Automated estimation of food type and amount consumed from body-worn audio and motion sensors. - Mark Mirtchouk; Christopher A. Merck; Samantha Kleinberg (UbiComp, 2016)

Multimodality sensing for eating recognition. - Christopher A. Merck; Christina Maher; Mark Mirtchouk; Min Zheng 001; Yuxiao Huang; Samantha Kleinberg (PervasiveHealth, 2016)

Recognizing Eating from Body-Worn Sensors: Combining Free-living and Laboratory Data. - Mark Mirtchouk; Drew Lustig; Alexandra Smith; Ivan Ching; Min Zheng 001; Samantha Kleinberg (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Automated Estimation of Food Type from Body-worn Audio and Motion Sensors in Free-Living Environments. - Mark Mirtchouk; Dana L. McGuire; Andrea L. Deierlein; Samantha Kleinberg (MLHC, 2019)

Detecting Granular Eating Behaviors From Body-worn Audio and Motion Sensors. - Mark Mirtchouk; Samantha Kleinberg (BHI, 2021)

Hierarchical Information Criterion for Variable Abstraction. - Mark Mirtchouk; Bharat Srikishan; Samantha Kleinberg (MLHC, 2021)