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Linear Mode Connectivity in Multitask and Continual Learning
International Conference on Learning Representations (ICLR), 2021
Iman Mirzadeh
,
Mehrdad Farajtabar
,
Dilan Gorur
,
Razvan Pascanu
,
Hassan Ghasemzadeh
PDF
Code
Design and Evaluation of a Wearable Assistive Technology for Hemianopic Stroke Patients
International Symposium on Wearable Computers (ISWC)
Navid Amini
,
Veronica Toriz
,
Jung S. Lim
,
Farnaz Mohammadi
,
Clinton Thodos
,
Benjamin Braun
,
Hassan Ghasemzadeh
,
Kouros Nouri-Mahdavi
Understanding the Role of Training Regimes in Continual Learning
Advances in Neural Information Processing Systems (NeurIPS), 2020
Iman Mirzadeh
,
Mehrdad Farajtabar
,
Razvan Pascanu
,
Hassan Ghasemzadeh
PDF
Code
Slides
Video
TransNet: Minimally-Supervised Deep Transfer Learning for Dynamic Adaptation of Wearable Systems
*ACM Transactions on Design Automation of Electronic Systems (TODAES)*
Ali Rokni
,
Marjan Nourollahi
,
Parastoo Alinia
,
Mahdi Pedram
,
Iman Mirzadeh
,
Hassan Ghasemzadeh
Code
Transfer Learning for Activity Recognition in Mobile Health
KDD 2020 Workshop on on Applied Data Science for Healthcare
Yuchao Ma
,
Andrew Campbell
,
Diane Cook
,
John Lach
,
Shwetak Patel
,
Thomas Ploetz
,
Majid Sarrafzadeh
,
Donna Spruijt-Metz
,
Hassan Ghasemzadeh
PDF
Dropout as an Implicit Gating Mechanism For Continual Learning
*CVPR 2020 Workshop on Continual Learning in Computer Vision (CLVISION)*, June 14, 2020, Seattle, WA, USA
Iman Mirzadeh
,
Mehrdad Farajtabar
,
Hassan Ghasemzadeh
PDF
Cite
Code
Video
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Iman Mirzadeh
,
Hassan Ghasemzadeh
PDF
Cite
Proximity-Based Active Learning for Eating Moment Recognition in WearableSystems
*The 6th ACM Workshop on Wearable Systems and Applications (WearSys 2020) in Conjunction with ACM MobiSys 2020*, June 19, 2020, Toronto, Canada
Marjan Nourollahi
,
Ali Rokni
,
Parastoo Alinia
,
Hassan Ghasemzadeh
Memory-Aware Active Learning in Mobile Sensing Systems
*IEEE Transactions on Mobile Computing (TMC)*, 2020
Zhila Esna Ashari
,
Naomi S. Chaytor
,
Diane J. Cook
,
Hassan Ghasemzadeh
Cite
Malaria epidemics in India: Role of climatic condition and control measures
*Science of The Total Environment*, vol. 712, 136368 pages, April 2020
Mahdi Baghbanzadeh
,
Dewesh Kumar
,
Sare I Yavasoglu
,
Sydney Manning
,
Ahmad Ali Hanafi-Bojd
,
Hassan Ghasemzadeh
,
Ifthekar Sikder
,
Dilip Kumar
,
Nisha Murmu
,
Ubydul Haque
Cite
Adversarial Transferability in Wearable Sensor Systems.
*arXiv preprint arXiv:2003.07982*
Ramesh Kumar Sah
,
Hassan Ghasemzadeh
PDF
Cite
ActiLabel: A Combinatorial Transfer Learning Framework for Activity Recognition.
*arXiv: Learning*
Parastoo Alinia
,
Iman Mirzadeh
,
Hassan Ghasemzadeh
PDF
Cite
A Dynamic Programming Framework for DVFS-Based Energy-Efficiency in Multicore Systems
*IEEE Transactions on Sustainable Computing (TSUSC)*, vol. 5, no. 1, pp.1–12, January–March 2020
Shervin Hajiamini
,
Behrooz Shirazi
,
Aaron Crandall
,
Hassan Ghasemzadeh
PDF
Cite
Improved Knowledge Distillation via Teacher Assistant
AAAI Conference on Artificial Intelligence (AAAI), 2020
Iman Mirzadeh
,
Mehrdad Farajtabar
,
Ang Li
,
Hassan Ghasemzadeh
PDF
Cite
Code
Video
Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition
*IEEE Transactions on Mobile Computing (TMC)*, vol. 18, no. 3, pp. 658–673, March 2019
Josué Pagán
,
Ramin Fallahzadeh
,
Mahdi Pedram
,
José L. Risco-Martín
,
José Manuel Moya
,
José L. Ayala
,
Hassan Ghasemzadeh
PDF
Cite
Share-n-Learn: A Framework for Sharing Activity Recognition Models in Wearable Systems with Context-Varying Sensors
*ACM Transactions on Design Automation of Electronic Systems (TODAES)*, vol. 24, no. 4, article 39, April 2019
Ali Rokni
,
Hassan Ghasemzadeh
Cite
Robust Interbeat Interval and Heart Rate Variability Estimation Method from Various Morphological Features using Wearable Sensors
*IEEE Journal of Biomedical and Health Informatics (JBHI)*, December 2019
Ayca Aygun
,
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification
*The 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN 19)*, Chicago, IL, USA
Mahdi Pedram
,
Ali Rokni
,
Marjan Nourollahi
,
Houman Homayoun
,
Hassan Ghasemzadeh
PDF
Cite
Resource-Efficient Computing in Wearable Systems
*CoRR*
Mahdi Pedram
,
Mahsan Rofouei
,
Francesco Fraternali
,
Zhila Esna Ashari
,
Hassan Ghasemzadeh
Cite
Resource-Efficient Computing in Wearable Systems
*2019 IEEE International Conference on Smart Computing (SMARTCOMP)*, Washington DC, UAS
PDF
Cite
Mindful Active Learning
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Zhila Esna Ashari
,
Hassan Ghasemzadeh
PDF
Cite
LabelForest: Non-Parametric Semi-Supervised Learning for Activity Recognition
*Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)*, Honolulu, Hawaii, USA
Yuchao Ma
,
Hassan Ghasemzadeh
Cite
Human-in-the-Loop Learning for Personalized Diet Monitoring from Unstructured Mobile Data
*ACM Transactions on Interactive Intelligent Systems (TiiS)*, Article No. 23, November 2019 (**Recipient of 2019 ACM TiiS Honorable Mention**)
Niloofar Hezarjaribi
,
Sepideh Mazrouee
,
Saied Hemati
,
Naomi Chaytor
,
Martine Perrigue
,
Hassan Ghasemzadeh
Cite
How Accurate Your Activity Tracker Is? A Comparative Study of Step Counts in Low-Intensity Physical Activities
*Journal of Medical Internet Research (JMIR)*, vol. 5, no. 8, August, 2017
Parastoo Alinia
,
Chris Cain
,
Ramin Fallahzadeh
,
Armin Shahrokhi
,
Diane Cook
,
Hassan Ghasemzadeh
Cite
Gait Speed and Survival of Older Surgical Patient with Cancer: Prediction after Machine Learning
*Journal of Geriatric Oncology*, vol. 10, no. 1, pp 120-125, January 2019
Keyvan Sasani
,
Helen N. Catanese
,
Alireza Ghods
,
Ali Rokni
,
Hassan Ghasemzadeh
,
Robert J. Downey
,
Armin Shahrokni
Cite
ECoST: Energy-Efficient Co-Locating and Self-Tuning MapReduce Applications
*Proceedings of the 48th International Conference on Parallel Processing (ICPP 2019)*, Kyoto, Japan
Maria Malik
,
Hassan Ghasemzadeh
,
Tinoosh Mohsenin
,
Rosario Cammarota
,
Liang Zhao
,
Avesta Sasan
,
Houman Homayoun
,
Setareh Rafatirad
Cite
CyclePro: A Robust Framework for Domain-Agnostic Gait Cycle Detection
*IEEE Sensors Journal (JSEN)*, vol. 19, no. 10, pp 3751–3762, May 2019
Yuchao Ma
,
Zhila Esna Ashari
,
Mahdi Pedram
,
Navid Amini
,
Daniel Tarquinio
,
Kouros Nouri-Mahdavi
,
Mohammad Pourhomayoun
,
Robert Catena
,
Hassan Ghasemzadeh
Cite
Big vs little core for energy-efficient Hadoop computing
*Journal of Parallel and Distributed Computing*, vol. 129, pp. 110–124, July 2019
Maria Malik
,
Katayoun Neshatpour
,
Setareh Rafatirad
,
Rajiv V. Joshi
,
Tinoosh Mohsenin
,
Hassan Ghasemzadeh
,
Houman Homayoun
PDF
Cite
Advances in multi-sensor fusion for body sensor networks: Algorithms, architectures, and applications
*Special Issue on Advances in Multi-Sensor Fusion for Body Sensor Networks*
Giancarlo Fortino
,
Hassan Ghasemzadeh
,
Raffaele Gravina
,
Peter X. Liu
,
Carmen C. Y. Poon
,
Zhelong Wang
Cite
Trading Off Power Consumption and Prediction Performance in Wearable Motion Sensors: An Optimal and Real-Time Approach
*ACM Transactions on Design Automation of Electronic Systems (TODAES)*, vol. 23, no. 5, article 67, October 2018
Ramin Fallahzadeh
,
Hassan Ghasemzadeh
Cite
Toward visual field assessment using head-worn sensing devices
*15th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN 2018)*, Las Vegas, NV, USA
Yuchao Ma
,
Samaneh Aminikhanghahi
,
Shane Wilhelm
,
Wesley Daniel Thorsen
,
Evan Conley Coleman
,
Hassan Ghasemzadeh
Cite
Speech2Health: A Mobile Framework for Monitoring Dietary Composition From Spoken Data
*IEEE Journal of Biomedical and Health Informatics (JBHI)*, vol. 22, no. 1, pp. 252–264, January 2018
Niloofar Hezarjaribi
,
Sepideh Mazrouee
,
Hassan Ghasemzadeh
Cite
Predicting Adherence to Use of Remote Health Monitoring Systems in a Cohort of Patients with Chronic Heart Failure
*Technology and Health Care*, vol. 25, no. 3, pp. 425–433, June 2017
Lorraine Evangelista
,
Hassan Ghasemzadeh
,
Jung-Ah Lee
,
Ramin Fallahzadeh
,
Majid Sarrafzadeh
,
Debra Moser
Cite
Personalized Human Activity Recognition Using Convolutional Neural Networks
*CoRR*
Ali Rokni
,
Marjan Nourollahi
,
Hassan Ghasemzadeh
Cite
Personalized Human Activity Recognition Using Convolutional Neural Networks
*Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18)*, New Orleans, Louisiana, USA
Ali Rokni
,
Marjan Nourollahi
,
Hassan Ghasemzadeh
Cite
Monitoring Lung Mechanics during Mechanical Ventilation using Machine Learning Algorithms
*EMBC*
Niloofar Hezarjaribi
,
Rabijit Dutta
,
Tao Xing
,
Gordon K. Murdoch
,
Sepideh Mazrouee
,
Bobak J. Mortazavi
,
Hassan Ghasemzadeh
Cite
Impact of Cache Voltage Scaling on Energy-Time Pareto Frontier in Multicore Systems
*Sustainable Computing: Informatics and Systems*, vol. 18, pp. 54–65, March 2018
Shervin Hajiamini
,
Behrooz A. Shirazi
,
Aaron S. Crandall
,
Hassan Ghasemzadeh
,
Chris Cain
Cite
IEEE Access Special Section Editorial: Body Area Networks
*IEEE Access*
Ladislau Matekovits
,
Giancarlo Fortino
,
Zhelong Wang
,
Hassan Ghasemzadeh
,
Valeria Loscrì
,
Ildiko Peter
,
Matti Hämäläinen
Cite
GNew Technologies in Geriatric Oncology Care
*Journal of Geriatric Oncology*, vol. 9, no. 6, pp 687-–689, November 2018
Armin Shahrokni
,
Ronald J. Maggiore
,
Hassan Ghasemzadeh
Cite
Energy-efficient acceleration of MapReduce applications using FPGAs
*Journal of Parallel and Distributed Computing*, vol. 119, pp1–17, September 2018
Katayoun Neshatpour
,
Maria Malik
,
Avesta Sasan
,
Setareh Rafatirad
,
Tinoosh Mohsenin
,
Hassan Ghasemzadeh
,
Houman Homayoun
Cite
Energy-efficient acceleration of MapReduce applications using FPGAs
*Journal of Parallel and Distributed Computing*, vol. 119, pp1–17, September 2018
Katayoun Neshatpour
,
Maria Malik
,
Avesta Sasan
,
Setareh Rafatirad
,
Tinoosh Mohsenin
,
Hassan Ghasemzadeh
,
Houman Homayoun
Cite
Electronic Assessment of Physical Decline in Geriatric Cancer Patients
accepted for publication in *Current Oncology Reports*, February 2018
Ramin Fallahzadeh
,
Hassan Ghasemzadeh
,
Armin Shahrokni
Cite
Digital Health for Geriatric Oncology
*Journal of Clinical Oncology: Clinical Cancer Informatics (JCO CCI)*, June 29, 2018
Ramin Fallahzadeh
,
Ali Rokni
,
Hassan Ghasemzadeh
,
Enrique Soto
,
Armin Shahrokni
Cite
Design Space Exploration for Hardware Acceleration of Machine Learning Applications in MapReduce
*FCCM*
Katayoun Neshatpour
,
Hosein Mohammadi Makrani
,
Avesta Sasan
,
Hassan Ghasemzadeh
,
Setareh Rafatirad
,
Houman Homayoun
Cite
Autonomous Training of Activity Recognition Algorithms in Mobile Sensors: A Transfer Learning Approach in Context-Invariant Views
*IEEE Transactions on Mobile Computing (TMC)*, vol. 17, no. 8, pp. 1764–1777, August 2018 **(Featured Article of August 2018 Issue)**
Ali Rokni
,
Hassan Ghasemzadeh
Cite
Architectural considerations for FPGA acceleration of machine learning applications in MapReduce
*Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS '18)*, Pythagorion, Greece
Katayoun Neshatpour
,
Hosein Mohammadi Makrani
,
Avesta Sasan
,
Hassan Ghasemzadeh
,
Setareh Rafatirad
,
Houman Homayoun
Cite
A Dynamic Programming Technique for Energy-Efficient Multicore Systems
*IGSC*
Shervin Hajiamini
,
Behrooz A. Shirazi
,
Aaron S. Crandall
,
Hassan Ghasemzadeh
Cite
Synchronous dynamic view learning: a framework for autonomous training of activity recognition models using wearable sensors
*IPSN*
Ali Rokni
,
Hassan Ghasemzadeh
Cite
Personalization without user interruption: boosting activity recognition in new subjects using unlabeled data
*ICCPS*
Ramin Fallahzadeh
,
Hassan Ghasemzadeh
Cite
Multi-sensor fusion in body sensor networks: State-of-the-art and research challenges
*Information Fusion*, vol. 35, pp. 68–80, May 2017
Raffaele Gravina
,
Parastoo Alinia
,
Hassan Ghasemzadeh
,
Giancarlo Fortino
Cite
Mobile sensing to improve medication adherence: demo abstract
*IPSN*
Ramin Fallahzadeh
,
Bryan Minor
,
Lorraine S. Evangelista
,
Diane J. Cook
,
Hassan Ghasemzadeh
Cite
Learn-on-the-go: Autonomous cross-subject context learning for internet-of-things applications
*ICCAD*
Ramin Fallahzadeh
,
Parastoo Alinia
,
Hassan Ghasemzadeh
Cite
Head-mounted sensors and wearable computing for automatic tunnel vision assessment
*DATE*
Yuchao Ma
,
Hassan Ghasemzadeh
Cite
Context-Aware System Design for Remote Health Monitoring: An Application to Continuous Edema Assessment
*IEEE Transactions on Mobile Computing (TMC)*, vol. 16, no. 8, pp. 2159–2173, August 2017
Ramin Fallahzadeh
,
Yuchao Ma
,
Hassan Ghasemzadeh
Cite
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
Cite
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
Cite
A beverage intake tracking system based on machine learning algorithms, and ultrasonic and color sensors: poster abstract
*IPSN*
Mahdi Pedram
,
Ali Rokni
,
Ramin Fallahzadeh
,
Hassan Ghasemzadeh
PDF
Cite
Wearable sensors for gait pattern examination in glaucoma patients
*Microprocessors and Microsystems - Embedded Hardware Design*
Yuchao Ma
,
Navid Amini
,
Hassan Ghasemzadeh
Cite
Transfer learning algorithms for autonomous reconfiguration of wearable systems
*2016 IEEE International Conference on Big Data (IEEE BigData 2016)*, Washington DC, USA
Ramyar Saeedi
,
Hassan Ghasemzadeh
,
Assefaw Hadish Gebremedhin
Cite
SmartSock: A wearable platform for context-aware assessment of ankle edema
*EMBC*
Ramin Fallahzadeh
,
Mahdi Pedram
,
Hassan Ghasemzadeh
Cite
S2NI: A mobile platform for nutrition monitoring from spoken data
*EMBC*
Niloofar Hezarjaribi
,
Cody A. Reynolds
,
Drew T. Miller
,
Naomi Chaytor
,
Hassan Ghasemzadeh
Cite
Plug-n-learn: automatic learning of computational algorithms in human-centered internet-of-things applications
*DAC*
Ali Rokni
,
Hassan Ghasemzadeh
Cite
Many-core System-on-Chip: architectures and applications
*Microprocessors and Microsystems - Embedded Hardware Design*
Mohamed Bakhouya
,
Masoud Daneshtalab
,
Maurizio Palesi
,
Hassan Ghasemzadeh
Cite
CyHOP: A generic framework for real-time power-performance optimization in networked wearable motion sensors
*ICCD*
Ramin Fallahzadeh
,
Hassan Ghasemzadeh
Cite
Autonomous sensor-context learning in dynamic human-centered internet-of-things environments
*The 35th IEEE/ACM International Conference On Computer Aided Design (ICCAD)*, November 7–10, 2016, Austin, TX
Ali Rokni
,
Hassan Ghasemzadeh
Cite
An Energy-Efficient Computational Model for Uncertainty Management in Dynamically Changing Networked Wearables
*ISLPED*
Ramyar Saeedi
,
Ramin Fallahzadeh
,
Parastoo Alinia
,
Hassan Ghasemzadeh
Cite
An asynchronous multi-view learning approach for activity recognition using wearables
*EMBC*
Yuchao Ma
,
Hassan Ghasemzadeh
Cite
A Reliable and Reconfigurable Signal Processing Framework for Estimation of Metabolic Equivalent of Task in Wearable Sensors
*J. Sel. Topics Signal Processing*
Parastoo Alinia
,
Ramyar Saeedi
,
Ramin Fallahzadeh
,
Ali Rokni
,
Hassan Ghasemzadeh
Cite
A machine learning approach for medication adherence monitoring using body-worn sensors
*DATE*
Niloofar Hezarjaribi
,
Ramin Fallahzadeh
,
Hassan Ghasemzadeh
Cite
A Hardware-Assisted Energy-Efficient Processing Model for Activity Recognition Using Wearables
*ACM Transactions on Design Automation of Electronic Systems (TODAES)*
Hassan Ghasemzadeh
,
Ramin Fallahzadeh
,
Roozbeh Jafari
Cite
Toward robust and platform-agnostic gait analysis
*12th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN 2015)*, Cambridge, MA, USA
Yuchao Ma
,
Ramin Fallahzadeh
,
Hassan Ghasemzadeh
Cite
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 Ong
,
Hassan Ghasemzadeh
Cite
Proceedings of the 2015 Workshop on Pervasive Wireless Healthcare, MobileHealth@MobiHoc 2015, Hangzhou, China, June 22, 2015
*ACM*
Emmanuel Baccelli
,
Hassan Ghasemzadeh
,
Gustavo Marfia
,
Krishna Kumar Venkatasubramanian
Cite
Power-Aware Computing in Wearable Sensor Networks: An Optimal Feature Selection
*IEEE Trans. Mob. Comput.*
Hassan Ghasemzadeh
,
Navid Amini
,
Ramyar Saeedi
,
Majid Sarrafzadeh
Cite
On the Design of a Fault Tolerant Ripple-Carry Adder with Controllable-Polarity Transistors
*ISVLSI*
Hassan Ghasemzadeh
,
Pierre-Emmanuel Gaillardon
,
J. Zhang
,
Giovanni De Micheli
,
Ernesto Sánchez
,
Matteo Sonza Reorda
Cite
Investigation of gait characteristics in glaucoma patients with a shoe-integrated sensing system
* 2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops)*, St. Louis, MO, USA
Yuchao Ma
,
Sharon Henry
,
Alex Kierlanczyk
,
Majid Sarrafzadeh
,
Joseph Caprioli
,
Kouros Nouri-Mahdavi
,
Hassan Ghasemzadeh
,
Navid Amini
Cite
Improving Compliance in Remote Healthcare Systems Through Smartphone Battery Optimization
*IEEE J. Biomedical and Health Informatics*
Nabil Alshurafa
,
Jo-Ann Eastwood
,
Suneil Nyamathi
,
Jason J. Liu
,
Wenyao Xu
,
Hassan Ghasemzadeh
,
Mohammad Pourhomayoun
,
Majid Sarrafzadeh
Cite
Impact of sensor misplacement on estimating metabolic equivalent of task with wearables
*12th IEEE Conference on Body Sensor Networks (BSN 2015*), Cambridge, MA, USA
Parastoo Alinia
,
Ramyar Saeedi
,
Bobak Mortazavi
,
Ali Rokni
,
Hassan Ghasemzadeh
Cite
Context-Aware Data Processing to Enhance Quality of Measurements in Wireless Health Systems: An Application to MET Calculation of Exergaming Actions
*IEEE Internet of Things Journal*
Bobak Mortazavi
,
Mohammad Pourhomayoun
,
Hassan Ghasemzadeh
,
Roozbeh Jafari
,
Christian K. Roberts
,
Majid Sarrafzadeh
Cite
Toward seamless wearable sensing: Automatic on-body sensor localization for physical activity monitoring
*EMBC*
Ramyar Saeedi
,
Janet Purath
,
Krishna K. Venkatasubramanian
,
Hassan Ghasemzadeh
Cite
SmartHealthSys 2014: ACM ubicomp international workshop on smart health systems and applications
*UbiComp Adjunct*
Hassan Ghasemzadeh
,
Parisa Rashidi
,
Michael Ong
,
Diane J. Cook
,
Roozbeh Jafari
,
George Demiris
,
Misha Pavel
,
Marjorie Skubic
Cite
Power-Aware Activity Monitoring Using Distributed Wearable Sensors
*IEEE Trans. Human-Machine Systems*
Hassan Ghasemzadeh
,
Pasquale Panuccio
,
Simone Trovato
,
Giancarlo Fortino
,
Roozbeh Jafari
Cite
Patient-centric on-body sensor localization in smart health systems
*48th Asilomar Conference on Signals, Systems, and Computers*, Pacific Grove, CA, USA
Ramyar Saeedi
,
Navid Amini
,
Hassan Ghasemzadeh
Cite
Near-Realistic Mobile Exergames With Wireless Wearable Sensors
*IEEE J. Biomedical and Health Informatics*
Bobak Mortazavi
,
Suneil Nyamathi
,
Sunghoon Ivan Lee
,
Thomas Wilkerson
,
Hassan Ghasemzadeh
,
Majid Sarrafzadeh
Cite
Designing user-specific plug-n-play into body area networks
*MobileHealth@MobiHoc*
Ryan A. Danas
,
Douglas T. Lally
,
Nathaniel W. Miller
,
John S. Synnott
,
Craig A. Shue
,
Hassan Ghasemzadeh
,
Krishna Kumar Venkatasubramanian
Cite
Cost-sensitive feature selection for on-body sensor localization
*UbiComp Adjunct*
Ramyar Saeedi
,
Brian Schimert
,
Hassan Ghasemzadeh
Cite
Vertically-stacked silicon nanowire transistors with controllable polarity: A robustness study
*LATW*
Pierre-Emmanuel Gaillardon
,
Hassan Ghasemzadeh
,
Giovanni De Micheli
Cite
Ultra low-power signal processing in wearable monitoring systems: A tiered screening architecture with optimal bit resolution
*ACM Transactions on Embedded Computing Systems (TECS)*
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
Remote patient monitoring: what impact can data analytics have on cost?
*Proceedings of the 4th Conference on Wireless Health*, Baltimore, MD, USA
Sunghoon Ivan Lee
,
Hassan Ghasemzadeh
,
Bobak Mortazavi
,
Mars Lan
,
Nabil Alshurafa
,
Michael Ong
,
Majid Sarrafzadeh
Cite
Objective assessment of overexcited hand movements using a lightweight sensory device
*10th IEEE International Conference on Body Sensor Networks (BSN 2013)*, Cambridge, MA, USA
Sunghoon Ivan Lee
,
Hassan Ghasemzadeh
,
Bobak Jack Mortazavi
,
Andrew Yew
,
Ruth Getachew
,
Mehrdad Razaghy
,
Nima Ghalehsari
,
Brian H. Paak
,
Jordan H. Garst
,
Marie Espinal
,
Jon Kimball
,
Daniel C. Lu
,
Majid Sarrafzadeh
Cite
Multimodal energy expenditure calculation for pervasive health: A data fusion model using wearable sensors
*PerCom Workshops*
Haik Kalantarian
,
Sunghoon Ivan Lee
,
Anurag Mishra
,
Hassan Ghasemzadeh
,
Jason J. Liu
,
Majid Sarrafzadeh
Cite
Context-aware signal processing in medical embedded systems: A dynamic feature selection approach
*GlobalSIP*
Hassan Ghasemzadeh
,
Behrooz A. Shirazi
Cite
A Pervasive Assessment of Motor Function: A Lightweight Grip Strength Tracking System
*IEEE J. Biomedical and Health Informatics*
Sunghoon Ivan Lee
,
Hassan Ghasemzadeh
,
Bobak Jack Mortazavi
,
Majid Sarrafzadeh
Cite
WANDA: an end-to-end remote health monitoring and analytics system for heart failure patients
*Proceedings of the conference on Wireless Health 2012* (WH '12), San Diego, CA, USA
Mars Lan
,
Lauren Samy
,
Nabil Alshurafa
,
Myung-kyung Suh
,
Hassan Ghasemzadeh
,
Aurelia Macabasco-O'Connell
,
Majid Sarrafzadeh
Cite
Opportunistic hierarchical classification for power optimization in wearable movement monitoring systems
*7th IEEE International Symposium on Industrial Embedded Systems (SIES'12)*, Karlsruhe, Germany
Francesco Fraternali
,
Mahsan Rofouei
,
Nabil Alshurafa
,
Hassan Ghasemzadeh
,
Luca Benini
,
Majid Sarrafzadeh
Cite
Generalized precursor pattern discovery for biomedical signals
*EMBC*
Mars Lan
,
Hassan Ghasemzadeh
,
Majid Sarrafzadeh
Cite
Energy-efficient signal processing in wearable embedded systems: an optimal feature selection approach
*ISLPED*
Hassan Ghasemzadeh
,
Navid Amini
,
Majid Sarrafzadeh
Cite
Dynamic Task Optimization in Remote Diabetes Monitoring Systems
*HISB*
Myung-kyung Suh
,
Jonathan Woodbridge
,
Tannaz Moin
,
Mars Lan
,
Nabil Alshurafa
,
Lauren Samy
,
Bobak Mortazavi
,
Hassan Ghasemzadeh
,
Alex A. T. Bui
,
Sheila Ahmadi
,
Majid Sarrafzadeh
Cite
Dynamic self-adaptive remote health monitoring system for diabetics
*EMBC*
Myung-kyung Suh
,
Tannaz Moin
,
Jonathan Woodbridge
,
Mars Lan
,
Hassan Ghasemzadeh
,
Alex A. T. Bui
,
Sheila Ahmadi
,
Majid Sarrafzadeh
Cite
Automatic Segmentation and Recognition in Body Sensor Networks Using a Hidden Markov Model
*ACM Trans. Embedded Comput. Syst.*
Eric Guenterberg
,
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
A Mining Technique Using $N$ n-Grams and Motion Transcripts for Body Sensor Network Data Repository
*Proceedings of the IEEE*
Vitali Loseu
,
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
Wireless Fetal Monitoring Device with Provisions for Multiple Births
*8th IEEE Conference on Body Sensor Networks (BSN 2011*), Dallas, TX, USA
Steven L. Garverick
,
Hassan Ghasemzadeh
,
Mark Zurcher
,
Masoud Roham
,
Enrique Saldivar
Cite
Ultra Low Power Granular Decision Making Using Cross Correlation: Optimizing Bit Resolution for Template Matching
*2011 17th IEEE Real-Time and Embedded Technology and Applications Symposium*, Chicago, IL, USA
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
Physical Movement Monitoring Using Body Sensor Networks: A Phonological Approach to Construct Spatial Decision Trees
*IEEE Trans. Industrial Informatics*
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
An Ultra Low Power Granular Decision Making Using Cross Correlation: Minimizing Signal Segments for Template Matching
*ICCPS*
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
A wireless communication selection approach to minimize energy-per-bit for wearable computing applications
*DCOSS*
Vitali Loseu
,
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
Toward power optimization for communication failure recovery in Body Sensor Networks
*ICCPS*
Vitali Loseu
,
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
Structural action recognition in body sensor networks: distributed classification based on string matching
*IEEE Trans. Information Technology in Biomedicine*
Hassan Ghasemzadeh
,
Vitali Loseu
,
Roozbeh Jafari
Cite
Data Aggregation in Body Sensor Networks: A Power Optimization Technique for Collaborative Signal Processing
*2010 7th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON)*, Boston, MA, USA
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
Collaborative signal processing for action recognition in body sensor networks: a distributed classification algorithm using motion transcripts
*IPSN*
Hassan Ghasemzadeh
,
Vitali Loseu
,
Roozbeh Jafari
Cite
Burst communication by means of buffer allocation in body sensor networks: Exploiting signal processing to reduce the number of transmissions
*IEEE Journal on Selected Areas in Communications*
Hassan Ghasemzadeh
,
Vitali Loseu
,
Sarah Ostadabbas
,
Roozbeh Jafari
Cite
Body sensor networks for baseball swing training: Coordination analysis of human movements using motion transcripts
*PerCom Workshops*
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
Applications of sensing platforms with wearable computers
*Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments, (PETRA '10)*, Samos, Greece
Vitali Loseu
,
Hassan Ghasemzadeh
,
Sarah Ostadabbas
,
Nikhil Raveendranathan
,
Jacques Malan
,
Roozbeh Jafari
Cite
A mining technique using n-grams and motion transcripts for body sensor network data repository
*Wireless Health*
Vitali Loseu
,
Hassan Ghasemzadeh
,
Latifur R. Khan
,
Roozbeh Jafari
Cite
A greedy buffer allocation algorithm for power-aware communication in body sensor networks
*CODES+ISSS*
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
A body sensor network with electromyogram and inertial sensors: multimodal interpretation of muscular activities
*IEEE Trans. Information Technology in Biomedicine*
Hassan Ghasemzadeh
,
Roozbeh Jafari
,
Balakrishnan Prabhakaran
Cite
Wearable coach for sport training: A quantitative model to evaluate wrist-rotation in golf
*JAISE*
Hassan Ghasemzadeh
,
Vitali Loseu
,
Roozbeh Jafari
Cite
Sport training using body sensor networks: a statistical approach to measure wrist rotation for golf swing
*The fourth International ICST Conference on Body Area Networks (BodyNets)*, April 1st-3rd 2009, Los Angeles, CA, USA
Hassan Ghasemzadeh
,
Vitali Loseu
,
Eric Guenterberg
,
Roozbeh Jafari
Cite
Report from HotMobile 2009
*IEEE Pervasive Computing*
Daniel Câmara
,
Daniel Fokum
,
Eric Anderson
,
Hassan Ghasemzadeh
,
Yong Liu
Cite
Energy-Efficient Information-Driven Coverage for Physical Movement Monitoring in Body Sensor Networks
*IEEE Journal on Selected Areas in Communications*
Hassan Ghasemzadeh
,
Eric Guenterberg
,
Roozbeh Jafari
Cite
Distributed Continuous Action Recognition Using a Hidden Markov Model in Body Sensor Networks
*DCOSS*
Eric Guenterberg
,
Hassan Ghasemzadeh
,
Vitali Loseu
,
Roozbeh Jafari
Cite
Communication minimization for in-network processing in body sensor networks: A buffer assignment technique
*DATE*
Hassan Ghasemzadeh
,
Nisha Jain
,
Marco Sgroi
,
Roozbeh Jafari
Cite
An efficient placement and routing technique for fault-tolerant distributed embedded computing
*ACM Trans. Embedded Comput. Syst.*
Roozbeh Jafari
,
Hassan Ghasemzadeh
,
Foad Dabiri
,
Ani Nahapetian
,
Majid Sarrafzadeh
Cite
An automatic segmentation technique in body sensor networks based on signal energy
*4th International ICST Conference on Body Area Networks*, Los Angeles, CA, USA
Eric Guenterberg
,
Sarah Ostadabbas
,
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
A Method for Extracting Temporal Parameters Based on Hidden Markov Models in Body Sensor Networks With Inertial Sensors
*IEEE Trans. Information Technology in Biomedicine*
Eric Guenterberg
,
Allen Y. Yang
,
Hassan Ghasemzadeh
,
Roozbeh Jafari
,
Ruzena Bajcsy
,
Shankar Sastry
Cite
A Distributed Hidden Markov Model for Fine-grained Annotation in Body Sensor Networks
*Sixth International Workshop on Wearable and Implantable Body Sensor Networks (BSN 2009)*, Berkeley, CA, USA
Eric Guenterberg
,
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
Locomotion Monitoring Using Body Sensor Networks
*IPSN*
Jaime Barnes
,
Vikram Ramachandra
,
Katherine Gilani
,
Eric Guenterberg
,
Hassan Ghasemzadeh
,
Roozbeh Jafari
Cite
Action coverage formulation for power optimization in body sensor networks
*13th Asia and South Pacific Design Automation Conference (ASP-DAC 2008)*, Seoul, Korea
Hassan Ghasemzadeh
,
Eric Guenterberg
,
Katherine Gilani
,
Roozbeh Jafari
Cite
A phonological expression for physical movement monitoring in body sensor networks
*The Fifth IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS)*, September and October 2008, Atlanta, GA
Hassan Ghasemzadeh
,
Jaime Barnes
,
Eric Guenterberg
,
Roozbeh Jafari
Cite
A New Approach for Design and Verification of Transaction Level Models
*IEEE International Symposium on Circuits and Systems (ISCAS’07)*, pp. 3760-3763, New Orleans, USA, May 2007
Mohammad Reza Kakoee
,
Hamid Shojaei
,
Hassan Ghasemzadeh
,
Marjan Sirjani
,
Zainalabedin Navabi
Cite
Modified Pseudo LRU Replacement Algorithm
*IEEE International Conference and Workshop on the Engineering of Computer Based Systems (ECBS)*, pp. 368-376, Potsdam, Germany, March 2006
Hassan Ghasemzadeh
,
Sepideh Mazrouee
,
Mohammad Reza Kakoee
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