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👋 Hi there, I'm Denis Martins

⚡ I am a passionate AI Researcher working on data-intense systems and machine learning.

🖥️ I am currently working at Samsung Research Brazil.

Python C# C HTML5 LaTeX Markdown scikit-learn PyTorch Pandas SQLite Postgres MySQL MongoDB Django Flask .Net

Selected Projects

🛰️ RapidEarth: Fast Index-Aware Classification for Remote Sensing (Best demo paper at SIGSPATIAL 2023)

📦 HyperNN: Hyperbox-based Classification with Deep Learning

📊 EvoView: Evolving Views for Data Exploration

💰 Self-Organizing Maps in Data Marketplaces (Best paper award at ICCCI 2023)

Denis Martins's Projects

enablingnontechsdb icon enablingnontechsdb

Enabling Non-technical Users to Query and Purchase Data - Ph.D. Research developed at the DBIS group @WWU Münster

evoview icon evoview

Code Repository for the paper "Human-in-the-Loop Evolution of Database Views for Data Exploration"

learnedcardinalities icon learnedcardinalities

Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

som4datapurchase icon som4datapurchase

Code repository for the paper Self-Organizing Maps for Data Purchase Support in Data Marketplaces

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