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Foundations of data imbalance and solutions for a data democracy

Foundations of data imbalance and solutions for a data democracy

30 July 2021
Ajay Kulkarni
D. Chong
Feras A. Batarseh
ArXiv (abs)PDFHTML

Papers citing "Foundations of data imbalance and solutions for a data democracy"

11 / 11 papers shown
Data-Driven Prediction of Maternal Nutritional Status in Ethiopia Using Ensemble Machine Learning Models
Data-Driven Prediction of Maternal Nutritional Status in Ethiopia Using Ensemble Machine Learning Models
Amsalu Tessema
Tizazu Bayih
Kassahun Azezew
Ayenew Kassie
108
0
0
18 Sep 2025
Enhancing Synthetic Oversampling for Imbalanced Datasets Using Proxima-Orion Neighbors and q-Gaussian Weighting Technique
Enhancing Synthetic Oversampling for Imbalanced Datasets Using Proxima-Orion Neighbors and q-Gaussian Weighting Technique
Pankaj Yadav
Vivek Vijay
Gulshan Sihag
202
1
0
28 Jan 2025
Neighbor displacement-based enhanced synthetic oversampling for multiclass imbalanced data
Neighbor displacement-based enhanced synthetic oversampling for multiclass imbalanced data
I Made Putrama
Peter Martinek
272
1
0
07 Jan 2025
Leveraging Prompts in LLMs to Overcome Imbalances in Complex Educational
  Text Data
Leveraging Prompts in LLMs to Overcome Imbalances in Complex Educational Text Data
Jeanne McClure
Machi Shimmei
Noboru Matsuda
Shiyan Jiang
314
4
0
28 Apr 2024
Classification of colorectal primer carcinoma from normal colon with
  mid-infrared spectra
Classification of colorectal primer carcinoma from normal colon with mid-infrared spectraJournal of Chemometrics (J. Chemometrics), 2024
B. Borkovits
E. Kontsek
A. Pesti
P. Gordon
S. Gergely
I. Csabai
A. Kiss
P. Pollner
149
2
0
22 Mar 2024
A Review of Cybersecurity Incidents in the Food and Agriculture Sector
A Review of Cybersecurity Incidents in the Food and Agriculture Sector
Ajay Kulkarni
Yingjie Wang
Munisamy Gopinath
Dan Sobien
Abdul Rahman
Feras A. Batarseh
180
16
0
12 Mar 2024
Assessing AI Detectors in Identifying AI-Generated Code: Implications
  for Education
Assessing AI Detectors in Identifying AI-Generated Code: Implications for Education
Wei Hung Pan
Ming Jie Chok
Jonathan Leong Shan Wong
Yung Xin Shin
Yeong Shian Poon
Zhou Yang
Chun Yong Chong
David Lo
Mei Kuan Lim
DeLMO
299
54
0
08 Jan 2024
Experimenting with an Evaluation Framework for Imbalanced Data Learning
  (EFIDL)
Experimenting with an Evaluation Framework for Imbalanced Data Learning (EFIDL)
Chenyu Li
Xia Jiang
85
1
0
26 Jan 2023
Going Deeper than Tracking: a Survey of Computer-Vision Based
  Recognition of Animal Pain and Affective States
Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States
Sofia Broomé
Marcelo Feighelstein
Anna Zamansky
Gabriel Carreira Lencioni
P. Andersen
Francisca Pessanha
M. Mahmoud
Hedvig Kjellström
A. A. Salah
213
12
0
16 Jun 2022
Integration of a machine learning model into a decision support tool to
  predict absenteeism at work of prospective employees
Integration of a machine learning model into a decision support tool to predict absenteeism at work of prospective employees
Gopal Nath
A. Harfouche
Austin Coursey
Krishna K. Saha
Srikanth Prabhu
Saptarshi Sengupta
72
4
0
02 Feb 2022
A Survey on AI Assurance
A Survey on AI AssuranceJournal of Big Data (J Big Data), 2021
Feras A. Batarseh
Laura J. Freeman
321
86
0
15 Nov 2021
1
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