Domain Adaptation for Statistical Classifiers

Cited by (815)

Items 401–500 of 815

1. Simple domain adaptation for cross-dataset analyses of brain MRI data
   Christoph D. Hofer, Roland Kwitt, Yvonne Höller, Eugen Trinka, Andreas Uhl · 2017 · IEEE International Symposium on Biomedical Imaging (ISBI)
2. A Pattern-Based Method for Medical Entity Recognition From Chinese Diagnostic Imaging Text
   Zihong Liang, Junjie Chen, Zhaopeng Xu, Yuyang Chen, Tianyong Hao · 2019 · Frontiers in Artificial Intelligence
3. Survey on Social Networks Data Analysis
   Soufiene Jaffali, Salma Jamoussi, Nesrine Khelifi, Abdelmajid Ben Hamadou · 2019 · Communications in computer and information science
4. Language modeling for limited-data domains
   James Robert Glass, Bo-June Paul Hsu · 2009
5. Estimating the Brittleness of AI: Safety Integrity Levels and the Need for Testing Out-Of-Distribution Performance
   Andrew J. Lohn · 2020 · arXiv (Cornell University)
6. Multi-task learning with Gaussian processes
   Kian Ming A. Chai · 2010 · ERA
7. Machine Learning-based Reduced-Order Model and multi-fidelity approaches for field reconstruction in CFD: A review
   Haibin Wu, Xiaojing Wang, Wei Su, Suli Yang, Zhengyang Li · 2025 · Chemical Engineering Science
8. Pairwise cross-domain factor model for heterogeneous transfer ranking
   Bo Long, Yi Chang, Anlei Dong, Jianzhang He · 2012 · ACM International Conference on Web Search and Data Mining (WSDM)
9. Inferring the Demographics of Search Users
   Bin Bi Ucla, Milad Shokouhi, Michał Kosiński, Thore Graepel · 2013
10. Soft labeling constraint for generalizing from sentiments in single domain
    Abhinaba Roy, Erik Cambria · 2022 · Knowledge-Based Systems
11. Context-Aware Collaborative Data Stream Mining in Ubiquitous Devices
    João Bártolo Gomes, Mohamed Medhat Gaber, Pedro Sousa, Ernestina Menasalvas · 2011 · Lecture notes in computer science
12. Improving Classifier Performance Using Data with Different Taxonomies
    Tomoharu Iwata, Toshiyuki Tanaka, Takeshi Yamada, Naonori Ueda · 2010 · IEEE Transactions on Knowledge and Data Engineering
13. An Efficient yet Effective Random Partitioning and Feature Weighting Approach for Transfer Learning
    Jafar Tahmoresnezhad, Sattar Hashemi · 2015 · International Journal of Pattern Recognition and Artificial Intelligence
14. A Universal Model for Discourse-Level Argumentation Analysis
    Henning Wachsmuth, Benno Stein · 2017 · ACM Transactions on Internet Technology
15. A novel knowledge-leverage-based transfer learning algorithm
    Meiling Li, Qun Dai · 2017 · Applied Intelligence
16. Online Updating of Word Representations for Part-of-Speech Tagging
    Wenpeng Yin, Tobias Schnabel, Hinrich Schütze · 2015 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
17. Bi-directional online transfer learning: a framework
    Helen McKay, Nathan Griffiths, Phillip M. Taylor, Theo Damoulas, Xu Zhou · 2020 · Annals of Telecommunications
18. A supervised data mining approach for predicting comment card ratings
    Abdullah Tanrısevdi, Gözde Başak Özturk, Ahmet Cumhur Öztürk · 2022 · International Journal of Contemporary Hospitality Management
19. Hyperspectral image classification with SVM-based domain adaption classifiers
    Zhuo Sun, Yu Zang, Peng Li, Hanyun Wang, Jonathan Li · 2012 · International Conference on Computer Vision in Remote Sensing (CVRS)
20. Information-theoretic Multi-view Domain Adaptation
    Pei Yang, Wei Guang Gao, Qi Tan, Kam‐Fai Wong · 2012
21. Dictionary based sparse representation for domain adaptation
    Rishabh Mehrotra, Rushabh Agrawal, Syed Aqueel Haider · 2012 · ACM International Conference on Information and Knowledge Management (CIKM)
22. Learning and Domain Adaptation
    Yishay Mansour · 2009 · Lecture notes in computer science
23. An empirical investigation into the inconsistency of sequential active learning
    Marco Loog, Yazhou Yang · 2016 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
24. Auxiliary-model-based domain adaptation for reciprocating compressor diagnosis under variable conditions
    Lixiang Duan, Xuduo Wang, Mengyun Xie, Yuan Zhuang, Jinjiang Wang · 2018 · Journal of Intelligent & Fuzzy Systems
25. n-Reference Transfer Learning for Saliency Prediction
    Yan Luo, Yongkang Wong, Mohan Kankanhalli, Qi Zhao · 2020 · Lecture notes in computer science
26. Exploring variation across biomedical subdomains
    Tom Lippincott, Diarmuid Ó Séaghdha, Lin Sun, Anna Korhonen · 2010
27. NLPR at Multilingual Opinion Analysis Task in NTCIR7
    Kang Liu, Jun Zhao · 2013
28. Friendship Prediction in Composite Social Networks
    Erheng Zhong, Evan Wei Xiang, Wei Fan, Nathan Liu, Qiang Yang · 2014 · arXiv (Cornell University)
29. Domain Adaptation with Optimal Transport on the Manifold of SPD matrices
    Or Yair, Felix Dietrich, Ronen Talmon, Ioannis G. Kevrekidis · 2019 · arXiv (Cornell University)
30. Some Thoughts Concerning Transfer Learning, with Applications to Meta-Analysis and Data-Sharing Estimation
    Judea Pearl · 2013 · SSRN Electronic Journal
31. A Transferable Framework of PV Power Forecasting for Cross-Regional Distributed PV Systems Using Domain Adversarial Temporal Network
    Jiaqi Qu, Qiang Sun, Zheng Qian, Hamidreza Zareipour, Zhao Yang Dong · 2025 · IEEE Transactions on Industrial Informatics
32. Intra-document structural frequency features for semi-supervised domain adaptation
    Andrew O. Arnold, William W. Cohen · 2008 · ACM International Conference on Information and Knowledge Management (CIKM)
33. Adapting Classification Cascades to New Domains
    Vidit Jain, Sachin Farfade · 2013 · IEEE/CVF International Conference on Computer Vision (ICCV)
34. Selective Combination of Pivot and Direct Statistical Machine Translation Models
    Ahmed El Kholy, Nizar Y. Habash, Gregor Leusch, Evgeny Matusov, Hassan Sawaf · 2013 · International Joint Conference on Natural Language Processing
35. Feature Projection-Based Unsupervised Domain Adaptation for Acoustic Scene Classification
    Alessandro Ilic Mezza, Emanuël A. P. Habets, Meinard Müller, Augusto Sarti · 2020 · Machine learning for signal processing ...
36. A constrained optimization approach for cross-domain emotion distribution learning
    Xiaorui Qin, Yufu Chen, Yanghui Rao, Haoran Xie, Man Leung Wong, Fu Lee Wang · 2021 · Knowledge-Based Systems
37. Cross-Domain Personalized Learning Resources Recommendation Method
    Long Wang, Zhiyong Zeng, Ruizhi Li, Hua Pang · 2013 · Mathematical Problems in Engineering
38. Cross-language query classification using web search for exogenous knowledge
    Xuerui Wang, Andrei Broder, Evgeniy Gabrilovich, Vanja Josifovski, Bo Pang · 2009 · ACM International Conference on Web Search and Data Mining (WSDM)
39. Learning to Classify With Possible Sensor Failures
    Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero · 2016 · IEEE Transactions on Signal Processing
40. Quantum subspace alignment for domain adaptation
    Xi He · 2020 · Physical Review A
41. Learning Unbiased Representations via Rényi Minimization
    Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki · 2021 · Lecture notes in computer science
42. Transfer learning for fine-grained entity typing
    Feng Hou, Ruili Wang, Yi Zhou · 2021 · Knowledge and Information Systems
43. Unsupervised JPEG Domain Adaptation for Practical Digital Image Forensics
    Rony Abecidan, Vincent Itier, Jérémie Boulanger, Patrick Bas · 2021 · IEEE International Workshop on Information Forensics and Security
44. Transfer Learning beyond Text Classification
    Qiang Yang · 2009 · Lecture notes in computer science
45. Coursebook Texts as a Helping Hand for Classifying Linguistic Complexity in Language Learners’ Writings
    Ildikó Pilán, David Alfter, Elena Volodina · 2016 · International Conference on Computational Linguistics
46. International Journal of Ethics in Engineering & Management Education
    Publisher vision-i · 2014 · ADVANCED SCIENCES INDEX
47. Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization
    Vikas Garg, Adam Tauman Kalai, Katrina Ligett, Zhiwei Steven Wu · 2020 · arXiv (Cornell University)
48. Korean Semantic Role Labeling Using Domain Adaptation Technique
    Soojong Lim, Yongjin Bae, Hyunki Kim, Dong-Yul Ra · 2015 · Journal of KIISE
49. Extended MDL principle for feature-based inductive transfer learning
    Hao Shao, Bin Tong, Einoshin Suzuki · 2012 · Knowledge and Information Systems
50. Auto-Tuning Kernel Mean Matching
    Yun-Qian Miao, Ahmed Farahat, Mohamed S. Kamel · 2013 · IEEE ... International Conference on Data Mining workshops
51. Ranking function adaptation with boosting trees
    Keke Chen, Jing Bai, Zhaohui Zheng · 2011 · ACM Transactions on Information Systems
52. Transferred Feature Selection
    Wei Bi, Yuan Shi, Zhenzhong Lan · 2009 · IEEE ... International Conference on Data Mining workshops
53. Transfer Learning: Scenarios, Self-Taught Learning, and Multitask Learning
    Uday Kamath, John Liu, James Whitaker · 2019 · Springer eBooks
54. Cross-database facial expression recognition based on hybrid improved unsupervised domain adaptation
    Cong Jin · 2022 · Multimedia Tools and Applications
55. Differential geometric representations and algorithms for some pattern recognition and computer vision problems
    Ruonan Li, Pavan K. Turaga, Anuj Srivastava, Rama Chellappa · 2013 · Pattern Recognition Letters
56. Structural correspondence learning for parse disambiguation
    Barbara Plank · 2009 · Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop (EACL SRW)
57. Modeling tissue contamination to improve molecular identification of the primary tumor site of metastases
    Martin Vincent, Katharina Anne Perell, Finn Cilius Nielsen, Gedske Daugaard, Niels Richard Hansen · 2014 · Bioinformatics
58. A new transfer learning framework with application to model-agnostic multi-task learning
    Sunil Gupta, Santu Rana, Budhaditya Saha, Dinh Phung, Svetha Venkatesh · 2016 · Knowledge and Information Systems
59. Kernel subspace alignment for unsupervised domain adaptation
    Mingwei Xu, Songsong Wu, Xiao‐Yuan Jing, Jingyu Yang · 2015 · Proceedings - International Conference on Image Processing
60. Domain adaptation with low-rank alignment for weakly supervised hand pose recovery
    Chaoqun Hong, Zhiqiang Zeng, Rongsheng Xie, Weiwei Zhuang, Xiaodong Wang · 2017 · Signal Processing
61. On generalization in moment-based domain adaptation
    Werner Zellinger, Bernhard A. Moser, Susanne Saminger-Platz · 2020 · Annals of Mathematics and Artificial Intelligence
62. 3D Laser Scan Classification Using Web Data and Domain Adaptation
    Kevin Lai, Dieter Fox · 2010 · The MIT Press eBooks
63. Optimal Transport on the Manifold of SPD Matrices for Domain Adaptation
    Or Yair, Felix Dietrich, Ronen Talmon, Ioannis G. Kevrekidis · 2019 · arXiv (Cornell University)
64. Privacy-sensitive federated learning for cross-domain adaptation: The Mamba-MoE approach
    Muhammad Kashif Jabbar, Jianjun Huang, Ayesha Jabbar, Zaka Ur Rehman · 2025 · Results in Engineering
65. Simple and Knowledge-intensive Generative Model for Named Entity Recognition
    Chun-Kai Wang, Bo-June Paul Hsu, Ming‐Wei Chang, Emre Kıcıman · 2013
66. Heterogeneous Domain Adaptation With Generalized Similarity and Dissimilarity Regularization
    Yuqing Chen, Zhencai Shen, Daoliang Li, Ping Zhong, Yingyi Chen · 2024 · IEEE Transactions on Neural Networks and Learning Systems
67. Domain Adaptation in Reinforcement Learning: Approaches, Limitations, and Future Directions
    Bin Wang · 2024 · Journal of The Institution of Engineers (India) Series B
68. Distinguishing locations across perimeters using wireless link measurements
    Junxing Zhang, Sneha Kumar Kasera, Neal Patwari, Piyush Rai · 2011 · IEEE Conference on Computer Communications (INFOCOM)
69. The Application of Sentiment Analysis and Text Analytics to Customer Experience Reviews to Understand What Customers Are Really Saying
    Conor Gallagher, Eoghan Furey, Kevin Curran · 2022 · IGI Global eBooks
70. Domain-Adaptation Technique for Semantic Role Labeling with Structural Learning
    Soojong Lim, Changki Lee, Pum-Mo Ryu, Hyunki Kim, Sang Kyu Park, Dong-Yul Ra · 2014 · ETRI Journal
71. Query Weighting for Ranking Model Adaptation
    Peng Cai, Wei Guang Gao, Aoying Zhou, Kam‐Fai Wong · 2011
72. Cross-Domain Bootstrapping for Named Entity Recognition
    Ang Sun, Ralph Grishman · 2011
73. Better Automatic Treebank Conversion Using A Feature-Based Approach
    Muhua Zhu, Jingbo Zhu, Minghan Hu · 2011
74. Feature-space SVM adaptation for speaker adapted word prominence detection
    Andrea Schnall, Martin Heckmann · 2018 · Computer Speech & Language
75. DSTL: Solution to Limitation of Small Corpus in Speech Emotion Recognition
    Ying Chen, Zhongzhe Xiao, Xiaojun Zhang, Zhi Tao · 2019 · Journal of Artificial Intelligence Research
76. Learning over categorical data using counting features
    Xuyang Wu, Xinyang Gao, Weinan Zhang, Rui Luo, Yi-Xiang Wang · 2019
77. Operationally Relevant Artificial Training for Machine Learning: Improving the Performance of Automated Target Recognition Systems
    Gavin S. Hartnett, Lance Menthe, Jasmin Léveillé, Damien Baveye, Li Ang Zhang, Dara Gold, Jeff Hagen, Jia Xu · 2020 · RAND Corporation eBooks
78. A Two-Stage Algorithm for Domain Adaptation with Application to Sentiment Transfer Problems
    Qiong Wu, Songbo Tan, Miyi Duan, Xueqi Cheng · 2010 · Lecture notes in computer science
79. Glen, Glenda or Glendale
    Shane Bergsma, Dekang Lin, Randy G. Goebel · 2009 · Conference on Computational Natural Language Learning
80. Human Activity Recognition Based on Transfer Learning
    Jinyong Pang · 2018 · Digital Commons - University of South Florida (University of South Florida)
81. Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling
    Xiaochuang Han, Jacob Eisenstein · 2019 · arXiv (Cornell University)
82. Bayesian nested latent class models for cause-of-death assignment using verbal autopsies across multiple domains
    Zehang Li, Zhenke Wu, Irena Chen, Samuel J. Clark · 2024 · The Annals of Applied Statistics
83. Explainable Domain Adaptation Learning Framework for Credit Scoring in Internet Finance Through Adversarial Transfer Learning and Ensemble Fusion Model
    Feiyang Xu, Runchi Zhang · 2025 · Mathematics
84. Traitement automatique des entités nommées en arabe : détection et traduction
    Souhir Gahbiche, Hélène Bonneau-Maynard, François Yvon · 2014 · HAL
85. Matching Distributions Algorithms Based on the Earth Mover’s Distance for Ordinal Quantification
    Alberto Castaño, Pablo González, Jaime Alonso González, Juan José del Coz · 2022 · IEEE Transactions on Neural Networks and Learning Systems
86. A Bio-Inspired Method For Breast Histopathology Image Classification Using Transfer Learning
    R. K. Chandana Mani, J Kamalakannan, Yagateela Pandu Rangaiah, Sesham Anand · 2023 · Journal of Artificial Intelligence and Technology
87. Optimal Support Features for Meta-Learning
    Włodzisław Duch, Tomasz Maszczyk, Marek Grochowski · 2011 · Studies in computational intelligence
88. A case study on meta-generalising: a Gaussian processes approach
    Grigorios Skolidis, Guido Sanguinetti · 2012
89. Semi-supervised Learning with Transfer Learning
    Huiwei Zhou, Yan Zhang, Degen Huang, Lishuang Li · 2013 · Lecture notes in computer science
90. Review of metric learning with transfer learning
    Jiajun Pan · 2017 · AIP conference proceedings
91. Coupled Unsupervised Deep Convolutional Domain Adaptation for Speech Emotion Recognition
    Ocquaye Elias Nii Noi, Mao Qirong, Guopeng Xu, Yanfei Xue · 2018 · IEEE International Conference on Multimedia Big Data
92. Transfer Learning in Sentiment Classification with Deep Neural Networks
    Andrea Pagliarani, Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi · 2019 · Communications in computer and information science
93. Weakly Supervised Domain Detection
    Yumo Xu, Mirella Lapata · 2019 · Transactions of the Association for Computational Linguistics
94. Learning Transferable Distance Functions for Human Action Recognition
    Weilong Yang, Yang Wang, Greg Mori · 2010 · Advances in computer vision and pattern recognition
95. Leveraging Multiple Domains for Sentiment Classification.
    Fan Yang, Arjun Mukherjee, Yifan Zhang · 2016 · International Conference on Computational Linguistics
96. Domain adaptation of translation models for multilingual applications
    Yiming Yang, Jaime Carbonell, Monica Rogati · 2009
97. A risk minimization framework for domain adaptation
    Bo Long, Sudarshan Lamkhede, Srinivas Vadrevu, Ya Zhang, Belle L. Tseng · 2009 · ACM International Conference on Information and Knowledge Management (CIKM)
98. Domain Adaptation for Statistical Machine Translation of Corporate and User-Generated Content
    Pratyush Banerjee · 2013 · Dublin City University Open Access Institutional Repository (Dublin City University)
99. Conceptual Search And Text Categorization
    Lev Ratinov, Dan Roth, Vivek Srikumar · 2008 · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)
100. Crowdsourcing annotation for machine learning in natural language processing tasks
     Chris Callison-Burch, Omar F. Zaidan · 2012