60 citations · 117 across the 8 of their papers we have counts for
8 papers
Estimating Black Carbon Concentration from Urban Traffic Using Vision-Based Machine Learning
Camellia Zakaria, Aryan Sadeghi, Weaam Jaafar +3
Black carbon (BC) emissions in urban areas are primarily driven by traffic, with hotspots near major roads disproportionately affecting marginalized communities. Because BC monitor…
W4-Groups: Modeling the Who, What, When and Where of Group Behavior via Mobility Sensing
Akanksha Atrey, Camellia Zakaria, Rajesh Balan +1
Human social interactions occur in group settings of varying sizes and locations, depending on the type of social activity. The ability to distinguish group formations based on the…
SleepMore: Inferring Sleep Duration at Scale via Multi-Device WiFi Sensing
Camellia Zakaria, Gizem Yilmaz, Priyanka Mammen +3
The availability of commercial wearable trackers equipped with features to monitor sleep duration and quality has enabled more useful sleep health monitoring applications and analy…
Does Mode of Digital Contact Tracing Affect User Willingness to Share Information? A Quantitative Study
Camellia Zakaria, Pin Sym Foong, Chang Siang Lim +3
Digital contact tracing can limit the spread of infectious diseases. Nevertheless, there remain barriers to attaining sufficient adoption. In this study, we investigate how willing…
FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing
Bhawana Chhaglani, Camellia Zakaria, Adam Lechowicz +2
Proper indoor ventilation through buildings' heating, ventilation, and air conditioning (HVAC) systems has become an increasing public health concern that significantly impacts ind…
WiSleep: Inferring Sleep Duration at Scale Using Passive WiFi Sensing
Priyanka Mary Mammen, Camellia Zakaria, Tergel Molom-Ochir +3
Sleep deprivation is a public health concern that significantly impacts one's well-being and performance. Sleep is an intimate experience, and state-of-the-art sleep monitoring sol…
Analyzing the Impact of Covid-19 Control Policies on Campus Occupancy and Mobility via Passive WiFi Sensing
Camellia Zakaria, Amee Trivedi, Emmanuel Cecchet +3
Mobile sensing has played a key role in providing digital solutions to aid with COVID-19 containment policies. These solutions include, among other efforts, enforcing social distan…
WiFiTrace: Network-based Contact Tracing for Infectious Diseases Using Passive WiFi Sensing
Amee Trivedi, Camellia Zakaria, Rajesh Balan +1
Contact tracing is a well-established and effective approach for the containment of the spread of infectious diseases. While Bluetooth-based contact tracing method using phones has…