4.2 Article

Generative replay for multi-class modeling of human activities via sensor data from in-home robotic companion pets

Related references

Note: Only part of the references are listed.
Review Health Care Sciences & Services

Conceptualizing socially-assistive robots as a digital therapeutic tool in healthcare

Cedomir Stanojevic et al.

Summary: AI-driven DH systems have great potential in healthcare, with significant investments being made globally. DTx tools, including socially assistive robots, can empower patients and providers by using data-driven interventions and real-time data collection. The challenge lies in validating and adopting these treatment tools due to the large volume and limited oversight of DH systems and DTxs.

FRONTIERS IN DIGITAL HEALTH (2023)

Article Computer Science, Information Systems

Predicting clinically relevant changes in bipolar disorder outside the clinic walls based on pervasive technology interactions via smartphone typing dynamics

Casey C. Bennett et al.

Summary: This study investigates the feasibility of using smartphone keyboard dynamics as the foundation of an early warning system for mood instability. The analysis of a real-world open-science dataset reveals that the system has a predictive accuracy of around 90% and identifies interesting features for future research.

PERVASIVE AND MOBILE COMPUTING (2022)

Proceedings Paper Computer Science, Artificial Intelligence

Evoking an Intentional Stance during Human-Agent Social Interaction: Appearances Can Be Deceiving

Casey C. Bennett

Summary: A critical issue in human-agent and human-robot interaction is eliciting an intentional stance in humans towards the agents. Recent evidence suggests that perhaps artificial agents need to adopt an intentional stance about themselves in order to trigger a similar stance in humans.

2021 30TH IEEE INTERNATIONAL CONFERENCE ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION (RO-MAN) (2021)

Article Computer Science, Artificial Intelligence

Adaptive sliding window based activity recognition for assisted livings

Congcong Ma et al.

INFORMATION FUSION (2020)

Article Computer Science, Information Systems

Effects of mood and aging on keystroke dynamics metadata and their diurnal patterns in a large open-science sample: A BiAffect iOS study

Claudia Vesel et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2020)

Article Computer Science, Information Systems

Deep-Learning-Enhanced Human Activity Recognition for Internet of Healthcare Things

Xiaokang Zhou et al.

IEEE INTERNET OF THINGS JOURNAL (2020)

Article Multidisciplinary Sciences

Brain-inspired replay for continual learning with artificial neural networks

Gido M. van de Ven et al.

NATURE COMMUNICATIONS (2020)

Proceedings Paper Automation & Control Systems

Robot Navigation in Crowded Environments Using Deep Reinforcement Learning

Lucia Liu et al.

2020 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS) (2020)

Article Computer Science, Information Systems

LSTM-CNN Architecture for Human Activity Recognition

Kun Xia et al.

IEEE ACCESS (2020)

Review Computer Science, Theory & Methods

Boosting methods for multi-class imbalanced data classification: an experimental review

Jafar Tanha et al.

JOURNAL OF BIG DATA (2020)

Article Chemistry, Analytical

Recognizing Physical Activity of Older People from Wearable Sensors and Inconsistent Data

Aimilia Papagiannaki et al.

SENSORS (2019)

Article Health Care Sciences & Services

Predicting Mood Disturbance Severity with Mobile Phone Keystroke Metadata: A BiAffect Digital Phenotyping Study

John Zulueta et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2018)

Article Computer Science, Interdisciplinary Applications

Physical activity classification in free-living conditions using smartphone accelerometer data and exploration of predicted results

Kangjae Lee et al.

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS (2018)

Proceedings Paper Computer Science, Artificial Intelligence

A Robot a Day Keeps the Blues Away In-home use of a socially assistive robot by older adults reduces clinical depression

Casey C. Bennett et al.

2017 IEEE INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI) (2017)

Article Telecommunications

Using Sensors to Study Home Activities

Jie Jiang et al.

JOURNAL OF SENSOR AND ACTUATOR NETWORKS (2017)

Article Chemistry, Analytical

Window Size Impact in Human Activity Recognition

Oresti Banos et al.

SENSORS (2014)

Article Robotics

The Role of Healthcare Robots for Older People at Home: A Review

Hayley Robinson et al.

INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS (2014)

Article Computer Science, Artificial Intelligence

Sensor-Based Activity Recognition

Liming Chen et al.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS (2012)

Article Psychology

Ecological Momentary Assessment

Saul Shiffman et al.

Annual Review of Clinical Psychology (2007)