Ramin Fallahzadeh

25 papers A 5C 3Journal 10Unranked 6

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Large-scale correlation network construction for unraveling the coordination of complex biological systems. Nat. Comput. Sci. Martin Becker, Huda Nassar, Camilo Espinosa, Ina A. Stelzer, Dorien Feyaerts, Eloïse Berson, Neda Hajiakhoond Bidoki, Alan L. Chang, Geetha Saarunya, Anthony Culos, Davide De Francesco, Ramin Fallahzadeh, Qun Liu, Yeasul Kim, Ivana Maric, Samson Mataraso, Seyedeh Neelufar Payrovnaziri, Thanaphong Phongpreecha, Neal G. Ravindra, Natalie Stanley, Sayane Shome, Yuqi Tan, Melan Thuraiappah, Maria Xenochristou, Lei Xue, Gary M. Shaw, David K. Stevenson, Martin S. Angst, Brice Gaudilliere, Nima Aghaeepour
2023	J	`jnl`	Personalized Activity Recognition Using Partially Available Target Data. IEEE Trans. Mob. Comput. Ramin Fallahzadeh, Zhila Esna Ashari, Parastoo Alinia, Hassan Ghasemzadeh
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	J	`jnl`	Early prediction and longitudinal modeling of preeclampsia from multiomics. Patterns Ivana Maric, Kévin Contrepois, Mira N. Moufarrej, Ina A. Stelzer, Dorien Feyaerts, Xiaoyuan Han, Andy Tang, Natalie Stanley, Ronald J. Wong, Gavin M. Traber, Mathew Ellenberger, Alan L. Chang, Ramin Fallahzadeh, Huda Nassar, Martin Becker, Maria Xenochristou, Camilo Espinosa, Davide De Francesco, Mohammad S. Ghaemi, Elizabeth K. Costello, Anthony Culos, Xuefeng Bruce Ling, Karl G. Sylvester, Gary L. Darmstadt, Virginia D. Winn, Gary M. Shaw, David A. Relman, Stephen R. Quake, Martin S. Angst, Michael P. Snyder, David K. Stevenson, Brice Gaudilliere, Nima Aghaeepour
2020	J	`jnl`	Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions. Nat. Mach. Intell. Anthony Culos, Amy Tsai, Natalie Stanley, Martin Becker, Mohammad Sajjad Ghaemi, David Mcilwain, Ramin Fallahzadeh, Athena Tanada, Huda Nassar, Camilo Espinosa, Maria Xenochristou, Edward Ganio, Laura Peterson, Xiaoyuan Han, Ina A. Stelzer, Kazuo Ando, Dyani Gaudilliere, Thanaphong Phongpreecha, Ivana Maric, Alan L. Chang, Gary M. Shaw, David K. Stevenson, Sean Bendall, Kara L. Davis, Wendy J. Fantl, Garry P. Nolan, Trevor Hastie, Robert Tibshirani, Martin S. Angst, Brice Gaudilliere, Nima Aghaeepour
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
2018	—	`—`	Computational Algorithms for Improving Energy Efficiency and reliability in Wearables. Ramin Fallahzadeh
2018	J	`jnl`	Trading Off Power Consumption and Prediction Performance in Wearable Motion Sensors: An Optimal and Real-Time Approach. ACM Trans. Design Autom. Electr. Syst. Ramin Fallahzadeh, 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
2017	A	`conf`	Adaptive compressed sensing at the fingertip of Internet-of-Things sensors: An ultra-low power activity recognition. DATE Ramin Fallahzadeh, Josué Pagán Ortiz, Hassan Ghasemzadeh
2017	A	`conf`	An optimal approach for low-power migraine prediction models in the state-of-the-art wireless monitoring devices. DATE Josué Pagán, Ramin Fallahzadeh, Hassan Ghasemzadeh, José Manuel Moya, José Luis Risco-Martín, José L. Ayala
2017	J	`jnl`	Context-Aware System Design for Remote Health Monitoring: An Application to Continuous Edema Assessment. IEEE Trans. Mob. Comput. Ramin Fallahzadeh, Yuchao Ma, Hassan Ghasemzadeh
2017	A	`conf`	Learn-on-the-go: Autonomous cross-subject context learning for internet-of-things applications. ICCAD Ramin Fallahzadeh, Parastoo Alinia, Hassan Ghasemzadeh
2017	—	`conf`	Mobile sensing to improve medication adherence: demo abstract. IPSN Ramin Fallahzadeh, Bryan David Minor, Lorraine S. Evangelista, Diane J. Cook, Hassan Ghasemzadeh
2017	—	`conf`	Personalization without user interruption: boosting activity recognition in new subjects using unlabeled data. ICCPS Ramin Fallahzadeh, Hassan Ghasemzadeh
2017	C	`conf`	Thyme: Improving Smartphone Prompt Timing Through Activity Awareness. ICMLA Samaneh Aminikhanghahi, Ramin Fallahzadeh, Matthew Sawyer, Diane J. Cook, Lawrence B. Holder
2016	J	`jnl`	A Hardware-Assisted Energy-Efficient Processing Model for Activity Recognition Using Wearables. ACM Trans. Design Autom. Electr. Syst. Hassan Ghasemzadeh, Ramin Fallahzadeh, Roozbeh Jafari
2016	J	`jnl`	A Reliable and Reconfigurable Signal Processing Framework for Estimation of Metabolic Equivalent of Task in Wearable Sensors. IEEE J. Sel. Top. Signal Process. Parastoo Alinia, Ramyar Saeedi, Ramin Fallahzadeh, Seyed Ali Rokni, Hassan Ghasemzadeh
2016	A	`conf`	A machine learning approach for medication adherence monitoring using body-worn sensors. DATE Niloofar Hezarjaribi, Ramin Fallahzadeh, Hassan Ghasemzadeh
2016	A	`conf`	An Energy-Efficient Computational Model for Uncertainty Management in Dynamically Changing Networked Wearables. ISLPED Ramyar Saeedi, Ramin Fallahzadeh, Parastoo Alinia, Hassan Ghasemzadeh
2016	C	`conf`	CyHOP: A generic framework for real-time power-performance optimization in networked wearable motion sensors. ICCD Ramin Fallahzadeh, Hassan Ghasemzadeh
2016	—	`conf`	SmartSock: A wearable platform for context-aware assessment of ankle edema. EMBC Ramin Fallahzadeh, Mahdi Pedram, Hassan Ghasemzadeh
2016	—	`conf`	Toward personalized and context-aware prompting for smartphone-based intervention. EMBC Ramin Fallahzadeh, Samaneh Aminikhanghahi, Ashley Nichole Gibson, Diane J. Cook
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
2015	C	`conf`	Toward robust and platform-agnostic gait analysis. BSN Yuchao Ma, Ramin Fallahzadeh, Hassan Ghasemzadeh