ODED: Outlier Detection in Educational Data

Clustering data streams is one of the prominent tasks of discovering hidden patterns in data streams. It refers to the process of clustering newly arrived data into continuously and dynamically changing segmentation patterns. The current data stream clustering algorithms are lacking general clear st...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	المجلة العراقية للعلوم الاحصائية
المؤلف الرئيسي:	Ammar Thaher Yaseen Al Abd Alazeez Al Abd Alazeez
التنسيق:	مقال
اللغة:	العربية
منشور في:	College of Computer Science and Mathematics, University of Mosul 2021-06-01
الموضوعات:	keywords: big data data stream clustering algorithms clustering educational data
الوصول للمادة أونلاين:	https://stats.mosuljournals.com/article_168376_9d45d0cb30a64f2712016ff3220d4ea5.pdf

مواد مشابهة

DED: Drift Principle in Educational Evolved Data
حسب: Ammar Thaher Yaseen Al Abd Alazeez
منشور في: (2022-12-01)

HPPD: A Hybrid Parallel Framework of Partition-based and Density-based Clustering Algorithms in Data Streams
حسب: Ammar Abd Alazeez
منشور في: (2020-05-01)

Streaming Database System for Deaf People
حسب: Ammar Thaher Yaseen Taha Al Abd Alazeez
منشور في: (2022-09-01)

Data Mining Between Classical and Modern Applications: A Review
حسب: Ammar Yaseen Abd Alazeez
منشور في: (2021-12-01)

On Evaluation of Data Stream Clustering Algorithms: A Survey
حسب: Christian Nordahl, وآخرون
منشور في: (2025-01-01)

Deterministic Coresets for <em>k</em>-Means of Big Sparse Data
حسب: Artem Barger, وآخرون
منشور في: (2020-04-01)

A Systematic Review of Density Grid-Based Clustering for Data Streams
حسب: Mustafa Tareq, وآخرون
منشور في: (2022-01-01)

An Effective Minimal Probing Approach With Micro-Cluster for Distance-Based Outlier Detection in Data Streams
حسب: Mohamed Jaward Bah, وآخرون
منشور في: (2019-01-01)

Improving outliers detection in data streams using LiCS and voting
حسب: Fatima-Zahra Benjelloun, وآخرون
منشور في: (2021-12-01)

Uncovering the impact of outliers on clusters’ evolution in temporal data-sets: an empirical analysis
حسب: Muhammad Atif, وآخرون
منشور في: (2024-12-01)

S-RASTER: contraction clustering for evolving data streams
حسب: Gregor Ulm, وآخرون
منشور في: (2020-08-01)

Introduction to stream: An Extensible Framework for Data Stream Clustering Research with R
حسب: Michael Hahsler, وآخرون
منشور في: (2017-02-01)

Computer network big data detection based on internet of things technology
حسب: Fuhua Huo
منشور في: (2024-06-01)

BiModalClust: Fused Data and Neighborhood Variation for Advanced K-Means Big Data Clustering
حسب: Ravil Mussabayev, وآخرون
منشور في: (2025-01-01)

Super Partition: fast, flexible, and interpretable large-scale data reduction in R
حسب: Katelyn J. Queen, وآخرون
منشور في: (2025-01-01)

Decentralized big data mining: federated learning for clustering youth tobacco use in India
حسب: Rahul Haripriya, وآخرون
منشور في: (2024-12-01)

An adaptive k-means clustering algorithm based on grid and domain centroid weights for digital twins in the context of digital transformation
حسب: Wei Cai, وآخرون
منشور في: (2025-05-01)

Big data stream analysis: a systematic literature review
حسب: Taiwo Kolajo, وآخرون
منشور في: (2019-06-01)

Qualitative Data Clustering to Detect Outliers
حسب: Agnieszka Nowak-Brzezińska, وآخرون
منشور في: (2021-07-01)

A Quantification Method for Supraharmonic Emissions Based on Outlier Detection Algorithms
حسب: Hui Zhou, وآخرون
منشور في: (2021-10-01)

IP2P K-means: an efficient method for data clustering on sensor networks
حسب: Peyman Mirhadi, وآخرون
منشور في: (2013-03-01)

Enhanced Big Data Platform for Visualization of Employee Data.
حسب: Manishankar S, وآخرون
منشور في: (2018-05-01)

Big Privacy: Challenges and Opportunities of Privacy Study in the Age of Big Data
حسب: Shui Yu
منشور في: (2016-01-01)

Enriching smart card data with the trip purpose attribute
حسب: Hamed Faroqi, وآخرون
منشور في: (2023-01-01)

Big Data Architectures and Concepts
حسب: Audrey Tembo Welo, وآخرون
منشور في: (2023-12-01)

Graph Convolutional Spectral Clustering for Electricity Market Data Clustering
حسب: Longda Huang, وآخرون
منشور في: (2024-06-01)

Data Mining Modeling in Clustering Car Products Sales Data in the Automotive Industry in Indonesia
حسب: Juli Astuti, وآخرون
منشور في: (2023-11-01)

ANALYTICS AND DATA SCIENCE APPLIED TO THE TRAJECTORY OUTLIER DETECTION
حسب: Alexis J. LOPEZ, وآخرون
منشور في: (2020-06-01)

ANALYTICS AND DATA SCIENCE APPLIED TO THE TRAJECTORY OUTLIER DETECTION
حسب: Alexis J.LOPEZ, وآخرون
منشور في: (2020-06-01)

A Hybrid Undersampling-SMOTE Method for Imbalanced Big Data Classification
حسب: Shaymaa Ahmed Razoqi, وآخرون
منشور في: (2023-12-01)

Smart Data Placement Strategy in Heterogeneous Hadoop
حسب: Nour-Eddine Bakni, وآخرون
منشور في: (2025-03-01)

Integration of Data Mining Clustering Approach in the Personalized E-Learning System
حسب: Samina Kausar, وآخرون
منشور في: (2018-01-01)

Detecting and Evaluating Urban Clusters with Spatiotemporal Big Data
حسب: Luliang Tang, وآخرون
منشور في: (2019-01-01)

How big is Big Data? A comprehensive survey of data production, storage, and streaming in science and industry
حسب: Luca Clissa, وآخرون
منشور في: (2023-10-01)

On fly hybrid swarm optimization algorithms for clustering of streaming data
حسب: Yashaswini Gowda N., وآخرون
منشور في: (2023-03-01)

Apache Spark and MLlib-Based Intrusion Detection System or How the Big Data Technologies Can Secure the Data
حسب: Otmane Azeroual, وآخرون
منشور في: (2022-01-01)

Clustering-based method for big spatial data partitioning
حسب: Alaa Aldin Zein, وآخرون
منشور في: (2023-06-01)

A New Criterion for Improving Convergence of Fuzzy C-Means Clustering
حسب: Joaquín Pérez-Ortega, وآخرون
منشور في: (2024-01-01)

Clustering algorithm preserving differential privacy in the framework of Spark
حسب: Zhi-qiang GAO, وآخرون
منشور في: (2016-11-01)

Clustering algorithm preserving differential privacy in the framework of Spark
حسب: Zhi-qiang GAO,Qing-peng LI,Ren-yuan HU
منشور في: (2016-11-01)