Ramin Fallahzadeh, PhD, Computer Science, Washington State University (2014-2018)
Ramin joined Stanford University, Stanford, CA, as Postdoctoral Researcher in 2018
PhD Dissertation: Computational Algorithms for Improving Energy Efficiency and Reliability in Wearables
Awards:
- EECS Best Graduate Student Researcher Award in Computer Science (awarded to 1 CS student each year), 2018
- WSU Russ and Anne Fuller Fellowship for Interdisciplinary Research/Scholarship, 2018 (awarded to 3-5 students university-wide each year)
- NSF-Supported PerCom student travel award, 2015
Latest
- Use of Machine Learning to Predict Medication Adherence in Individuals at Risk for Atherosclerotic Cardiovascular Disease
- LIDS: Mobile System to Monitor Type and Volume of Liquid Intake
- Personalized Activity Recognition using Partially Available Target Data
- How Accurate Your Activity Tracker Is? A Comparative Study of Step Counts in Low-Intensity Physical Activities
- Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition
- Defense Practice
- NN search with KD-trees
- Personalized recommenders
- Stratified Transfer Learning for Cross-domain Activity Recognition
- Digital Health for Geriatric Oncology
- Electronic Assessment of Physical Decline in Geriatric Cancer Patients
- Predicting Adherence to Use of Remote Health Monitoring Systems in a Cohort of Patients with Chronic Heart Failure
- Trading Off Power Consumption and Prediction Performance in Wearable Motion Sensors: An Optimal and Real-Time Approach
- Learn-on-the-Go: Autonomous Cross-Subject Context Learning for Internet-of-Things Applications
- Modeling Skewed Class Distributions by Reshaping the Concept Space.
- Enabling Effective Programming and Flexible Management of Efficient Body Sensor Network Applications,
- Transportation Problem
- Graph Coloring and its applications
- Adaptive Compressed Sensing at the Fingertip of Internet-of-Things Sensors: An Ultra-Low Power Activity Recognition
- Outlier detection and analysis
- Active Learning Enabled Activity Recognition
- A beverage intake tracking system based on machine learning algorithms, and ultrasonic and color sensors: poster abstract
- Adaptive compressed sensing at the fingertip of Internet-of-Things sensors: An ultra-low power activity recognition
- An optimal approach for low-power migraine prediction models in the state-of-the-art wireless monitoring devices
- Context-Aware System Design for Remote Health Monitoring: An Application to Continuous Edema Assessment
- Learn-on-the-go: Autonomous cross-subject context learning for internet-of-things applications
- Mobile sensing to improve medication adherence: demo abstract
- Personalization without user interruption: boosting activity recognition in new subjects using unlabeled data
- Minimum Makespan Scheduling
- Recognizing New Activities with Limited Training Data
- An Energy-Efficient Computational Model for Uncertainty Management in Dynamically Changing Networked Wearables
- Knapsack Problem
- Bin Packing Problem: Asymptotic PTAS (AA Ch 9)
- Minimun K-cut Problem
- Trading off prediction accuracy and power consumption for context-aware wearable computing.
- A Hardware-Assisted Energy-Efficient Processing Model for Activity Recognition Using Wearables
- A machine learning approach for medication adherence monitoring using body-worn sensors
- A Reliable and Reconfigurable Signal Processing Framework for Estimation of Metabolic Equivalent of Task in Wearable Sensors
- An Energy-Efficient Computational Model for Uncertainty Management in Dynamically Changing Networked Wearables
- CyHOP: A generic framework for real-time power-performance optimization in networked wearable motion sensors
- SmartSock: A wearable platform for context-aware assessment of ankle edema
- Set Cover Layering Approach
- I did not smoke 100 cigarettes today!: avoiding false positives in real-world activity recognition.
- InterruptMe: Designing intelligent prompting mechanisms for pervasive applications.
- derivative free optimization: direction search
- Data sensing and analysis: Challenges for wearables,
- Randomized Algorithms: The hiring problem
- Edema Monitoring Using Wearable Sensors
- Viterbi Algorithm
- Chroma: A Wearable Augmented-Reality Solution for Color Blindness
- String Matching
- Smart-Cuff: A Wearable Bio-Sensing Platform with Activity-Sensitive Information Quality Assessment for Monitoring Ankle Edema
- Smart-Cuff: A wearable bio-sensing platform with activity-sensitive information quality assessment for monitoring ankle edema
- Toward robust and platform-agnostic gait analysis