PinnedChristabelle PabalaninTowards Data ScienceBeyond Accuracy: Embracing Serendipity and Novelty in Recommendations for Long Term User RetentionAn examination of the factors that contribute to a good recommendation and long-term user retentionJun 26, 20234Jun 26, 20234
PinnedChristabelle PabalaninTowards Data ScienceUsing Multi-Task and Ensemble Learning to Predict Alzheimer’s Cognitive FunctioningRealizing the impact I can make in ML coming from cognitive science and the publication of my first scientific paperJun 9, 20233Jun 9, 20233
PinnedChristabelle PabalaninTowards Data ScienceWhy My Cognitive Science Degree Was A Great Foundation For Data Science and Machine LearningComing into the machine learning and data science field from a cognitive science background was daunting — but ultimately provided a…Nov 16, 20212Nov 16, 20212
PinnedChristabelle PabalaninTowards Data ScienceClustering and Parkinson's Patients During Covid-19Discovering subgroups of Parkinson’s patients during Covid-19 to perform a detailed analysis of the ways potential subgroups within the…Sep 24, 2021Sep 24, 2021
PinnedChristabelle PabalaninTowards Data ScienceOur Machine Learning Algorithms are Magnifying Bias and Perpetuating Social DisparitiesFor machine learning engineers, the companies that hire them, and the users who are impacted by the algorithms they’ve tuned:Jul 2, 2020Jul 2, 2020
Christabelle PabalaninILLUMINATIONFrom Burnout to Flow: Key Takeaways from “Feel Good Productivity”“Psychologists increasingly believe that play holds the key to true productivity, partly because it provides a sense of psychological…2d ago2d ago
Christabelle PabalaninTowards Data ScienceA Real World, Novel Approach to Enhance Diversity in Recommender SystemsAddressing the long tail problem and enhancing the recommendation experience for users on the Headspace AppMar 1Mar 1
Christabelle PabalaninCode Like A GirlExploring Digital Trends: A Fresh Look at How We Use DataThis article uses Gestalt’s design principles to redesign digital media using visuals, revealing a compelling story within the data.Feb 21Feb 21
Christabelle PabalaninTowards Data ScienceNetwork Analysis Illustrated: Metrics to Spread Public Health InformationThis article simplifies network metrics with visuals, focusing on public health as an example.Feb 16Feb 16
Christabelle PabalaninTowards Data ScienceEvaluating Cinematic Dialogue — Which syntactic and semantic features are predictive of genre?This article explores the relationship between a movie’s dialogue and its genre, leveraging domain-driven data analysis and informed…Jan 203Jan 203