Search results for "Outlier"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Rodney Martinez Alonso, David Plets, Sofie Pollin, Luc Martens, Wout Joseph	Outlier Detection and Spectrum Feature Extraction Based on Nearest-Neighbors Correlation and Random Forest Algorithm.	ICC	2023	DBLP DOI BibTeX RDF
10	Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz	O2DCA: Online Outlier Detection and Classification Approach for WSN.	ICC	2023	DBLP DOI BibTeX RDF
10	Van-Linh Nguyen, Lan-Huong Nguyen, Po-Ching Lin, Ren-Hung Hwang	Deep Learning-Based Localization and Outlier Removal Integration Model for Indoor Surveillance.	ICC	2023	DBLP DOI BibTeX RDF
10	Shunit Truzman, Guy Revach, Nir Shlezinger, Itzik Klein	Outlier-Insensitive Kalman Filtering Using NUV Priors.	ICASSP	2023	DBLP DOI BibTeX RDF
10	David Muhr, Michael Affenzeller, Josef Küng	Implicit Directed Acyclic Graphs (DAGs) for Parallel Outlier/Anomaly Detection Ensembles.	AIAI (2)	2023	DBLP DOI BibTeX RDF
10	Sara Summerton, Ann Tivey, Rohan Shotton, Gavin Brown, Oliver C. Redfern, Rachel Oakley, John Radford, David C. Wong 0004	Outlier detection of vital sign trajectories from COVID-19 patients.	EMBC	2023	DBLP DOI BibTeX RDF
10	Shu Hu, Zhenhuan Yang, Xin Wang, Yiming Ying, Siwei Lyu	Outlier Robust Adversarial Training.	ACML	2023	DBLP BibTeX RDF
10	Somia Bibi, Chafiq Titouna, Faiza Titouna, Farid Naït-Abdesselam	An LSTM-Based Outlier Detection Approach for IoT Sensor Data in Hierarchical Edge Computing.	SoftCOM	2023	DBLP DOI BibTeX RDF
10	Vivek Sivaraman Narayanaswamy, Yamen Mubarka, Rushil Anirudh, Deepta Rajan, Andreas Spanias, Jayaraman J. Thiagarajan	Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors.	MIDL	2023	DBLP BibTeX RDF
10	Yinuo Wang, Tao Shen, Siying Qu, Youling Wang, Xingsheng Guo	Trend and Methods of IoT Sequential Data Outlier Detection.	ICMTEL (4)	2023	DBLP DOI BibTeX RDF
10	Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu, Yongyi Mao	Open-Set Semi-Supervised Text Classification with Latent Outlier Softening.	KDD	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?	AICS	2023	DBLP DOI BibTeX RDF
10	Maria Papaioannou, Georgios Zachos, Georgios Mantas, Ismael Essop, Firooz B. Saghezchi, Jonathan Rodriguez 0001	Outlier Detection for Risk-Based User Authentication on Mobile Devices.	GLOBECOM	2023	DBLP DOI BibTeX RDF
10	Alexandru Pohontu, Robert Gheorghe, Constantin Vertan	Outlier Detection Approach for Discovering Anomalous Maritime Profiles.	ECAI	2023	DBLP DOI BibTeX RDF
10	Lara Kuhlmann, Daniel Wilmes, Emmanuel Müller, Markus Pauly, Daniel Horn	RODD: Robust Outlier Detection in Data Cubes.	DaWaK	2023	DBLP DOI BibTeX RDF
10	Aboubakr Benabbas, Marco Grawunder, Daniela Nicklas	Context-aware Outlier Detection for Sensor Data Stream Processing.	PerCom Workshops	2023	DBLP DOI BibTeX RDF
10	Dongmei Liu, Zhongwang Zhu, Bo Chen	Foreign object recognition method of transmission line based on improved outlier rate method.	CACML	2023	DBLP DOI BibTeX RDF
10	Joseph A. Gallego-Mejia	Efficient Non-parametric Neural Density Estimation and Its Application to Outlier and Anomaly Detection.	AAAI	2023	DBLP DOI BibTeX RDF
10	Tim Cech, Daniel Atzberger, Willy Scheibel, Sanjay Misra, Jürgen Döllner	Outlier Mining Techniques for Software Defect Prediction.	SWQD	2023	DBLP DOI BibTeX RDF
10	Omar Atamny, Ardan M. Saguner, Roger Abächerli, Ender Konukoglu	Outlier Detection in ECG.	CinC	2023	DBLP DOI BibTeX RDF
10	Minh Hung Ho, Adrien Cambier, Julie C. Prinet	Enhancing Data Quality in Industry: A New Approach to Automatic Outlier Cleaning.	ICSRS	2023	DBLP DOI BibTeX RDF
10	Xiaocong Chen, Xinye Wang, Yang Wang, Chao Han, Lei Duan	Learning Enhanced Representations via Contrasting for Multi-view Outlier Detection.	DASFAA (4)	2023	DBLP DOI BibTeX RDF
10	Sylwan Rahardja, Xu Tan, Junqi Chen, Jiawei Yang, Jie Chen, Pasi Fränti	How to Select Optimal Parameters for Neighborhood-Based Outlier Detectors?	ICSPCC	2023	DBLP DOI BibTeX RDF
10	Jennifer Jorina Matthiesen, Hanne Hastedt, Ulf Brefeld	User Authentication via Multifaceted Mouse Movements and Outlier Exposure.	IDA	2023	DBLP DOI BibTeX RDF
10	Tom Hohenadl	Noise and Outlier Detection in Task Mining.	ICPM Doctoral Consortium / Demo	2023	DBLP BibTeX RDF
10	Jungeun Yoon, Aekyeung Moon, Seungwoo Son	Understanding Integrity of Time Series IoT Datasets through Local Outlier Detection with Steep Peak and Valley.	ICIT	2023	DBLP DOI BibTeX RDF
10	Yaping Guo, Lijuan Zha	Outlier-Resistant Protocol-Based Distributed Fusion Estimator Design for Cyber-Physical Systems.	RICAI	2023	DBLP DOI BibTeX RDF
10	Aleksandar Petkovski, Visar Shehu	Anomaly Detection on Univariate Sensing Time Series Data for Smart Aquaculture Using K-Means, Isolation Forest, and Local Outlier Factor.	MECO	2023	DBLP DOI BibTeX RDF
10	Armando Bellante, William Bonvini, Stefano Vanerio, Stefano Zanero	Quantum Eigenfaces: Linear Feature Mapping and Nearest Neighbor Classification with Outlier Detection.	QCE	2023	DBLP DOI BibTeX RDF
10	Zahraa Khais Shahid, Saguna Saguna, Christer Åhlund	Outlier Detection in IoT data for Elderly Care in Smart Homes.	CCNC	2023	DBLP DOI BibTeX RDF
10	Czeslaw Horyn, Agnieszka Nowak-Brzezinska	Detecting outliers in rule-based knowledge bases using Self-Organizing Map and Local Outlier Factor algorithms.	KES	2023	DBLP DOI BibTeX RDF
10	Kyle Kilcrease, Hubert Cecotti	One-class classifier based on Riemannian Geometry Distances for Outlier Detection in Motor Imagery.	NER	2023	DBLP DOI BibTeX RDF
10	Haiyan Yang, Renato Pajarola	Visual-assisted Outlier Preservation for Scatterplot Sampling.	VMV	2023	DBLP DOI BibTeX RDF
10	Yitang Wang, Suhang Wang, Yong Pang, Xueguan Song	Outlier Detection and Correction for Time Series Data of Tunnel Boring Machine.	ICIRA (6)	2023	DBLP DOI BibTeX RDF
10	Tianyang Liu, Quan Liang, Hua Yang	CLOE: Novelty Detection via Contrastive Learning with Outlier Exposure.	ICIRA (7)	2023	DBLP DOI BibTeX RDF
10	Adam Wawrzenczyk, Jan Mielniczuk	Outlier Detection Under False Omission Rate Control.	ICCS (3)	2023	DBLP DOI BibTeX RDF
10	Xiu-Ru Liang, Huei-Tang Li, Chiung-Ying Huang, Wei-An Chen, Yi-Feng Chen, Zhi-Jia Gao, Meng-Wei Sun, Hao-Cheng Chia	Outlier-based Anomaly Detection in Firewall Logs.	CCCI	2023	DBLP DOI BibTeX RDF
10	Liangzu Peng, Christian Kümmerle, René Vidal	On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation.	CVPR	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.	CVPR	2023	DBLP DOI BibTeX RDF
10	Matej Grcic, Josip Saric, Sinisa Segvic	On Advantages of Mask-level Recognition for Outlier-aware Segmentation.	CVPR Workshops	2023	DBLP DOI BibTeX RDF
10	Fei Zhu, Zhen Cheng, Xu-Yao Zhang, Cheng-Lin Liu 0001	OpenMix: Exploring Outlier Samples for Misclassification Detection.	CVPR	2023	DBLP DOI BibTeX RDF
10	Chunlu Li, Andreas Morel-Forster, Thomas Vetter, Bernhard Egger 0001, Adam Kortylewski	Robust Model-based Face Reconstruction through Weakly-Supervised Outlier Segmentation.	CVPR	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.	CVPR	2023	DBLP DOI BibTeX RDF
10	Huiwen Dong, Qing-Guo Wang, Wei Ding	Chain-Based Outlier Detection for Complex Data Scenarios.	IEEE Big Data	2023	DBLP DOI BibTeX RDF
10	Na Li, Yiyang Qi, Ruyue Xin, Zhiming Zhao	Ocean Data Quality Assessment through Outlier Detection-enhanced Active Learning.	IEEE Big Data	2023	DBLP DOI BibTeX RDF
10	Marwan Omar, Gita Sukthankar	Text-Defend: Detecting Adversarial Examples using Local Outlier Factor.	ICSC	2023	DBLP DOI BibTeX RDF
10	Vivek Sivaraman Narayanaswamy, Yamen Mubarka, Rushil Anirudh, Deepta Rajan, Jayaraman J. Thiagarajan	Exploring Inlier and Outlier Specification for Improved Medical OOD Detection.	ICCV (Workshops)	2023	DBLP DOI BibTeX RDF
10	Julio Hurtado, Alain Raymond-Saez, Vladimir Araujo, Vincenzo Lomonaco, Alvaro Soto, Davide Bacciu	Memory Population in Continual Learning via Outlier Elimination.	ICCV (Workshops)	2023	DBLP DOI BibTeX RDF
10	Dibyasha Mahapatra, Alex James 0001	Natural Outlier Rejection with Shepherd's Psychometric Similarity Metric.	ISCAS	2023	DBLP DOI BibTeX RDF
10	Jinen Daghrir, Lotfi Tlig, Moez Bouchouicha, Noureddine Litaiem, Faten Zeglaoui, Mounir Sayadi	Ugly Duckling Concept for Melanoma Detection: A PCA-Based Outlier Detection Method with CNN-Based Feature Vectors.	CoDIT	2023	DBLP DOI BibTeX RDF
10	Czeslaw Horyn, Agnieszka Nowak-Brzezinska	Improving Detection Efficiency: Optimizing Block Size in the Local Outlier Factor (LOF) Algorithm.	IJCRS	2023	DBLP DOI BibTeX RDF
10	Kyungsu Lee, Haeyun Lee, Georges El Fakhri, Jorge Sepulcre, Xiaofeng Liu 0001, Fangxu Xing, Jae Youn Hwang, Jonghye Woo	Outlier Robust Disease Classification via Stochastic Confidence Network.	MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI	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 effective shifting and scaling.	EMNLP	2023	DBLP DOI BibTeX RDF
10	Vyoma Raman, Eve Fleisig, Dan Klein	Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection.	EMNLP	2023	DBLP DOI BibTeX RDF
10	William Rudman, Catherine Chen, Carsten Eickhoff	Outlier Dimensions Encode Task Specific Knowledge.	EMNLP	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.	SIGIR	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.	NeurIPS	2023	DBLP BibTeX RDF
10	Xuefeng Du, Yiyou Sun, Jerry Zhu, Yixuan Li	Dream the Impossible: Outlier Imagination with Diffusion Models.	NeurIPS	2023	DBLP BibTeX RDF
10	Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee	Outlier-Robust Wasserstein DRO.	NeurIPS	2023	DBLP BibTeX RDF
10	Jianing Zhu, Yu Geng, Jiangchao Yao, Tongliang Liu, Gang Niu 0001, Masashi Sugiyama, Bo Han 0003	Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation.	NeurIPS	2023	DBLP BibTeX RDF
10	Lemin Kong, Jiajin Li, Jianheng Tang, Anthony Man-Cho So	Outlier-Robust Gromov-Wasserstein for Graph Data.	NeurIPS	2023	DBLP BibTeX RDF
10	Zhu Wang, Sourav Medya, Sathya N. Ravi	Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis.	NeurIPS	2023	DBLP BibTeX RDF
10	Jang-Hyun Kim, Sangdoo Yun, Hyun Oh Song	Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data.	NeurIPS	2023	DBLP BibTeX RDF
10	Martin Bikandi, Gorka Vélez, Naiara Aginako, Itziar Irigoien	Synthetic Outlier Generation for Anomaly Detection in Autonomous Driving.	ITSC	2023	DBLP DOI BibTeX RDF
10	Aldi Piroli, Vinzenz Dallabetta, Johannes Kopp, Marc Walessa, Daniel Alexander Meissner, Klaus Dietmayer	LS-VOS: Identifying Outliers in 3D Object Detections Using Latent Space Virtual Outlier Synthesis.	ITSC	2023	DBLP DOI BibTeX RDF
10	Shataneek Banerjee, Amardip Ghosh, Mrimay Dey, Prasanta Pal	Kernel Size Dependent Outlier Separation in Images.	ICCCNT	2023	DBLP DOI BibTeX RDF
10	Yueyang Su, Di Yao 0001, Jingping Bi	Few-shot learning for trajectory outlier detection with only normal trajectories.	IJCNN	2023	DBLP DOI BibTeX RDF
10	Dayananda Herurkar, Timur Sattarov, Jörn Hees, Sebastian Palacio, Federico Raue, Andreas Dengel 0001	Cross-Domain Transformation for Outlier Detection on Tabular Datasets.	IJCNN	2023	DBLP DOI BibTeX RDF
10	Wentao Liang, Xiang Ling 0001, Jingzheng Wu, Tianyue Luo, Yanjun Wu	A Needle is an Outlier in a Haystack: Hunting Malicious PyPI Packages with Code Clustering.	ASE	2023	DBLP DOI BibTeX RDF
10	César Andrade, Rita P. Ribeiro, João Gama 0001	Topic Model with Contextual Outlier Handling: a Study on Electronic Invoice Product Descriptions.	EPIA (1)	2023	DBLP DOI BibTeX RDF
10	Chin-Kuan Lin, Cheng-Che Lu, Shuo-Wen Chang, Ying-Hua Chu, Kai-Chiang Wu, Mango Chia-Tso Chao	Outlier Detection for Analog Tests Using Deep Learning Techniques.	VTS	2023	DBLP DOI BibTeX RDF
10	V. A. Niranjan, Deepika Neethirajan, Constantinos Xanthopoulos, D. Webster, Amit Nahar, Yiorgos Makris	Machine Learning-Based Adaptive Outlier Detection for Underkill Reduction in Analog/RF IC Testing.	VTS	2023	DBLP DOI BibTeX RDF
10	Anna Baskin, Scott Heyman, Brian T. Nixon, Constantinos Costa, Panos K. Chrysanthis	Remembering the Forgotten: Clustering, Outlier Detection, and Accuracy Tuning in a Postdiction Pipeline.	ADBIS (Short Papers)	2023	DBLP DOI BibTeX RDF
10	Fatemeh Sarvi, Mohammad Aliannejadi, Sebastian Schelter, Maarten de Rijke	How to Make an Outlier? Studying the Effect of Presentational Features on the Outlierness of Items in Product Search Results.	CHIIR	2023	DBLP DOI BibTeX RDF
10	Jingyang Zhang, Nathan Inkawhich, Randolph Linderman, Yiran Chen 0001, Hai Li 0001	Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments.	WACV	2023	DBLP DOI BibTeX RDF
10	Aída Muñoz Monjas, David Rubio Ruiz, David Pérez-Rey, Matvey B. Palchuk	Automatic Outlier Detection in Laboratory Result Distributions Within a Real World Data Network.	MIE	2023	DBLP DOI BibTeX RDF
10	Suhasini Komarraju, Akhil Tammana, Chandramouli N. Amarnath, Abhijit Chatterjee	OATT: Outlier Oriented Alternative Testing and Post-Manufacture Tuning of Mixed-Signal/RF Circuits and Systems.	ITC	2023	DBLP DOI BibTeX RDF
10	Makoto Eiki, Tomoki Nakamura, Masuo Kajiyama, Michiko Inoue, Takashi Sato, Michihiro Shintani	Improving Efficiency and Robustness of Gaussian Process Based Outlier Detection via Ensemble Learning.	ITC	2023	DBLP DOI BibTeX RDF
10	Ferenc Tolner, Balázs Barta, György Eigner	Comprehensive Analysis of H2020 Funding Participation based on LDA Topic Modeling and Robust Outlier Identification.	SISY	2023	DBLP DOI BibTeX RDF
10	Fatemeh Sarvi	Understanding the Effect of Outlier Items in E-commerce Ranking.	WSDM	2023	DBLP DOI BibTeX RDF
10	Fangquan Zhou, Shenglin Gui	Non-Outlier Pseudo-Labeling for Short Text Clustering.	ICANN (9)	2023	DBLP DOI BibTeX RDF
10	Theodore Ha, Sicong Shao, Salim Hariri	An Explainable Outlier Detection-based Data Cleaning Approach for Intrusion Detection.	AICCSA	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.	ICLR	2023	DBLP BibTeX RDF
10	Leitian Tao, Xuefeng Du, Jerry Zhu, Yixuan Li 0001	Non-parametric Outlier Synthesis.	ICLR	2023	DBLP BibTeX RDF
10	Chang Liu 0021, Zetian Jiang, Runzhong Wang, Lingxiao Huang, Pinyan Lu, Junchi Yan	Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching.	ICLR	2023	DBLP BibTeX RDF
10	Haitao Zhang, Wenhai Ma, Qilong Han, Zhiqiang Ma	Outlier Detection Model Based on Autoencoder and Data Augmentation for High-Dimensional Sparse Data.	ICPCSEE (1)	2023	DBLP DOI BibTeX RDF
10	Jiachen Zhang, Weisong Wen, Li-Ta Hsu, Zheng Gong, Zhongzhe Su	LiDAR Feature Outlier Mitigation Aided by Graduated Non-convexity Relaxation for Safety-critical Localization in Urban Canyons.	PLANS	2023	DBLP DOI BibTeX RDF
10	Canmei Huang, Li Cheng, Feng Yao, Renjie He	Global and Local Structure Discrimination for Effective and Robust Outlier Detection.	APWeb-WAIM (2)	2023	DBLP DOI BibTeX RDF
10	Cong Guo 0003, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang 0001, Fan Yang 0024, Yunxin Liu, Minyi Guo, Yuhao Zhu 0001	OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization.	ISCA	2023	DBLP DOI BibTeX RDF
10	Ilias Diakonikolas, Daniel Kane 0001, Ankit Pensia, Thanasis Pittas	Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA.	ICML	2023	DBLP BibTeX RDF
10	Prabhant Singh, Joaquin Vanschoren	AutoML for Outlier Detection with Optimal Transport Distances.	IJCAI	2023	DBLP DOI BibTeX RDF
10	Barath Mohan Umapathi, Kushal Chauhan, Pradeep Shenoy, Devarajan Sridharan	Shaken, and Stirred: Long-Range Dependencies Enable Robust Outlier Detection with PixelCNN++.	IJCAI	2023	DBLP DOI BibTeX RDF
10	Rob H. Bemthuis, Sanja Lazarova-Molnar	An Approach for Face Validity Assessment of Agent-Based Simulation Models Through Outlier Detection with Process Mining.	EDOC	2023	DBLP DOI BibTeX RDF
10	Kosuke Nakayama, Hiroto Fukuta, Hiroshi Watanabe	Point Cloud Denoising and Outlier Detection with Local Geometric Structure by Dynamic Graph CNN.	GCCE	2023	DBLP DOI BibTeX RDF
10	Jingchao Gao, Jirong Yi, Weiyu Xu	Outlier Detection for Generative Models with Performance Guarantees.	CISS	2023	DBLP DOI BibTeX RDF
10	Gitaek Kwon, Jaeyoung Kim, Hong-Jun Choi, Byung-Moo Yoon, Sungchul Choi, Kyu-Hwan Jung	Improving Out-of-Distribution Detection Performance using Synthetic Outlier Exposure Generated by Visual Foundation Models.	BMVC	2023	DBLP BibTeX RDF
10	Mariana M. G. Duarte, Mahmoud Attia Sakr	Outlier Detection and Cleaning in Trajectories: A Benchmark of Existing Tools.	EDBT/ICDT Workshops	2023	DBLP BibTeX RDF
10	Wasan Abd Majeed, Murtadha M. Hamad	Outlier for High Dimensional Data A Review.	DeSE	2023	DBLP DOI BibTeX RDF
10	HyeoungGuk Kang, Donghoon Lee, Hyunsouk Cho	Outlier-aware Cross-Market Product Recommendation.	BigComp	2023	DBLP DOI BibTeX RDF
10	Ran Li, Shuxin Liu, Hongchang Chen, Kai Wang, Junjie Zhang, Shibo Zhang, Qi Ouyang	Incomplete Mixed Data Outlier Detection based on Local Difference Information.	ICCIP	2023	DBLP DOI BibTeX RDF