Research on bioinformatics data classification method based on support vector machine

JOURNAL ARTICLE published 2025 in International Journal of Data Mining and Bioinformatics

Authors: Ping Yu | Chao Lv | Yunxin Long | Hui Yan | Duo Long

Classification and retrieval method of personal health data based on differential privacy

JOURNAL ARTICLE published 2025 in International Journal of Data Mining and Bioinformatics

Authors: Liang Zhao | Guanpeng Xu

Airline reviews processing: Abstractive summarization and rating-based sentiment classification using deep transfer learning

JOURNAL ARTICLE published November 2024 in International Journal of Information Management Data Insights

Authors: Ayesha Ayub Syed | Ford Lumban Gaol | Alfred Boediman | Widodo Budiharto

Feature selection based on dynamic crow search algorithm for high-dimensional data classification

JOURNAL ARTICLE published September 2024 in Expert Systems with Applications

Authors: He Jiang | Ye Yang | Qiuying Wan | Yao Dong

Data augmentation and hierarchical classification to support the diagnosis of neuropathies based on time series analysis

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Claudio Meneses Villegas | Jorge Littin Curinao | David Coo Aqueveque | Juan Guerrero-Henríquez | Martín Vargas Matamala

Reversible data hiding using morphology based pixel classification

JOURNAL ARTICLE published September 2024 in Expert Systems with Applications

Authors: Wenguang He | Long Wang | Yaomin Wang | Zhanchuan Cai | Gangqiang Xiong

A novel graph-attention based multimodal fusion network for joint classification of hyperspectral image and LiDAR data

JOURNAL ARTICLE published September 2024 in Expert Systems with Applications

Authors: Jianghui Cai | Min Zhang | Haifeng Yang | Yanting He | Yuqing Yang | Chenhui Shi | Xujun Zhao | Yaling Xun

Data and knowledge-driven deep multiview fusion network based on diffusion model for hyperspectral image classification

JOURNAL ARTICLE published September 2024 in Expert Systems with Applications

Authors: Junjie Zhang | Feng Zhao | Hanqiang Liu | Jun Yu

A two-stage case-based reasoning driven classification paradigm for financial distress prediction with missing and imbalanced data

JOURNAL ARTICLE published September 2024 in Expert Systems with Applications

Authors: Lean Yu | Mengxin Li | Xiaojun Liu

MAE-EEG-Transformer: A transformer-based approach combining masked autoencoder and cross-individual data augmentation pre-training for EEG classification

JOURNAL ARTICLE published August 2024 in Biomedical Signal Processing and Control

Authors: Miao Cai | Yu Zeng

Gan-based data augmentation to improve breast ultrasound and mammography mass classification

JOURNAL ARTICLE published August 2024 in Biomedical Signal Processing and Control

Authors: Yuliana Jiménez-Gaona | Diana Carrión-Figueroa | Vasudevan Lakshminarayanan | María José Rodríguez-Álvarez

Solution for the Robust Estimation of Heterogeneous Data Fusion Based on Classification Estimation

JOURNAL ARTICLE published August 2024 in Journal of Surveying Engineering

Authors: Yeqing Tao | Xinchuan Li | Hao Chen | Juan Yang

Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data

JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics

Research funded by National Institute of Neurological Disorders and Stroke (R01NS111744)

Authors: Md Navid Akbar | Sebastian F. Ruf | Ashutosh Singh | Razieh Faghihpirayesh | Rachael Garner | Alexis Bennett | Celina Alba | Marianna La Rocca | Tales Imbiriba | Deniz Erdoğmuş | Dominique Duncan

A fast and accurate kernel-based independence test with applications to high-dimensional and functional data

JOURNAL ARTICLE published July 2024 in Journal of Multivariate Analysis

Research funded by National Institute of Education (NIE-SUG 6-22 ZTM) | National University of Singapore (22-5699-A0001)

Authors: Jin-Ting Zhang | Tianming Zhu

A data depth based nonparametric test of independence between two random vectors

JOURNAL ARTICLE published July 2024 in Journal of Multivariate Analysis

Authors: Sakineh Dehghan | Mohammad Reza Faridrohani

Corrigendum to “Deep learning based processing framework for spatio-temporal analysis and classification of laser biospeckle data” [Opt. Laser Technol. 169 (2024) 110138]

JOURNAL ARTICLE published July 2024 in Optics & Laser Technology

Authors: Puneet Singh Thakur | Siddhesh Gawali | Ondrej Krejcar | Vimal Bhatia | Shashi Prakash

Medical Data for the Nadaraya-Watson Kernel Method in Nonparametric Regression Models Based on Hyperbolic Secant Function

JOURNAL ARTICLE published 1 July 2024 in Journal of Statistics Applications & Probability

RDBD-based Fast Depth Inter Coding for 3D-HEVC

JOURNAL ARTICLE published 1 July 2024 in Journal of Imaging Science and Technology

Authors: Wanghua Zeng | Jing Chen | Chunmei Nian | Yu Guo

ECS-SC: Long-tailed classification via data augmentation based on easily confused sample selection and combination

JOURNAL ARTICLE published July 2024 in Expert Systems with Applications

Research funded by National Natural Science Foundation of China (62376114) | Natural Science Foundation of Fujian Province (2021J011003)

Authors: Wenwei He | Junyan Xu | Jie Shi | Hong Zhao

Patterns of time-interval based patterns for improved multivariate time series data classification

JOURNAL ARTICLE published July 2024 in Engineering Applications of Artificial Intelligence

Authors: Gil Shenderovitz | Eitam Sheetrit | Nir Nissim