Search results for "outliers"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Boyang Li, Weisheng Xu, Zhiyu Xu, Jiaxin Li, Peng Peng	A two-domain coordinated sentence similarity scheme for question-answering robots regarding unpredictable outliers and non-orthogonal categories.	Appl. Intell.	2021	DBLP DOI BibTeX RDF
13	Lei Zou 0003, Zidong Wang, Hang Geng, Xiaohui Liu 0001	Set-Membership Filtering Subject to Impulsive Measurement Outliers: A Recursive Algorithm.	IEEE CAA J. Autom. Sinica	2021	DBLP DOI BibTeX RDF
13	Waleed A. Yousef, Issa Traoré, William Briguglio	UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring.	IEEE Trans. Inf. Forensics Secur.	2021	DBLP DOI BibTeX RDF
13	Adam Niewiadomski, Agnieszka Duraj	Detecting and Recognizing Outliers in Datasets via Linguistic Information and Type-2 Fuzzy Logic.	Int. J. Fuzzy Syst.	2021	DBLP DOI BibTeX RDF
13	Kelly C. Ramos Da Silva, Helder L. Costa De Oliveira, André C. P. L. F. de Carvalho	Performance evaluation of outlier rules for labelling outliers in multidimensional dataset.	Int. J. Bus. Intell. Data Min.	2021	DBLP DOI BibTeX RDF
13	Evangelos Kafantaris, Ian Piper, Tsz-Yan Milly Lo, Javier Escudero	Assessment of Outliers and Detection of Artifactual Network Segments Using Univariate and Multivariate Dispersion Entropy on Physiological Signals.	Entropy	2021	DBLP DOI BibTeX RDF
13	Agnieszka Nowak-Brzezinska, Weronika Lazarz	Qualitative Data Clustering to Detect Outliers.	Entropy	2021	DBLP DOI BibTeX RDF
13	Khurram Ali, Muhammad Tahir 0003	Maximum likelihood-based robust state estimation over a horizon length during measurement outliers.	Trans. Inst. Meas. Control	2021	DBLP DOI BibTeX RDF
13	Mingzhu Zhu, Yaoqing Hu, Junzhi Yu, Bingwei He, Jiantao Liu	Find Outliers of Image Edge Consistency by Weighted Local Linear Regression with Equality Constraints.	Sensors	2021	DBLP DOI BibTeX RDF
13	Andrea Ponzoni	Morphological Effects in SnO2 Chemiresistors for Ethanol Detection: A Review in Terms of Central Performances and Outliers.	Sensors	2021	DBLP DOI BibTeX RDF
13	Konstantin E. Tikhomirov, Pierre Youssef	Outliers in spectrum of sparse Wigner matrices.	Random Struct. Algorithms	2021	DBLP DOI BibTeX RDF
13	Parakramaweera Sunil Dharmapala	Detecting outliers in DEA after correcting biases in efficiency scores using simulated beta samples.	Int. J. Math. Oper. Res.	2021	DBLP DOI BibTeX RDF
13	Mohamed Jaward Bah, Hongzhi Wang 0001, Li-Hui Zhao, Ji Zhang 0001, Jie Xiao	EMM-CLODS: An Effective Microcluster and Minimal Pruning CLustering-Based Technique for Detecting Outliers in Data Streams.	Complex.	2021	DBLP DOI BibTeX RDF
13	Simon Wessing	Towards Basin Identification Methods with Robustness Against Outliers.	Metaheuristics for Finding Multiple Solutions	2021	DBLP DOI BibTeX RDF
13	Cristiane Gea, Janio Lima, Eduardo Bezerra 0002, Eduardo S. Ogasawara	Análise de métodos de tratamento de outliers para predição dos retornos de índices de ações negociados em bolsa.	SBBD	2021	DBLP DOI BibTeX RDF
13	Yuanyuan Wei 0005, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh	MSD-Kmeans: A Hybrid Algorithm for Efficient Detection of Global and Local Outliers.	BigDataSE	2021	DBLP DOI BibTeX RDF
13	Jingnan Shi, Heng Yang 0002, Luca Carlone	ROBIN: a Graph-Theoretic Approach to Reject Outliers in Robust Estimation using Invariants.	ICRA	2021	DBLP DOI BibTeX RDF
13	Chao-Chung Peng	K-means based RANSAC Algorithm for ICP Registration of 3D Point Cloud with Dense Outliers.	ICCE-TW	2021	DBLP DOI BibTeX RDF
13	Dongjin Lee, Kijung Shin	Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and Outliers.	ICDE	2021	DBLP DOI 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.	IROS	2021	DBLP DOI BibTeX RDF
13	Adam Niewiadomski, Marcin Kacprowicz, Monika Bartczak	Outliers Detection In Graph-Represented Databases Using Fuzzy Rules.	PACIS	2021	DBLP BibTeX RDF
13	Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao	A Stochastic Block Model Based Approach to Detect Outliers in Networks.	DEXA (1)	2021	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.	QRS	2021	DBLP DOI BibTeX RDF
13	Mark de Berg, Morteza Monemizadeh, Yu Zhong	k-Center Clustering with Outliers in the Sliding-Window Model.	ESA	2021	DBLP DOI BibTeX RDF
13	Tanvi Bajpai, Deeparnab Chakrabarty, Chandra Chekuri, Maryam Negahbani	Revisiting Priority k-Center: Fairness and Outliers.	ICALP	2021	DBLP DOI BibTeX RDF
13	Anindita Desarkar, Ajanta Das	Machine Learning Techniques to Analyze Pandemic-Induced Economic Outliers.	FICTA (2)	2021	DBLP DOI BibTeX RDF
13	Shaoxu Song, Fei Gao, Ruihong Huang, Yihan Wang	On Saving Outliers for Better Clustering over Noisy Data.	SIGMOD Conference	2021	DBLP DOI BibTeX RDF
13	Agnes Koschmider, Kay Kaczmarek, Mathias Krause, Sebastiaan J. van Zelst	Demystifying Noise and Outliers in Event Logs: Review and Future Directions.	Business Process Management Workshops	2021	DBLP DOI BibTeX RDF
13	Mingliang Hou, Jing Ren 0001, Falih Febrinanto, Ahsan Shehzad, Feng Xia 0001	Cross Network Representation Matching with Outliers.	ICDM (Workshops)	2021	DBLP DOI BibTeX RDF
13	Shonosuke Sugasawa, Shintaro Hashimoto	Robust Bayesian Changepoint Analysis in the Presence of Outliers.	KES-IDT	2021	DBLP DOI BibTeX RDF
13	Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam	Graph Neural Network to Dilute Outliers for Refactoring Monolith Application.	AAAI	2021	DBLP DOI BibTeX RDF
13	Justyna Tyran, Lukasz Chomatek	Influence of outliers in MOBA games winner prediction.	KES	2021	DBLP DOI BibTeX RDF
13	Agnieszka Nowak-Brzezinska, Czeslaw Horyn	Outliers in Covid 19 data based on Rule representation - the analysis of LOF algorithm.	KES	2021	DBLP DOI BibTeX RDF
13	Agnieszka Duraj, Piotr S. Szczepaniak	Linguistic Summaries Using Interval-Valued Fuzzy Representation of Imprecise Information - An Innovative Tool for Detecting Outliers.	ICCS (6)	2021	DBLP DOI BibTeX RDF
13	Stefano Fiscale, Pasquale De Luca, Laura Inno, Livia Marcellino, Ardelio Galletti, Alessandra Rotundi, Angelo Ciaramella, Giovanni Covone, Elisa Quintana	A GPU Algorithm for Outliers Detection in TESS Light Curves.	ICCS (5)	2021	DBLP DOI BibTeX RDF
13	Zhengyang Guo, Yi Li 0002	Geometric Cover with Outliers Removal.	STACS	2021	DBLP DOI BibTeX RDF
13	Barani Shaju, N. Valliammal	An Advanced Deep Learning Approach for Nickel Price Prediction Model Evading Outliers Using Enhanced Multikernel LSTM.	HIS	2021	DBLP DOI BibTeX RDF
13	Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava 0001, Youcef Djenouri, Jimmy Ming-Tai Wu	Detection of Trajectory Outliers in Intelligent Transportation Systems.	IEEE BigData	2021	DBLP DOI BibTeX RDF
13	Abinash Borah, Le Gruenwald, Eleazar Leal, Egawati Panjei	A GPU Algorithm for Detecting Contextual Outliers in Multiple Concurrent Data Streams.	IEEE BigData	2021	DBLP DOI BibTeX RDF
13	Ivan Ostroumov, Nataliia Kuzmenko	Outliers Detection in Unmanned Aerial System Data.	ACIT	2021	DBLP DOI BibTeX RDF
13	Jeremy Tan, Benjamin Hou, Thomas G. Day, John M. Simpson, Daniel Rueckert, Bernhard Kainz	Detecting Outliers with Poisson Image Interpolation.	MICCAI (5)	2021	DBLP DOI BibTeX RDF
13	Jeremy Tan, Turkay Kart, Benjamin Hou, James Batten, Bernhard Kainz	MetaDetector: Detecting Outliers by Learning to Learn from Self-supervision.	MIDOG/MOOD/Learn2Reg@MICCAI	2021	DBLP DOI 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.	NeurIPS	2021	DBLP BibTeX RDF
13	Zixiu Wang, Yiwen Guo, Hu Ding	Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems.	NeurIPS	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.	NeurIPS	2021	DBLP BibTeX RDF
13	Tim van Erven, Sarah Sachs, Wouter M. Koolen, Wojciech Kotlowski	Robust Online Convex Optimization in the Presence of Outliers.	COLT	2021	DBLP BibTeX RDF
13	Sai Ji, Min Li 0028, Mei Liang, Zhenning Zhang	Approximation Algorithm for Min-Max Correlation Clustering Problem with Outliers.	COCOA	2021	DBLP DOI BibTeX RDF
13	Shili Yan, Bing Tang, Jincheng Luo, Xing Fu, Xiaoyuan Zhang	Unsupervised Anomaly Detection with Variational Auto-Encoder and Local Outliers Factor for KPIs.	ISPA/BDCloud/SocialCom/SustainCom	2021	DBLP DOI BibTeX RDF
13	Qingqing Li, Huifang Ma, Ju Li 0004, Zhixin Li 0001, Yanbing Jiang	Incorporating User Preference into Multi-community and Outliers Search.	IJCNN	2021	DBLP DOI BibTeX RDF
13	Oleg Rudenko, Oleksandr Bezsonov	Robust Training of ADALINA Based on the Criterion of the Maximum Correntropy in the Presence of Outliers and Correlated Noise.	COLINS	2021	DBLP BibTeX RDF
13	Shu-Yuan Wang, Zi-Jiang Yang	State Estimation under Outliers by the Maximum Correntropy Extended Kalman Filter.	SICE	2021	DBLP BibTeX RDF
13	Sandip Banerjee, Rafail Ostrovsky, Yuval Rabani	Min-Sum Clustering (With Outliers).	APPROX-RANDOM	2021	DBLP DOI BibTeX RDF
13	Dequn Liu, Quanbing Zhang, Aoya Li, Sufan Wang	Phase retrieval with outliers based on smoothing function.	ICCBN	2021	DBLP DOI BibTeX RDF
13	Dionysis Manousakas, Cecilia Mascolo	β-Cores: Robust Large-Scale Bayesian Data Summarization in the Presence of Outliers.	WSDM	2021	DBLP DOI BibTeX RDF
13	Matej Grcic, Petra Bevandic, Sinisa Segvic	Dense Open-set Recognition with Synthetic Outliers Generated by Real NVP.	VISIGRAPP (4: VISAPP)	2021	DBLP DOI BibTeX RDF
13	Inés Alvarez-Icaza Longoria, Arturo Molina 0001, Rogelio Bustamante-Bello	Smart and Connected Systems for the Non-typical User: Design Methodology to Observe the Outliers.	AHFE (2)	2021	DBLP DOI BibTeX RDF
13	Zhenyu Zhang 0009, Ryan Hildebrant, Fatemeh Asgarinejad, Nalini Venkatasubramanian, Shangping Ren	Improving Process Discovery Results by Filtering Out Outliers from Event Logs with Hidden Markov Models.	CBI (1)	2021	DBLP DOI BibTeX RDF
13	Yogesh Dahiya, Fedor V. Fomin, Fahad Panolan, Kirill Simonov	Fixed-Parameter and Approximation Algorithms for PCA with Outliers.	ICML	2021	DBLP BibTeX RDF
13	Tommaso d'Orsi, Gleb Novikov, David Steurer	Consistent regression when oblivious outliers overwhelm.	ICML	2021	DBLP BibTeX RDF
13	Pierre Laforgue, Guillaume Staerman, Stéphan Clémençon	Generalization Bounds in the Presence of Outliers: a Median-of-Means Study.	ICML	2021	DBLP BibTeX RDF
13	Jingwei Qu, Haibin Ling, Chenrui Zhang, Xiaoqing Lyu, Zhi Tang 0001	Adaptive Edge Attention for Graph Matching with Outliers.	IJCAI	2021	DBLP DOI BibTeX RDF
13	Jake Gonzalez, Tommy Dang	OutViz: Visualizing the Outliers of Multivariate Time Series.	IAIT	2021	DBLP DOI BibTeX RDF
13	Lunjia Hu, Omer Reingold	Robust Mean Estimation on Highly Incomplete Data with Arbitrary Outliers.	AISTATS	2021	DBLP BibTeX RDF
13	Fan Yuan, Luhong Diao, Donglei Du, Lei Liu 0039	Distributed Fair k-Center Clustering Problems with Outliers.	PDCAT	2021	DBLP DOI BibTeX RDF
13	Yan Zheng, Daiki Suehiro, Seiichi Uchida	Top-Rank Learning Robust to Outliers.	ICONIP (3)	2021	DBLP DOI BibTeX RDF
13	Mahshid Montazer Qaem	New Outliers Removal and Machine Learning Augmented Algorithms.		2021	RDF
13	Biao Wang, Zhizhong Mao	Detecting outliers in industrial systems using a hybrid ensemble scheme.	Neural Comput. Appl.	2020	DBLP DOI BibTeX RDF
13	Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori 0001	Reducing distance computations for distance-based outliers.	Expert Syst. Appl.	2020	DBLP DOI BibTeX RDF
13	Anna V. Little, Mauro Maggioni, James M. Murphy	Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms.	J. Mach. Learn. Res.	2020	DBLP BibTeX RDF
13	Alberto Fernández Oliva, Francisco Maciá Pérez, José Vicente Berná-Martínez, Miguel Alfonso Abreu Ortega	A Method Non-Deterministic and Computationally Viable for Detecting Outliers in Large Datasets.	J. Inf. Sci. Eng.	2020	DBLP BibTeX RDF
13	Chunggil Jung, Yonggwan Lee, Jiwan Lee, Seongjoon Kim	Performance Evaluation of the Multiple Quantile Regression Model for Estimating Spatial Soil Moisture after Filtering Soil Moisture Outliers.	Remote. Sens.	2020	DBLP DOI BibTeX RDF
13	Leonardo Trujillo, Uriel López, Pierrick Legrand	SOAP: Semantic outliers automatic preprocessing.	Inf. Sci.	2020	DBLP DOI BibTeX RDF
13	Xin Liu 0038	Identification of LPV Systems in the Presence of Outliers and Time-Varying Delays.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Jiahao Zhang, Shesheng Gao, Xiaomin Qi, Jiahui Yang, Juan Xia, Bingbing Gao	Distributed Robust Cubature Information Filtering for Measurement Outliers in Wireless Sensor Networks.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Ki-Seong Lee, Chan-Gun Lee	Identifying Semantic Outliers of Source Code Artifacts and Their Application to Software Architecture Recovery.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Min Zhao, Jinglei Liu	Adaptive Graph Regularized Low-Rank Matrix Factorization With Noise and Outliers for Clustering.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Fode Zhang, Hon Keung Tony Ng, Yimin Shi	Mis-specification analysis of Wiener degradation models by using f-divergence with outliers.	Reliab. Eng. Syst. Saf.	2020	DBLP DOI BibTeX RDF
13	Liang Tang, Zhongming Zhao, Ping Tang, Haijun Yang	SURE-based optimum-length S-G filter to reconstruct NDVI time series iteratively with outliers removal.	Int. J. Wavelets Multiresolution Inf. Process.	2020	DBLP DOI BibTeX RDF
13	Kuaini Wang, Jinde Cao, Huimin Pei	Robust extreme learning machine in the presence of outliers by iterative reweighted algorithm.	Appl. Math. Comput.	2020	DBLP DOI BibTeX RDF
13	Hongwei Sun, Yuehua Cui, Hui Wang, Haixia Liu, Tong Wang 0019	Comparison of methods for the detection of outliers and associated biomarkers in mislabeled omics data.	BMC Bioinform.	2020	DBLP DOI BibTeX RDF
13	Farah Naz, Tahir Nawaz 0004, Tianxiao Pang, Muhammad Abid	Use of Nonconventional Dispersion Measures to Improve the Efficiency of Ratio-Type Estimators of Variance in the Presence of Outliers.	Symmetry	2020	DBLP DOI BibTeX RDF
13	Konstantinos Slavakis, Sinjini Banerjee	Robust Hierarchical-Optimization RLS Against Sparse Outliers.	IEEE Signal Process. Lett.	2020	DBLP DOI BibTeX RDF
13	Zehua Yu, Jun Li 0007, Qinghua Guo 0001, Ting Sun	Message Passing Based Robust Target Localization in Distributed MIMO Radars in the Presence of Outliers.	IEEE Signal Process. Lett.	2020	DBLP DOI BibTeX RDF
13	Zheng Wang 0037, Feiping Nie 0001, Canyu Zhang, Rong Wang 0001, Xuelong Li 0001	Capped ℓp-Norm LDA for Outliers Robust Dimension Reduction.	IEEE Signal Process. Lett.	2020	DBLP DOI BibTeX RDF
13	Jiaqiu Ai, Qiwu Luo, Xuezhi Yang, Zhiping Yin, Hao Xu	Outliers-Robust CFAR Detector of Gaussian Clutter Based on the Truncated-Maximum-Likelihood- Estimator in SAR Imagery.	IEEE Trans. Intell. Transp. Syst.	2020	DBLP DOI BibTeX RDF
13	Elisa Ferrari, Paolo Bosco, Sara Calderoni, Piernicola Oliva, Letizia Palumbo, Giovanna Spera, Maria Evelina Fantacci, Alessandra Retico	Dealing with confounders and outliers in classification medical studies: The Autism Spectrum Disorders case study.	Artif. Intell. Medicine	2020	DBLP DOI BibTeX RDF
13	Nonso Alex Nnamoko, Ioannis Korkontzelos	Efficient treatment of outliers and class imbalance for diabetes prediction.	Artif. Intell. Medicine	2020	DBLP DOI BibTeX RDF
13	Hirofumi Fujita, Tetsu Matsukawa, Einoshin Suzuki	Detecting outliers with one-class selective transfer machine.	Knowl. Inf. Syst.	2020	DBLP DOI BibTeX RDF
13	Fatih Tüzen, Semra Erbas, Hülya Olmus	A simulation study for count data models under varying degrees of outliers and zeros.	Commun. Stat. Simul. Comput.	2020	DBLP DOI BibTeX RDF
13	Fatma Yerlikaya-Özkurt, Pakize Taylan	New computational methods for classification problems in the existence of outliers based on conic quadratic optimization.	Commun. Stat. Simul. Comput.	2020	DBLP DOI BibTeX RDF
13	Martin Lindfors, Tianshi Chen 0001	Regularized LTI system identification in the presence of outliers: A variational EM approach.	Autom.	2020	DBLP DOI BibTeX RDF
13	Francesco Battaglia 0001, Domenico Cucina, Manuel Rizzo	Detection and estimation of additive outliers in seasonal time series.	Comput. Stat.	2020	DBLP DOI BibTeX RDF
13	Jifu Zhang, Xiaolong Yu, Yaling Xun, Sulan Zhang, Xiao Qin 0001	Scalable Mining of Contextual Outliers Using Relevant Subspace.	IEEE Trans. Syst. Man Cybern. Syst.	2020	DBLP DOI BibTeX RDF
13	Bin Liu 0021, Yu Qi, Ke-Jia Chen 0001	Sequential online prediction in the presence of outliers and change points: An instant temporal structure learning approach.	Neurocomputing	2020	DBLP DOI BibTeX RDF
13	LeXian Liang	Precise iterative closest point algorithm for RGB-D data registration with noise and outliers.	Neurocomputing	2020	DBLP DOI BibTeX RDF
13	Jiaxi Wang, Karel Mundnich, Allison T. Knoll, Pat Levitt, Shrikanth Narayanan	Bringing in the outliers: A sparse subspace clustering approach to learn a dictionary of mouse ultrasonic vocalizations.	CoRR	2020	DBLP BibTeX RDF
13	Longhui Wei, An Xiao, Lingxi Xie, Xin Chen 0033, Xiaopeng Zhang 0008, Qi Tian 0001	Circumventing Outliers of AutoAugment with Knowledge Distillation.	CoRR	2020	DBLP BibTeX RDF
13	Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Parijat Dube	Detection of data drift and outliers affecting machine learning model performance over time.	CoRR	2020	DBLP BibTeX RDF
13	Tommaso d'Orsi, Gleb Novikov, David Steurer	Regress Consistently when Oblivious Outliers Overwhelm.	CoRR	2020	DBLP BibTeX RDF
13	Hu Ding, Ruizhe Qin, Jiawei Huang	The Effectiveness of Johnson-Lindenstrauss Transform for High Dimensional Optimization with Outliers.	CoRR	2020	DBLP BibTeX RDF