Search results for "outliers"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Kuntal Panwar, Prabhu Babu	Robust Multistatic Target Localization in the Presence of NLOS Errors and Outliers.	IEEE Signal Process. Lett.	2022	DBLP DOI BibTeX RDF
13	Yanfu Li, Xiaopeng Yang, Liang Chen 0017, Yingjian Zhi, Hongli Liu 0001	Robust Registration of Rail Profile and Complete Detection of Outliers in Complex Field Environment.	IEEE Trans. Intell. Transp. Syst.	2022	DBLP DOI BibTeX RDF
13	Jordan J. Bannister, Matthias Wilms, J. David Aponte, David C. Katz, Ophir D. Klein, Francois P. J. Bernier, Richard A. Spritz, Benedikt Hallgrímsson, Nils D. Forkert	Detecting 3D syndromic faces as outliers using unsupervised normalizing flow models.	Artif. Intell. Medicine	2022	DBLP DOI BibTeX RDF
13	Lei Zou 0003, Zidong Wang, Jun Hu 0004, Hongli Dong	Ultimately Bounded Filtering Subject to Impulsive Measurement Outliers.	IEEE Trans. Autom. Control.	2022	DBLP DOI BibTeX RDF
13	Hao Zhu 0003, Guorui Zhang, Yongfu Li 0001, Henry Leung	An Adaptive Kalman Filter With Inaccurate Noise Covariances in the Presence of Outliers.	IEEE Trans. Autom. Control.	2022	DBLP DOI BibTeX RDF
13	Feiping Nie 0001, Ziheng Li, Zhanxuan Hu, Rong Wang 0001, Xuelong Li 0001	Robust Matrix Completion With Column Outliers.	IEEE Trans. Cybern.	2022	DBLP DOI BibTeX RDF
13	Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin	Deep Learning Versus Traditional Solutions for Group Trajectory Outliers.	IEEE Trans. Cybern.	2022	DBLP DOI BibTeX RDF
13	Lei Zou 0003, Zidong Wang, Hongli Dong, Qing-Long Han	Energy-to-Peak State Estimation With Intermittent Measurement Outliers: The Single-Output Case.	IEEE Trans. Cybern.	2022	DBLP DOI BibTeX RDF
13	P. Tellaroli	SingleCross-clustering: an algorithm for finding elongated clusters with automatic estimation of outliers and number of clusters.	Commun. Stat. Simul. Comput.	2022	DBLP DOI BibTeX RDF
13	Chien-Tai Lin, Narayanaswamy Balakrishnan 0001, Man Ho Ling	Exact tests for outliers in Laplace samples.	Commun. Stat. Simul. Comput.	2022	DBLP DOI BibTeX RDF
13	Morteza Alimi, Amir Daneshgar, Mohammad-Hadi Foroughmand-Araabi	Mean isoperimetry with control on outliers: Exact and approximation algorithms.	Theor. Comput. Sci.	2022	DBLP DOI BibTeX RDF
13	Huazhen Fang, Mulugeta A. Haile, Yebin Wang	Robust Extended Kalman Filtering for Systems With Measurement Outliers.	IEEE Trans. Control. Syst. Technol.	2022	DBLP DOI BibTeX RDF
13	Oluwasegun Taiwo Ojo, Antonio Fernández Anta, Rosa E. Lillo, Carlo Sguera	Detecting and classifying outliers in big functional data.	Adv. Data Anal. Classif.	2022	DBLP DOI BibTeX RDF
13	Weilu Chen, Jun Hu 0004, Xiaoyang Yu, Dongyan Chen, Zhihui Wu	Robust Fault Detection for Uncertain Delayed Systems With Measurement Outliers Under Stochastic Communication Protocol.	IEEE Trans. Signal Inf. Process. over Networks	2022	DBLP DOI BibTeX RDF
13	Xingjian Ma, Huimin Wang	Blind false data injection attacks in smart grids subject to measurement outliers.	J. Control. Decis.	2022	DBLP DOI BibTeX RDF
13	Giovanni Puccetti 0002, Anna Rogers, Aleksandr Drozd, Felice Dell'Orletta	Outliers Dimensions that Disrupt Transformers Are Driven by Frequency.	CoRR	2022	DBLP DOI BibTeX RDF
13	Jiahao Deng, Eli T. Brown	SSDBCODI: Semi-Supervised Density-Based Clustering with Outliers Detection Integrated.	CoRR	2022	DBLP DOI BibTeX RDF
13	Swapnil Saha, Hafiz Imtiaz	Privacy-preserving Non-negative Matrix Factorization with Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Albert Xu, Xiang Ren, Robin Jia	CoNAL: Anticipating Outliers with Large Language Models.	CoRR	2022	DBLP DOI BibTeX RDF
13	Sneh Patel, Brendan Park, Naser Ezzati-Jivan, Quentin Fournier	Automated Cause Analysis of Latency Outliers Using System-Level Dependency Graphs.	CoRR	2022	DBLP DOI BibTeX RDF
13	Lu Han, Dachuan Xu, Yicheng Xu, Ping Yang	Approximate the individually fair k-center with outliers.	CoRR	2022	DBLP BibTeX RDF
13	Arshak Minasyan, Tigran Galstyan, Sona Hunanyan, Arnak S. Dalalyan	Matching Map Recovery with an Unknown Number of Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Tommaso d'Orsi, Rajai Nasser, Gleb Novikov, David Steurer	Higher degree sum-of-squares relaxations robust against oblivious outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Deebul S. Nair, Nico Hochgeschwender, Miguel A. Olivares-Méndez	Maximum Likelihood Uncertainty Estimation: Robustness to Outliers.	CoRR	2022	DBLP BibTeX RDF
13	Changfeng Ma, Yang Yang, Jie Guo 0001, Chongjun Wang, Yanwen Guo 0001	Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation.	CoRR	2022	DBLP DOI BibTeX RDF
13	Suprovat Ghoshal, Anand Louis	Approximating CSPs with Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Samuel Epstein 0001	Outliers, Dynamics, and the Independence Postulate.	CoRR	2022	DBLP DOI BibTeX RDF
13	Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert	Robust PACm: Training Ensemble Models Under Model Misspecification and Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Kilian Fatras	On making optimal transport robust to all outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Samuel Epstein 0001	A Note on the Outliers Theorem.	CoRR	2022	DBLP DOI BibTeX RDF
13	Ziyi Liang, Matteo Sesia, Wenguang Sun	Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Siddharth Vishwanath, Bharath K. Sriperumbudur, Kenji Fukumizu, Satoshi Kuriki	Robust Topological Inference in the Presence of Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Spencer Angus Thomas	Fast Data Driven Estimation of Cluster Number in Multiplex Images using Embedded Density Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Yang Han, Zhiqiang Zou, Nan Li, Yanli Chen	Identifying outliers in astronomical images with unsupervised machine learning.	CoRR	2022	DBLP DOI BibTeX RDF
13	Kai Lv	FN-Net: Remove the Outliers by Filtering the Noise.	CoRR	2022	DBLP BibTeX RDF
13	Lei Sun	IMOT: General-Purpose, Fast and Robust Estimation for Spatial Perception Problems with Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Andrew Lowy, Meisam Razaviyayn	Private Stochastic Optimization in the Presence of Outliers: Optimal Rates for (Non-Smooth) Convex Losses and Extension to Non-Convex Losses.	CoRR	2022	DBLP DOI BibTeX RDF
13	Sangwoong Yoon, Jinwon Choi, Yonghyeon Lee, Yung-Kyun Noh, Frank Chongwoo Park	Evaluating Out-of-Distribution Detectors Through Adversarial Generation of Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Enrico Dandolo, Andrea Pietracaprina, Geppino Pucci	Distributed k-Means with Outliers in General Metrics.	CoRR	2022	DBLP BibTeX RDF
13	Wenhan Cao, Chang Liu 0002, Zhiqian Lan, Yingxi Piao, Shengbo Eben Li	Generalized Moving Horizon Estimation for Nonlinear Systems with Robustness to Measurement Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Alexander Rolle	The Degree-Rips Complexes of an Annulus with Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Paolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci	k-Center Clustering with Outliers in Sliding Windows.	CoRR	2022	DBLP BibTeX RDF
13	Akanksha Agrawal 0001, Tanmay Inamdar 0002, Saket Saurabh 0001, Jie Xue 0003	Clustering What Matters: Optimal Approximation for Clustering with Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Bruna Gregory Palm, Fábio Mariano Bayer, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Renato J. Cintra	Robust Rayleigh Regression Method for SAR Image Processing in Presence of Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Simão Eduardo, Kai Xu, Alfredo Nazábal, Charles Sutton	Repairing Systematic Outliers by Learning Clean Subspaces in VAEs.	CoRR	2022	DBLP DOI BibTeX RDF
13	Zaur M. Shibzukhov	On a Robust Gradient Boosting Scheme Based on Aggregation Functions Insensitive to Outliers.	Autom. Remote. Control.	2022	DBLP DOI BibTeX RDF
13	Lea Bottmer, Christophe Croux, Ines Wilms	Sparse regression for large data sets with outliers.	Eur. J. Oper. Res.	2022	DBLP DOI BibTeX RDF
13	Nicolas Klutchnikoff, Audrey Poterie, Laurent Rouvìère	Statistical analysis of a hierarchical clustering algorithm with outliers.	J. Multivar. Anal.	2022	DBLP DOI BibTeX RDF
13	Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane	Robust Tensor Tracking With Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis.	IEEE Trans. Signal Process.	2022	DBLP DOI BibTeX RDF
13	Rentai Chen	Location algorithm of fuzzy outliers in big data networks.	Wirel. Networks	2022	DBLP DOI BibTeX RDF
13	Yang Yang 0052, Zhenghang Tao, Chen Qian, Yuchao Gao, Hu Zhou, Zhe Ding, Jinran Wu	A hybrid robust system considering outliers for electric load series forecasting.	Appl. Intell.	2022	DBLP DOI BibTeX RDF
13	Qingqing Li, Huifang Ma, Ju Li 0004, Zhixin Li 0001, Yanbin Jiang	Searching Target Communities with Outliers in attributed graph.	Knowl. Based Syst.	2022	DBLP DOI BibTeX RDF
13	Xin Gao, Jiahao Yu, Sen Zha, Shiyuan Fu, Bing Xue, Ping Ye, Zijian Huang 0001, Guangyao Zhang	An ensemble-based outlier detection method for clustered and local outliers with differential potential spread loss.	Knowl. Based Syst.	2022	DBLP DOI BibTeX RDF
13	Nuria Rodríguez Barroso, Eugenio Martínez-Cámara, María Victoria Luzón, Francisco Herrera	Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification.	Knowl. Based Syst.	2022	DBLP DOI BibTeX RDF
13	Kangsheng Li, Xin Gao, Xin Jia, Bing Xue, Shiyuan Fu, Zhiyu Liu, Xu Huang, Zijian Huang 0001	Detection of local and clustered outliers based on the density-distance decision graph.	Eng. Appl. Artif. Intell.	2022	DBLP DOI BibTeX RDF
13	Agnieszka Nowak-Brzezinska, Igor Gaibei	How the Outliers Influence the Quality of Clustering?	Entropy	2022	DBLP DOI BibTeX RDF
13	Ehsan Jolous Jamshidi, Yusri Yusup, John Stephen Kayode, Mohamad Anuar Kamaruddin	Detecting outliers in a univariate time series dataset using unsupervised combined statistical methods: A case study on surface water temperature.	Ecol. Informatics	2022	DBLP DOI BibTeX RDF
13	Yun Li, Saihua Cai	Detecting Outliers in Data Streams Based on Minimum Rare Pattern Mining and Pattern Matching.	Inf. Technol. Control.	2022	DBLP DOI BibTeX RDF
13	Chloé Benmussa, Jessica R. Cauchard, Zohar Yakhini	Generating Alerts from Breathing Pattern Outliers.	Sensors	2022	DBLP DOI BibTeX RDF
13	Kaiyuan Yang 0004, Junfeng Wang 0003, Zhiyang Fang, Peng Wu, Zihua Song	Enhancing software modularization via semantic outliers filtration and label propagation.	Inf. Softw. Technol.	2022	DBLP DOI BibTeX RDF
13	Nazanin Vafaei, Rita A. Ribeiro, Luis M. Camarinha-Matos	Comparison of Normalization Techniques on Data Sets With Outliers.	Int. J. Decis. Support Syst. Technol.	2022	DBLP DOI BibTeX RDF
13	Jiawei Huang, Ruizhe Qin, Fan Yang, Hu Ding	Random Projection and Recovery for High Dimensional Optimization with Arbitrary Outliers.	Int. J. Comput. Geom. Appl.	2022	DBLP DOI BibTeX RDF
13	Paolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci	k-Center Clustering with Outliers in Sliding Windows.	Algorithms	2022	DBLP DOI BibTeX RDF
13	Mehdi Jabbari Nooghabi, Mehrdad Naderi	Stress-strength reliability inference for the Pareto distribution with outliers.	J. Comput. Appl. Math.	2022	DBLP DOI BibTeX RDF
13	Martina Campulová, Roman Campula, Jan Holesovský	An R package for identification of outliers in environmental time series data.	Environ. Model. Softw.	2022	DBLP DOI BibTeX RDF
13	Jiannan Cai, Mei-Po Kwan	Detecting spatial flow outliers in the presence of spatial autocorrelation.	Comput. Environ. Urban Syst.	2022	DBLP DOI 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.	Softw. Pract. Exp.	2022	DBLP DOI BibTeX RDF
13	Yishui Wang, Chenchen Wu, Dongmei Zhang 0002, Juan Zou	An approximation algorithm for the spherical k-means problem with outliers by local search.	J. Comb. Optim.	2022	DBLP DOI BibTeX RDF
13	Bogumil Kaminski, Pawel Pralat, François Théberge	Outliers in the ABCD Random Graph Model with Community Structure (ABCD+o).	COMPLEX NETWORKS (2)	2022	DBLP DOI BibTeX RDF
13	Tom Mertens, Marwan Hassani	Can we Learn from Outliers? Unsupervised Optimization of Intelligent Vehicle Traffic Management Systems.	ECML/PKDD (6)	2022	DBLP DOI 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.	ICRA	2022	DBLP DOI BibTeX RDF
13	Weizhe Chen 0004, Lantao Liu	Informative Planning in the Presence of Outliers.	ICRA	2022	DBLP DOI BibTeX RDF
13	Chun Fu, Pandarasamy Arjunan, Clayton Miller	Trimming outliers using trees: winning solution of the large-scale energy anomaly detection (LEAD) competition.	BuildSys@SenSys	2022	DBLP DOI BibTeX RDF
13	Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando 0001	SOUR an Outliers Detection Algorithm in Learning to Rank (Abstract).	IIR	2022	DBLP BibTeX RDF
13	Yassine Mhiri, Mohammed Nabil El Korso, Arnaud Breloy, Pascal Larzabal	A Robust EM Algorithm for Radio Interferometric Imaging in The Presence of Outliers.	SiPS	2022	DBLP DOI BibTeX RDF
13	Dimitris Papadimitriou, Somayeh Sojoudi	Control and Uncertainty Propagation in the Presence of Outliers by Utilizing Student-t Process Regression.	ACC	2022	DBLP DOI BibTeX RDF
13	Ayush Bhandari	Unlimited Sampling with Sparse Outliers: Experiments with Impulsive and Jump or Reset Noise.	ICASSP	2022	DBLP DOI BibTeX RDF
13	Janusz Kozlowski, Zdzislaw Kowalczuk	Resistant to Correlated Noise and Outliers Discrete Identification of Continuous Non-linear Non-stationary Dynamic Objects.	DPS	2022	DBLP DOI BibTeX RDF
13	Alexander Rolle	The Degree-Rips Complexes of an Annulus with Outliers.	SoCG	2022	DBLP DOI BibTeX RDF
13	Hanqiu Deng, Xingyu Li	Self-supervised Anomaly Detection with Random-shape Pseudo-outliers.	EMBC	2022	DBLP DOI BibTeX RDF
13	Xu Yang 0004, Shao-Feng Zeng, Yu Han, Yu-Chen Lu, Zhi-Yong Liu 0001	A Learning Method for Feature Correspondence with Outliers.	ICPR	2022	DBLP DOI BibTeX RDF
13	Orit Davidovich, Gheorghe-Teodor Bercea, Segev Wasserkrug	The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model Learning.	KDD	2022	DBLP DOI BibTeX RDF
13	An Wang 0001, Shulin He, Congming Wei, Shaofei Sun, Yaoling Ding, Jiayao Wang	Using Convolutional Neural Network to Redress Outliers in Clustering Based Side-Channel Analysis on Cryptosystem.	SmartCom	2022	DBLP DOI BibTeX RDF
13	Sarah. H. Harbi, George Calin Seritan, Bogdan-Adrian Enache, Sorin-Dan Grigorescu	A Statistical Comparative Study For Detecting Outliers In Electrical Data.	ECAI	2022	DBLP DOI BibTeX RDF
13	Vini Dixit	GCFI++: Embedding and Frequent Itemset based Incremental Hierarchical Clustering with Labels and Outliers.	COMAD/CODS	2022	DBLP DOI BibTeX RDF
13	Deebul S. Nair, Nico Hochgeschwender, Miguel A. Olivares-Méndez	Maximum Likelihood Uncertainty Estimation: Robustness to Outliers.	SafeAI@AAAI	2022	DBLP BibTeX RDF
13	Agnieszka Nowak-Brzezinska, Igor Gaibei	The Quality of Clustering Data Containing Outliers.	ACIIDS (2)	2022	DBLP DOI BibTeX RDF
13	Ali Mostafavi, Ali Hamzeh	High-Dimensional Axis-Aligned Bounding Box with Outliers.	CCCG	2022	DBLP BibTeX RDF
13	Saikiran Bulusu, Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney	Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers.	NeurIPS	2022	DBLP BibTeX RDF
13	Xiwei Bai, Weisong Wen, Guohao Zhang, Hoi-Fung Ng, Li-Ta Hsu	GNSS Outliers Mitigation in Urban Areas Using Sparse Estimation Based on Factor Graph Optimization.	ITSC	2022	DBLP DOI BibTeX RDF
13	Spencer Angus Thomas	Fast Data Driven Estimation of Cluster Number in Multiplex Images using Embedded Density Outliers.	CIBCB	2022	DBLP DOI BibTeX RDF
13	Shichuan Deng, Qianfan Zhang 0002	Ordered k-Median with Outliers.	APPROX/RANDOM	2022	DBLP DOI BibTeX RDF
13	Suprovat Ghoshal, Anand Louis	Approximating CSPs with Outliers.	APPROX/RANDOM	2022	DBLP DOI BibTeX RDF
13	Federico Marcuzzi, Claudio Lucchese, Salvatore Orlando 0001	Filtering out Outliers in Learning to Rank.	ICTIR	2022	DBLP DOI BibTeX RDF
13	Matteo Almanza, Alessandro Epasto, Alessandro Panconesi, Giuseppe Re	k-Clustering with Fair Outliers.	WSDM	2022	DBLP DOI BibTeX RDF
13	Fatemeh Sarvi, Maria Heuss, Mohammad Aliannejadi, Sebastian Schelter, Maarten de Rijke	Understanding and Mitigating the Effect of Outliers in Fair Ranking.	WSDM	2022	DBLP DOI BibTeX RDF
13	Rajni Dabas, Neelima Gupta	Capacitated Facility Location with Outliers/Penalties.	COCOON	2022	DBLP DOI BibTeX RDF
13	T.-H. Hubert Chan, Silvio Lattanzi, Mauro Sozio, Bo Wang	Fully Dynamic k-Center Clustering with Outliers.	COCOON	2022	DBLP DOI BibTeX RDF
13	Abishek Sankararaman, Balakrishnan Narayanaswamy, Vikramank Y. Singh, Zhao Song 0001	FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers.	ICML	2022	DBLP BibTeX RDF
13	Kailash Budhathoki, Lenon Minorics, Patrick Blöbaum, Dominik Janzing	Causal structure-based root cause analysis of outliers.	ICML	2022	DBLP BibTeX RDF