Improving K-Medoids Clustering for Semantic Data

Abierto Publicado hace 4 días Pagado a la entrega Termina en 5 días
Abierto Pagado a la entrega Termina en 5 días

I'm facing an issue with my K-Medoids clustering. I have two phrases that share similar words, but are not similar as a whole, causing overlaps in the clustering process. I used Sentence-Transformers for semantic similarity and cosine distance for the distance measure.

The main goal is to increase the accuracy of the clustering. I'm open to suggestions for alternative clustering algorithms that could better handle this situation.

Ideal skills for this project include:

- Expertise in various clustering algorithms

- Proficiency in Python and familiar with the Sentence-Transformers library

- Strong understanding of semantic similarity and distance measures

- Experience in improving clustering processes and increasing accuracy.

Python Machine Learning (ML) Algoritmos Mathlab y Mathematica

Nº del proyecto: #39036769

Sobre el proyecto

14 propuestas Abierto para recibir ofertas Proyecto remoto Activo hace 2 días

14 freelancers están ofertando un promedio de $36 por este trabajo

amirrmusavifr

Hi, I'm an experienced Python developer with the necessary skills to complete your project. I already worked on NLP project topics including skill sets: • Proficiency in Machine Learning techniques, deep networks (CNN, Más

$110 USD en 1 día
(23 comentarios)
6.0
nrajuu07

I am reaching out regarding your K-Medoids clustering issue and am eager to help improve your clustering process to handle semantic similarity more effectively. I understand that the overlap of similar words between ph Más

$50 USD en 7 días
(102 comentarios)
6.1
Muhammadzeesha59

As an experienced Full Stack Developer for over six years, I've continually expanded my skills to stay at the forefront of technology. From Java to Python and from Algorithm Design to Machine Learning, I have a compreh Más

$20 USD en 7 días
(41 comentarios)
5.7
GdevDataSceince

Hi there, I am a data scientist and a professional responsible for extracting actionable insights and knowledge from large volumes of data. As an experienced Data Scientist in machine learning, I am highly proficient i Más

$30 USD en 7 días
(30 comentarios)
5.6
Sohail748

Hi There, I’m excited to offer you a 25% discount on enhancing K-Medoids clustering for semantic data analysis. With over 7 years of experience in machine learning and data science, I specialize in optimizing clusteri Más

$10 USD en 1 día
(39 comentarios)
5.7
SouhilaSophie

Hello, I am an automation and computer science engineer with extensive experience of 7 years in matlab/ simulink in machine learning, data processing, and clustering algorithms. I’ve worked with various clustering tec Más

$20 USD en 7 días
(26 comentarios)
5.8
marwanehamdani

With extensive expertise in Machine Learning and Python, combined with hands-on experience in Data Science projects, I firmly believe that my skill set aligns perfectly with the requirements of this project. My underst Más

$20 USD en 7 días
(41 comentarios)
4.8
KolmanOuassou

Hi, I'm a data analyst, statistician, and economist with over six years of experience. I understand the requirements of your project and have the skills to deliver high-quality results. To better tailor my approach, Más

$20 USD en 2 días
(7 comentarios)
4.3
engruhulajom

Hello Dear! Good Day! Hope you are doing fine. This is Ruhul Ajom Sagor. I am an expert "Web Developer" with 10+ years of working experience in PHP, HTML5, CSS3, JavaScript, jQuery, Bootstrap, MySql and different Fra Más

$30 USD en 1 día
(6 comentarios)
2.8
supers39

Hello, With my extensive experience as an AI Engineer and ML Engineer, I have developed a profound proficiency in various clustering algorithms, including K-Medoids. Additionally, I am well-versed in Python and more t Más

$25 USD en 3 días
(0 comentarios)
0.0
DEVCIRCo

Hey, I can help you improve the accuracy of your K Medoids clustering by addressing the issue of overlapping clusters due to similar words in your phrases. Since you are using Sentence Transformers for semantic similar Más

$100 USD en 2 días
(0 comentarios)
0.0
dixitp309

Dear Client. I can resolve your K-Medoids clustering issue by refining the process and exploring alternative algorithms like DBSCAN, Agglomerative Clustering, or HDBSCAN, tailored to semantic similarity. With expertis Más

$20 USD en 7 días
(0 comentarios)
0.0
andreas135

Hello dear client, I understand your challenge of clustering semantically similar phrases where partial word overlaps are causing issues. I am a highly skilled engineer with recent experience in advanced ML algorithms Más

$26.5 USD en 7 días
(0 comentarios)
0.0
mwwaqas246

Hi, I can help improve your K-Medoids clustering accuracy by addressing phrase overlap issues and exploring alternative clustering methods. How I Can Help: Optimize distance measures beyond cosine similarity for bet Más

$25 USD en 9 días
(0 comentarios)
0.0