, 167--181 (2021; Zbl 07769042) Full Text: DOI
Rastin, Niloofar; Taheri, Mohammad; Jahromi, Mansoor Zolghadri A stacking weighted \(k\)-nearest neighbour with thresholding. (English) Zbl 07769027 Inf. Sci. 571, 605-622 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{N. Rastin} et al., Inf. Sci. 571, 605--622 (2021; Zbl 07769027) Full Text: DOI
Jiang, He; Zheng, Weihua; Dong, Yao Sparse and robust estimation with ridge minimax concave penalty. (English) Zbl 07769004 Inf. Sci. 571, 154-174 (2021). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{H. Jiang} et al., Inf. Sci. 571, 154--174 (2021; Zbl 07769004) Full Text: DOI
Tarkhaneh, Omid; Nguyen, Thanh Thi; Mazaheri, Samaneh A novel wrapper-based feature subset selection method using modified binary differential evolution algorithm. (English) Zbl 1527.68194 Inf. Sci. 565, 278-305 (2021). MSC: 68T05 62H30 68T20 68W50 PDFBibTeX XMLCite \textit{O. Tarkhaneh} et al., Inf. Sci. 565, 278--305 (2021; Zbl 1527.68194) Full Text: DOI
Costa, Gianni; Ortale, Riccardo Jointly modeling and simultaneously discovering topics and clusters in text corpora using word vectors. (English) Zbl 07763273 Inf. Sci. 563, 226-240 (2021). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{G. Costa} and \textit{R. Ortale}, Inf. Sci. 563, 226--240 (2021; Zbl 07763273) Full Text: DOI
Nguyen, Thu; Nguyen, Duy H. M.; Nguyen, Huy; Nguyen, Binh T.; Wade, Bruce A. EPEM: efficient parameter estimation for multiple class monotone missing data. (English) Zbl 07755179 Inf. Sci. 567, 1-22 (2021). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{T. Nguyen} et al., Inf. Sci. 567, 1--22 (2021; Zbl 07755179) Full Text: DOI arXiv
Ju, Fujiao; Sun, Yanfeng; Gao, Junbin; Hu, Yongli; Yin, Baocai Kronecker-decomposable robust probabilistic tensor discriminant analysis. (English) Zbl 1523.62056 Inf. Sci. 561, 196-210 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{F. Ju} et al., Inf. Sci. 561, 196--210 (2021; Zbl 1523.62056) Full Text: DOI
Kang, Qian; Fan, Qinwei; Zurada, Jacek M. Deterministic convergence analysis via smoothing group Lasso regularization and adaptive momentum for Sigma-Pi-Sigma neural network. (English) Zbl 1483.68340 Inf. Sci. 553, 66-82 (2021). MSC: 68T07 62J07 PDFBibTeX XMLCite \textit{Q. Kang} et al., Inf. Sci. 553, 66--82 (2021; Zbl 1483.68340) Full Text: DOI
Zhou, Yu; Zhang, Wenjun; Kang, Junhao; Zhang, Xiao; Wang, Xu A problem-specific non-dominated sorting genetic algorithm for supervised feature selection. (English) Zbl 1475.62202 Inf. Sci. 547, 841-859 (2021). MSC: 62H30 68W50 90C29 90C59 PDFBibTeX XMLCite \textit{Y. Zhou} et al., Inf. Sci. 547, 841--859 (2021; Zbl 1475.62202) Full Text: DOI
Calmon, Wilson; Albi, Mariana Estimating the number of clusters in a ranking data context. (English) Zbl 1475.62179 Inf. Sci. 546, 977-995 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{W. Calmon} and \textit{M. Albi}, Inf. Sci. 546, 977--995 (2021; Zbl 1475.62179) Full Text: DOI
Feng, Xiaodong; Wu, Sen Robust sparse coding via self-paced learning for data representation. (English) Zbl 1475.68121 Inf. Sci. 546, 448-468 (2021). MSC: 68P30 68T05 90C26 PDFBibTeX XMLCite \textit{X. Feng} and \textit{S. Wu}, Inf. Sci. 546, 448--468 (2021; Zbl 1475.68121) Full Text: DOI
Lu, Jianglin; Lin, Jingxu; Lai, Zhihui; Wang, Hailing; Zhou, Jie Target redirected regression with dynamic neighborhood structure. (English) Zbl 1475.62205 Inf. Sci. 544, 564-584 (2021). MSC: 62J02 PDFBibTeX XMLCite \textit{J. Lu} et al., Inf. Sci. 544, 564--584 (2021; Zbl 1475.62205) Full Text: DOI
Lughofer, Edwin Improving the robustness of recursive consequent parameters learning in evolving neuro-fuzzy systems. (English) Zbl 1475.68282 Inf. Sci. 545, 555-574 (2021). MSC: 68T05 93C42 PDFBibTeX XMLCite \textit{E. Lughofer}, Inf. Sci. 545, 555--574 (2021; Zbl 1475.68282) Full Text: DOI
Żogała-Siudem, Barbara; Jaroszewicz, Szymon Fast stepwise regression based on multidimensional indexes. (English) Zbl 1479.62055 Inf. Sci. 549, 288-309 (2021). MSC: 62J05 62H30 PDFBibTeX XMLCite \textit{B. Żogała-Siudem} and \textit{S. Jaroszewicz}, Inf. Sci. 549, 288--309 (2021; Zbl 1479.62055) Full Text: DOI
Chen, Yumin; Miao, Duoqian Granular regression with a gradient descent method. (English) Zbl 1479.68004 Inf. Sci. 537, 246-260 (2020). MSC: 68T05 62H30 62J02 68T37 PDFBibTeX XMLCite \textit{Y. Chen} and \textit{D. Miao}, Inf. Sci. 537, 246--260 (2020; Zbl 1479.68004) Full Text: DOI
Denœux, Thierry Calibrated model-based evidential clustering using bootstrapping. (English) Zbl 1459.68168 Inf. Sci. 528, 17-45 (2020). MSC: 68T05 62H30 68T37 PDFBibTeX XMLCite \textit{T. Denœux}, Inf. Sci. 528, 17--45 (2020; Zbl 1459.68168) Full Text: DOI arXiv
Zamzami, Nuha; Bouguila, Nizar High-dimensional count data clustering based on an exponential approximation to the multinomial beta-Liouville distribution. (English) Zbl 1458.62134 Inf. Sci. 524, 116-135 (2020). MSC: 62H30 PDFBibTeX XMLCite \textit{N. Zamzami} and \textit{N. Bouguila}, Inf. Sci. 524, 116--135 (2020; Zbl 1458.62134) Full Text: DOI
Do, Hyungrok; Cheon, Myun-Seok; Kim, Seoung Bum Graph structured sparse subset selection. (English) Zbl 1462.62364 Inf. Sci. 518, 71-94 (2020). MSC: 62H22 62J05 62F07 PDFBibTeX XMLCite \textit{H. Do} et al., Inf. Sci. 518, 71--94 (2020; Zbl 1462.62364) Full Text: DOI
Jin, Taisong; Cao, Liujuan; Jie, Feiran; Ji, Rongrong Link-aware semi-supervised hypergraph. (English) Zbl 1456.68152 Inf. Sci. 507, 339-355 (2020). MSC: 68T05 05C65 62J07 PDFBibTeX XMLCite \textit{T. Jin} et al., Inf. Sci. 507, 339--355 (2020; Zbl 1456.68152) Full Text: DOI
Jeong, Jun-Yong; Kang, Ju-Seok; Jun, Chi-Hyuck Regularization-based model tree for multi-output regression. (English) Zbl 1456.62135 Inf. Sci. 507, 240-255 (2020). MSC: 62J02 PDFBibTeX XMLCite \textit{J.-Y. Jeong} et al., Inf. Sci. 507, 240--255 (2020; Zbl 1456.62135) Full Text: DOI
Xie, Jiang; Xiong, Zhong-Yang; Dai, Qi-Zhu; Wang, Xiao-Xia; Zhang, Yu-Fang A new internal index based on density core for clustering validation. (English) Zbl 1456.62121 Inf. Sci. 506, 346-365 (2020). MSC: 62H30 PDFBibTeX XMLCite \textit{J. Xie} et al., Inf. Sci. 506, 346--365 (2020; Zbl 1456.62121) Full Text: DOI
Ordozgoiti, Bruno; Mozo, Alberto; López de Lacalle, Jesús García Regularized greedy column subset selection. (English) Zbl 1451.68250 Inf. Sci. 486, 393-418 (2019). MSC: 68T20 68T05 90C27 PDFBibTeX XMLCite \textit{B. Ordozgoiti} et al., Inf. Sci. 486, 393--418 (2019; Zbl 1451.68250) Full Text: DOI arXiv Link
Huang, Jun; Qin, Feng; Zheng, Xiao; Cheng, Zekai; Yuan, Zhixiang; Zhang, Weigang; Huang, Qingming Improving multi-label classification with missing labels by learning label-specific features. (English) Zbl 1451.68225 Inf. Sci. 492, 124-146 (2019). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Huang} et al., Inf. Sci. 492, 124--146 (2019; Zbl 1451.68225) Full Text: DOI
Liu, Heng; Ditzler, Gregory A semi-parallel framework for greedy information-theoretic feature selection. (English) Zbl 1451.68245 Inf. Sci. 492, 13-28 (2019). MSC: 68T09 PDFBibTeX XMLCite \textit{H. Liu} and \textit{G. Ditzler}, Inf. Sci. 492, 13--28 (2019; Zbl 1451.68245) Full Text: DOI
Turchetti, Claudio; Falaschetti, Laura A manifold learning approach to dimensionality reduction for modeling data. (English) Zbl 1451.68234 Inf. Sci. 491, 16-29 (2019). MSC: 68T05 62H12 68T09 PDFBibTeX XMLCite \textit{C. Turchetti} and \textit{L. Falaschetti}, Inf. Sci. 491, 16--29 (2019; Zbl 1451.68234) Full Text: DOI
Azmi, Mohamed; Runger, George C.; Berrado, Abdelaziz Interpretable regularized class association rules algorithm for classification in a categorical data space. (English) Zbl 1453.62538 Inf. Sci. 483, 313-331 (2019). MSC: 62H30 62J12 PDFBibTeX XMLCite \textit{M. Azmi} et al., Inf. Sci. 483, 313--331 (2019; Zbl 1453.62538) Full Text: DOI
Blanquero, Rafael; Carrizosa, Emilio; Jiménez-Cordero, Asunción; Martín-Barragán, Belén Variable selection in classification for multivariate functional data. (English) Zbl 1443.62179 Inf. Sci. 481, 445-462 (2019). MSC: 62H30 90C26 PDFBibTeX XMLCite \textit{R. Blanquero} et al., Inf. Sci. 481, 445--462 (2019; Zbl 1443.62179) Full Text: DOI Link
He, Yicong; Wang, Fei; Wang, Shiyuan; Cao, Jiuwen; Chen, Badong Maximum correntropy adaptation approach for robust compressive sensing reconstruction. (English) Zbl 1458.94098 Inf. Sci. 480, 381-402 (2019). MSC: 94A12 94A20 68T05 PDFBibTeX XMLCite \textit{Y. He} et al., Inf. Sci. 480, 381--402 (2019; Zbl 1458.94098) Full Text: DOI
Wang, Ruibo; Li, Jihong; Yang, Xingli; Yang, Jing Block-regularized repeated learning-testing for estimating generalization error. (English) Zbl 1442.68207 Inf. Sci. 477, 246-264 (2019). MSC: 68T05 62G05 PDFBibTeX XMLCite \textit{R. Wang} et al., Inf. Sci. 477, 246--264 (2019; Zbl 1442.68207) Full Text: DOI
Pan, Xianli; Xu, Yitian A safe reinforced feature screening strategy for Lasso based on feasible solutions. (English) Zbl 1442.68199 Inf. Sci. 477, 132-147 (2019). MSC: 68T05 62J07 PDFBibTeX XMLCite \textit{X. Pan} and \textit{Y. Xu}, Inf. Sci. 477, 132--147 (2019; Zbl 1442.68199) Full Text: DOI
Li, Ming; Huang, Changqin; Wang, Dianhui Robust stochastic configuration networks with maximum correntropy criterion for uncertain data regression. (English) Zbl 1450.62123 Inf. Sci. 473, 73-86 (2019). MSC: 62M45 62G35 PDFBibTeX XMLCite \textit{M. Li} et al., Inf. Sci. 473, 73--86 (2019; Zbl 1450.62123) Full Text: DOI
Nguyen, Hien D.; Wang, Dianhui; McLachlan, Geoffrey J. Randomized mixture models for probability density approximation and estimation. (English) Zbl 1450.62124 Inf. Sci. 467, 135-148 (2018). MSC: 62M45 62H30 62G07 62R10 PDFBibTeX XMLCite \textit{H. D. Nguyen} et al., Inf. Sci. 467, 135--148 (2018; Zbl 1450.62124) Full Text: DOI arXiv
Chen, Si-Bao; Ding, Chris H. Q.; Luo, Bin Linear regression based projections for dimensionality reduction. (English) Zbl 1450.62084 Inf. Sci. 467, 74-86 (2018). MSC: 62J05 62H30 05C90 PDFBibTeX XMLCite \textit{S.-B. Chen} et al., Inf. Sci. 467, 74--86 (2018; Zbl 1450.62084) Full Text: DOI
Meng, Yinfeng; Liang, Jiye; Cao, Fuyuan; He, Yijun A new distance with derivative information for functional \(k\)-means clustering algorithm. (English) Zbl 1440.62249 Inf. Sci. 463-464, 166-185 (2018). MSC: 62H30 PDFBibTeX XMLCite \textit{Y. Meng} et al., Inf. Sci. 463--464, 166--185 (2018; Zbl 1440.62249) Full Text: DOI
Li, Yaoyi; Lu, Hongtao On multi-modal fusion learning in constraint propagation. (English) Zbl 1440.68227 Inf. Sci. 462, 204-217 (2018). MSC: 68T05 62H30 90C26 PDFBibTeX XMLCite \textit{Y. Li} and \textit{H. Lu}, Inf. Sci. 462, 204--217 (2018; Zbl 1440.68227) Full Text: DOI
Kang, Seokho; Kang, Pilsung Locally linear ensemble for regression. (English) Zbl 1444.62092 Inf. Sci. 432, 199-209 (2018). MSC: 62J05 62M20 PDFBibTeX XMLCite \textit{S. Kang} and \textit{P. Kang}, Inf. Sci. 432, 199--209 (2018; Zbl 1444.62092) Full Text: DOI
Karmakar, Bikram; Pal, Nikhil R. How to make a neural network say “Don’t know”. (English) Zbl 1436.68307 Inf. Sci. 430-431, 444-466 (2018). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{B. Karmakar} and \textit{N. R. Pal}, Inf. Sci. 430--431, 444--466 (2018; Zbl 1436.68307) Full Text: DOI
López, Julio; Maldonado, Sebastián; Carrasco, Miguel Double regularization methods for robust feature selection and SVM classification via DC programming. (English) Zbl 1436.68310 Inf. Sci. 429, 377-389 (2018). MSC: 68T05 90C22 PDFBibTeX XMLCite \textit{J. López} et al., Inf. Sci. 429, 377--389 (2018; Zbl 1436.68310) Full Text: DOI
Yuan, Haoliang; Zheng, Junjie; Lai, Loi Lei; Tang, Yuan Yan A constrained least squares regression model. (English) Zbl 1444.62090 Inf. Sci. 429, 247-259 (2018). MSC: 62J02 62H30 PDFBibTeX XMLCite \textit{H. Yuan} et al., Inf. Sci. 429, 247--259 (2018; Zbl 1444.62090) Full Text: DOI
Gu, Bin; Shan, Yingying; Sheng, Victor S.; Zheng, Yuhui; Li, Shuo Sparse regression with output correlation for cardiac ejection fraction estimation. (English) Zbl 1443.62380 Inf. Sci. 423, 303-312 (2018). MSC: 62P10 62J02 62H20 92C50 PDFBibTeX XMLCite \textit{B. Gu} et al., Inf. Sci. 423, 303--312 (2018; Zbl 1443.62380) Full Text: DOI
Gamasaee, R.; Zarandi, M. H. Fazel A new Dirichlet process for mining dynamic patterns in functional data. (English) Zbl 1429.68216 Inf. Sci. 405, 55-80 (2017). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{R. Gamasaee} and \textit{M. H. F. Zarandi}, Inf. Sci. 405, 55--80 (2017; Zbl 1429.68216) Full Text: DOI
Wang, Jian; Cai, Qingling; Chang, Qingquan; Zurada, Jacek M. Convergence analyses on sparse feedforward neural networks via group lasso regularization. (English) Zbl 1429.68258 Inf. Sci. 381, 250-269 (2017). MSC: 68T07 PDFBibTeX XMLCite \textit{J. Wang} et al., Inf. Sci. 381, 250--269 (2017; Zbl 1429.68258) Full Text: DOI
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio A semi-supervised random vector functional-link network based on the transductive framework. (English) Zbl 1427.68272 Inf. Sci. 364-365, 156-166 (2016). MSC: 68T05 68W20 PDFBibTeX XMLCite \textit{S. Scardapane} et al., Inf. Sci. 364--365, 156--166 (2016; Zbl 1427.68272) Full Text: DOI
He, Ruifang; Tang, Jiliang; Gong, Pinghua; Hu, Qinghua; Wang, Bo Multi-document summarization via group sparse learning. (English) Zbl 1398.68439 Inf. Sci. 349-350, 12-24 (2016). MSC: 68T05 68T50 PDFBibTeX XMLCite \textit{R. He} et al., Inf. Sci. 349--350, 12--24 (2016; Zbl 1398.68439) Full Text: DOI
Aliyari Ghassabeh, Youness; Rudzicz, Frank The mean shift algorithm and its relation to kernel regression. (English) Zbl 1398.62084 Inf. Sci. 348, 198-208 (2016). MSC: 62G08 94A08 94A12 PDFBibTeX XMLCite \textit{Y. Aliyari Ghassabeh} and \textit{F. Rudzicz}, Inf. Sci. 348, 198--208 (2016; Zbl 1398.62084) Full Text: DOI
Nowakowska, Ewa; Koronacki, Jacek; Lipovetsky, Stan Dimensionality reduction for data of unknown cluster structure. (English) Zbl 06871032 Inf. Sci. 330, 74-87 (2016). MSC: 62H25 62H30 PDFBibTeX XMLCite \textit{E. Nowakowska} et al., Inf. Sci. 330, 74--87 (2016; Zbl 06871032) Full Text: DOI arXiv
Nguyen, Tu Dinh; Tran, Truyen; Phung, Dinh; Venkatesh, Svetha Graph-induced restricted Boltzmann machines for document modeling. (English) Zbl 1390.68550 Inf. Sci. 328, 60-75 (2016). MSC: 68T05 PDFBibTeX XMLCite \textit{T. D. Nguyen} et al., Inf. Sci. 328, 60--75 (2016; Zbl 1390.68550) Full Text: DOI
Camastra, Francesco; Staiano, Antonino Intrinsic dimension estimation: advances and open problems. (English) Zbl 1392.62171 Inf. Sci. 328, 26-41 (2016). MSC: 62H25 62F10 62H20 PDFBibTeX XMLCite \textit{F. Camastra} and \textit{A. Staiano}, Inf. Sci. 328, 26--41 (2016; Zbl 1392.62171) Full Text: DOI
Huang, Shuangping; Jin, Lianwen; Xue, Kunnan; Fang, Yuan Online primal-dual learning for a data-dependent multi-kernel combination model with multiclass visual categorization applications. (English) Zbl 1390.68533 Inf. Sci. 320, 75-100 (2015). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Huang} et al., Inf. Sci. 320, 75--100 (2015; Zbl 1390.68533) Full Text: DOI
Gómez, Daniel; Zarrazola, Edwin; Yáñez, Javier; Montero, Javier A divide-and-link algorithm for hierarchical clustering in networks. (English) Zbl 1390.68528 Inf. Sci. 316, 308-328 (2015). MSC: 68T05 62H30 91D30 PDFBibTeX XMLCite \textit{D. Gómez} et al., Inf. Sci. 316, 308--328 (2015; Zbl 1390.68528) Full Text: DOI
Serdio, Francisco; Lughofer, Edwin; Pichler, Kurt; Pichler, Markus; Buchegger, Thomas; Efendic, Hajrudin Fuzzy fault isolation using gradient information and quality criteria from system identification models. (English) Zbl 1417.93116 Inf. Sci. 316, 18-39 (2015). MSC: 93B30 93C42 62P30 PDFBibTeX XMLCite \textit{F. Serdio} et al., Inf. Sci. 316, 18--39 (2015; Zbl 1417.93116) Full Text: DOI
He, Yongjun; Chen, Deyun; Sun, Guanglu; Han, Jiqing Dictionary evaluation and optimization for sparse coding based speech processing. (English) Zbl 1391.94235 Inf. Sci. 310, 77-96 (2015). MSC: 94A12 PDFBibTeX XMLCite \textit{Y. He} et al., Inf. Sci. 310, 77--96 (2015; Zbl 1391.94235) Full Text: DOI
Shang, Fanhua; Liu, Yuanyuan; Tong, Hanghang; Cheng, James; Cheng, Hong Robust bilinear factorization with missing and grossly corrupted observations. (English) Zbl 06868730 Inf. Sci. 307, 53-72 (2015). MSC: 62H25 PDFBibTeX XMLCite \textit{F. Shang} et al., Inf. Sci. 307, 53--72 (2015; Zbl 06868730) Full Text: DOI arXiv
Zheng, Zhonglong; Huang, Xiaoqiao; Chen, Zhongyu; He, Xiaowei; Liu, Huawen; Yang, Jie Regression analysis of locality preserving projections via sparse penalty. (English) Zbl 1360.62393 Inf. Sci. 303, 1-14 (2015). MSC: 62J05 PDFBibTeX XMLCite \textit{Z. Zheng} et al., Inf. Sci. 303, 1--14 (2015; Zbl 1360.62393) Full Text: DOI
Scardapane, Simone; Wang, Dianhui; Panella, Massimo; Uncini, Aurelio Distributed learning for random vector functional-link networks. (English) Zbl 1360.68711 Inf. Sci. 301, 271-284 (2015). MSC: 68T05 68M14 PDFBibTeX XMLCite \textit{S. Scardapane} et al., Inf. Sci. 301, 271--284 (2015; Zbl 1360.68711) Full Text: DOI
Xu, Rong-Fang; Lee, Shie-Jue Dimensionality reduction by feature clustering for regression problems. (English) Zbl 1360.68724 Inf. Sci. 299, 42-57 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{R.-F. Xu} and \textit{S.-J. Lee}, Inf. Sci. 299, 42--57 (2015; Zbl 1360.68724) Full Text: DOI
López-Rubio, Ezequiel; Muñoz-Pérez, José Probability density function estimation with the frequency polygon transform. (English) Zbl 1360.62133 Inf. Sci. 298, 136-158 (2015). MSC: 62G05 68T05 68T45 PDFBibTeX XMLCite \textit{E. López-Rubio} and \textit{J. Muñoz-Pérez}, Inf. Sci. 298, 136--158 (2015; Zbl 1360.62133) Full Text: DOI
Ni, Tongguang; Chung, Fu-Lai; Wang, Shitong Support vector machine with manifold regularization and partially labeling privacy protection. (English) Zbl 1360.68702 Inf. Sci. 294, 390-407 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{T. Ni} et al., Inf. Sci. 294, 390--407 (2015; Zbl 1360.68702) Full Text: DOI
Manwani, Naresh; Sastry, P. S. \(K\)-plane regression. (English) Zbl 1357.62232 Inf. Sci. 292, 39-56 (2015). MSC: 62J02 62H30 PDFBibTeX XMLCite \textit{N. Manwani} and \textit{P. S. Sastry}, Inf. Sci. 292, 39--56 (2015; Zbl 1357.62232) Full Text: DOI arXiv
Cao, Jiuwen; Lin, Zhiping Bayesian signal detection with compressed measurements. (English) Zbl 1355.94014 Inf. Sci. 289, 241-253 (2014). MSC: 94A12 PDFBibTeX XMLCite \textit{J. Cao} and \textit{Z. Lin}, Inf. Sci. 289, 241--253 (2014; Zbl 1355.94014) Full Text: DOI
Wang, Xiaodong; Liu, F.; Jiao, L. C.; Wu, Jiao; Chen, Jianrui Incomplete variables truncated conjugate gradient method for signal reconstruction in compressed sensing. (English) Zbl 1355.94018 Inf. Sci. 288, 387-411 (2014). MSC: 94A12 PDFBibTeX XMLCite \textit{X. Wang} et al., Inf. Sci. 288, 387--411 (2014; Zbl 1355.94018) Full Text: DOI
Liu, Huawen; Zhang, Shichao; Wu, Xindong MLSLR: multilabel learning via sparse logistic regression. (English) Zbl 1355.68231 Inf. Sci. 281, 310-320 (2014). MSC: 68T05 62H30 62J12 PDFBibTeX XMLCite \textit{H. Liu} et al., Inf. Sci. 281, 310--320 (2014; Zbl 1355.68231) Full Text: DOI
Rovetta, Stefano; Masulli, Francesco Visual stability analysis for model selection in graded possibilistic clustering. (English) Zbl 1359.62277 Inf. Sci. 279, 37-51 (2014). MSC: 62H86 62H30 PDFBibTeX XMLCite \textit{S. Rovetta} and \textit{F. Masulli}, Inf. Sci. 279, 37--51 (2014; Zbl 1359.62277) Full Text: DOI
Guarracino, Mario Rosario; Irpino, Antonio; Jasinevicius, Raimundas; Verde, Rosanna Fuzzy regularized generalized eigenvalue classifier with a novel membership function. (English) Zbl 1321.62071 Inf. Sci. 245, 53-62 (2013). MSC: 62H30 62H86 PDFBibTeX XMLCite \textit{M. R. Guarracino} et al., Inf. Sci. 245, 53--62 (2013; Zbl 1321.62071) Full Text: DOI
Bertini, João Roberto; Zhao, Liang; Lopes, Alneu A. An incremental learning algorithm based on the \( K\)-associated graph for non-stationary data classification. (English) Zbl 1320.68132 Inf. Sci. 246, 52-68 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{J. R. Bertini} et al., Inf. Sci. 246, 52--68 (2013; Zbl 1320.68132) Full Text: DOI
Ñanculef, Ricardo; Valle, Carlos; Allende, Héctor; Moraga, Claudio Training regression ensembles by sequential target correction and resampling. (English) Zbl 1248.68413 Inf. Sci. 195, 154-174 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{R. Ñanculef} et al., Inf. Sci. 195, 154--174 (2012; Zbl 1248.68413) Full Text: DOI Link
Wei, Liwei; Chen, Zhenyu; Li, Jianping Evolution strategies based adaptive \(L_{p}\) LS-SVM. (English) Zbl 1216.68227 Inf. Sci. 181, No. 14, 3000-3016 (2011). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Wei} et al., Inf. Sci. 181, No. 14, 3000--3016 (2011; Zbl 1216.68227) Full Text: DOI
Moretti, Stefano; Vasilakos, Athanasios V. An overview of recent applications of game theory to bioinformatics. (English) Zbl 1237.91070 Inf. Sci. 180, No. 22, 4312-4322 (2010). MSC: 91A80 91-02 92D99 91A22 91A12 PDFBibTeX XMLCite \textit{S. Moretti} and \textit{A. V. Vasilakos}, Inf. Sci. 180, No. 22, 4312--4322 (2010; Zbl 1237.91070) Full Text: DOI
Waegeman, Willem; De Baets, Bernard A transitivity analysis of bipartite rankings in pairwise multi-class classification. (English) Zbl 1204.62103 Inf. Sci. 180, No. 21, 4099-4117 (2010). MSC: 62H30 62H86 65C60 62G99 PDFBibTeX XMLCite \textit{W. Waegeman} and \textit{B. De Baets}, Inf. Sci. 180, No. 21, 4099--4117 (2010; Zbl 1204.62103) Full Text: DOI
Yin, Hujun; Huang, Weilin Adaptive nonlinear manifolds and their applications to pattern recognition. (English) Zbl 1205.68354 Inf. Sci. 180, No. 14, 2649-2662 (2010). MSC: 68T10 68U05 PDFBibTeX XMLCite \textit{H. Yin} and \textit{W. Huang}, Inf. Sci. 180, No. 14, 2649--2662 (2010; Zbl 1205.68354) Full Text: DOI Link
Cornelis, Chris; Jensen, Richard; Hurtado, Germán; Ślȩzak, Dominik Attribute selection with fuzzy decision reducts. (English) Zbl 1183.68604 Inf. Sci. 180, No. 2, 209-224 (2010). MSC: 68T30 68T37 PDFBibTeX XMLCite \textit{C. Cornelis} et al., Inf. Sci. 180, No. 2, 209--224 (2010; Zbl 1183.68604) Full Text: DOI Link
Ślȩzak, Dominik Degrees of conditional (in)dependence: A framework for approximate Bayesian networks and examples related to the rough set-based feature selection. (English) Zbl 1162.68574 Inf. Sci. 179, No. 3, 197-209 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{D. Ślȩzak}, Inf. Sci. 179, No. 3, 197--209 (2009; Zbl 1162.68574) Full Text: DOI
Suresh, S.; Sundararajan, N.; Saratchandran, P. Risk-sensitive loss functions for sparse multi-category classification problems. (English) Zbl 1183.68505 Inf. Sci. 178, No. 12, 2621-2638 (2008). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Suresh} et al., Inf. Sci. 178, No. 12, 2621--2638 (2008; Zbl 1183.68505) Full Text: DOI
Moshkov, Mikhail; Skowron, Andrzej; Suraj, Zbigniew Maximal consistent extensions of information systems relative to their theories. (English) Zbl 1183.68609 Inf. Sci. 178, No. 12, 2600-2620 (2008). MSC: 68T30 PDFBibTeX XMLCite \textit{M. Moshkov} et al., Inf. Sci. 178, No. 12, 2600--2620 (2008; Zbl 1183.68609) Full Text: DOI