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"

33 / 33 papers shown

Title
Enhancing Vision-Language Models with Scene Graphs for Traffic Accident Understanding Aaron Lohner Francesco Compagno Jonathan M Francis A. Oltramari 107 3 0 10 Jan 2025
ECG Heartbeat Classification Using Multimodal Fusion Zeeshan Ahmad Anika Tabassum L. Guan N. Khan 36 83 0 21 Jul 2021
Hellinger Distance Weighted Ensemble for Imbalanced Data Stream Classification J. Grzyb J. Klikowski Michal Wo'zniak 77 29 0 30 Jan 2021
Multimodal Prototypical Networks for Few-shot Learning Frederik Pahde M. Puscas T. Klein Moin Nabi 53 90 0 17 Nov 2020
Automatic Chronic Degenerative Diseases Identification Using Enteric Nervous System Images G. Felipe J. Zanoni Camila C Sehaber-Sierakowski G. D. Bossolani S. Souza F. C. Flores Luiz Eduardo Soares de Oliveira R. M. Pereira Yandre M. G. Costa 87 4 0 31 Oct 2020
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification Danfeng Hong Lianru Gao Naoto Yokoya Jing Yao Jocelyn Chanussot Q. Du Bing Zhang 73 966 0 12 Aug 2020
Multimodal price prediction Aidin Zehtab-Salmasi Ali Reza Feizi Derakhshi Narjes Nikzad Khasmakhi M. Asgari-Chenaghlu S. Nabipour AI4TS 36 10 0 09 Jul 2020
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise Michał Koziarski Michal Wo'zniak Bartosz Krawczyk 34 116 0 07 Apr 2020
Multimodal Material Classification for Robots using Spectroscopy and High Resolution Texture Imaging Zackory M. Erickson Eliot Xing Bharat Srirangam Sonia Chernova Charles C. Kemp 59 38 0 02 Apr 2020
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 64 331 0 10 Nov 2019
Controlling for Confounders in Multimodal Emotion Classification via Adversarial Learning Mimansa Jaiswal Zakaria Aldeneh E. Provost 43 15 0 23 Aug 2019
Multimodal Age and Gender Classification Using Ear and Profile Face Images Dogucan Yaman Fevziye Irem Eyiokur H. K. Ekenel CVBM 47 29 0 23 Jul 2019
A review on deep learning techniques for 3D sensed data classification David J. Griffiths Jan Boehm 3DPC 3DV 69 165 0 09 Jul 2019
Deep Learning for Classification of Hyperspectral Data: A Comparative Review Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 66 476 0 24 Apr 2019
EmbraceNet: A robust deep learning architecture for multimodal classification Jun-Ho Choi Jong-Seok Lee 51 124 0 19 Apr 2019
Multimodal Emotion Classification Anurag Illendula A. Sheth 15 38 0 13 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 72 594 0 05 Mar 2019
Multimodal music information processing and retrieval: survey and future challenges Federico Simonetta Stavros Ntalampiras F. Avanzini 47 56 0 14 Feb 2019
A Joint Model for Multimodal Document Quality Assessment Aili Shen Bahar Salehi Timothy Baldwin Jianzhong Qi 42 25 0 04 Jan 2019
Multimodal Machine Learning for Automated ICD Coding Keyang Xu Mike Lam Jingzhi Pang Xin Gao Charlotte Band ... A. Khanna J. Cywinski K. Maheshwari P. Xie Eric Xing 47 109 0 31 Oct 2018
Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for Electroencephalography Chuanqi Tan F. Sun Wenchang Zhang Jianhua Chen Chunfang Liu 43 41 0 24 Jul 2018
A Survey on Multi-View Clustering Guoqing Chao Shiliang Sun J. Bi 53 230 0 18 Dec 2017
Temporal Multimodal Fusion for Video Emotion Classification in the Wild Valentin Vielzeuf S. Pateux F. Jurie CVBM 43 170 0 21 Sep 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 77 2,928 0 26 May 2017
Multimodal deep learning approach for joint EEG-EMG data compression and classification Ahmed Ben Said Amr M. Mohamed Tarek M. Elfouly Khaled A. Harras Z. J. Wang 28 79 0 27 Mar 2017
AENet: Learning Deep Audio Features for Video Analysis Naoya Takahashi Michael Gygli Luc Van Gool 63 150 0 03 Jan 2017
A Survey of Multi-View Representation Learning Yingming Li Ming Yang Zhongfei Zhang AI4TS 3DV 298 512 0 03 Oct 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 872 27,350 0 02 Dec 2015
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data Salman H. Khan Munawar Hayat Bennamoun Ferdous Sohel R. Togneri 72 882 0 14 Aug 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,330 0 04 Sep 2014
A Survey on Multi-view Learning Chang Xu Dacheng Tao Chao Xu AI4TS 103 1,128 0 20 Apr 2013
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 352 25,621 0 09 Jun 2011