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Publication search results
found 602 matches
- 2025
- Yao Li
, Ming Chi
, Xiaodong Liu
:
Efficient data stream clustering via elastic sparse representation and Bayesian dictionary learning. Expert Syst. Appl. 274: 126889 (2025) - Rani Adam
, Daniel R. Catchpoole
, Simeon J. Simoff, Zhonglin Qu
, Paul J. Kennedy
, Quang Vinh Nguyen
:
Lossless Compression with Trie-Based Shared Dictionary for Omics Data in Edge-Cloud Frameworks. J. Sens. Actuator Networks 14(2): 41 (2025) - Quan Yu
, Minru Bai
:
Data-Driven Tensor Dictionary Learning for Image Alignment. J. Sci. Comput. 102(3): 68 (2025) - Lina Liu
, Zhao Liu
:
Tensor Decomposition Dictionary Learning With Low-Rank Regularization for Seismic Data Denoising. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - Qin Zhang, Tao Liu
, Junghui Chen
, Jingxiang Liu, Qi Zhang, Hongbin Zhang
:
Near-Infrared Spectrum Calibration by Deep Dictionary Learning Regression With Data Augmentation for In-Situ Moisture Measurement of Fluidized Bed Drying Process. IEEE Trans. Instrum. Meas. 74: 1-13 (2025) - Zhiyu Liang
, Zheng Liang
, Hongzhi Wang
, Bo Zheng
:
FedDict: Towards Practical Federated Dictionary-Based Time Series Classification. IEEE Trans. Knowl. Data Eng. 37(4): 1785-1803 (2025) - Rebecca Clain, Eduardo Fernandes Montesuma, Fred Ngolè Mboula:
Decentralized Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. ICASSP 2025: 1-5 - Shuai Xu, Rui Jin, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali:
Multiset FMRI Data Analysis with Subject Group Information using Structured Dictionary Learning. ISBI 2025: 1-4 - Matthew Johnson
, Sabbir M. Rashid
, Deborah L. McGuinness
:
Improving Tabular Reusability Through Data Dictionary Descriptions. ICSC 2025: 209-216 - Tingna Wang, Sikai Zhang, Limin Sun:
Dictionary-Learning-Based Data Pruning for System Identification. CoRR abs/2502.11484 (2025) - Rebecca Clain, Eduardo Fernandes Montesuma, Fred Ngolè Mboula:
Decentralized Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. CoRR abs/2503.17683 (2025) - Serry Sibaee, Samar Ahmed, Abdullah Alharbi, Omer Nacar, Adel Ammar, Yasser AlHabashi, Wadii Boulila:
Advancing Arabic Reverse Dictionary Systems: A Transformer-Based Approach with Dataset Construction Guidelines. CoRR abs/2504.21475 (2025) - Anas Hattay, Mayara Ayat, Fred Ngolè Mboula:
Unsupervised Dataset Dictionary Learning for domain shift robust clustering: application to sitting posture identification. CoRR abs/2506.19410 (2025) - 2024
- Qiuwei Fang
:
Research on the Cultivation of Practical English Talents Based on a Big Data-Driven Model and Sentiment Dictionary Analysis. IEEE Access 12: 80922-80929 (2024) - Yanan Fu
, Haidong Sun, Yongjun Wu, Hairong Xin
, Baoyun Deng
, Ziang Lin, Hengyang Zhang, Longzhe Yin
, Xinying Bing, Tingting Shang, Haobing Yuan
, Dechao Feng
:
Design and Implementation of a Medical Device Data Dictionary System Based on Software Engineering Theory. IEEE Access 12: 113126-113137 (2024) - Usman Haider
, Muhammad Hanif
, Ahmar Rashid
, Khursheed Aurangzeb
, Akhtar Khalil, Musaed A. Alhussein
:
Discriminative Dictionary Learning Using Penalized Rank-1 Approximation for Breast Cancer Classification With Imbalanced Dataset. IEEE Access 12: 5837-5850 (2024) - Qing Li:
Wavelet-based spatiotemporal sparse quaternion dictionary learning for reconstruction of multi-channel vibration data. Appl. Soft Comput. 167: 112354 (2024) - Fangmin Sheng
, Yuhu Shi
, Lei Wang, Ying Li, Hua Zhang, Weiming Zeng
:
A Novel Dictionary Learning Algorithm Based on Prior Knowledge for fMRI Data Analysis. Int. J. Imaging Syst. Technol. 34(6) (2024) - Tayyebe Feizi
, Mohammad Hossein Moattar
, Hamid Tabatabaee:
M2GDL: Multi-manifold guided dictionary learning based oversampling and data validation for highly imbalanced classification problems. Inf. Sci. 682: 121280 (2024) - Jiahui He, Zhijun Cheng, Bo Guo:
Anomaly detection in telemetry data using a jointly optimal one-class support vector machine with dictionary learning. Reliab. Eng. Syst. Saf. 242: 109717 (2024) - Rachid Boukrab
, Alba Pagès-Zamora
:
Online joint graph topology and dictionary learning for enhanced data representation. Signal Process. 225: 109621 (2024) - Hadis Bashiri
, Hassan Naderi:
LexiSNTAGMM: an unsupervised framework for sentiment classification in data from distinct domains, synergistically integrating dictionary-based and machine learning approaches. Soc. Netw. Anal. Min. 14(1): 102 (2024) - Deshan Feng
, Li He
, Xun Wang
, Yougan Xiao
, Guoxing Huang
, Liqiong Cai
, Xiaoyong Tai
:
Efficient Denoising of Multidimensional GPR Data Based on Fast Dictionary Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 5221-5233 (2024) - Duo Qiu, Bei Yang, Xiongjun Zhang
:
Robust Tensor Completion via Dictionary Learning and Generalized Nonconvex Regularization for Visual Data Recovery. IEEE Trans. Circuits Syst. Video Technol. 34(11): 11026-11039 (2024) - Weiqi Wang
, Jidong Yang
, Zhenchun Li
, Jianping Huang
, Chong Zhao:
Seismic Data Denoising Using a New Framework of FABEMD-Based Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-9 (2024) - Zixiang Zhou
, Juan Wu
, Min Bai
, Bo Yang, Zhaoyang Ma:
Fast Dictionary Learning Based on Data-Driven Tight Frame for 3-D Seismic Data Denoising. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - Li Wan
, Tansu Alpcan
, Margreta Kuijper
, Emanuele Viterbo
:
Lightweight Conceptual Dictionary Learning for Text Classification Using Information Compression. IEEE Trans. Knowl. Data Eng. 36(12): 8711-8717 (2024) - Naghmeh Farhangkhah, Sadegh Samadi, Mohammad R. Khosravi, Reza Mohseni:
Overcomplete pre-learned dictionary for incomplete data SAR imaging towards pervasive aerial and satellite vision. Wirel. Networks 30(5): 3989-4001 (2024) - Shuai Xu, Rui Jin, Seung-Jun Kim, Tülay Adali, Vince D. Calhoun:
Improved Dictionary Learning for FMRI Data Analysis Capturing Common and Individual Activation Maps. IEEECONF 2024: 549-553 - Tinghui Ouyang, Toshiyuki Amagasa:
Textual Out-of-Distribution Data Detection Based on Granular Dictionary. IEEE Big Data 2024: 8333-8340
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