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🔭 I’m currently working on Granular Computing, Climate Informatics, Social Computing, and Trustworthy AI
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📝 I regularly write articles on ML/NLP
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📫 How to reach me zahrasafdari8181@gmail.com
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⚡ Fun fact I enjoy challenge myself with learning new stuff!
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University of Tabriz
- Tabriz
- https://zahrasafdari.github.io/
- in/zahra-safdari-71a38a215
Pinned Loading
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Ensemble-LSTM-GBR-Model
Ensemble-LSTM-GBR-Model PublicThis project predicts Arctic sea ice extent using an ensemble of Linear Regression, LSTM networks, and Gradient Boosting Regressors. The combined approach improves prediction accuracy and provides …
Jupyter Notebook 3
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Audio_Sentiment_Classification
Audio_Sentiment_Classification PublicThis project preprocesses a Persian speech emotion detection dataset, extracting and padding MFCC features from audio files. It uses an LSTM model to classify emotions, evaluating performance with …
Jupyter Notebook 4
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SentiGerman
SentiGerman PublicSentiGerman classifies German text into positive, negative, and neutral sentiments using fine-tuned BERT and RoBERTa models. Trained on the SB10K dataset, it delivers accurate sentiment analysis wi…
Jupyter Notebook 3
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fair-and-interpretable-job-success-prediction
fair-and-interpretable-job-success-prediction PublicPredict job success using advanced ML techniques, with a focus on fairness and interpretability. 🤖⚖️
Jupyter Notebook 3
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Collaborative-Filtering-Movie-Recommender-system
Collaborative-Filtering-Movie-Recommender-system PublicUtilized the MovieLens dataset to train a recommender system, employing collaborative filtering and KNN algorithms. Investigated how adjusting K values influenced user-based, item-based, and conten…
Python 3
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