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Articles · Rebeauty Atlas

HUM AI LIF SPR TCH

KA Kamel Mohammed Mohammed

We propose the Twigs classifier — a new non-parametric method for classification.

The purpose of the BVB and the BVBC algorithms is finding the Twigs (the BV and the 2 corresponding SVs)

May 02, 2026 · 2 min read · 0 claps #machine-learning #data-reduction #boundaries

We propose the Twigs classifier — a new non-parametric method for classification.

AR Archon Data Store

Join Our Upcoming Webinar on ECC to S/4HANA Migration & Strategic Role of Archiving

👉 Register for the full webinar here.

Feb 27, 2026 · 3 min read · 0 claps #sap-migration #data-reduction #data-governance

Join Our Upcoming Webinar on ECC to S/4HANA Migration & Strategic Role of Archiving

AI

SE Sefa Bilicier · Towards AI

Data Reduction

More data doesn’t always mean better insights. In fact, excessive data storage can cripple your operations, inflate costs, and slow down…

Jan 11, 2026 · 5 min read · 20 claps #ai #data-reduction #redundancy

KA Kadir İlker Akan · Kairu Edu

Kümeleme ve Boyut indirgeme: Denetimsiz Öğrenmenin Sezgisel Anatomisi

Kümeleme ve Boyut İndirgeme Nedir?

Dec 30, 2025 · 4 min read · 102 claps #pca-analysis #t-sne-visualization #clustering

Kümeleme ve Boyut indirgeme: Denetimsiz Öğrenmenin Sezgisel Anatomisi

AI

MA Mandar Deepak Bagwe

Data Preprocessing

Data preprocessing is the essential step of cleaning, transforming, and preparing raw data into a structured format for data analysis.

Apr 18, 2025 · 7 min read · 0 claps #sklearn #pandas #data-preprocessing

AI HUM

HA Hafsa Zia

🧠 Building an AI-Powered Disease Classifier: A Machine Learning Journey

🩺 Introduction

Apr 14, 2025 · 2 min read · 0 claps #machine-learning #knn #data-reduction

ECO

CH Cherukuri Vennela

Data Reduction Techniques in Data Mining

What is Data Reduction?

Apr 05, 2025 · 3 min read · 0 claps #data-reduction #data-reduction-techniques #data-reduction-strategies

Data Reduction Techniques in Data Mining

HUM AI SCI DSN

IS Ishika Garg

SVD — Single Value Decomposition

Today, we embark on an exciting journey into the world of Singular Value Decomposition (SVD) — a fundamental concept in linear algebra…

Jan 09, 2025 · 5 min read · 257 claps #svd #dimensionality-reduction #matrix-decomposition

ECO TCH SOC

MR Mrunmayee Dhapre

Using Variational AutoEncoders (VAE) for Time-Series Data Reduction

With the rise of IoT devices, industrial sensors, and financial market data, time-series data is being generated at unprecedented rates…

Sep 16, 2024 · 8 min read · 47 claps #variational-autoencoder #timeseries #data-reduction

Using Variational AutoEncoders (VAE) for Time-Series Data Reduction

AI

KA Kanerika Inc

Data Preprocessing Essentials: Preparing Data for Better Outcomes

Data-driven companies were found to be 23 times more likely to acquire customers, highlighting the immense value of leveraging data…

Jun 19, 2024 · 8 min read · 6 claps #data-processing #data-integration #data-transformation