Search results for "outliers"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Christoph Grunau, Václav Rozhon	Adapting k-means Algorithms for Outliers.	ICML	2022	DBLP BibTeX RDF
13	Magnus Malmström, Isaac Skog, Daniel Axehill, Fredrik Gustafsson	Detection of outliers in classification by using quantified uncertainty in neural networks.	FUSION	2022	DBLP BibTeX RDF
13	Christos Grentzelos, Chrysseis Caroni, Inmaculada Barranco-Chamorro	A comparative study of methods to handle outliers in multivariate data analysis.	Comput. Math. Methods	2021	DBLP DOI BibTeX RDF
13	Salar Askari	Fuzzy C-Means clustering algorithm for data with unequal cluster sizes and contaminated with noise and outliers: Review and development.	Expert Syst. Appl.	2021	DBLP DOI BibTeX RDF
13	Marta Baldomero-Naranjo, Luisa I. Martínez-Merino, Antonio M. Rodríguez-Chía	A robust SVM-based approach with feature selection and outliers detection for classification problems.	Expert Syst. Appl.	2021	DBLP DOI BibTeX RDF
13	Massimo Cafaro, Catiuscia Melle, Marco Pulimeno, Italo Epicoco	Fast online computation of the Qn estimator with applications to the detection of outliers in data streams.	Expert Syst. Appl.	2021	DBLP DOI BibTeX RDF
13	Emilio Barucci, Michele Bonollo, Federico Poli 0003, Edit Rroji	A machine learning algorithm for stock picking built on information based outliers.	Expert Syst. Appl.	2021	DBLP DOI BibTeX RDF
13	Gajendra K. Vishwakarma, Chinmoy Paul, Ahmed M. Elsawah	A hybrid feedforward neural network algorithm for detecting outliers in non-stationary multivariate time series.	Expert Syst. Appl.	2021	DBLP DOI BibTeX RDF
13	Yubin Guo, Yuhang Wu, Xiaopeng Zhang, Aofeng Bo, Ximing Li 0001	The FRCK clustering algorithm for determining cluster number and removing outliers automatically.	Int. J. Comput. Sci. Eng.	2021	DBLP DOI BibTeX RDF
13	Qie Liu, Wenyi Lin, Sheng-Long Jiang, Yi Chai, Li Sun 0002	Robust Estimation of Wiener Models in the Presence of Outliers Using the VB Approach.	IEEE Trans. Ind. Electron.	2021	DBLP DOI BibTeX RDF
13	Hengshan Zhang, Chunru Chen, Tianhua Chen, Zhongmin Wang, Yanping Chen 0006	Mixed aggregation functions for outliers detection.	J. Intell. Fuzzy Syst.	2021	DBLP DOI BibTeX RDF
13	Baraka Jacob Maiseli	Hausdorff Distance with Outliers and Noise Resilience Capabilities.	SN Comput. Sci.	2021	DBLP DOI BibTeX RDF
13	Junli Liu, Miaomiao Pan, Xianfeng Song, Jing Wang, Kemin Zhu, Runkui Li, Xiaoping Rui, Weifeng Wang, Jinghao Hu, Venkatesh Raghavan	Filtering Link Outliers in Vehicle Trajectories by Spatial Reasoning.	ISPRS Int. J. Geo Inf.	2021	DBLP DOI BibTeX RDF
13	Baroudi Rouba	A net-flow based approach to detect outliers in multicriteria decision problems.	Intell. Decis. Technol.	2021	DBLP DOI BibTeX RDF
13	Zongyong Cui, Yi Qin, Yating Zhong, Zongjie Cao, Haiyi Yang	Target Detection in High-Resolution SAR Image via Iterating Outliers and Recursing Saliency Depth.	Remote. Sens.	2021	DBLP DOI BibTeX RDF
13	Behrokh Nazeri, Melba Crawford	Detection of Outliers in LiDAR Data Acquired by Multiple Platforms over Sorghum and Maize.	Remote. Sens.	2021	DBLP DOI BibTeX RDF
13	Yuqi Fan, Guangming Shen, Xiong Xu, Juan Xu 0002, Xiaohui Yuan 0001	Flight track pattern recognition based on few labeled data with outliers.	J. Electronic Imaging	2021	DBLP DOI BibTeX RDF
13	Georg Steinbuss, Klemens Böhm	Generating Artificial Outliers in the Absence of Genuine Ones - A Survey.	ACM Trans. Knowl. Discov. Data	2021	DBLP DOI BibTeX RDF
13	Yue Hu, Daniel B. Work	Robust Tensor Recovery with Fiber Outliers for Traffic Events.	ACM Trans. Knowl. Discov. Data	2021	DBLP DOI BibTeX RDF
13	Qian Zhang, Xinyuan Zhao, Chao Ding	Matrix optimization based Euclidean embedding with outliers.	Comput. Optim. Appl.	2021	DBLP DOI BibTeX RDF
13	Bernhard Beckermann, Mihai Putinar, Edward B. Saff, Nikos Stylianopoulos	Perturbations of Christoffel-Darboux Kernels: Detection of Outliers.	Found. Comput. Math.	2021	DBLP DOI BibTeX RDF
13	Ziheng Li, Zhanxuan Hu, Feiping Nie 0001, Rong Wang 0001, Xuelong Li 0001	Matrix completion with column outliers and sparse noise.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
13	Melkior Ornik	Comment on "TVOR: Finding Discrete Total Variation Outliers Among Histograms".	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Nikola Banic, Neven Elezovic	TVOR: Finding Discrete Total Variation Outliers Among Histograms.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Ning Fu, Pinjun Zheng, Xiaodong Li, Liyan Qiao	Weighted Phase Retrieval of Fourier Measurement With Outliers: Measurement Structure and Reconstruction Algorithm.	IEEE Trans. Instrum. Meas.	2021	DBLP DOI BibTeX RDF
13	Bo Xu 0025, Yu Guo, Lianzhao Wang, Jiao Zhang	A Novel Robust Gaussian Approximate Smoother Based on EM for Cooperative Localization With Sensor Fault and Outliers.	IEEE Trans. Instrum. Meas.	2021	DBLP DOI BibTeX RDF
13	Yan Lu, A-Li Luo, Li-Li Wang, Li Qin, Rui Wang, Xiang-Lei Chen, Bing Du, Fang Zuo, Wen Hou, Jian-Jun Chen, Yan-Ke Tang, Jin-Shu Han, Yongheng Zhao	Study on outliers in the big stellar spectral dataset of the fifth data release (DR5) of the Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST).	Astron. Comput.	2021	DBLP DOI BibTeX RDF
13	Runzhao Yao, Shaoyi Du, Teng Wan, Wenting Cui, Yang Yang 0066, Yang Jing, Ce Li 0001	Robust registration algorithm based on rational quadratic kernel for point sets with outliers and noise.	Multim. Tools Appl.	2021	DBLP DOI BibTeX RDF
13	Elhossiny Ibrahim, Marwa A. Shouman, Hanaa Torkey, Ayman El-Sayed	Correction to: Handling missing and outliers values by enhanced algorithms for an accurate diabetic classification system.	Multim. Tools Appl.	2021	DBLP DOI BibTeX RDF
13	Elhossiny Ibrahim, Marwa A. Shouman, Hanaa Torkey, Ayman El-Sayed	Handling missing and outliers values by enhanced algorithms for an accurate diabetic classification system.	Multim. Tools Appl.	2021	DBLP DOI BibTeX RDF
13	Alexandre Gondeau, Zahia Aouabed, Mohamed Hijri, Pedro R. Peres-Neto, Vladimir Makarenkov	Object Weighting: A New Clustering Approach to Deal with Outliers and Cluster Overlap in Computational Biology.	IEEE ACM Trans. Comput. Biol. Bioinform.	2021	DBLP DOI BibTeX RDF
13	Kheirolah Okhli, Mehdi Jabbari Nooghabi	On the contaminated exponential distribution: A theoretical Bayesian approach for modeling positive-valued insurance claim data with outliers.	Appl. Math. Comput.	2021	DBLP DOI BibTeX RDF
13	Jakob Raymaekers, Peter J. Rousseeuw	Handling Cellwise Outliers by Sparse Regression and Robust Covariance.	J. Data Sci. Stat. Vis.	2021	DBLP DOI BibTeX RDF
13	Peng Yun, Panlong Wu, Shan He, Xingxiu Li	Robust Kalman Filter with Fading Factor Under State Transition Model Mismatch and Outliers Interference.	Circuits Syst. Signal Process.	2021	DBLP DOI BibTeX RDF
13	Ki Hwan Kim	Outliers in SAR and QSAR: 3. Importance of considering the role of water molecules in protein-ligand interactions and quantitative structure-activity relationship studies.	J. Comput. Aided Mol. Des.	2021	DBLP DOI BibTeX RDF
13	Lu Han, Dachuan Xu, Dandan Liu, Chenchen Wu	An approximation algorithm for the k-level facility location problem with outliers.	Optim. Lett.	2021	DBLP DOI BibTeX RDF
13	Ali Mohammed Baba, Habshah Bt. Midi, Mohd Bakri Adam, Nur Haizum Abd Abd Rahman	Detection of Influential Observations in Spatial Regression Model Based on Outliers and Bad Leverage Classification.	Symmetry	2021	DBLP DOI BibTeX RDF
13	Divo Dharma Silalahi, Habshah Bt. Midi, Jayanthi Arasan, Mohd Shafie Mustafa, Jean-Pierre Caliman	Kernel Partial Least Square Regression with High Resistance to Multiple Outliers and Bad Leverage Points on Near-Infrared Spectral Data Analysis.	Symmetry	2021	DBLP DOI BibTeX RDF
13	Ali R. Abdellah, Abdullah S. Alshahrani, Ammar Muthanna, Andrey Koucheryavy	Performance Estimation in V2X Networks Using Deep Learning-Based M-Estimator Loss Functions in the Presence of Outliers.	Symmetry	2021	DBLP DOI BibTeX RDF
13	Ziqi Xu, Chao Xu 0003, Jing Hu 0007, Zhaopeng Meng	Robust resistance to noise and outliers: Screened Poisson Surface Reconstruction using adaptive kernel density estimation.	Comput. Graph.	2021	DBLP DOI BibTeX RDF
13	Bin Wei, Engang Tian, Tao Zhang, Xia Zhao	Probabilistic-Constrained H∞ Tracking Control for a Class of Stochastic Nonlinear Systems Subject to DoS Attacks and Measurement Outliers.	IEEE Trans. Circuits Syst. I Regul. Pap.	2021	DBLP DOI BibTeX RDF
13	Weitong Hua, Zhongxiang Zhou, Jun Wu 0003, Huang Huang, Yue Wang 0020, Rong Xiong	REDE: End-to-End Object 6D Pose Robust Estimation Using Differentiable Outliers Elimination.	IEEE Robotics Autom. Lett.	2021	DBLP DOI BibTeX RDF
13	Lifeng Ma, Zidong Wang, Jun Hu 0004, Qing-Long Han	Probability-Guaranteed Envelope-Constrained Filtering for Nonlinear Systems Subject to Measurement Outliers.	IEEE Trans. Autom. Control.	2021	DBLP DOI BibTeX RDF
13	Muhammad Suhail, Sohail Chand, B. M. Golam Kibria	Quantile-based robust ridge m-estimator for linear regression model in presence of multicollinearity and outliers.	Commun. Stat. Simul. Comput.	2021	DBLP DOI BibTeX RDF
13	Yuh-Jenn Wu, Li-Hsueh Cheng, Wei-Quan Fang	Sparse linear regression models of high dimensional covariates with non-Gaussian outliers and Berkson error-in-variable under heteroscedasticity.	Commun. Stat. Simul. Comput.	2021	DBLP DOI BibTeX RDF
13	Daniel Fischer 0005, Alain Berro, Klaus Nordhausen, Anne Ruiz-Gazen	REPPlab: An R package for detecting clusters and outliers using exploratory projection pursuit.	Commun. Stat. Simul. Comput.	2021	DBLP DOI BibTeX RDF
13	Sheng Zhang, Guang Lin	SubTSBR to tackle high noise and outliers for data-driven discovery of differential equations.	J. Comput. Phys.	2021	DBLP DOI BibTeX RDF
13	Amit Deshpande 0001, Rameshwar Pratap	Sampling-based dimension reduction for subspace approximation with outliers.	Theor. Comput. Sci.	2021	DBLP DOI BibTeX RDF
13	Peidong Liang, Habte Tadesse Likassa, Chentao Zhang, Jielong Guo	New Robust PCA for Outliers and Heavy Sparse Noises' Detection via Affine Transformation, the L ∗ , w and L 2, 1 Norms, and Spatial Weight Matrix in High-Dimensional Images: From the Perspective of Signal Processing.	Int. J. Math. Math. Sci.	2021	DBLP DOI BibTeX RDF
13	Meng Chang, Chenwei Yang, Huajun Feng, Zhihai Xu, Qi Li 0018	Beyond Camera Motion Blur Removing: How to Handle Outliers in Deblurring.	IEEE Trans. Computational Imaging	2021	DBLP DOI BibTeX RDF
13	Zhenxing Zhang, Jiuxiang Dong	Observer-Based Interval Type-2 L2 - L∞/H∞ Mixed Fuzzy Control for Uncertain Nonlinear Systems Under Measurement Outliers.	IEEE Trans. Syst. Man Cybern. Syst.	2021	DBLP DOI BibTeX RDF
13	Badong Chen, Lei Xing 0003, Haiquan Zhao, Shaoyi Du, José C. Príncipe	Effects of Outliers on the Maximum Correntropy Estimation: A Robustness Analysis.	IEEE Trans. Syst. Man Cybern. Syst.	2021	DBLP DOI BibTeX RDF
13	M. Hakan Satman, Shreesh Adiga, Guillermo Angeris, Emre Akadal	LinRegOutliers: A Julia package for detecting outliers in linear regression.	J. Open Source Softw.	2021	DBLP DOI BibTeX RDF
13	Zhen Zhang 0025, Qilong Feng, Junyu Huang, Yutian Guo, Jinhui Xu 0001, Jianxin Wang 0001	A local search algorithm for k-means with outliers.	Neurocomputing	2021	DBLP DOI BibTeX RDF
13	Zhen Zhong, Guobao Xiao, Kun Zeng, Shiping Wang	TSSN-Net: Two-step Sparse Switchable Normalization for learning correspondences with heavy outliers.	Neurocomputing	2021	DBLP DOI BibTeX RDF
13	Prashant Gupta, Aashi Jindal, Jayadeva, Debarka Sengupta	Linear time identification of local and global outliers.	Neurocomputing	2021	DBLP DOI BibTeX RDF
13	Fatima-Zahra Benjelloun, Ahmed Oussous, Amine Bennani, Samir Belfkih, Ayoub Ait Lahcen	Improving outliers detection in data streams using LiCS and voting.	J. King Saud Univ. Comput. Inf. Sci.	2021	DBLP DOI BibTeX RDF
13	Bo Jiang, Hongyu Gao, Fei Han 0003, Hongli Dong	Recursive filtering for nonlinear systems subject to measurement outliers.	Sci. China Inf. Sci.	2021	DBLP DOI BibTeX RDF
13	Nikola Stefelová, Andreas Alfons, Javier Palarea-Albaladejo, Peter Filzmoser, Karel Hron	Robust regression with compositional covariates including cellwise outliers.	Adv. Data Anal. Classif.	2021	DBLP DOI BibTeX RDF
13	Lianne Abrahams	Single-cell systems analysis: decision geometry in outliers.	Bioinform.	2021	DBLP DOI BibTeX RDF
13	Niharika Thakur, Mamta Juneja	Pre-processing of Retinal Images for Removal of Outliers.	Wirel. Pers. Commun.	2021	DBLP DOI BibTeX RDF
13	Samuel Epstein 0001	All Sampling Methods Produce Outliers.	IEEE Trans. Inf. Theory	2021	DBLP DOI BibTeX RDF
13	Xinxin Zhang 0004, Ronggang Wang, Da Chen 0002, Yang Zhao 0002, Wen Gao 0001	Handling Outliers by Robust M-Estimation in Blind Image Deblurring.	IEEE Trans. Multim.	2021	DBLP DOI BibTeX RDF
13	Nikola Banic, Neven Elezovic	Reply to Comment on "TVOR: Finding Discrete Total Variation Outliers among Histograms".	CoRR	2021	DBLP BibTeX RDF
13	Matej Petkovic, Luke Lucas, Tomaz Stepisnik, Pance Panov, Nikola Simidjievski, Dragi Kocev	Discovering outliers in the Mars Express thermal power consumption patterns.	CoRR	2021	DBLP BibTeX RDF
13	Tanvi Bajpai, Deeparnab Chakrabarty, Chandra Chekuri, Maryam Negahbani	Revisiting Priority k-Center: Fairness and Outliers.	CoRR	2021	DBLP BibTeX RDF
13	Rajni Dabas, Neelima Gupta	On Variants of Facility Location Problem with Outliers.	CoRR	2021	DBLP BibTeX RDF
13	Hu Ding, Jiawei Huang	Is Simple Uniform Sampling Efficient for Center-Based Clustering With Outliers: When and Why?	CoRR	2021	DBLP BibTeX RDF
13	Tim van Erven, Sarah Sachs, Wouter M. Koolen, Wojciech Kotlowski	Robust Online Convex Optimization in the Presence of Outliers.	CoRR	2021	DBLP BibTeX RDF
13	Mark de Berg, Morteza Monemizadeh, Yu Zhong	k-Center Clustering with Outliers in the Sliding-Window Model.	CoRR	2021	DBLP BibTeX RDF
13	Fatemeh Sarvi, Maria Heuss, Mohammad Aliannejadi, Sebastian Schelter, Maarten de Rijke	Understanding and Mitigating the Effect of Outliers in Fair Ranking.	CoRR	2021	DBLP BibTeX RDF
13	Weizhe Chen 0004, Lantao Liu	Informative Planning in the Presence of Outliers.	CoRR	2021	DBLP BibTeX RDF
13	Waleed A. Yousef, Issa Traoré, William Briguglio	UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring.	CoRR	2021	DBLP BibTeX RDF
13	Lijia Yu, Xiao-Shan Gao	A Robust Classification-autoencoder to Defend Outliers and Adversaries.	CoRR	2021	DBLP BibTeX RDF
13	Robert McCraith, Eldar Insafutdinov, Lukás Neumann, Andrea Vedaldi	Lifting 2D Object Locations to 3D by Discounting LiDAR Outliers across Objects and Views.	CoRR	2021	DBLP BibTeX RDF
13	Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam	Graph Neural Network to Dilute Outliers for Refactoring Monolith Application.	CoRR	2021	DBLP BibTeX RDF
13	Seung Jee Yang, Kyungjoon Cha	GMOTE: Gaussian based minority oversampling technique for imbalanced classification adapting tail probability of outliers.	CoRR	2021	DBLP BibTeX RDF
13	Jeremy Tan, Benjamin Hou, Thomas G. Day, John M. Simpson, Daniel Rueckert, Bernhard Kainz	Detecting Outliers with Poisson Image Interpolation.	CoRR	2021	DBLP BibTeX RDF
13	Kostas Kolomvatsos, Christos Anagnostopoulos	A Soft Method for Outliers Detection at the Edge of the Network.	CoRR	2021	DBLP BibTeX RDF
13	Wendyam Eric Lionel Ilboudo, Taisuke Kobayashi, Kenji Sugimoto	Adaptive t-Momentum-based Optimization for Unknown Ratio of Outliers in Amateur Data in Imitation Learning.	CoRR	2021	DBLP BibTeX RDF
13	Mahmood Safaei, Maha Driss, Wadii Boulila, Elankovan A. Sundararajan, Mitra Safaei	Global Outliers Detection in Wireless Sensor Networks: A Novel Approach Integrating Time-Series Analysis, Entropy, and Random Forest-based Classification.	CoRR	2021	DBLP BibTeX RDF
13	Zixiu Wang, Yiwen Guo, Hu Ding	Robust Coreset for Continuous-and-Bounded Learning (with Outliers).	CoRR	2021	DBLP BibTeX RDF
13	Carla Manni, Espen Sande, Hendrik Speleers	Application of optimal spline subspaces for the removal of spurious outliers in isogeometric discretizations.	CoRR	2021	DBLP BibTeX RDF
13	Nikita Dvornik, Isma Hadji, Konstantinos G. Derpanis, Animesh Garg, Allan D. Jepson	Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers.	CoRR	2021	DBLP BibTeX RDF
13	Guilherme D. F. Silva, Leman Akoglu, Robson L. F. Cordeiro	C-AllOut: Catching & Calling Outliers by Type.	CoRR	2021	DBLP BibTeX RDF
13	Kuniaki Saito, Donghyun Kim 0006, Kate Saenko	OpenMatch: Open-set Consistency Regularization for Semi-supervised Learning with Outliers.	CoRR	2021	DBLP BibTeX RDF
13	Kamil Oster, Stefan Güttel, Jonathan L. Shapiro, Lu Chen, Megan Jobson	Pre-treatment of outliers and anomalies in plant data: Methodology and case study of a Vacuum Distillation Unit.	CoRR	2021	DBLP BibTeX RDF
13	Dongjin Lee, Kijung Shin	Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and Outliers.	CoRR	2021	DBLP BibTeX RDF
13	Vladimir Shenmaier	On the Complexity of the Geometric Median Problem with Outliers.	CoRR	2021	DBLP BibTeX RDF
13	Jianhao Ma, Salar Fattahi	Implicit Regularization of Sub-Gradient Method in Robust Matrix Recovery: Don't be Afraid of Outliers.	CoRR	2021	DBLP BibTeX RDF
13	Lior Shamir	Automatic identification of outliers in Hubble Space Telescope galaxy images.	CoRR	2021	DBLP BibTeX RDF
13	Tigran Galstyan, Arshak Minasyan, Arnak S. Dalalyan	Optimal detection of the feature matching map in presence of noise and outliers.	CoRR	2021	DBLP BibTeX RDF
13	Tommaso d'Orsi, Chih-Hung Liu 0001, Rajai Nasser, Gleb Novikov, David Steurer, Stefan Tiegel	Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers.	CoRR	2021	DBLP BibTeX RDF
13	Ramin Javadi, Saleh Ashkboos	Multi-way sparsest cut problem on trees with a control on the number of parts and outliers.	Discret. Appl. Math.	2021	DBLP DOI BibTeX RDF
13	Ibrahim M. Almanjahie, Amer Ibrahim Al-Omari, Emmanuel J. Ekpenyong, Mir Subzar	Generalized Class of Mean Estimators with Known Measures for Outliers Treatment.	Comput. Syst. Sci. Eng.	2021	DBLP DOI BibTeX RDF
13	Le Trung Thanh, Viet-Dung Nguyen, Nguyen Linh-Trung, Karim Abed-Meraim	Robust Subspace Tracking With Missing Data and Outliers: Novel Algorithm With Convergence Guarantee.	IEEE Trans. Signal Process.	2021	DBLP DOI BibTeX RDF
13	Kenichi Ono, Masateru Tsunoda, Akito Monden, Kenichi Matsumoto	Influence of Outliers on Estimation Accuracy of Software Development Effort.	IEICE Trans. Inf. Syst.	2021	DBLP DOI BibTeX RDF
13	Jorge Muñoz-Minjares, Misael Lopez-Ramirez, Miguel Vazquez-Olguin, Carlos Lastre-Dominguez, Yuriy S. Shmaliy	Outliers detection for accurate HRV-seizure baseline estimation using modern numerical algorithms.	Biomed. Signal Process. Control.	2021	DBLP DOI BibTeX RDF
13	Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin	Machine Learning for Identifying Group Trajectory Outliers.	ACM Trans. Manag. Inf. Syst.	2021	DBLP DOI BibTeX RDF
13	Parashjyoti Borah, Deepak Gupta 0004	Robust twin bounded support vector machines for outliers and imbalanced data.	Appl. Intell.	2021	DBLP DOI BibTeX RDF