This repo has been developed as a term project for the Neuro-Fuzzy Computing course in the Univ. Of Thessaly, Greece.
Its purpose is to predict the future citations of a research paper, considering past influences, the impactness of the writers or the conference/journal level, etc.
- Gathered citation data for multiple papers, authors, conferences and journals from AMiner.org
- Processed & transformed the text data into an understandable time-series dataframe
- Designed, developed and tuned an LSTM Neural Network
- Presented results inside the Jupyter Notebook file
- Python 3.6.x
- Keras wrapped on TensorFlow
- sci-kit, pandas, numpy toolkits
- Eleftherios P. Loukas - eleftheriosloukas@gmail.com
- Panagiotis Nikitakis - pnikitakis@uth.gr