Search Results for author: Fatemeh H Fard

Found 4 papers, 4 papers with code

AOBTM: Adaptive Online Biterm Topic Modeling Method for Version Sensitive Short-texts Analysis

1 code implementation28 Sep 2020 Mohammad Abdul Hadi, Fatemeh H Fard

Online topic modeling algorithms such as Online LDA (OLDA) and Online Biterm Topic Model (OBTM) speed up the inference of topic models for the texts collected in the latest time-slice by saving a fraction of data from the previous time-slice.

Topic Models

Geo-Spatial Data Visualization and Critical Metrics Predictions for Canadian Elections

1 code implementation13 Sep 2020 Mohammad Abdul Hadi, Fatemeh H Fard, Irene Vrbik

However, most of them do not offer a concise and insightful data interpretation or visualization tool, which can help users to process all of the information in a consistently comparable way.

Human-Computer Interaction

ReviewViz: Assisting Developers Perform Empirical Study on Energy Consumption Related Reviews for Mobile Applications

1 code implementation13 Sep 2020 Mohammad Abdul Hadi, Fatemeh H Fard

Furthermore, to help the developers extract the main topics that are discussed in the reviews, two states of the art topic modeling algorithms are applied.

BIG-bench Machine Learning text-classification +2

AOBTM: Adaptive Online Biterm Topic Modeling for Version Sensitive Short-texts Analysis

1 code implementation13 Sep 2020 Mohammad Abdul Hadi, Fatemeh H Fard

Online topic modeling algorithms speed up the inference of topic models for the texts collected in the latest time-slice by saving a fraction of data from the previous time-slice.

Topic Models

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