Pinned Loading

1. treatment-resistant-schizophrenia-ml treatment-resistant-schizophrenia-ml Public

   ML classification of Treatment-Resistant Schizophrenia (TRS) using neuroimaging, multimodal clinical and genetic data. Models are optimized for high recall on imbalanced datasets.

   Jupyter Notebook

2. airbnb-vienna-market-analysis airbnb-vienna-market-analysis Public

   Advanced Data Science analysis of the Vienna Airbnb market to support data-driven investment decisions. It integrates rigorous data preprocessing, mixed data clustering (K-Prototypes), advanced pro…

   R

3. named-entity-recognition-crf named-entity-recognition-crf Public

   CRF-based Named Entity Recognition for Spanish and Dutch (CoNLL-2002), with custom feature engineering, greedy feature selection, and multiple tagging-scheme comparisons.

   Jupyter Notebook

4. semantic-text-similarity-spanish semantic-text-similarity-spanish Public

   Training and evaluation of Word2Vec, FastText, Siamese BiLSTM, and Siamese BERT models for semantic similarity in Spanish.

   Jupyter Notebook

5. movie-review-sentiment-analysis movie-review-sentiment-analysis Public

   Sentiment analysis on movie reviews combining a supervised approach (SVM, Random Forest, Perceptron) and an unsupervised lexicon-based approach (SentiWordNet + Lesk), with detailed preprocessing co…

   Jupyter Notebook

6. traffic-sensor-placement-ilp traffic-sensor-placement-ilp Public

   Integer Linear Programming model (AMPL + Gurobi) for optimal traffic sensor placement in Barcelona's Eixample, maximizing captured vehicle flow under coverage and proximity constraints.

   AMPL