Quantification of behavioral data with effect sizes and statistical significance tests.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of applied behavior analysis"
DOI: 10.1002/jaba.938
Abstract: This article describes the use of statistical significance tests and distance-based effect sizes with behavioral data from single case experimental designs (SCEDs). Such data often are interpreted only with visual analysis. However, a growing movement… read more here.
Keywords: significance tests; statistical significance; significance; behavioral data ... See more keywords
Behavioral data mining to produce novel and serendipitous friend recommendations in a social bookmarking system
Sign Up to like & getrecommendations! Published in 2018 at "Information Systems Frontiers"
DOI: 10.1007/s10796-015-9600-3
Abstract: In the last few years, social media systems have experienced a fast growth. The amount of content shared in these systems increases fast, leading users to face the well known “interaction overload” problem, i.e., they… read more here.
Keywords: behavioral data; data mining; system; bookmarking system ... See more keywords
A confirmatory approach for integrating neural and behavioral data into a single model
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Mathematical Psychology"
DOI: 10.1016/j.jmp.2016.04.005
Abstract: Recent decades have witnessed amazing advances in both mathematical models of cognition and in the field of cognitive neuroscience. These developments were initially independent of one another, but recently the fields have started to become… read more here.
Keywords: behavioral data; approach integrating; confirmatory approach; integrating neural ... See more keywords
TILES-2018, a longitudinal physiologic and behavioral data set of hospital workers
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Data"
DOI: 10.1038/s41597-020-00655-3
Abstract: We present a novel longitudinal multimodal corpus of physiological and behavioral data collected from direct clinical providers in a hospital workplace. We designed the study to investigate the use of off-the-shelf wearable and environmental sensors… read more here.
Keywords: work; behavioral data; job; hospital workers ... See more keywords
Longitudinal planning for personalized health management using daily behavioral data
Sign Up to like & getrecommendations! Published in 2019 at "IISE Transactions on Healthcare Systems Engineering"
DOI: 10.1080/24725579.2019.1640814
Abstract: Abstract Mitigating globally emerging health problems such as obesity needs scalable solutions that can facilitate health management and promote healthier lifestyles outside of clinical settings. Such scalable solutions, while targeting general population, need to provide… read more here.
Keywords: behavioral data; planning personalized; health management; health ... See more keywords
Machine Learning Insights for Behavioral Data Analysis Supporting the Autonomous Vehicles Scenario
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3118834
Abstract: The advent of the digital innovation era is changing service, use, and resources management paradigms, offering a wide range of new and essential opportunities. In particular, the advent of the Internet of Things (IoT), i.e.,… read more here.
Keywords: machine learning; insights behavioral; behavioral data; vehicle ... See more keywords
Expanding the attack surface: Robust profiling attacks threaten the privacy of sparse behavioral data.
Sign Up to like & getrecommendations! Published in 2022 at "Science advances"
DOI: 10.1126/sciadv.abl6464
Abstract: Behavioral data, collected from our daily interactions with technology, have driven scientific advances. Yet, the collection and sharing of this data raise legitimate privacy concerns, as individuals can often be reidentified. Current identification attacks, however,… read more here.
Keywords: time; privacy; behavioral data; auxiliary information ... See more keywords
Multimodal Behavior Analysis Towards Detecting Mild Cognitive Impairment: Preliminary Results on Gait and Speech
Sign Up to like & getrecommendations! Published in 2019 at "Studies in health technology and informatics"
DOI: 10.3233/shti190240
Abstract: Behavioral analysis for identifying changes in cognitive and physical functioning is expected to help detect dementia such as mild cognitive impairment (MCI) at an early stage. Speech and gait features have been especially recognized as… read more here.
Keywords: mild cognitive; multimodal behavioral; behavioral data; cognitive impairment ... See more keywords