Imbalanced Big Data Oversampling: Taxonomy, Algorithms, Software, Guidelines and Future Directions

24 July 2021

Papers citing "Imbalanced Big Data Oversampling: Taxonomy, Algorithms, Software, Guidelines and Future Directions"

17 / 17 papers shown

Title
Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation Jie Xu Na Zhao Gang Niu Masashi Sugiyama Xiaofeng Zhu 75 0 0 06 Mar 2025
Enhancing Vision-Language Models with Scene Graphs for Traffic Accident Understanding Aaron Lohner Francesco Compagno Jonathan M Francis A. Oltramari 55 2 0 10 Jan 2025
Deep Learning-Based Noninvasive Screening of Type 2 Diabetes with Chest X-ray Images and Electronic Health Records Sanjana Gundapaneni Zhuo Zhi Miguel R. D. Rodrigues 76 0 0 14 Dec 2024
Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes Asim Waqas Aakash Tripathi Paul Stewart Mia Naeini Ghulam Rasool AI4CE 34 0 0 11 Jun 2024
Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma A. Gomaa Yixing Huang Amr Hagag Charlotte Schmitter Daniel Höfler ... U. Gaipl S. Semrau Christoph Bert R. Fietkau F. Putz 19 8 0 21 May 2024
A review of deep learning-based information fusion techniques for multimodal medical image classification Yi-Hsuan Li Mostafa EL HABIB DAHO Pierre-Henri Conze Rachid Zeghlache Hugo Le Boité R. Tadayoni B. Cochener M. Lamard G. Quellec 22 2 0 23 Apr 2024
A Survey on Multimodal Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang Syed Tousiful Haque Yan Yan A. Ngu 66 5 0 14 Apr 2024
Reading Between the Frames: Multi-Modal Depression Detection in Videos from Non-Verbal Cues David Gimeno-Gómez Ana-Maria Bucur Adrian Cosma Carlos David Martínez Hinarejos Paolo Rosso 27 11 0 05 Jan 2024
Non-contact Multimodal Indoor Human Monitoring Systems: A Survey L. Nguyen Praneeth Susarla Anirban Mukherjee Manuel Lage Cañellas Constantino Álvarez Casado Xiaoting Wu Olli Silvén D. Jayagopi Miguel Bordallo López 16 1 0 11 Dec 2023
Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images Mostafa EL HABIB DAHO Yi-Hsuan Li Rachid Zeghlache Yapo Cedric Atse Hugo Le Boité ... R. Tadayoni B. Cochener Pierre-Henri Conze M. Lamard G. Quellec 19 7 0 03 Oct 2023
Explainable Multi-View Deep Networks Methodology for Experimental Physics Nadav Schneider Muriel Tzdaka G. Sturm Guy Lazovski G. Bar G. Oren R. Gvishi Gal Oren 17 0 0 16 Aug 2023
MultiSChuBERT: Effective Multimodal Fusion for Scholarly Document Quality Prediction Gideon Maillette de Buy Wenniger Thomas van Dongen Lambert Schomaker 11 3 0 15 Aug 2023
Multimodal Data Integration for Oncology in the Era of Deep Neural Networks: A Review Asim Waqas Aakash Tripathi Ravichandran Ramachandran Paul Stewart Ghulam Rasool AI4CE 32 29 0 11 Mar 2023
MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields Jiaying Lu Yongchen Qian Shifan Zhao Yuanzhe Xi Carl Yang VLM 19 3 0 06 Feb 2023
The Hateful Memes Challenge Next Move Weijun Jin Lance Wilhelm VLM 8 1 0 13 Dec 2022
Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies Elias Villalvazo-Avila F. Lopez-Tiro Jonathan El Beze Jacques Hubert M. González-Mendoza G. Ochoa-Ruiz C. Daul 22 8 0 05 Nov 2022
Hellinger Distance Weighted Ensemble for Imbalanced Data Stream Classification J. Grzyb J. Klikowski Michal Wo'zniak 15 26 0 30 Jan 2021