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Data mining on smartphones: An introduction and survey
Data mining is the science of extracting information or “knowledge” from data. It is a task
commonly executed on cloud computing resources, personal computers and laptops …
commonly executed on cloud computing resources, personal computers and laptops …
[HTML][HTML] Detecting glass and metal in consumer trash bags during waste collection using convolutional neural networks
We present a proof-of-concept method to classify the presence of glass and metal in
consumer trash bags. With the prevalent utilization of waste collection trucks in municipal …
consumer trash bags. With the prevalent utilization of waste collection trucks in municipal …
ViObject: harness passive vibrations for daily object recognition with commodity smartwatches
Knowing the object grabbed by a hand can offer essential contextual information for
interaction between the human and the physical world. This paper presents a novel system …
interaction between the human and the physical world. This paper presents a novel system …
MyDJ: Sensing food intakes with an attachable on your eyeglass frame
Various automated eating detection wearables have been proposed to monitor food intakes.
While these systems overcome the forgetfulness of manual user journaling, they typically …
While these systems overcome the forgetfulness of manual user journaling, they typically …
Differentiable neural network pruning to enable smart applications on microcontrollers
Wearable, embedded, and IoT devices are a centrepiece of many ubiquitous computing
applications, such as fitness tracking, health monitoring, home security and voice assistants …
applications, such as fitness tracking, health monitoring, home security and voice assistants …
Using gesture and speech communication modalities for safe human-drone interaction in construction
Drones are increasingly being used in the construction industry for numerous applications.
However, their presence poses safety risks to construction workers who work around them …
However, their presence poses safety risks to construction workers who work around them …
TextureSight: Texture Detection for Routine Activity Awareness with Wearable Laser Speckle Imaging
Objects engaged by users' hands contain rich contextual information for their strong
correlation with user activities. Tools such as toothbrushes and wipes indicate cleansing and …
correlation with user activities. Tools such as toothbrushes and wipes indicate cleansing and …
SonoHaptics: An Audio-Haptic Cursor for Gaze-Based Object Selection in XR
We introduce SonoHaptics, an audio-haptic cursor for gaze-based 3D object selection.
SonoHaptics addresses challenges around providing accurate visual feedback during gaze …
SonoHaptics addresses challenges around providing accurate visual feedback during gaze …
Potential and Challenges of DIY Smart Homes with an ML-intensive Camera Sensor
Sensors and actuators are crucial components of a do-it-yourself (DIY) smart home system
that enables users to construct smart home features successfully. In addition, machine …
that enables users to construct smart home features successfully. In addition, machine …
RISE: Robust wireless sensing using probabilistic and statistical assessments
Wireless sensing builds upon machine learning shows encouraging results. However,
adopting wireless sensing as a large-scale solution remains challenging as experiences …
adopting wireless sensing as a large-scale solution remains challenging as experiences …