ConfusionVis: Comparative evaluation and selection of multi-class classifiers based on confusion matrices (English)
- New search for: Theissler, Andreas
- Further information on Theissler, Andreas:
- https://orcid.org/0000-0003-0746-0424
- New search for: Thomas, Mark
- New search for: Burch, Michael
- Further information on Burch, Michael:
- https://orcid.org/0000-0003-4756-5335
- New search for: Gerschner, Felix
- New search for: Theissler, Andreas
- New search for: Thomas, Mark
- New search for: Burch, Michael
- New search for: Gerschner, Felix
In:
Knowledge-Based Systems
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247
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2022
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ISSN:
- Article (Journal) / Electronic Resource
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Title:ConfusionVis: Comparative evaluation and selection of multi-class classifiers based on confusion matrices
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Contributors:Theissler, Andreas ( author ) / Thomas, Mark ( author ) / Burch, Michael ( author ) / Gerschner, Felix ( author )
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Published in:Knowledge-Based Systems ; 247
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Publisher:
- New search for: The Author(s)
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Publication date:2022-03-23
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 247
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Integrated prediction intervals and specific value predictions for regression problems using neural networksSimhayev, Eli / Katz, Gilad / Rokach, Lior et al. | 2022
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ConfusionVis: Comparative evaluation and selection of multi-class classifiers based on confusion matricesTheissler, Andreas / Thomas, Mark / Burch, Michael / Gerschner, Felix et al. | 2022
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Enhancing transferability and discriminability simultaneously for unsupervised domain adaptationLi, Jingyao / Lü, Shuai / Zhu, Wenbo / Li, Zhanshan et al. | 2022
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Cross self-attention network for 3D point cloudWang, Gaihua / Zhai, Qianyu / Liu, Hong et al. | 2022
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Multi-objective scheduling of IoT-enabled smart homes for energy management based on Arithmetic Optimization Algorithm: A Node-RED and NodeMCU module-based techniqueBahmanyar, Danial / Razmjooy, Navid / Mirjalili, Seyedali et al. | 2022
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Dynamic penalty adaptive matrix machine for the intelligent detection of unbalanced faults in roller bearingXu, Haifeng / Pan, Haiyang / Zheng, Jinde / Liu, Qingyun / Tong, Jinyu et al. | 2022
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Adaptive depth-aware visual relationship detectionGan, Ming-Gang / He, Yuxuan et al. | 2022
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Editorial Board| 2022
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Commercial-risk joint analysis with probabilistic linguistic assessmentsDu, Zhi-jiao / Chen, Zhi-xiang / Yu, Su-min et al. | 2022
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Weakly supervised setting for learning concept prerequisite relations using multi-head attention variational graph auto-encodersZhang, Juntao / Lan, Hai / Yang, Xiandi / Zhang, Shuaichao / Song, Wei / Peng, Zhiyong et al. | 2022
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Intelligent cost-effective winter road maintenance by predicting road surface temperature using machine learning techniquesHatamzad, Mahshid / Pinerez, Geanette Cleotilde Polanco / Casselgren, Johan et al. | 2022
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Quadratic Optimization based Clique Expansion for overlapping community detectionYang, Yanhao / Shi, Pan / Wang, Yuyi / He, Kun et al. | 2022
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Multi-view 3D object retrieval leveraging the aggregation of view and instance attentive featuresLin, Dongyun / Li, Yiqun / Cheng, Yi / Prasad, Shitala / Nwe, Tin Lay / Dong, Sheng / Guo, Aiyuan et al. | 2022
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Self-supervised representation learning for trip recommendationGao, Qiang / Wang, Wei / Zhang, Kunpeng / Yang, Xin / Miao, Congcong / Li, Tianrui et al. | 2022
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Safety-Stock: Predicting the demand for supplies in Brazilian hospitals during the COVID-19 pandemicGonzatto Junior, Oilson Alberto / Nascimento, Diego Carvalho / Russo, Cibele Maria / Henriques, Marcos Jardel / Tomazella, Caio Paziani / Santos, Maristela Oliveira / Neves, Denis / Assad, Diego / Guerra, Rafaela / Bertazo, Evelyn Keise et al. | 2022
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Toward sleep apnea detection with lightweight multi-scaled fusion networkChen, Xianhui / Chen, Ying / Ma, Wenjun / Fan, Xiaomao / Li, Ye et al. | 2022
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MIA-Net: Multi-information aggregation network combining transformers and convolutional feature learning for polyp segmentationLi, Weisheng / Zhao, Yinghui / Li, Feiyan / Wang, Linhong et al. | 2022
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A self-regulated generative adversarial network for stock price movement prediction based on the historical price and tweetsXu, Hongfeng / Cao, Donglin / Li, Shaozi et al. | 2022
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Horizontal and vertical features fusion network based on different brain regions for emotion recognitionGuo, Wenhui / Xu, Guixun / Wang, Yanjiang et al. | 2022
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SNIP-FSL: Finding task-specific lottery jackpots for few-shot learningWang, Ren / Sun, Haoliang / Nie, Xiushan / Yin, Yilong et al. | 2022
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Fine-grained, aspect-based sentiment analysis on economic and financial lexiconConsoli, Sergio / Barbaglia, Luca / Manzan, Sebastiano et al. | 2022
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Gating augmented capsule network for sequential recommendationZhang, Qi / Wu, Bin / Sun, Zhongchuan / Ye, Yangdong et al. | 2022
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Cross-Domain Few-Shot Classification based on Lightweight Res2Net and Flexible GNNChen, Yu / Zheng, Yunan / Xu, Zhenyu / Tang, Tianhang / Tang, Zixin / Chen, Jie / Liu, Yiguang et al. | 2022
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Investigating the informativeness of technical indicators and news sentiment in financial market price predictionAnbaee Farimani, Saeede / Vafaei Jahan, Majid / Milani Fard, Amin / Tabbakh, Seyed Reza Kamel et al. | 2022
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Genetic-GNN: Evolutionary architecture search for Graph Neural NetworksShi, Min / Tang, Yufei / Zhu, Xingquan / Huang, Yu / Wilson, David / Zhuang, Yuan / Liu, Jianxun et al. | 2022
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Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selectionEluri, Rama Krishna / Devarakonda, Nagaraju et al. | 2022
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Minority oversampling for imbalanced time series classificationZhu, Tuanfei / Luo, Cheng / Zhang, Zhihong / Li, Jing / Ren, Siqi / Zeng, Yifu et al. | 2022
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Differentially private publication of database streams via hybrid video codingParra-Arnau, Javier / Strufe, Thorsten / Domingo-Ferrer, Josep et al. | 2022
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CPDGA: Change point driven growing auto-encoder for lifelong anomaly detectionCorizzo, Roberto / Baron, Michael / Japkowicz, Nathalie et al. | 2022
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Scalable multi-task Gaussian processes with neural embedding of coregionalizationLiu, Haitao / Ding, Jiaqi / Xie, Xinyu / Jiang, Xiaomo / Zhao, Yusong / Wang, Xiaofang et al. | 2022
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An augmented Lagrangian relaxation method for the mean-standard deviation based vehicle routing problemSong, Maocan / Cheng, Lin et al. | 2022
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Perceived individual fairness with a molecular representation for medicine recommendationsLiu, Haifeng / Lin, Hongfei / Xu, Bo / Zhao, Nan / Wen, Dongzhen / Zhang, Xiaokun / Lin, Yuan et al. | 2022
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Average reward adjusted deep reinforcement learning for order release planning in manufacturingSchneckenreither, Manuel / Haeussler, Stefan / Peiró, Juanjo et al. | 2022