Improving the Generalisation Ability of Neural Networks Using a Lévy Flight Distribution Algorithm for Classification Problems
Bojnordi, Ehsan, Mousavirad, Seyed Jalaleddin, Pedram, Mahdi, Schaefer, Gerald, Oliva, Diego
Published in New generation computing (01.06.2023)
Published in New generation computing (01.06.2023)
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Journal Article
Probabilistic Cascading Classifier for Energy-Efficient Activity Monitoring in Wearables
Pedram, Mahdi, Sah, Ramesh Kumar, Rokni, Seyed Ali, Nourollahi, Marjan, Ghasemzadeh, Hassan
Published in IEEE sensors journal (01.07.2022)
Published in IEEE sensors journal (01.07.2022)
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Journal Article
CyclePro: A Robust Framework for Domain-Agnostic Gait Cycle Detection
Ma, Yuchao, Esna Ashari, Zhila, Pedram, Mahdi, Amini, Navid, Tarquinio, Daniel, Nouri-Mahdavi, Kouros, Pourhomayoun, Mohammad, Catena, Robert D., Ghasemzadeh, Hassan
Published in IEEE sensors journal (15.05.2019)
Published in IEEE sensors journal (15.05.2019)
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Journal Article
OR09-03-23 Development of an Automated Smartphone App Feature To Accurately Estimate Food Portion Sizes
Lin, Annie, Agwomoh, Kevin, Colvin, Christopher, Xu, Qiuyang, Sen, Sougata, Tan, Gabrielle, Chen, Edward, Pedram, Mahdi, Alshurafa, Nabil
Published in Current developments in nutrition (01.07.2023)
Published in Current developments in nutrition (01.07.2023)
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Journal Article
An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator
Mousavirad, Seyed Jalaleddin, Schaefer, Gerald, Korovin, Iakov, Moghadam, Mahshid Helali, Saadatmand, Mehrdad, Pedram, Mahdi
Published in 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (17.10.2021)
Published in 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (17.10.2021)
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Conference Proceeding
SmartSock: A wearable platform for context-aware assessment of ankle edema
Fallahzadeh, Ramin, Pedram, Mahdi, Ghasemzadeh, Hassan
Published in 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.08.2016)
Published in 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.08.2016)
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Conference Proceeding
Journal Article
SmartAct: Energy Efficient and Real-Time Hand-to-Mouth Gesture Detection Using Wearable RGB-T
Shahi, Soroush, Pedram, Mahdi, Fernandes, Glenn, Alshurafa, Nabil
Published in 2022 IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) (01.01.2022)
Published in 2022 IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) (01.01.2022)
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Conference Proceeding
Journal Article
Detecting Eating and Social Presence with All Day Wearable RGB-T
Shahi, Soroush, Sen, Sougata, Pedram, Mahdi, Alharbi, Rawan, Gao, Yang, Katsaggelos, Aggelos K, Hester, Josiah, Alshurafa, Nabil
Published in 2023 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) (01.06.2023)
Published in 2023 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) (01.06.2023)
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Conference Proceeding
An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator
Mousavirad, Seyed Jalaleddin, Schaefer, Gerald, Korovin, Iakov, Moghadam, Mahshid Helali, Saadatmand, Mehrdad, Pedram, Mahdi
Year of Publication 20.09.2021
Year of Publication 20.09.2021
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Journal Article
Resource-Efficient Computing in Wearable Systems
Rofouei, Mahsan, Pedram, Mahdi, Fraternali, Francesco, Esna Ashari, Zhila, Ghasemzadeh, Hassan
Published in 2019 IEEE International Conference on Smart Computing (SMARTCOMP) (01.06.2019)
Published in 2019 IEEE International Conference on Smart Computing (SMARTCOMP) (01.06.2019)
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Conference Proceeding
Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification
Pedram, Mahdi, Rokni, Seyed Ali, Nourollahi, Marjan, Homayoun, Houman, Ghasemzadeh, Hassan
Published in 2019 IEEE 16th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (01.05.2019)
Published in 2019 IEEE 16th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (01.05.2019)
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Conference Proceeding
Poster Abstract: A Beverage Intake Tracking System Based on Machine Learning Algorithms, and Ultrasonic and Color Sensors
Pedram, Mahdi, Rokni, Seyed Ali, Fallahzadeh, Ramin, Ghasemzadeh, Hassan
Published in 2017 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN) (01.04.2017)
Published in 2017 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN) (01.04.2017)
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Conference Proceeding
Resource-Efficient Computing in Wearable Systems
Pedram, Mahdi, Rofouei, Mahsan, Fraternali, Francesco, Ashari, Zhila Esna, Ghasemzadeh, Hassan
Year of Publication 07.07.2019
Year of Publication 07.07.2019
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Journal Article
Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification
Pedram, Mahdi, Rokni, Seyed Ali, Nourollahi, Marjan, Homayoun, Houman, Ghasemzadeh, Hassan
Year of Publication 07.07.2019
Year of Publication 07.07.2019
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Journal Article
Smart-Cuff: A wearable bio-sensing platform with activity-sensitive information quality assessment for monitoring ankle edema
Fallahzadeh, Ramin, Pedram, Mahdi, Saeedi, Ramyar, Sadeghi, Bahman, Ong, Michael, Ghasemzadeh, Hassan
Published in 2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops) (01.03.2015)
Published in 2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops) (01.03.2015)
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Conference Proceeding
Resource-Efficient Computing in Wearable Systems
Pedram, Mahdi, Rofouei, Mahsan, Fraternali, Francesco, Zhila Esna Ashari, Ghasemzadeh, Hassan
Published in arXiv.org (07.07.2019)
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Published in arXiv.org (07.07.2019)
Paper
Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition
Pagan, Josue, Fallahzadeh, Ramin, Pedram, Mahdi, Risco-Martin, Jose L., Moya, Jose M., Ayala, Jose L., Ghasemzadeh, Hassan
Published in IEEE transactions on mobile computing (01.03.2019)
Published in IEEE transactions on mobile computing (01.03.2019)
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Magazine Article