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Publication search results
found 241 matches
- 2024
- Yanhua Shen:
An evolution trend evaluation of social media network public opinion based on unsupervised learning. Int. J. Web Based Communities 20(1/2): 139-152 (2024) - Greg Van Houdt, Massimiliano de Leoni, Niels Martin, Benoît Depaire:
An empirical evaluation of unsupervised event log abstraction techniques in process mining. Inf. Syst. 121: 102320 (2024) - Zhaobin Wang, Xinchao Liu, E. Wang, Yaonan Zhang:
Unsupervised image segmentation evaluation based on feature extraction. Multim. Tools Appl. 83(2): 4887-4913 (2024) - Wentao Mao, Yu Wang, Ke Feng, Linlin Kou, Yanna Zhang:
SWDAE: A New Degradation State Evaluation Method for Metro Wheels With Interpretable Health Indicator Construction Based on Unsupervised Deep Learning. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - Miltiadis Allamanis, Sheena Panthaplackel, Pengcheng Yin:
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness. CoRR abs/2402.08699 (2024) - Giada Devittori, Mehdi Akeddar, Alexandra Retevoi, Fabian Schneider, Viktoria Cvetkova, Daria Dinacci, Antonella Califfi, Paolo Rossi, Claudio Petrillo, Tobias Kowatsch, Olivier Lambercy:
Towards RehabCoach: Design and Preliminary Evaluation of a Conversational Agent Supporting Unsupervised Therapy after Stroke. CoRR abs/2403.01127 (2024) - 2023
- Mark Schutera:
A Concept for Deployment and Evaluation of Unsupervised Domain Adaptation in Cognitive Perception Systems. Karlsruhe Institute of Technology, Germany, 2023 - Chao Zhao, Xiaokun Chang, Tian Xie, Hamido Fujita, Jian Wu:
Unsupervised anomaly detection based method of risk evaluation for road traffic accident. Appl. Intell. 53(1): 369-384 (2023) - Jianli Cong, Xue Yan, Rong Chen, Mingyuan Gao, Boyang An, Huiyue Tang, Yuan Wang, Ping Wang:
Profile evaluation of rail joint in a 3-m wavelength based on unsupervised learning. Comput. Aided Civ. Infrastructure Eng. 38(13): 1834-1856 (2023) - Justus Zipfel, Felix Verworner, Marco Fischer, Uwe Wieland, Mathias Kraus, Patrick Zschech:
Anomaly detection for industrial quality assurance: A comparative evaluation of unsupervised deep learning models. Comput. Ind. Eng. 177: 109045 (2023) - Alexander Zeiser, Bekir Özcan, Bas van Stein, Thomas Bäck:
Evaluation of deep unsupervised anomaly detection methods with a data-centric approach for on-line inspection. Comput. Ind. 146: 103852 (2023) - Yohann Chasseray, Anne-Marie Barthe-Delanoë, Stéphane Négny, Jean-Marc Le Lann:
Knowledge extraction from textual data and performance evaluation in an unsupervised context. Inf. Sci. 629: 324-343 (2023) - Martin Q. Ma, Yue Zhao, Xiaorong Zhang, Leman Akoglu:
The Need for Unsupervised Outlier Model Selection: A Review and Evaluation of Internal Evaluation Strategies. SIGKDD Explor. 25(1): 19-35 (2023) - Hang Yu, Xiangjie Yin, Zhiheng Liu, Suiping Zhou, Chenyang Li, Haoran Jiang:
A Novel Unsupervised Evaluation Metric Based on Heterogeneity Features for SAR Image Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2851-2867 (2023) - Ilias Siniosoglou, Vasileios Argyriou, Panagiotis G. Sarigiannidis, Thomas Lagkas, Antonios Sarigiannidis, Sotirios K. Goudos, Shaohua Wan:
Post-Processing Fairness Evaluation of Federated Models: An Unsupervised Approach in Healthcare. IEEE ACM Trans. Comput. Biol. Bioinform. 20(4): 2518-2529 (2023) - Lei Lu, Ying Tan, Denny Oetomo, Iven Mareels, David A. Clifton:
Weak Monotonicity With Trend Analysis for Unsupervised Feature Evaluation. IEEE Trans. Cybern. 53(11): 6883-6895 (2023) - Wentao Mao, Yu Wang, Linlin Kou, Xihui Liang:
A New Deep Tensor Autoencoder Network for Unsupervised Health Indicator Construction and Degradation State Evaluation of Metro Wheel. IEEE Trans. Instrum. Meas. 72: 1-15 (2023) - Kong Sun, Lin Bo, Haoting Ran, Zhi Tang, Yuanliang Bi:
Unsupervised Domain Adaptation Method Based on Domain-Invariant Features Evaluation and Knowledge Distillation for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-10 (2023) - Jonas Belouadi, Steffen Eger:
UScore: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation. EACL 2023: 358-374 - Sarah Schröder, Alexander Schulz, Ivan Tarakanov, Robert Feldhans, Barbara Hammer:
Measuring Fairness with Biased Data: A Case Study on the Effects of Unsupervised Data in Fairness Evaluation. IWANN (1) 2023: 134-145 - Ravi Hassanaly, Simona Bottani, Benoît Sauty, Olivier Colliot, Ninon Burgos:
Simulation based evaluation framework for deep learning unsupervised anomaly detection on brain FDG-PET. Medical Imaging: Image Processing 2023 - Anton Tsitsulin, Marina Munkhoeva, Bryan Perozzi:
Unsupervised Embedding Quality Evaluation. TAG-ML 2023: 169-188 - Yuhang Zhang, Weihong Deng, Liang Zheng:
Unsupervised Evaluation of Out-of-distribution Detection: A Data-centric Perspective. CoRR abs/2302.08287 (2023) - Anton Tsitsulin, Marina Munkhoeva, Bryan Perozzi:
Unsupervised Embedding Quality Evaluation. CoRR abs/2305.16562 (2023) - Jianfei Yang, Hanjie Qian, Yuecong Xu, Lihua Xie:
Can We Evaluate Domain Adaptation Models Without Target-Domain Labels? A Metric for Unsupervised Evaluation of Domain Adaptation. CoRR abs/2305.18712 (2023) - Minghao Chen, Zepeng Gao, Shuai Zhao, Qibo Qiu, Wenxiao Wang, Binbin Lin, Xiaofei He:
A Study of Unsupervised Evaluation Metrics for Practical and Automatic Domain Adaptation. CoRR abs/2308.00287 (2023) - Egor Sevriugov, Ivan V. Oseledets:
Unsupervised evaluation of GAN sample quality: Introducing the TTJac Score. CoRR abs/2309.00107 (2023) - 2022
- Xin Zhang, Jafar Saniie, Sasan Bakhtiari, Alexander Heifetz:
Compression of Pulsed Infrared Thermography Data With Unsupervised Learning for Nondestructive Evaluation of Additively Manufactured Metals. IEEE Access 10: 9094-9107 (2022) - Tianbo Ji, Chenyang Lyu, Gareth J. F. Jones, Liting Zhou, Yvette Graham:
QAScore - An Unsupervised Unreferenced Metric for the Question Generation Evaluation. Entropy 24(11): 1514 (2022) - Elisabeth Fink, Phillip Clarke, Martin Spoerk, Johannes G. Khinast:
Unsupervised real-time evaluation of optical coherence tomography (OCT) images of solid oral dosage forms. J. Real Time Image Process. 19(5): 881-892 (2022)
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