Mahdi Pedram

According to our database, Mahdi Pedram authored at least 18 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

HabitSense: A Privacy-Aware, AI-Enhanced Multimodal Wearable Platform for mHealth Applications.

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

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., August, 2024

2023

Improving the Generalisation Ability of Neural Networks Using a Lévy Flight Distribution Algorithm for Classification Problems.

Ehsan Bojnordi, Seyed Jalaleddin Mousavirad, Mahdi Pedram, Gerald Schaefer, Diego Oliva

New Gener. Comput., June, 2023

Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition.

Josué Pagán, Ramin Fallahzadeh, Mahdi Pedram, José L. Risco-Martín, José Manuel Moya, Jisé Luis Ayala, Hassan Ghasemzadeh

CoRR, 2023

Experience: Barriers and Opportunities of Wearables for Eating Research.

Mahdi Pedram, Glenn Fernandes, Christopher Romano, Boyang Wei, Sougata Sen, Josiah D. Hester, Nabil Alshurafa

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Is cartoonized life-vlogging the key to increasing adoption of activity-oriented wearable camera systems?

Glenn Fernandes, Helen Zhu, Mahdi Pedram, Jacob Schauer, Soroush Shahi, Christopher Romano, Darren Gergle, Nabil Alshurafa

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Detecting Eating and Social Presence with All Day Wearable RGB-T.

Soroush Shahi, Sougata Sen, Mahdi Pedram, Rawan Alharbi, Yang Gao, Aggelos K. Katsaggelos, Josiah D. Hester, Nabil Alshurafa

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023

2022

SmokeMon: Unobtrusive Extraction of Smoking Topography Using Wearable Energy-Efficient Thermal.

Rawan Alharbi, Soroush Shahi, Stefany Cruz, Lingfeng Li, Sougata Sen, Mahdi Pedram, Christopher Romano, Josiah D. Hester, Aggelos K. Katsaggelos, Nabil Alshurafa

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Training Neural Networks with Lévy Flight Distribution Algorithm.

Mahdi Pedram, Seyed Jalaleddin Mousavirad, Gerald Schaefer

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

SmartAct: Energy Efficient and Real-Time Hand-to-Mouth Gesture Detection Using Wearable RGB-T.

Soroush Shahi, Mahdi Pedram, Glenn Fernandes, Nabil Alshurafa

Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

2021

TransNet: Minimally Supervised Deep Transfer Learning for Dynamic Adaptation of Wearable Systems.

Seyed Ali Rokni, Marjan Nourollahi, Parastoo Alinia, Seyed-Iman Mirzadeh, Mahdi Pedram, Hassan Ghasemzadeh

ACM Trans. Design Autom. Electr. Syst., 2021

An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator.

Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin, Mahshid Helali Moghadam, Mehrdad Saadatmand, Mahdi Pedram

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

A population-based automatic clustering algorithm for image segmentation.

Seyed Jalaleddin Mousavirad, Gerald Schaefer, Mahshid Helali Moghadam, Mehrdad Saadatmand, Mahdi Pedram

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2019

Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition.

Josué Pagán, Ramin Fallahzadeh, Mahdi Pedram, José L. Risco-Martín, José Manuel Moya, José L. Ayala, Hassan Ghasemzadeh

IEEE Trans. Mob. Comput., 2019

Resource-Efficient Computing in Wearable Systems.

Mahsan Rofouei, Mahdi Pedram, Francesco Fraternali, Zhila Esna Ashari, Hassan Ghasemzadeh

Proceedings of the IEEE International Conference on Smart Computing, 2019

Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification.

Mahdi Pedram, Seyed Ali Rokni, Marjan Nourollahi, Houman Homayoun, Hassan Ghasemzadeh

Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

2017

A beverage intake tracking system based on machine learning algorithms, and ultrasonic and color sensors: poster abstract.

Mahdi Pedram, Seyed Ali Rokni, Ramin Fallahzadeh, Hassan Ghasemzadeh

Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

2016

SmartSock: A wearable platform for context-aware assessment of ankle edema.

Ramin Fallahzadeh, Mahdi Pedram, Hassan Ghasemzadeh

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Smart-Cuff: A wearable bio-sensing platform with activity-sensitive information quality assessment for monitoring ankle edema.

Ramin Fallahzadeh, Mahdi Pedram, Ramyar Saeedi, Bahman Sadeghi, Michael K. Ong, Hassan Ghasemzadeh

Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015