Search results for "Outlier"

Hits ?▲	Authors	Title	Venue	Year	Link
10	En Wang, Mijia Zhang, Wenbin Liu, Haoyi Xiong, Bo Yang 0002, Yongjian Yang, Jie Wu 0001	Outlier-Concerned Data Completion Exploiting Intra- and Inter-Data Correlations in Sparse CrowdSensing.	IEEE/ACM Trans. Netw.	2023	DBLP DOI BibTeX RDF
10	Yangtianze Tao, Stephen Shing-Toung Yau	Outlier-Robust Iterative Extended Kalman Filtering.	IEEE Signal Process. Lett.	2023	DBLP DOI BibTeX RDF
10	Qiong Chen, Liangru Xie, Lirong Zeng, Sining Jiang, Weiping Ding 0001, Xiaomeng Huang, Hao Wang 0003	Neighborhood Rough Residual Network-Based Outlier Detection Method in IoT-Enabled Maritime Transportation Systems.	IEEE Trans. Intell. Transp. Syst.	2023	DBLP DOI BibTeX RDF
10	Mingyuan Xu, Haiyun Guo, Yuheng Jia, Zhitao Dai, Jinqiao Wang	Pseudo Label Rectification With Joint Camera Shift Adaptation and Outlier Progressive Recycling for Unsupervised Person Re-Identification.	IEEE Trans. Intell. Transp. Syst.	2023	DBLP DOI BibTeX RDF
10	Huan Luo, Stephanie German Paal	A novel outlier-insensitive local support vector machine for robust data-driven forecasting in engineering.	Eng. Comput.	2023	DBLP DOI BibTeX RDF
10	Lingxiao Zhao, Leman Akoglu	On Using Classification Datasets to Evaluate Graph Outlier Detection: Peculiar Observations and New Insights.	Big Data	2023	DBLP DOI BibTeX RDF
10	Chen Tao	Applications of Bayesian Neural Networks in Outlier Detection.	Big Data	2023	DBLP DOI BibTeX RDF
10	Yichen Sun, Chi-Man Vong, Shitong Wang 0001	Fast AUC Maximization Learning Machine With Simultaneous Outlier Detection.	IEEE Trans. Cybern.	2023	DBLP DOI BibTeX RDF
10	Jun Cheng 0004, Lidan Liang, Jinde Cao, Quanxin Zhu	Outlier-Resistant State Estimation for Singularly Perturbed Complex Networks With Nonhomogeneous Sojourn Probabilities.	IEEE Trans. Cybern.	2023	DBLP DOI BibTeX RDF
10	Wandong Zhang, Q. M. Jonathan Wu, W. G. Will Zhao, Haojin Deng, Yimin Yang	Hierarchical One-Class Model With Subnetwork for Representation Learning and Outlier Detection.	IEEE Trans. Cybern.	2023	DBLP DOI BibTeX RDF
10	Emmanuel Alphonsus Akpan, Kazeem Etitayo Lasisi, Imoh Udo Moffat, Ubon Akpan Abasiekwere	Appraisal of excess Kurtosis through outlier-modified GARCH-type models.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
10	Naci Murat	Outlier detection in statistical modeling via multivariate adaptive regression splines.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
10	Eleni Kamenou, Jesús Martínez del Rincón, Paul Miller 0003, Patricia Devlin-Hill, Samuel Budgett, Federico Angelini, Charlotte Grinyer	LOFReg: An outlier-based regulariser for deep metric learning.	Comput. Vis. Image Underst.	2023	DBLP DOI BibTeX RDF
10	Haiming Zeng, Hongzhi Xie, Kai Yuan, Biwei Liu, Xiaolin Deng, Li Wang	A hierarchical outlier detection method for spare parts transaction.	Int. J. Space Based Situated Comput.	2023	DBLP DOI BibTeX RDF
10	Bogang Qu, Zidong Wang, Bo Shen 0001, Hongli Dong	Decentralized dynamic state estimation for multi-machine power systems with non-Gaussian noises: Outlier detection and localization.	Autom.	2023	DBLP DOI BibTeX RDF
10	Yongqian Sun, Daguo Cheng, Tiankai Yang, Yuhe Ji, Shenglin Zhang, Man Zhu, Xiao Xiong, Qiliang Fan, Minghan Liang, Dan Pei, Tianchi Ma, Yu Chen	Efficient and Robust KPI Outlier Detection for Large-Scale Datacenters.	IEEE Trans. Computers	2023	DBLP DOI BibTeX RDF
10	Boddu L. V. Siva Rama Krishna, V. Mahalakshmi, Gopala Krishna Murthy Nookala	Modelling a stacked dense network model for outlier prediction over medical-based heart prediction data.	J. High Speed Networks	2023	DBLP DOI BibTeX RDF
10	Sajal Saha, Anwar Haque, Greg Sidebottom	Analyzing the Impact of Outlier Data Points on Multi-Step Internet Traffic Prediction Using Deep Sequence Models.	IEEE Trans. Netw. Serv. Manag.	2023	DBLP DOI BibTeX RDF
10	Hang Geng, Zidong Wang, Jun Hu 0004, Qing-Long Han, Yuhua Cheng 0001	Variance-Constrained Filter Design With Sensor Resolution Under Round-Robin Communication Protocol: An Outlier-Resistant Mechanism.	IEEE Trans. Syst. Man Cybern. Syst.	2023	DBLP DOI BibTeX RDF
10	Koushik Mallick, Sikim Chakraborty, Saurav Mallik, Sanghamitra Bandyopadhyay	A scalable unsupervised learning of scRNAseq data detects rare cells through integration of structure-preserving embedding, clustering and outlier detection.	Briefings Bioinform.	2023	DBLP DOI BibTeX RDF
10	Huosong Xia, Wuyue An, Zuopeng Justin Zhang	Credit Risk Models for Financial Fraud Detection: A New Outlier Feature Analysis Method of XGBoost With SMOTE.	J. Database Manag.	2023	DBLP DOI BibTeX RDF
10	Chia-Heng Yen, Chun-Teng Chen, Cheng-Yen Wen, Ying-Yen Chen, Jih-Nung Lee, Shu-Yi Kao, Kai-Chiang Wu, Mango Chia-Tso Chao	CNN-Based Stochastic Regression for IDDQ Outlier Identification.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2023	DBLP DOI BibTeX RDF
10	Ignacio Aguilera-Martos, Marta García-Bárzana, Diego García-Gil, Jacinto Carrasco, David López, Julián Luengo, Francisco Herrera	Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study.	Neurocomputing	2023	DBLP DOI BibTeX RDF
10	Madalina Olteanu, Fabrice Rossi, Florian Yger	Meta-survey on outlier and anomaly detection.	Neurocomputing	2023	DBLP DOI BibTeX RDF
10	Daeseong Jeon, Junyoup Lee, Joon Mo Ahn, Changyong Lee	Measuring the novelty of scientific publications: A fastText and local outlier factor approach.	J. Informetrics	2023	DBLP DOI BibTeX RDF
10	Xiaowu Deng, Yuanquan Shi, Dunhong Yao	Outlier detection toward high-dimensional industrial data using extreme tensor-train learning machine with compression.	J. King Saud Univ. Comput. Inf. Sci.	2023	DBLP DOI BibTeX RDF
10	Enwen Hu, Lei Sun	VODRAC: Efficient and robust correspondence-based point cloud registration with extreme outlier ratios.	J. King Saud Univ. Comput. Inf. Sci.	2023	DBLP DOI BibTeX RDF
10	Takayasu Fushimi, Kazumi Saito, Hiroshi Motoda	Constructing outlier-free histograms with variable bin-width based on distance minimization.	Intell. Data Anal.	2023	DBLP DOI BibTeX RDF
10	Aditya Deshmukh, Jing Liu, Venugopal V. Veeravalli	Robust Mean Estimation in High Dimensions: An Outlier-Fraction Agnostic and Efficient Algorithm.	IEEE Trans. Inf. Theory	2023	DBLP DOI BibTeX RDF
10	Zheng Li, Yue Zhao 0016, Xiyang Hu, Nicola Botta, Cezar Ionescu, George H. Chen	ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions.	IEEE Trans. Knowl. Data Eng.	2023	DBLP DOI BibTeX RDF
10	Pengyun Zhu, Chaowei Zhang, Xiaofeng Li, Jifu Zhang, Xiao Qin 0001	A High-Dimensional Outlier Detection Approach Based on Local Coulomb Force.	IEEE Trans. Knowl. Data Eng.	2023	DBLP DOI BibTeX RDF
10	Maximilian Toller, Bernhard C. Geiger, Roman Kern	Cluster Purging: Efficient Outlier Detection Based on Rate-Distortion Theory.	IEEE Trans. Knowl. Data Eng.	2023	DBLP DOI BibTeX RDF
10	Lu Yin 0006, You Wu, Zhenyu Zhang 0015, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Mykola Pechenizkiy, Yi Liang, Zhangyang Wang, Shiwei Liu	Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity.	CoRR	2023	DBLP DOI BibTeX RDF
10	Luke Sperling, Sandeep S. Kulkarni	Privacy-Preserving Methods for Outlier-Resistant Average Consensus and Shallow Ranked Vote Leader Election.	CoRR	2023	DBLP DOI BibTeX RDF
10	Abhishek Verma, Virender Ranga	CoSec-RPL: detection of copycat attacks in RPL based 6LoWPANs using outlier analysis.	CoRR	2023	DBLP DOI BibTeX RDF
10	Vyoma Raman, Eve Fleisig, Dan Klein	Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Chen-Han Tsai, Yu-Shao Peng	RANSAC-NN: Unsupervised Image Outlier Detection using RANSAC.	CoRR	2023	DBLP DOI BibTeX RDF
10	Jaemin Yoo, Yue Zhao 0016, Lingxiao Zhao, Leman Akoglu	DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Qi Yang, Hao Zhu	Cascade Subspace Clustering for Outlier Detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	A. Ravishankar Rao, Daniel J. B. Clarke, Subrata Garai, Soumyabrata Dey	A system for exploring big data: an iterative k-means searchlight for outlier detection on open health data.	CoRR	2023	DBLP DOI BibTeX RDF
10	Na Li, Yiyang Qi, Ruyue Xin, Zhiming Zhao	Ocean Data Quality Assessment through Outlier Detection-enhanced Active Learning.	CoRR	2023	DBLP DOI BibTeX RDF
10	Zerun Wang, Ling Xiao 0001, Liuyu Xiang, Zhaotian Weng, Toshihiko Yamasaki	Online Open-set Semi-supervised Object Detection via Semi-supervised Outlier Filtering.	CoRR	2023	DBLP DOI BibTeX RDF
10	Madalina Olteanu, Fabrice Rossi, Florian Yger	Meta-survey on outlier and anomaly detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Gérard Ben Arous, Reza Gheissari, Jiaoyang Huang, Aukosh Jagannath	High-dimensional SGD aligns with emerging outlier eigenspaces.	CoRR	2023	DBLP DOI BibTeX RDF
10	Sabyasachi Ghosh, Sanyam Saxena, Ajit Rajwade	Efficient Neural Network based Classification and Outlier Detection for Image Moderation using Compressed Sensing and Group Testing.	CoRR	2023	DBLP DOI BibTeX RDF
10	Siddhant Jaydeep Mahajani, Shashank Srivastava, Alan F. Smeaton	A Comparison of Lexicon-Based and ML-Based Sentiment Analysis: Are There Outlier Words?	CoRR	2023	DBLP DOI BibTeX RDF
10	Nishant Kumar 0005, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold	Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Himanshu Choudhary, Marwan Hassani	Enhancing Traffic Flow Prediction using Outlier-Weighted AutoEncoders: Handling Real-Time Changes.	CoRR	2023	DBLP DOI BibTeX RDF
10	Kaituo Zhang, Wei Huang 0015, Bingyang Zhang, Jinshan Xu, Xuhua Yang	Robust Outlier Detection Method Based on Local Entropy and Global Density.	CoRR	2023	DBLP DOI BibTeX RDF
10	Leitian Tao, Xuefeng Du, Xiaojin Zhu 0001, Yixuan Li 0001	Non-Parametric Outlier Synthesis.	CoRR	2023	DBLP DOI BibTeX RDF
10	Sangha Park, Jisoo Mok, Dahuin Jung, Saehyung Lee, Sungroh Yoon	On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Aminul Huq, Md Tanzim Reza, Shahriar Hossain, Shakib Mahmud Dipto	AnoMalNet: Outlier Detection based Malaria Cell Image Classification Method Leveraging Deep Autoencoder.	CoRR	2023	DBLP DOI BibTeX RDF
10	Thi-Hoa Nguyen, Bruno A. Roccia, René R. Hiemstra, Cristian G. Gebhardt, Dominik Schillinger	Nonlinear dynamic analysis of shear- and torsion-free rods using isogeometric discretization, outlier removal and robust time integration.	CoRR	2023	DBLP DOI BibTeX RDF
10	Akira Tamamori	Kernel Random Projection Depth for Outlier Detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Xuefeng Du, Yiyou Sun, Xiaojin Zhu 0001, Yixuan Li 0001	Dream the Impossible: Outlier Imagination with Diffusion Models.	CoRR	2023	DBLP DOI BibTeX RDF
10	Jonathan Crabbé, Pau Rodríguez, Vaishaal Shankar, Luca Zappella, Arno Blaas	Robust multimodal models have outlier features and encode more concepts.	CoRR	2023	DBLP DOI BibTeX RDF
10	Gao Huang, Song Li, Hang Xu	Robust Outlier Bound Condition to Phase Retrieval with Adversarial Sparse Outliers.	CoRR	2023	DBLP DOI BibTeX RDF
10	Ruixuan Wang, Sabrina Hassan Moon, Xiaobo Sharon Hu, Xun Jiao, Dayane Reis	A Computing-in-Memory-based One-Class Hyperdimensional Computing Model for Outlier Detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Clémence Allietta, Jean-Philippe Condomines, Jean-Yves Tourneret, Emmanuel Lochin	HLoOP - Hyperbolic 2-space Local Outlier Probabilities.	CoRR	2023	DBLP DOI BibTeX RDF
10	Fei Zhu, Zhen Cheng, Xu-Yao Zhang, Cheng-Lin Liu 0001	OpenMix: Exploring Outlier Samples for Misclassification Detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Pengyu Yin, Haozhi Cao, Thien-Minh Nguyen, Shenghai Yuan, Shuyang Zhang, Kangcheng Liu, Lihua Xie	Outram: One-shot Global Localization via Triangulated Scene Graph and Global Outlier Pruning.	CoRR	2023	DBLP DOI BibTeX RDF
10	Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique 0001	ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches.	CoRR	2023	DBLP DOI BibTeX RDF
10	Yuetian Chen, Mei Si	Enhancing Sentiment Analysis Results through Outlier Detection Optimization.	CoRR	2023	DBLP DOI BibTeX RDF
10	Shu Hu, Zhenhuan Yang, Xin Wang, Yiming Ying, Siwei Lyu	Outlier Robust Adversarial Training.	CoRR	2023	DBLP DOI BibTeX RDF
10	Marcel Boersma, Krishna Manoorkar, Alessandra Palmigiano, Mattia Panettiere, Apostolos Tzimoulis, Nachoem Wijnberg	Outlier detection using flexible categorisation and interrogative agendas.	CoRR	2023	DBLP DOI BibTeX RDF
10	Lior Shamir	Outlier galaxy images in the Dark Energy Survey and their identification with unsupervised machine learning.	CoRR	2023	DBLP DOI BibTeX RDF
10	Yu Wang, Lei Cao 0004, Yizhou Yan, Samuel Madden 0001	Interpretable Outlier Summarization.	CoRR	2023	DBLP DOI BibTeX RDF
10	Haobo Jiang, Zheng Dang, Zhen Wei, Jin Xie 0001, Jian Yang 0003, Mathieu Salzmann	Robust Outlier Rejection for 3D Registration with Variational Bayes.	CoRR	2023	DBLP DOI BibTeX RDF
10	Walter Nelson, Jonathan Ranisau, Jeremy Petch	Do Ensembling and Meta-Learning Improve Outlier Detection in Randomized Controlled Trials?	CoRR	2023	DBLP DOI BibTeX RDF
10	Maximilian B. Toller, Bernhard C. Geiger, Roman Kern	Cluster Purging: Efficient Outlier Detection based on Rate-Distortion Theory.	CoRR	2023	DBLP DOI BibTeX RDF
10	Xiuying Wei, Yunchen Zhang, Yuhang Li, Xiangguo Zhang, Ruihao Gong, Jinyang Guo, Xianglong Liu 0001	Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling.	CoRR	2023	DBLP DOI BibTeX RDF
10	Jiawei Yang, Susanto Rahardja, Pasi Fränti	Neighborhood Averaging for Improving Outlier Detectors.	CoRR	2023	DBLP DOI BibTeX RDF
10	Fatemeh Sarvi, Ali Vardasbi, Mohammad Aliannejadi, Sebastian Schelter, Maarten de Rijke	On the Impact of Outlier Bias on User Clicks.	CoRR	2023	DBLP DOI BibTeX RDF
10	Xueying Ding, Yue Zhao 0016, Leman Akoglu	Fast Unsupervised Deep Outlier Model Selection with Hypernetworks.	CoRR	2023	DBLP DOI BibTeX RDF
10	Tong Wu	Outlier-Robust Tensor Low-Rank Representation for Data Clustering.	CoRR	2023	DBLP DOI BibTeX RDF
10	Masoud Taghikhah, Nishant Kumar 0005, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold	Quantile-based Maximum Likelihood Training for Outlier Detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Kay Liu, Hengrui Zhang, Ziqing Hu, Fangxin Wang 0003, Philip S. Yu	Data Augmentation for Supervised Graph Outlier Detection with Latent Diffusion Models.	CoRR	2023	DBLP DOI BibTeX RDF
10	Lemin Kong, Jiajin Li, Anthony Man-Cho So	Outlier-Robust Gromov Wasserstein for Graph Data.	CoRR	2023	DBLP DOI BibTeX RDF
10	Samuel Epstein 0001	A Quantum Outlier Theorem.	CoRR	2023	DBLP DOI BibTeX RDF
10	Xinke Li, Junchi Lu	Risk-optimized Outlier Removal for Robust Point Cloud Classification.	CoRR	2023	DBLP DOI BibTeX RDF
10	Anastasiia Sedova, Lena Zellinger, Benjamin Roth 0001	Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal.	CoRR	2023	DBLP DOI BibTeX RDF
10	Zhu Wang, Sourav Medya, Sathya N. Ravi	Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis.	CoRR	2023	DBLP DOI BibTeX RDF
10	David Muhr, Michael Affenzeller, Josef Küng	Probabilistic Distance-Based Outlier Detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Adarsh Barik, Jean Honorio	Outlier-robust Estimation of a Sparse Linear Model Using Invexity.	CoRR	2023	DBLP DOI BibTeX RDF
10	Martin Bikandi, Gorka Vélez, Naiara Aginako, Itziar Irigoien	Synthetic outlier generation for anomaly detection in autonomous driving.	CoRR	2023	DBLP DOI BibTeX RDF
10	Qizhou Wang, Junjie Ye, Feng Liu 0003, Quanyu Dai, Marcus Kalander, Tongliang Liu, Jianye Hao, Bo Han 0003	Out-of-distribution Detection with Implicit Outlier Transformation.	CoRR	2023	DBLP DOI BibTeX RDF
10	Hyungtae Lim, Kawon Han, Gunhee Shin, Giseop Kim, Songcheol Hong, Hyun Myung	ORORA: Outlier-Robust Radar Odometry.	CoRR	2023	DBLP DOI BibTeX RDF
10	Sheikh Arafat, Na Sun, Maria L. Weese, Waldyn G. Martinez	Boundary Peeling: Outlier Detection Method Using One-Class Peeling.	CoRR	2023	DBLP DOI BibTeX RDF
10	Yihong Huang, Yuang Zhang, Liping Wang 0001, Xuemin Lin 0001	Unleashing the Potential of Unsupervised Deep Outlier Detection through Automated Training Stopping.	CoRR	2023	DBLP DOI BibTeX RDF
10	Jaeyoung Kim, Kyuheon Jung, Dongbin Na, Sion Jang, Eunbin Park, Sungchul Choi	Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers.	CoRR	2023	DBLP DOI BibTeX RDF
10	Jianing Zhu, Geng Yu, Jiangchao Yao, Tongliang Liu, Gang Niu 0001, Masashi Sugiyama, Bo Han 0003	Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation.	CoRR	2023	DBLP DOI BibTeX RDF
10	Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee	Outlier-Robust Wasserstein DRO.	CoRR	2023	DBLP DOI BibTeX RDF
10	Gihan Panapitiya, Emily Saldanha	Outlier-Based Domain of Applicability Identification for Materials Property Prediction Models.	CoRR	2023	DBLP DOI BibTeX RDF
10	Amit Deshpande 0001, Rameshwar Pratap	Improved Outlier Robust Seeding for k-means.	CoRR	2023	DBLP DOI BibTeX RDF
10	Yucong Zhang, Hongbin Suo, Yulong Wan, Ming Li 0026	Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning.	CoRR	2023	DBLP DOI BibTeX RDF
10	Puning Yang, Jian Liang, Jie Cao 0002, Ran He 0001	AUTO: Adaptive Outlier Optimization for Online Test-Time OOD Detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Shuchi Chawla 0001, Kristin Sheridan	Composition of nested embeddings with an application to outlier removal.	CoRR	2023	DBLP DOI BibTeX RDF
10	Mohammadreza M. Kalan, Samory Kpotufe	Tight Rates in Supervised Outlier Transfer Learning.	CoRR	2023	DBLP DOI BibTeX RDF
10	Jirong Yi, Jingchao Gao, Tianming Wang, Xiaodong Wu 0001, Weiyu Xu	Outlier Detection Using Generative Models with Theoretical Performance Guarantees.	CoRR	2023	DBLP DOI BibTeX RDF
10	Marek Wadinger, Michal Kvasnica	Real-Time Outlier Detection with Dynamic Process Limits.	CoRR	2023	DBLP DOI BibTeX RDF