Mahdi Pedram

25 papers B 3C 5Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2025 C conf
A Multimodal AI-Enabled Framework for Characterizing Overeating Behaviors and Consumption Patterns.
BSN
Farzad Shahabi, Jessica Li, Christopher Romano, Rowan McCloskey, Glenn Fernandes, Mahdi Pedram, Jacob M. Schauer, Tammy Stump, Nabil Alshurafa
2025 C conf
ToF Based Wearable Sensing for Passive Food Intake Monitoring.
BSN
Harshavardhan Sasikumar, Rashmi Wijesundara, Sarah Deemer, Xiaohui Yuan, Megan Wesling, Mahdi Pedram
2025 J jnl
Unveiling overeating patterns within digital longitudinal data on eating behaviors and contexts.
npj Digit. Medicine
Farzad Shahabi, Boyang Wei, Christopher Romano, Rowan McCloskey, Annie W. Lin, Mahdi Pedram, Jacob M. Schauer, Tammy Stump, Nabil Alshurafa
2024 J jnl
HabitSense: A Privacy-Aware, AI-Enhanced Multimodal Wearable Platform for mHealth Applications.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Glenn Fernandes, Jiayi Zheng, Mahdi Pedram, Christopher Romano, Farzad Shahabi, Blaine Rothrock, Thomas Cohen, Helen Zhu, Tanmeet S. Butani, Josiah D. Hester, Aggelos K. Katsaggelos, Nabil Alshurafa
2024 C conf
Self-Sustaining Wearable UV Sensor for Passive and Continuous Sun Protection.
BSN
Chenghong Lin, Yuxin Du, Neel Pendse, Glenn Fernandes, Nabil Alshurafa, Mahdi Pedram
2023 B conf
Detecting Eating and Social Presence with All Day Wearable RGB-T.
CHASE
Soroush Shahi, Sougata Sen, Mahdi Pedram, Rawan Alharbi, Yang Gao, Aggelos K. Katsaggelos, Josiah D. Hester, Nabil Alshurafa
2023 — conf
Experience: Barriers and Opportunities of Wearables for Eating Research.
CHI Extended Abstracts
Mahdi Pedram, Glenn Fernandes, Christopher Romano, Boyang Wei, Sougata Sen, Josiah D. Hester, Nabil Alshurafa
2023 J jnl
Improving the Generalisation Ability of Neural Networks Using a Lévy Flight Distribution Algorithm for Classification Problems.
New Gener. Comput.
Ehsan Bojnordi, Seyed Jalaleddin Mousavirad, Mahdi Pedram, Gerald Schaefer, Diego Oliva
2023 — conf
Is cartoonized life-vlogging the key to increasing adoption of activity-oriented wearable camera systems?
CHI Extended Abstracts
Glenn Fernandes, Helen Zhu, Mahdi Pedram, Jacob M. Schauer, Soroush Shahi, Christopher Romano, Darren Gergle, Nabil Alshurafa
2023 J jnl
Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition.
CoRR
Josué Pagán, Ramin Fallahzadeh, Mahdi Pedram, José L. Risco-Martín, José Manuel Moya, Jisé Luis Ayala, Hassan Ghasemzadeh
2022 C conf
SmartAct: Energy Efficient and Real-Time Hand-to-Mouth Gesture Detection Using Wearable RGB-T.
BSN
Soroush Shahi, Mahdi Pedram, Glenn Fernandes, Nabil Alshurafa
2022 J jnl
SmokeMon: Unobtrusive Extraction of Smoking Topography Using Wearable Energy-Efficient Thermal.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Rawan Alharbi, Soroush Shahi, Stefany Cruz, Lingfeng Li, Sougata Sen, Mahdi Pedram, Christopher Romano, Josiah D. Hester, Aggelos K. Katsaggelos, Nabil Alshurafa
2022 — conf
Training Neural Networks with Lévy Flight Distribution Algorithm.
ICHSA
Mahdi Pedram, Seyed Jalaleddin Mousavirad, Gerald Schaefer
2021 — conf
A population-based automatic clustering algorithm for image segmentation.
GECCO Companion
Seyed Jalaleddin Mousavirad, Gerald Schaefer, Mahshid Helali Moghadam, Mehrdad Saadatmand, Mahdi Pedram
2021 B conf
An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator.
SMC
Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin, Mahshid Helali Moghadam, Mehrdad Saadatmand, Mahdi Pedram
2021 J jnl
An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator.
CoRR
Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin, Mahshid Helali Moghadam, Mehrdad Saadatmand, Mahdi Pedram
2021 J jnl
TransNet: Minimally Supervised Deep Transfer Learning for Dynamic Adaptation of Wearable Systems.
ACM Trans. Design Autom. Electr. Syst.
Seyed Ali Rokni, Marjan Nourollahi, Parastoo Alinia, Seyed-Iman Mirzadeh, Mahdi Pedram, Hassan Ghasemzadeh
2019 B conf
Resource-Efficient Computing in Wearable Systems.
SMARTCOMP
Mahsan Rofouei, Mahdi Pedram, Francesco Fraternali, Zhila Esna Ashari, Hassan Ghasemzadeh
2019 J jnl
Resource-Efficient Computing in Wearable Systems.
CoRR
Mahdi Pedram, Mahsan Rofouei, Francesco Fraternali, Zhila Esna Ashari, Hassan Ghasemzadeh
2019 C conf
Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification.
BSN
Mahdi Pedram, Seyed Ali Rokni, Marjan Nourollahi, Houman Homayoun, Hassan Ghasemzadeh
2019 J jnl
Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification.
CoRR
Mahdi Pedram, Seyed Ali Rokni, Marjan Nourollahi, Houman Homayoun, Hassan Ghasemzadeh
2019 J jnl
Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition.
IEEE Trans. Mob. Comput.
Josué Pagán, Ramin Fallahzadeh, Mahdi Pedram, José L. Risco-Martín, José Manuel Moya, José L. Ayala, Hassan Ghasemzadeh
2017 — conf
A beverage intake tracking system based on machine learning algorithms, and ultrasonic and color sensors: poster abstract.
IPSN
Mahdi Pedram, Seyed Ali Rokni, Ramin Fallahzadeh, Hassan Ghasemzadeh
2016 — conf
SmartSock: A wearable platform for context-aware assessment of ankle edema.
EMBC
Ramin Fallahzadeh, Mahdi Pedram, Hassan Ghasemzadeh
2015 — conf
Smart-Cuff: A wearable bio-sensing platform with activity-sensitive information quality assessment for monitoring ankle edema.
PerCom Workshops
Ramin Fallahzadeh, Mahdi Pedram, Ramyar Saeedi, Bahman Sadeghi, Michael K. Ong, Hassan Ghasemzadeh