Link Prediction Projects
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Link prediction exploiting clustering
Techniques build to reduce the training time of a model for link prediction by exploiting clustering.
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Disease-Gene Association Networks
Three models for link prediction in disease-gene association networks.
Node Unsupervised Classification
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VGAE
Implementation in TensorFlow2 of the Variational Graph Auto-Encoders model for node clustering
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GUCD
Implementation in TensorFlow2 of the model proposed in Community-Centric Graph Convolutional Network for Unsupervised Community Detection for node clustering
Natural Language Processing
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Word In Context Disambiguation
Word-in-Context Disambiguation is the task of addressing the disambiguation of polysemous words, without relying on a fixed inventory of word senses. In this report I am going to propose a model based on a LSTM to solve this problem.
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Aspect Based Sentiment Analysis
Aspect-based sentiment analysis is the task of identifying the aspect terms of a given sentence and the related opinion polarity.
Android Projects
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Unicomp
A university companion application to share information and reviews about university courses.
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Notify
An android app that makes you send notifications to your android phone from your terminal
Other Projects
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Master Thesis
A state of the art algorithm to produce EFX allocation in the case of three agents with three-valued additive valuation functions in polynomial time
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NordJS
An electron gui to control NordVPN on linux
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Improving Collaborative Filtering Through TOpic DIversification
An implementation of the work described in the paper Improving recommendation lists through topic diversification that describes a method designed to balance and diversify personalized recommendation lists in order to reflect the user's complete spectrum of interests.