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 retention·10 min read·Jun 26, 2023--4--4
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 paper·11 min read·Jun 9, 2023--3--3
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…·7 min read·Nov 16, 2021--2--2
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…·6 min read·Sep 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:·9 min read·Jul 2, 2020----
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 App·6 min read·Mar 1, 2024----
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.·6 min read·Feb 21, 2024----
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.·7 min read·Feb 16, 2024----
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…·15 min read·Jan 20, 2024--3--3
Christabelle PabalaninILLUMINATION6 Science-Based Tips for Effective Learning in the Post-Pandemic, Digital EraTechniques to improve our capacity to retain information and combat the repercussions that the pandemic and technological advancements have…·8 min read·Jan 17, 2024--1--1
