Research map: Predicting healthy weight status from physical activity and dietary intake: A time-aware data mining pipeline

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  25. Phenotyping Women Based on Dietary Macronutrients, Physical Activity, and Body Weight Using Machine Learning Tools · Ramyaa Ramyaa · 2019 · 41 citations · Cited by this paper
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  27. The Effectiveness of a Computer-Tailored Web-Based Physical Activity Intervention Using Fitbit Activity Trackers in Older Adults (Active for Life): Randomized Controlled Trial · Stephanie Alley · 2022 · 36 citations · Cited by this paper
  28. Using Wearable Activity Trackers to Predict Type 2 Diabetes: Machine Learning–Based Cross-sectional Study of the UK Biobank Accelerometer Cohort · Benjamin Lam · 2021 · 35 citations · Cited by this paper
  29. A Clustering Approach for Modeling and Analyzing Changes in Physical Activity Behaviors From Accelerometers · Claudio Díaz · 2020 · 27 citations · Cited by this paper
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  31. Living in Rural and Urban Areas of New Caledonia: Impact on Food Consumption, Sleep Duration and Anthropometric Parameters Among Melanesian Adolescents · Olivier Galy · 2020 · 20 citations · Cited by this paper
  32. Impact of weekdays versus weekend days on accelerometer measured physical behavior among children and adolescents: results from the MoMo study · Alexander Burchartz · 2022 · 20 citations · Cited by this paper
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  34. A cross‐sectional analysis of physical activity and weight misreporting in diverse populations: The Seattle Obesity Study III · James Buszkiewicz · 2020 · 14 citations · Cited by this paper
  35. The Design and Development of a Food Composition Database for an Electronic Tool to Assess Food Intake in New Caledonian Families · Juliana Chen · 2021 · 12 citations · Cited by this paper
  36. Potential for waist-to-height ratio to detect overfat adolescents from a Pacific Island, even those within the normal BMI range · Stéphane Frayon · 2017 · 10 citations · Cited by this paper
  37. Differences in the activity intensity distribution over the day between boys and girls aged 3 to 17 years · Jaime López García · 2025 · 8 citations · Cited by this paper
  38. Perceived importance of moderate‐to‐vigorous physical activity as a weight control strategy in behavioral weight loss · Marny Michelle Ehmann · 2023 · 5 citations · Cited by this paper
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