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Publications of Lakmal Buddika Meegahapola
2024
| Learning About Social Context from Smartphone Data: Generalization Across Countries and Daily Life Moments, , and , in: Proc. ACM Conference on Human Factors in Computing Systems, 2024 |
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2023
| Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK, , , , , , , , , , , , , , , , , , , , , and , in: Proceedings of the 2023 ACM CHI Conference on Human Factors in Computing Systems (CHI), Association for Computing Machinery, 2023 |
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| Generalization and Personalization of Machine Learning for Multimodal Mobile Sensing in Everyday Life, , EPFL, 2023 |
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| Keep Sensors in Check: Disentangling Country-Level Generalization Issues in Mobile Sensor-Based Models with Diversity Scores, , , and , in: Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023 |
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| Quantified Canine: Inferring Dog Personality From Wearables, , , , , and , in: Proceedings of the 2023 ACM CHI Conference on Human Factors in Computing Systems (CHI) 2023, Association for Computing Machinery, 2023 |
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| Understanding the Social Context of Eating with Multimodal Smartphone Sensing: The Role of Country Diversity, , and , in: 25th ACM International Conference on Multimodal Interaction, 2023 |
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2022
| Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries, , , , , , , , , , , , , , , , , , , , , , , , , , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 6(4), 2022 |
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| Sensing Eating Events in Context: A Smartphone-Only Approach, , , , , and , in: IEEE Access, 10, 2022 |
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| Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers, , and , in: EAI Pervasive Health, 2022 |
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2021
| Examining the Social Context of Alcohol Drinking in Young Adults with Smartphone Sensing, , , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 5(3):26, 2021 |
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| One More Bite? Inferring Food Consumption Level of College Students Using Smartphone Sensing and Self-Reports, , , , , , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 5(1), 2021 |
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| Smartphone Sensing for the Well-being of Young Adults: A Review, and , in: IEEE Access, 2021 |
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| Ten seconds of my nights: exploring methods to measure brightness, loudness and attendance and their associations with alcohol use from video clips, , , , , and , in: PLOS ONE, 2021 |
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| The Theory, Practice, and Ethical Challenges of Designing a Diversity-Aware Platform for Social Relations, , , , , , , and , in: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, pages 11, ACM, 2021 |
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2020
| Alone or With Others? Understanding Eating Episodes of College Students with Mobile Sensing, , and , in: 19th International Conference on Mobile and Ubiquitous Multimedia, ACM, Essen, Germany, pages 162–166, Association for Computing Machinery, 2020 |
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| Protecting Mobile Food Diaries from Getting too Personal, , and , in: 19th International Conference on Mobile and Ubiquitous Multimedia, Essen, Germany, pages 212–222, Association for Computing Machinery, 2020 |
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