Retraction

Comprehensive analysis for class imbalance data with concept drift using ensemble based classification

Paper Information

Record ID:

37556

Author(s):

S Priya
R Annie Uthra

Journal:

Journal of Ambient Intelligence and Humanized Computing ( Springer - Nature Publishing Group )

Publication Date:

April 11, 2020

Retraction Date:

June 06, 2022 (3.5 years years ago)

Subject:

Broad Categories:
Computer Science

Specific Fields:
Computer Science

Institution:

Department of CSE, SRM Institute of Science and Technology, Tamil Nadu, Kattankulathur, 603 203, India

Country:

🇮🇳 India

Article Type:

Research Article

Publisher:

Springer - Nature Publishing Group

Open Access:

Yes

DOI:

10.1007/s12652-020-01934-y

PubMed ID:

Not indexed in PubMed

Retraction PubMed ID:

Not indexed in PubMed

Retraction Details

Retraction Reasons:

Nature of Retraction:

Retraction

Retraction Notice:

10.1007/s12652-022-04066-7

Citations (33)

33

Total Citations

19

Post-Retraction
(57.6%)

14

Pre-Retraction

0

Same Day

Post-Retraction Citation Analysis

2 Within 30 days

9 Within 1 year

2 After 2+ years

808 Days since retraction (latest)

Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions

Farhana Sharief, Humaira Ijaz, Mohammad Shojafar et al. (4 authors)

ACM Computing Surveys Open Access

Published: Aug 2024
3 citations

808 days after retraction

A hybrid approach based on PUF and ML to protect MQTT based IoT system from DDoS attacks

Ankit Sharma, Kriti Bhushan

Cluster Computing

Published: Jul 2024
4 citations

760 days after retraction

An Enhanced Ensemble Learning Method for Sentiment Analysis based on Q-learning

Mohammad Savargiv, Behrooz Masoumi, Mohammad Reza Keyvanpour

Iranian Journal of Science and Technology Transactions of Electrical Engineering

Published: Apr 2024

676 days after retraction

A Survey Study on Proposed Solutions for Imbalanced Big Data

Shaymaa Ahmed Razoqi, Ghayda Al-Talib

Iraqi Journal of Science Open Access

Published: Mar 2024
1 citation

662 days after retraction

Explainable data stream mining: Why the new models are better

Hanqing Hu, Mehmed Kantardzic, Shreyas Kar

Intelligent Decision Technologies

Published: Feb 2024

624 days after retraction

Online active learning method for multi-class imbalanced data stream

Ang Li, Meng Han, Dongliang Mu et al. (5 authors)

Knowledge and Information Systems

Published: Dec 2023
1 citation

565 days after retraction

An adaptive XGBoost-based optimized sliding window for concept drift handling in non-stationary spatiotemporal data streams classifications

Ature Angbera, Huah Yong Chan

The Journal of Supercomputing

Published: Nov 2023
6 citations

522 days after retraction

Ensemble Learning for fraud detection in Online Payment System

Et al. Kothapalli. Mandakini

International Journal on Recent and Innovation Trends in Computing and Communication Open Access

Published: Nov 2023

514 days after retraction

A Consolidated Study On Advanced Classification Techniques Used On Stream Data

Dhara Joshi, Madhu Shukla

Unknown Journal

Published: Oct 2023
1 citation

497 days after retraction

Assessing Machine Learning Techniques for Intrusion Detection in Cyber-Physical Systems

Vinicius Figueiredo dos Santos, Célio Albuquerque, Diego Passos et al. (5 authors)

Energies Open Access

Published: Aug 2023
8 citations

438 days after retraction

Autonomic active learning strategy using cluster-based ensemble classifier for concept drifts in imbalanced data stream

Bohnishikha Halder, K. M. Azharul Hasan, Toshiyuki Amagasa et al. (4 authors)

Expert Systems with Applications

Published: Jun 2023
9 citations

362 days after retraction

Concept Drift in Software Defect Prediction: A Method for Detecting and Handling the Drift

Arvind Kumar Gangwar, Sandeep Kumar

ACM Transactions on Internet Technology

Published: Mar 2023
9 citations

294 days after retraction

Combined Effect of Concept Drift and Class Imbalance on Model Performance During Stream Classification

Abdul Sattar Palli, Jafreezal Jaafar, Manzoor Ahmed Hashmani et al. (6 authors)

Computers, materials & continua/Computers, materials & continua (Print) Open Access

Published: Jan 2023
4 citations

209 days after retraction

A Hybrid Labeling Strategy for Imbalanced Data Stream in Presence of Concept Drifts

Bohnishikha Halder, K. M. Azharul Hasan

Unknown Journal

Published: Dec 2022
1 citation

194 days after retraction

WMTDBC: An unsupervised multivariate analysis model for fraud detection in health insurance claims

Lavanya Settipalli, G. R. Gangadharan

Expert Systems with Applications

Published: Nov 2022
23 citations

166 days after retraction

Customer Behaviour Analysis to Improve Detection of Fraudulent Transactions Using Deep Learning

Fereshteh Baratzadeh, Seyed Mohammad Hossein Hasheminejad

Research Square (Research Square) Open Access

Published: Sep 2022

114 days after retraction

Identify and Classify CORN Leaf Diseases Using a Deep Neural Network Architecture

Naresh Kumar Trivedi, Shikha Maheshwari, Abhineet Anand et al. (5 authors)

Lecture notes in networks and systems

Published: Jul 2022
6 citations

50 days after retraction

Adaptive Synthetic Oversampling Algorithm for Handling Class Imbalance in Multi-Class Data Stream Classification

S. Priya, Annie Uthra

Journal of Computer Science Open Access

Published: Jul 2022
3 citations

25 days after retraction

Adaptive windowing based recurrent neural network for drift adaption in non-stationary environment

Shubhangi Suryawanshi, Anurag Goswami, Pramod Patil et al. (4 authors)

Journal of Ambient Intelligence and Humanized Computing Open Access

Published: Jun 2022
9 citations

24 days after retraction

Leaf Disease Classification in Smart Agriculture Using Deep Neural Network Architecture and IoT

Kadiyala Ramana, Rajanikanth Aluvala, M. Rudra Kumar et al. (6 authors)

Journal of Circuits Systems and Computers

Published: May 2022
28 citations

26 days before retraction

Efficient quantile tracking using an oracle

Hugo Lewi Hammer, Anis Yazidi, Michael A. Riegler et al. (4 authors)

Applied Intelligence Open Access

Published: Apr 2022

53 days before retraction

Classification algorithm for class imbalanced data based on optimized Mahalanobis-Taguchi system

Ting Mao, Li Zhou, Yueyi Zhang et al. (4 authors)

Applied Intelligence

Published: Jan 2022
8 citations

142 days before retraction

Importance of Self-Learning Algorithms for Fraud Detection Under Concept Drift

Shamitha S Kotekani, V. Ilango

Lecture notes in electrical engineering

Published: Jan 2022
1 citation

156 days before retraction

An Empirical Study of Online Learning in Non-stationary Data Streams Using Ensemble of Ensembles

Radhika V. Kulkarni, S. Revathy, Suhas Patil

International Journal on Advanced Science Engineering and Information Technology Open Access

Published: Oct 2021
2 citations

237 days before retraction

Adaptive telecom churn prediction for concept-sensitive imbalance data streams

Affan Ahmad Toor, Muhammad Usman

The Journal of Supercomputing

Published: Aug 2021
9 citations

294 days before retraction

An Intrusion Detection System for the Internet of Things Based on Machine Learning: Review and Challenges

Ahmed Adnan, Abdullah Muhammed, Abdul Ghani et al. (5 authors)

Symmetry Open Access

Published: Jun 2021
49 citations

367 days before retraction

Streaming Data and Data Streams

Taiwo Kolajo, Olawande Daramola, Ayodele A. Adebiyi

Wiley StatsRef: Statistics Reference Online

Published: May 2021
1 citation

385 days before retraction

Minority Resampling Based Ensemble Framework Using Enhanced Early Drift Detection Method For Imbalanced Data Streams

S. Baghavathi Priya, Annie Uthra

Research Square (Research Square) Open Access

Published: Jan 2021

510 days before retraction

Performance Degradation of Multi-class Classification Model Due to Continuous Evolving Data Streams

Abdul Sattar Palli, Jafreezal Jaafar, Manzoor Ahmed Hashmani

Lecture notes on data engineering and communications technologies

Published: Jan 2021
1 citation

521 days before retraction

Fuzzy Hoeffding Decision Tree for Data Stream Classification

Pietro Ducange, Francesco Marcelloni, Riccardo Pecori

International Journal of Computational Intelligence Systems Open Access

Published: Jan 2021
27 citations

521 days before retraction

A Benchmark of Data Stream Classification for Human Activity Recognition on Connected Objects

Martin Khannouz, Tristan Glatard

Sensors Open Access

Published: Nov 2020
11 citations

570 days before retraction

WITHDRAWN: ResNet - deep neural network architecture for leaf disease classification

K. Deeba, B. Amutha

Microprocessors and Microsystems

Published: Oct 2020
45 citations

613 days before retraction

A benchmark of data stream classification for human activity recognition on connected objects

Martin Khannouz, Tristan Glatard

arXiv (Cornell University)

Published: Aug 2020

648 days before retraction

Quick Stats

Total Citations: 33

Years Since Retraction: 3.5 years

Open Access: Yes

Last Checked: Jul 24, 2025

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