Search results for "outliers"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Maroua Benghoul, Berna Yazici, Ahmet Sezer	Detection and handling outliers in longitudinal data: wavelets decomposition as a solution.	Commun. Stat. Simul. Comput.	2024	DBLP DOI BibTeX RDF
13	Mert Demirarslan, Asli Suner	OCtS: an alternative of the t-Score method sensitive to outliers and correlation in feature selection.	Commun. Stat. Simul. Comput.	2024	DBLP DOI BibTeX RDF
13	T.-H. Hubert Chan, Silvio Lattanzi, Mauro Sozio, Bo Wang	Fully Dynamic k-Center Clustering with Outliers.	Algorithmica	2024	DBLP DOI BibTeX RDF
13	Sisi Wang, Feiping Nie 0001, Zheng Wang 0037, Rong Wang 0001, Xuelong Li 0001	Outliers Robust Unsupervised Feature Selection for Structured Sparse Subspace.	IEEE Trans. Knowl. Data Eng.	2024	DBLP DOI BibTeX RDF
13	Adrian-Gabriel Chifu, Sébastien Déjean, Moncef Garouani, Josiane Mothe, Diégo Ortiz, Md Zia Ullah	Can we predict QPP? An approach based on multivariate outliers.	CoRR	2024	DBLP DOI BibTeX RDF
13	Baohao Liao, Christof Monz	Is It a Free Lunch for Removing Outliers during Pretraining?	CoRR	2024	DBLP DOI BibTeX RDF
13	Jose Cribeiro-Ramallo, Vadim Arzamasov, Klemens Böhm	Efficient Generation of Hidden Outliers for Improved Outlier Detection.	CoRR	2024	DBLP DOI BibTeX RDF
13	Hao Sun, Rundong He, Zhongyi Han, Zhicong Lin, Yongshun Gong, Yilong Yin	CLIP-driven Outliers Synthesis for few-shot OOD detection.	CoRR	2024	DBLP DOI BibTeX RDF
13	Mohamed Afifi, Mohamed ElHelw	Improved LiDAR Odometry and Mapping using Deep Semantic Segmentation and Novel Outliers Detection.	CoRR	2024	DBLP DOI BibTeX RDF
13	Jing Gu, Dongmian Zou	Three Revisits to Node-Level Graph Anomaly Detection: Outliers, Message Passing and Hyperbolic Neural Networks.	CoRR	2024	DBLP DOI BibTeX RDF
13	Nikita Trukhanov, Ilya Soloveychik	Accurate Block Quantization in LLMs with Outliers.	CoRR	2024	DBLP DOI BibTeX RDF
13	Seong Hun Lee, Javier Civera 0001, Patrick Vandewalle	PCR-99: A Practical Method for Point Cloud Registration with 99% Outliers.	CoRR	2024	DBLP DOI BibTeX RDF
13	Christopher Rieser, Anne Ruiz-Gazen, Christine Thomas-Agnan	Edgewise Outliers of Network Indexed Signals.	IEEE Trans. Signal Process.	2024	DBLP DOI BibTeX RDF
13	Zhilin Liu, Zhongxin Wang, Shouzheng Yuan, Linhe Zheng, Guosheng Li	Design and stability of moving horizon estimator for discrete-time linear systems subject to multiple measurement outliers.	Trans. Inst. Meas. Control	2024	DBLP DOI BibTeX RDF
13	Ping Zhou, Jifa Chen, Shengping Wang	A Dual Robust Strategy for Removing Outliers in Multi-Beam Sounding to Improve Seabed Terrain Quality Estimation.	Sensors	2024	DBLP DOI BibTeX RDF
13	Kamil Maciuk, Inese Varna, Karolina Krzykowska-Piotrowska	A Study of Outliers in GNSS Clock Products.	Sensors	2024	DBLP DOI BibTeX RDF
13	Shuang Li, Xiaoguo Yao	An Approach for Detecting Local Outliers in Grid Queries.	Int. J. Grid High Perform. Comput.	2024	DBLP DOI BibTeX RDF
13	Mehrdad Naderi, Mehdi Jabbari Nooghabi	Clustering asymmetrical data with outliers: Parsimonious mixtures of contaminated mean-mixture of normal distributions.	J. Comput. Appl. Math.	2024	DBLP DOI BibTeX RDF
13	Baiyang Chen, Yongxiang Li, Dezhong Peng, Hongmei Chen 0001, Zhong Yuan	Fusing multi-scale fuzzy information to detect outliers.	Inf. Fusion	2024	DBLP DOI BibTeX RDF
13	Yifan Wang, Yang Li, Jiaqi Wang, Haofeng Lv, Jinshi Guo	Sparse optical flow outliers elimination method based on Borda stochastic neighborhood graph.	Mach. Learn. Sci. Technol.	2024	DBLP DOI BibTeX RDF
13	Lixin Yuan, Cheng Mei, Wenhai Wang, Tong Lu	Feature Selection Based on Intrusive Outliers Rather Than All Instances.	IEEE Trans. Image Process.	2024	DBLP DOI BibTeX RDF
13	Varun Suriyanarayana, Varun Sivashankar, Siddharth Gollapudi, David B. Shmoys	Improved Approximation Algorithms for the Joint Replenishment Problem with Outliers, and with Fairness Constraints.	SODA	2024	DBLP DOI BibTeX RDF
13	Moritz Buchem, Katja Ettmayr, Hugo K. K. Rosado, Andreas Wiese	A (3 + ɛ)-approximation algorithm for the minimum sum of radii problem with outliers and extensions for generalized lower bounds.	SODA	2024	DBLP DOI BibTeX RDF
13	Yuhao Yi, Ronghui You, Hong Liu, Changxin Liu, Yuan Wang, Jiancheng Lv	Near-Optimal Resilient Aggregation Rules for Distributed Learning Using 1-Center and 1-Mean Clustering with Outliers.	AAAI	2024	DBLP DOI BibTeX RDF
13	Harmender Gahlawat, Meirav Zehavi	Learning Small Decision Trees with Few Outliers: A Parameterized Perspective.	AAAI	2024	DBLP DOI BibTeX RDF
13	Phuoc Nguyen, Truyen Tran 0001, Sunil Gupta 0001, Thin Nguyen, Svetha Venkatesh	Root Cause Explanation of Outliers under Noisy Mechanisms.	AAAI	2024	DBLP DOI BibTeX RDF
13	Deeparnab Chakrabarty, Luc Côté, Ankita Sarkar	Fault-tolerant k-Supplier with Outliers.	STACS	2024	DBLP DOI BibTeX RDF
13	Adrian-Gabriel Chifu, Sébastien Déjean, Moncef Garouani, Josiane Mothe, Diégo Ortiz, Md Zia Ullah	Can We Predict QPP? An Approach Based on Multivariate Outliers.	ECIR (3)	2024	DBLP DOI BibTeX RDF
13	Vladan Stojnic, Zakaria Laskar, Giorgos Tolias	Training Ensembles with Inliers and Outliers for Semi-supervised Active Learning.	WACV	2024	DBLP DOI BibTeX RDF
13	Tong Wu	Robust Data Clustering with Outliers via Transformed Tensor Low-Rank Representation.	AISTATS	2024	DBLP BibTeX RDF
13	Daichi Amagata	Fair k-center Clustering with Outliers.	AISTATS	2024	DBLP BibTeX RDF
13	Matteo Vilucchio, Emanuele Troiani, Vittorio Erba, Florent Krzakala	Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers.	AISTATS	2024	DBLP BibTeX RDF
13	Shu-Bo Yang, Sanjula Kammammettu, Zukui Li	Data-driven distributionally robust chance-constrained optimization with large data set and outliers: Sequential sample removal algorithm for solution improvement.	Comput. Chem. Eng.	2023	DBLP DOI BibTeX RDF
13	Qiang Li 0019, Lei Huang 0001, Wei Liu 0001, Xinzhu Chen, Lifang Feng	Cold-Start Satellite Signal Acquisition Aided by an Antenna Array in the Presence of Outliers.	IEEE Trans. Veh. Technol.	2023	DBLP DOI BibTeX RDF
13	Bruno Imai, Qazi Nasir, Abdulhalim Shah Maulud, Muhammad Nawaz, Rizwan Nasir, Humbul Suleman	Neural network-based correlation and statistical identification of data outliers in H2S-alkanolamine-H2O and CO2-alkanolamine-H2O datasets.	Neural Comput. Appl.	2023	DBLP DOI BibTeX RDF
13	Dalil Hadjout, Abderrazak Sebaa, José F. Torres, Francisco Martínez-Álvarez	Electricity consumption forecasting with outliers handling based on clustering and deep learning with application to the Algerian market.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
13	John T. Gregg, Jason H. Moore	STAR_outliers: a python package that separates univariate outliers from non-normal distributions.	BioData Min.	2023	DBLP DOI BibTeX RDF
13	Nina Baumgartner, Christina Kranzinger, Stefan Kranzinger, Cory Snyder, Thomas Stöggl, Bernd Resch	Detecting Outliers in Cardiopulmonary Exercise Testing Data of Ski Racers - A Comparison of Methods and their Effect on the Performance of Fatigue Prediction.	Int. J. Comput. Sci. Sport	2023	DBLP DOI BibTeX RDF
13	David Muhr, Michael Affenzeller, Josef Küng	A Probabilistic Transformation of Distance-Based Outliers.	Mach. Learn. Knowl. Extr.	2023	DBLP DOI BibTeX RDF
13	Bingbo Cui, Wu Chen 0001, Duojie Weng, Xinhua Wei, Zeyu Sun, Yan Zhao, Yufei Liu	Observability-Constrained Resampling-Free Cubature Kalman Filter for GNSS/INS with Measurement Outliers.	Remote. Sens.	2023	DBLP DOI BibTeX RDF
13	Feng Wang 0044, Guoqing Zhou 0001, Jiali Xie, Bolin Fu, Haotian You, Jianjun Chen, Xue Shi, Bowen Zhou	An Automatic Hierarchical Clustering Method for the LiDAR Point Cloud Segmentation of Buildings via Shape Classification and Outliers Reassignment.	Remote. Sens.	2023	DBLP DOI BibTeX RDF
13	Junfang Bao, Jianli Li, Mengdi Wei, Chunyu Qu	An Improved Innovation Robust Outliers Detection Method for Airborne Array Position and Orientation Measurement System.	Remote. Sens.	2023	DBLP DOI BibTeX RDF
13	Baibing Ma, Ming Xu	Identifying Outliers of the MODIS Leaf Area Index Data by Including Temporal Patterns in Post-Processing.	Remote. Sens.	2023	DBLP DOI BibTeX RDF
13	Abdul Majid, Shakeel Ahmad, Muhammad Aslam, Muhammad Kashif	A robust Kibria-Lukman estimator for linear regression model to combat multicollinearity and outliers.	Concurr. Comput. Pract. Exp.	2023	DBLP DOI BibTeX RDF
13	Yuwei Wang, K. C. Ho 0001, Zhi Wang	Robust localization under NLOS environment in the presence of isolated outliers by full-Set TDOA measurements.	Signal Process.	2023	DBLP DOI BibTeX RDF
13	Antonella Mensi, David M. J. Tax, Manuele Bicego	Detecting outliers from pairwise proximities: Proximity isolation forests.	Pattern Recognit.	2023	DBLP DOI BibTeX RDF
13	Prateek R. Srivastava, Purnamrita Sarkar, Grani A. Hanasusanto	A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models with Outliers.	Oper. Res.	2023	DBLP DOI BibTeX RDF
13	Hui Li 0076, Liping Yan, Yuanqing Xia	Distributed Multiple Model Filtering for Markov Jump Systems With Measurement Outliers.	IEEE Trans. Aerosp. Electron. Syst.	2023	DBLP DOI BibTeX RDF
13	Shafaq Siddiqi, Faiza Qureshi, Stefanie N. Lindstaedt, Roman Kern	Detecting Outliers in Non-IID Data: A Systematic Literature Review.	IEEE Access	2023	DBLP DOI BibTeX RDF
13	Kouei Yamaoka, Taishi Nakashima, Yukoh Wakabayashi, Nobutaka Ono	Minimum-Spanning-Tree-Based Time Delay Estimation Robust to Outliers.	IEEE Access	2023	DBLP DOI BibTeX RDF
13	Shiloh Deitz	Outlier bias: AI classification of curb ramps, outliers, and context.	Big Data Soc.	2023	DBLP DOI BibTeX RDF
13	Ning Fu, Xiaodong Li, Pinjun Zheng, Liyan Qiao	A Weighted Convex Optimized Phase Retrieval Method for Short-Time Fourier Transform Measurement With Outliers.	IEEE Trans. Instrum. Meas.	2023	DBLP DOI BibTeX RDF
13	Jing Chen 0007, Manfeng Hu, Yanjun Liu 0001, Quanmin Zhu	Two Iterative Reweighted Algorithms for Systems Contaminated by Outliers.	IEEE Trans. Instrum. Meas.	2023	DBLP DOI BibTeX RDF
13	Ran Duan, Danda Pani Paudel, Chih-Yung Wen, Peng Lu 0003	Filtering 2D-3D Outliers by Camera Adjustment for Visual Odometry.	IEEE Trans. Instrum. Meas.	2023	DBLP DOI BibTeX RDF
13	Kheirolah Okhli, Mehdi Jabbari Nooghabi	On the three-component mixture of exponential distributions: A Bayesian framework to model data with multiple lower and upper outliers.	Math. Comput. Simul.	2023	DBLP DOI BibTeX RDF
13	Hui Chen, Engang Tian, Licheng Wang, Shuai Liu 0007	A Joint Online Strategy of Measurement Outliers Diagnosis and State of Charge Estimation for Lithium-Ion Batteries.	IEEE Trans. Ind. Informatics	2023	DBLP DOI BibTeX RDF
13	Hao Ma, Yan Wang 0049, Jie Yuan, Zhicheng Ji	Kernel-Based KPI-Oriented Fault Detection Approach in the Presence of Outliers.	IEEE Trans. Ind. Informatics	2023	DBLP DOI BibTeX RDF
13	Xiou Liao, Tongtong Wang, Guohua Zou	A Method for Detecting Outliers from the Gamma Distribution.	Axioms	2023	DBLP DOI BibTeX RDF
13	Wenxin Xiong, Ge Cheng, Christian Schindelhauer, Hing Cheung So	Robust Matrix Completion for Elliptic Positioning in the Presence of Outliers and Missing Data.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
13	Xiaofeng Tan, Can Gao, Jie Zhou 0009, Jiajun Wen 0001	Three-way decision-based co-detection for outliers.	Int. J. Approx. Reason.	2023	DBLP DOI BibTeX RDF
13	Viljami Sairanen, Jesper Andersson	Outliers in diffusion-weighted MRI: Exploring detection models and mitigation strategies.	NeuroImage	2023	DBLP DOI BibTeX RDF
13	Jing Ren, Wei-Qin Li	A robust maximum correntropy forecasting model for time series with outliers.	PeerJ Comput. Sci.	2023	DBLP DOI BibTeX RDF
13	Lei Zou 0003, Zidong Wang, Qing-Long Han, Dong Yue 0001	Tracking Control Under Round-Robin Scheduling: Handling Impulsive Transmission Outliers.	IEEE Trans. Cybern.	2023	DBLP DOI BibTeX RDF
13	Shen Yan, Zhou Gu, Ju H. Park 0001, Xiangpeng Xie	Sampled Memory-Event-Triggered Fuzzy Load Frequency Control for Wind Power Systems Subject to Outliers and Transmission Delays.	IEEE Trans. Cybern.	2023	DBLP DOI BibTeX RDF
13	Mustafa Cavus, Berna Yazici, Ahmet Sezer	Penalized power properties of the normality tests in the presence of outliers.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
13	Abdul Majid, Muhammad Aslam	The Almon M-estimator for the distributed lag model in the presence of outliers.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
13	Pablo J. Moya, Juan Francisco Muñoz, Encarnación Álvarez Verdejo, Francisco Javier Blanco-Encomienda	Rescaled bootstrap confidence intervals for the population variance in the presence of outliers or spikes in the distribution of a variable of interest.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
13	Muhammad Suhail, Sohail Chand, Muhammad Aslam	New quantile based ridge M-estimator for linear regression models with multicollinearity and outliers.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
13	A. M. Silva, M. Resende, Maicon Facco, A. R. de Morais, Marcelo Ângelo Cirillo	Robustness of interpretable components in relation to the effect of outliers using measures and circular distances.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
13	Abdul Majid, Muhammad Amin, Muhammad Aslam, Shakeel Ahmad	New robust ridge estimators for the linear regression model with outliers.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
13	Najmieh Maksaei, Abdolrahman Rasekh, Babak Babadi	Influence measures and outliers detection in linear mixed measurement error models with Ridge estimation.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
13	Serenay Kucuk, Baris Asikgil	A novel hybrid robust tapering approach for nonlinear regression in the presence of autocorrelation and outliers.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
13	Zahra Zafar, Muhammad Aslam	An adaptive weighted least squares ratio approach for estimation of heteroscedastic linear regression model in the presence of outliers.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
13	David L. Farnsworth	Modeling and Fitting Two-Way Tables Containing Outliers.	Int. J. Math. Math. Sci.	2023	DBLP DOI BibTeX RDF
13	Akanksha Agrawal 0001, Tanmay Inamdar 0002, Saket Saurabh 0001, Jie Xue 0003	Clustering what Matters: Optimal Approximation for Clustering with Outliers.	J. Artif. Intell. Res.	2023	DBLP DOI BibTeX RDF
13	Thimo Florian Schindler, Simon Schlicht, Klaus-Dieter Thoben	Towards Benchmarking for Evaluating Machine Learning Methods in Detecting Outliers in Process Datasets.	Comput.	2023	DBLP DOI BibTeX RDF
13	Edin Salkovic, Mohammad Amin Sadeghi, Abdelkader Baggag, Ahmed Gamal Rashed Salem, Halima Bensmail	OutSingle: a novel method of detecting and injecting outliers in RNA-Seq count data using the optimal hard threshold for singular values.	Bioinform.	2023	DBLP DOI BibTeX RDF
13	Lu Han, Dachuan Xu, Yicheng Xu, Ping Yang	Approximation algorithms for the individually fair k-center with outliers.	J. Glob. Optim.	2023	DBLP DOI BibTeX RDF
13	M. Sajid, Ashwani Kumar Malik, M. Tanveer 0001	Intuitionistic Fuzzy Broad Learning System: Enhancing Robustness Against Noise and Outliers.	CoRR	2023	DBLP DOI BibTeX RDF
13	Deeparnab Chakrabarty, Luc Côté, Ankita Sarkar	Fault-tolerant k-Supplier with Outliers.	CoRR	2023	DBLP DOI BibTeX RDF
13	Marc Boullé	Two-level histograms for dealing with outliers and heavy tail distributions.	CoRR	2023	DBLP DOI BibTeX RDF
13	Mark de Berg, Leyla Biabani, Morteza Monemizadeh	k-Center Clustering with Outliers in the MPC and Streaming Model.	CoRR	2023	DBLP DOI BibTeX RDF
13	Phuoc Nguyen, Truyen Tran 0001, Sunil Gupta 0001, Thin Nguyen, Svetha Venkatesh	Root Cause Explanation of Outliers under Noisy Mechanisms.	CoRR	2023	DBLP DOI BibTeX RDF
13	Gao Huang, Song Li, Hang Xu	Robust Outlier Bound Condition to Phase Retrieval with Adversarial Sparse Outliers.	CoRR	2023	DBLP DOI BibTeX RDF
13	Hiba Arnaout, Simon Razniewski, Jeff Z. Pan	Wiki-based Communities of Interest: Demographics and Outliers.	CoRR	2023	DBLP DOI BibTeX RDF
13	Misha Glazunov, Apostolis Zarras	Vacant Holes for Unsupervised Detection of the Outliers in Compact Latent Representation.	CoRR	2023	DBLP DOI BibTeX RDF
13	Haleh Akrami, Omar Zamzam, Anand A. Joshi, Sergül Aydöre, Richard M. Leahy	Beta quantile regression for robust estimation of uncertainty in the presence of outliers.	CoRR	2023	DBLP DOI BibTeX RDF
13	Rajni Dabas, Neelima Gupta, Tanmay Inamdar 0002	FPT Approximations for Capacitated/Fair Clustering with Outliers.	CoRR	2023	DBLP DOI BibTeX RDF
13	Elan Rosenfeld, Andrej Risteski	Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization.	CoRR	2023	DBLP DOI BibTeX RDF
13	Jeff Shen, Peter Melchior	Multiscale Feature Attribution for Outliers.	CoRR	2023	DBLP DOI BibTeX RDF
13	Christopher Rieser, Anne Ruiz-Gazen, Christine Thomas-Agnan	Edgewise outliers of network indexed signals.	CoRR	2023	DBLP DOI BibTeX RDF
13	Katharine M. Clark, Paul D. McNicholas	Clustering Three-Way Data with Outliers.	CoRR	2023	DBLP DOI BibTeX RDF
13	Yelysei Bondarenko, Markus Nagel, Tijmen Blankevoort	Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing.	CoRR	2023	DBLP DOI BibTeX RDF
13	Hu Ding, Ruomin Huang, Kai Liu 0001, Haikuo Yu, Zixiu Wang	Randomized Greedy Algorithms and Composable Coreset for k-Center Clustering with Outliers.	CoRR	2023	DBLP DOI BibTeX RDF
13	Changhun Lee, Jungyu Jin, Taesu Kim, Hyungjun Kim, Eunhyeok Park	OWQ: Lessons learned from activation outliers for weight quantization in large language models.	CoRR	2023	DBLP DOI BibTeX RDF
13	Moritz Buchem, Katja Ettmayr, Hugo K. K. Rosado, Andreas Wiese	A (3+ε)-approximation algorithm for the minimum sum of radii problem with outliers and extensions for generalized lower bounds.	CoRR	2023	DBLP DOI BibTeX RDF
13	Nicolas Dupin, Frank Nielsen	Partial k-means to avoid outliers, mathematical programming formulations, complexity results.	CoRR	2023	DBLP DOI BibTeX RDF
13	Bogumil Kaminski, Pawel Pralat, François Théberge	Artificial Benchmark for Community Detection with Outliers (ABCD+o).	CoRR	2023	DBLP DOI BibTeX RDF
13	Hu Ding	Sublinear Time Algorithms for Several Geometric Optimization (With Outliers) Problems In Machine Learning.	CoRR	2023	DBLP DOI BibTeX RDF
13	Yuhao Yi, Ronghui You, Hong Liu, Changxin Liu, Yuan Wang, Jiancheng Lv	Near-Optimal Resilient Aggregation Rules for Distributed Learning Using 1-Center and 1-Mean Clustering with Outliers.	CoRR	2023	DBLP DOI BibTeX RDF