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Fillia Makedon
Frédéric Li
Gerald Bieber
Johann-Peter Wolff
John Trimpop
Konstantinos Tsiakas
Kristina Yordanova
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Viewing Publication 1 - 100 from 115
2023
Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, iWOAR 2023, Lübeck, Germany, September 21-22, 2023
ACM,
2023.
[doi]
Compressed, Real-Time Voice Activity Detection with Open Source Implementation for Small Devices
Lasse R. Andersen
,
Lukas J. Jacobsen
,
David Campos 0002
.
iwoar 2023
:
[doi]
Using Deep Learning to Identify Persons by their Movement on a Sensor Floor
Felicia Bader
,
Laura Liebenow
,
Axel Steinhage
.
iwoar 2023
:
[doi]
Making Noise - Improving Seismocardiography Based Heart Analysis With Denoising Autoencoders
Jonas Burian
,
Helmut Tödtmann
,
Marian Haescher
,
Mario Aehnelt
,
Arjan Kuijper
.
iwoar 2023
:
[doi]
Pedestrian Collision Prediction Using a Monocular Camera
Shiyuan Chen
,
Xue-qin
,
Zeyd Boukhers
,
John See
,
Wei Sui
,
Cong Yang
.
iwoar 2023
:
[doi]
Effects of Time-Series Data Pre-processing on the Transformer-based Classification of Activities from Smart Glasses
Gabriela Ciortuz
,
Marcin Grzegorzek
,
Sebastian J. F. Fudickar
.
iwoar 2023
:
[doi]
Survey on food intake methods using visual technologies
Sudhir Kumar Dubey
,
Dimitri Kraft
,
Nicola Drueeke
,
Gerald Bieber
.
iwoar 2023
:
[doi]
Miss-placement Prediction of Multiple On-body Devices for Human Activity Recognition
Robin Dönnebrink
,
Fernando Moya Rueda
,
Rene Grzeszick
,
Maximilian Stach
.
iwoar 2023
:
[doi]
A Study on Hyperparameters Configurations for an Efficient Human Activity Recognition System
Paulo J. S. Ferreira
,
João Mendes-Moreira 0001
,
João M. P. Cardoso
.
iwoar 2023
:
[doi]
PneuShoe: A Pneumatic Smart Shoe for Activity Recognition, Terrain Identification, and Weight Estimation
Marco Torge Gabrecht
,
Hengyu Wang
,
Denys Jörg Christian Matthies
.
iwoar 2023
:
[doi]
Self-supervised representation learning using multimodal Transformer for emotion recognition
Theresa Götz
,
Pulkit Arora
,
F. X. Erick
,
Nina Holzer
,
Shrutika S. Sawant
.
iwoar 2023
:
[doi]
Exploring the Benefits of Time Series Data Augmentation for Wearable Human Activity Recognition
Md. Abid Hasan
,
Frédéric Li
,
Artur Piet
,
Philip Gouverneur
,
Muhammad Tausif Irshad
,
Marcin Grzegorzek
.
iwoar 2023
:
[doi]
Sensor-Based Detection of Food Hypersensitivity Using Machine Learning
Lennart Jablonski
,
Torge Jensen
,
Greta M. Ahlemann
,
Xinyu Huang 0003
,
Vivian V. Tetzlaff-Lelleck
,
Artur Piet
,
Franziska Schmelter
,
Valerie S. Dinkler
,
Christian Sina
,
Marcin Grzegorzek
.
iwoar 2023
:
[doi]
A Real-time Human Pose Estimation Approach for Optimal Sensor Placement in Sensor-based Human Activity Recognition
Orhan Konak
,
Alexander Wischmann
,
Robin Van De Water
,
Bert Arnrich
.
iwoar 2023
:
[doi]
HomeGrid - Experimental Displays for SmartHome Devices and Interfaces
Moritz Krause
,
Michael Zöllner
.
iwoar 2023
:
[doi]
Understanding the Challenges and Opportunities of Pose-based Anomaly Detection
Ghazal Alinezhad Noghre
,
Armin Danesh Pazho
,
Vinit Katariya
,
Hamed Tabkhi
.
iwoar 2023
:
[doi]
Interactive Exercises for Computer-based Work Using a Webcam
Angelina Schmidt
,
Hassan Shahid
,
Dimitri Kraft
,
Gerald Bieber
,
Michael Fellmann
.
iwoar 2023
:
[doi]
WiFi Sensing with Single-Antenna Devices for Ambient Assisted Living
Robert Schumann
,
Frédéric Li
,
Marcin Grzegorzek
.
iwoar 2023
:
[doi]
Assessment of Quality of Gyrocardiograms Based on Features Derived from Symmetric Projection Attractor Reconstruction
Szymon Siecinski
,
Muhammad Tausif Irshad
,
Md. Abid Hasan
,
Ewaryst Tkacz
,
Marcin Grzegorzek
.
iwoar 2023
:
[doi]
Classification of freezing of gait using accelerometer data: A systematic performance evaluation approach
Aditi Site
,
Jari Nurmi
,
Elena Simona Lohan
.
iwoar 2023
:
[doi]
Challenges in Modelling Cooking Task Execution for User Assistance
Tomasz Sosnowski
,
Teodor Stoev
,
Thomas Kirste
,
Kristina Yordanova
.
iwoar 2023
:
[doi]
The impact of cerebellar transcranial alternating current stimulation (tACS) and simultaneous motor network activation via motor sequence learning (MSL) on movements and muscle strength
Kathinka von Möller
,
Rebecca Herzog
,
Christina Bolte
,
Alexander Münchau
,
Tobias Bäumer
,
Anne Weissbach
.
iwoar 2023
:
[doi]
Exploring False Statement Detection with Force Plate
Davy P. Y. Wong
,
Sheng-Chieh Yang
.
iwoar 2023
:
[doi]
TongueMendous: IR-Based Tongue-Gesture Interface with Tiny Machine Learning
Davy P. Y. Wong
,
Pai H. Chou
.
iwoar 2023
:
[doi]
Preliminary studies of measuring skateboarding forces by combining inertial sensors and camera-based pose estimation
Michael Zöllner
,
Moritz Krause
.
iwoar 2023
:
[doi]
2022
Proceedings of the 7th International Workshop on Sensor-based Activity Recognition and Artificial Intelligence, iWOAR 2022, Rostock, Germany, September 19-20, 2022
ACM,
2022.
[doi]
Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor Data
Gabriela Augustinov
,
Muhammad Adeel Nisar
,
Frédéric Li
,
Seyed Amir Hossein Tabatabaei
,
Marcin Grzegorzek
,
Keywan Sohrabi
,
Sebastian J. F. Fudickar
.
iwoar 2022
:
[doi]
Studying pedestrians' crossing behavior during automated vehicle interactions: A Wizard of Oz study
Janina Bindschädel
,
Andrea Kiesel
.
iwoar 2022
:
[doi]
Evaluating neurorehabilitation exercises captured with commodity sensors and machine-learning framework
Abm Tariqul Islam
,
Sebastian Bader 0001
,
Thomas Kirste
.
iwoar 2022
:
[doi]
Hand Gesture Recognition in Daily Life as an Additional Tool for Unobtrusive Data Labeling in Medical Studies
Julia Joch
,
Kristina Kirsten
,
Bert Arnrich
.
iwoar 2022
:
[doi]
Dataset and Methods for Recognizing Care Activities
Sylvia Kaczmarek
,
Martin Fiedler
,
Andreas Bongers
,
Sebastian Wibbeling
,
Rene Grzeszick
.
iwoar 2022
:
[doi]
Camera-based Blink Detection using 3D-Landmarks
Dimitri Kraft
,
Frederik Hartmann
,
Gerald Bieber
.
iwoar 2022
:
[doi]
Does my glucose level tell how energetic I feel?
Fabienne Lambusch
,
Jannik Knoblich
,
Oliver Weigelt
,
Dimitri Kraft
,
Michael Fellmann
,
Gerald Bieber
.
iwoar 2022
:
[doi]
ShoeTect: Detecting Body Posture, Ambulation Activity, Gait Abnormalities, and Terrain with Multisensory Smart Footwear
Xiaozhu Li
,
Denys J. C. Matthies
.
iwoar 2022
:
[doi]
Online Personalisation of Deep Mobile Activity Recognisers
Manuel Milling
,
Ilhan Aslan
,
Moritz Berghofer
,
Adria Mallol-Ragolta
,
Utkarsh Kunwar
,
Björn Wolfgang Schuller
.
iwoar 2022
:
[doi]
Nurturing Cognitive Abilities of Older Adults Using NLP Models on Mobile Devices
Yaser Mowafi
,
Ismail Abumuhfouz
,
Jeffrey Myers Ii
.
iwoar 2022
:
[doi]
Fine-Grained Human Activity Recognition - A new paradigm
Shalini Pandurangan
,
Michela Papandrea
,
Mirko Gelsomini
.
iwoar 2022
:
[doi]
Discovering Behavioural Predispositions in Data to Improve Human Activity Recognition
Maximilian Popko
,
Sebastian Bader 0001
,
Stefan Lüdtke
,
Thomas Kirste
.
iwoar 2022
:
[doi]
Activities of Daily Living Detection on Healthcare: A Categorization
José Manuel Negrete Ramírez
,
Yudith Cardinale
.
iwoar 2022
:
[doi]
Reducing Deployment Cost for Passive Electric Field Sensors
Julian von Wilmsdorff
,
Jan Niklas Kolf
,
Arjan Kuijper
.
iwoar 2022
:
[doi]
2019
6th international Workshop on Sensor-based Activity Recognition and Interaction, iWOAR 2019, Rostock, Germany, September 16-17, 2019
ACM,
2019.
[doi]
Using multimodal biosignal data from wearables to detect focal motor seizures in individual epilepsy patients
Sebastian Böttcher
,
Nikolay V. Manyakov
,
Nino Epitashvili
,
Amos Folarin
,
Mark P. Richardson
,
Matthias Dümpelmann
,
Andreas Schulze-Bonhage
,
Kristof Van Laerhoven
.
iwoar 2019
:
[doi]
The SEBA system: a novel approach for assessing psychological stress continuously at the workplace
Wencke Chodan
,
Silvio Krause
,
Mario A. Meza Cuevas
,
Martin Kadner
,
Jan Rockstroh
,
Carsten König
,
Mario Aehnelt
,
Bodo Urban
,
Gerald Bieber
.
iwoar 2019
:
[doi]
An automated assessment system for embodied cognition in children: from motion data to executive functioning
Alex Dillhoff
,
Konstantinos Tsiakas
,
Ashwin Ramesh Babu
,
Mohammad Zakizadehghariehali
,
Benjamin Buchanan
,
Morris Bell
,
Vassilis Athitsos
,
Fillia Makedon
.
iwoar 2019
:
[doi]
Towards automatic pathology classification for a 24/7 ECG-based telemonitoring service
Xenia Klinge
,
Matthias Schmitt
,
Andrey Girenko
,
Jan Alexandersson
,
Boichev Boichev
.
iwoar 2019
:
[doi]
A survey on vibration and sound analysis for disease detection of knee and hip joints
Dimitri Kraft
,
Franziska Knaack
,
Rainer Bader
,
Rene Portwich
,
Peter Eichstaedt
,
Gerald Bieber
.
iwoar 2019
:
[doi]
"SmartPointer": buttonless remote control based on structured light and intuitive gestures
Heinrich Ruser
,
André Kaltenbach
,
Lars Mechold
.
iwoar 2019
:
[doi]
Cognitive assessment in children through motion capture and computer vision: the cross-your-body task
Saif Iftekar Sayed
,
Konstantinos Tsiakas
,
Morris Bell
,
Vassilis Athitsos
,
Fillia Makedon
.
iwoar 2019
:
[doi]
Subject-dependent and -independent human activity recognition with person-specific and -independent models
Sebastian Scheurer
,
Salvatore Tedesco
,
Kenneth N. Brown
,
Brendan O'Flynn
.
iwoar 2019
:
[doi]
Towards estimation of cooking complexity: free-text annotations in the kitchen environment
Emma L. Tonkin
,
Ola Bykowska
,
Hannah Berg
,
Ian Craddock
.
iwoar 2019
:
[doi]
Fluid intake recognition using inertial sensors
Arne Wellnitz
,
Johann-Peter Wolff
,
Christian Haubelt
,
Thomas Kirste
.
iwoar 2019
:
[doi]
2018
Is artificial intelligence (AI) taking over the world?: Are humans losing out to AI in the work place?
Albrecht Schmidt 0001
.
iwoar 2018
:
[doi]
Proceedings of the 5th international Workshop on Sensor-based Activity Recognition and Interaction, iWOAR 2018, Berlin, Germany, September 20-21, 2018
ACM,
2018.
[doi]
Dense 3D Optical Flow Co-occurrence Matrices for Human Activity Recognition
Rawya Al-Akam
,
Dietrich Paulus
.
iwoar 2018
:
[doi]
Exploring Accelerometer-based Step Detection by using a Wheeled Walking Frame
Gerald Bieber
,
Marian Haescher
,
Paul Hanschmann
,
Denys J. C. Matthies
.
iwoar 2018
:
[doi]
Analysis of a Public Repository for the Study of Automatic Fall Detection Algorithms
Eduardo Casilari
,
Jose-Antonio Santoyo-Ramón
,
José Manuel Cano-García
.
iwoar 2018
:
[doi]
A Machine Learning Approach to Violin Bow Technique Classification: a Comparison Between IMU and MOCAP systems
David Dalmazzo
,
Simone Tassani
,
Rafael Ramírez 0001
.
iwoar 2018
:
[doi]
Theodor: A Step Towards Smart Home Applications with Electronic Noses
Chi-Tai Dang
,
Andreas Seiderer
,
Elisabeth André
.
iwoar 2018
:
[doi]
IT-supported Stress Management: Mediating between Sensor Data and Individual Appraisal
Michael Fellmann
,
Fabienne Lambusch
,
Leonard Pieper
.
iwoar 2018
:
[doi]
Mobile Assisted Living: Smartwatch-based Fall Risk Assessment for Elderly People
Marian Haescher
,
Denys J. C. Matthies
,
Karthik Srinivasan
,
Gerald Bieber
.
iwoar 2018
:
[doi]
Using Wrist-Worn Activity Recognition for Basketball Game Analysis
Alexander Hölzemann
,
Kristof Van Laerhoven
.
iwoar 2018
:
[doi]
FinD: Detection of Finger Movement using Smart Watch
Hiroto Ishikawa
,
Wataro Takahashi
,
Yoshito Tobe
.
iwoar 2018
:
[doi]
Respiration Rate Estimation with Depth Cameras: An Evaluation of Parameters
Jochen Kempfle
,
Kristof Van Laerhoven
.
iwoar 2018
:
[doi]
Combining off-the-shelf Image Classifiers with Transfer Learning for Activity Recognition
Amit Kumar
,
Kristina Yordanova
,
Thomas Kirste
,
Mohit Kumar
.
iwoar 2018
:
[doi]
Gaussian Lifted Marginal Filtering
Stefan Lüdtke
,
Alejandro Molina 0001
,
Thomas Kirste
.
iwoar 2018
:
[doi]
Outlining a Novel Framework for Monitoring User's Vital Signs and Activity Data in Caregiving Facilities
Denys J. C. Matthies
.
iwoar 2018
:
[doi]
We all want to remain in our own homes ..
Alex Mihailidis
.
iwoar 2018
:
[doi]
Natural Pursuits for Eye Tracker Calibration
Michaela Murauer
,
Michael Haslgrübler
,
Alois Ferscha
.
iwoar 2018
:
[doi]
Human Activity Recognition Using Temporal Convolutional Network
Nitin Nair
,
Chinchu Thomas
,
Dinesh Babu Jayagopi
.
iwoar 2018
:
[doi]
Real-Time Joint Axes Estimation of the Hip and Knee Joint during Gait using Inertial Sensors
Markus Nordén
,
Philipp Müller
,
Thomas Schauer
.
iwoar 2018
:
[doi]
Attribute Representation for Human Activity Recognition of Manual Order Picking Activities
Christopher Reining
,
Michelle Schlangen
,
Leon Hissmann
,
Michael ten Hompel
,
Fernando Moya Rueda
,
Gernot A. Fink
.
iwoar 2018
:
[doi]
Towards a task-driven framework for multimodal fatigue analysis during physical and cognitive tasks
Konstantinos Tsiakas
,
Michalis Papakostas
,
James C. Ford
,
Fillia Makedon
.
iwoar 2018
:
[doi]
Activity Recognition using Head Worn Inertial Sensors
Johann-Peter Wolff
,
Florian Grützmacher
,
Arne Wellnitz
,
Christian Haubelt
.
iwoar 2018
:
[doi]
Fewer Samples for a Longer Life Span: Towards Long-Term Wearable PPG Analysis
Florian Wolling
,
Kristof Van Laerhoven
.
iwoar 2018
:
[doi]
2017
Bottom-up Investigation: Human Activity Recognition Based on Feet Movement and Posture Information
Rafael De Pinho André
,
Pedro Henrique F. S. Diniz
,
Hugo Fuks
.
iwoar 2017
:
[doi]
Detecting Process Transitions from Wearable Sensors: An Unsupervised Labeling Approach
Sebastian Böttcher
,
Philipp M. Scholl
,
Kristof Van Laerhoven
.
iwoar 2017
:
[doi]
The SPHERE Experience
Ian Craddock
.
iwoar 2017
:
[doi]
Exercise Monitoring On Consumer Smart Phones Using Ultrasonic Sensing
Biying Fu
,
Dinesh Vaithyalingam Gangatharan
,
Arjan Kuijper
,
Florian Kirchbuchner
,
Andreas Braun 0001
.
iwoar 2017
:
[doi]
Deep Neural Network based Human Activity Recognition for the Order Picking Process
Rene Grzeszick
,
Jan Marius Lenk
,
Fernando Moya Rueda
,
Gernot A. Fink
,
Sascha Feldhorst
,
Michael ten Hompel
.
iwoar 2017
:
[doi]
Smarter Smart Homes with Social and Emotional Intelligence
Jesse Hoey
.
iwoar 2017
:
[doi]
Experiences from a Wearable-Mobile Acquisition System for Ambulatory Assessment of Diet and Activity
Kristof Van Laerhoven
,
Mario Wenzel
,
Anouk Geelen
,
Christopher Hübel
,
Maike Wolters
,
Antje Hebestreit
,
Lene Frost Andersen
,
Pieter van't Veer
,
Thomas Kubiak
.
iwoar 2017
:
[doi]
Where are my colleagues?: Tracking and Counting Multiple Persons using Lifted Marginal Filtering
Stefan Lüdtke
,
Max Schröder
,
Frank Krüger 0001
,
Thomas Kirste
.
iwoar 2017
:
[doi]
Preliminary Evaluation of a Framework for Overhead Skeleton Tracking in Factory Environments using Kinect
Murilo M. Marinho
,
Yuki Yatsushima
,
Takuya Maekawa
,
Yasuo Namioka
.
iwoar 2017
:
[doi]
Real-time Embedded Recognition of Sign Language Alphabet Fingerspelling in an IMU-Based Glove
Chaithanya Kumar Mummadi
,
Frederic Philips Peter Leo
,
Keshav Deep Verma
,
Shivaji Kasireddy
,
Philipp Marcel Scholl
,
Kristof Van Laerhoven
.
iwoar 2017
:
[doi]
Low-level Event Detection System for Minimally-Invasive Surgery Training
David Nieves
,
César Ferri
,
José Hernández-Orallo
,
Carlos Monserrat
.
iwoar 2017
:
[doi]
Co-Creating Emotionally Aligned Smart Homes Using Social Psychological Modeling
Julie M. Robillard
,
Aaron W. Li
,
Shilpa Jacob
,
Dan Wang
,
Xin Zou
,
Jesse Hoey
.
iwoar 2017
:
[doi]
Smartwatch based Respiratory Rate and Breathing Pattern Recognition in an End-consumer Environment
John Trimpop
,
Hannes Schenk
,
Gerald Bieber
,
Friedrich Lämmel
,
Paul Burggraf
.
iwoar 2017
:
[doi]
Proceedings of the 4th international Workshop on Sensor-based Activity Recognition and Interaction, iWOAR 2017, Rostock, Germany, September 21 - 22, 2017
Kristina Yordanova
,
Max Schröder
,
Sebastian Bader
,
Thomas Kirste
, editors,
ACM,
2017.
[doi]
Knowledge Extraction from Task Narratives
Kristina Y. Yordanova
,
Carlos Monserrat
,
David Nieves
,
José Hernández-Orallo
.
iwoar 2017
:
[doi]
2016
CapTap: combining capacitive gesture recognition and acoustic touch detection
Andreas Braun 0001
,
Sebastian Zander-Walz
,
Stefan Krepp
,
Silvia Rus
,
Reiner Wichert
,
Arjan Kuijper
.
iwoar 2016
:
[doi]
Activity recognition for physical therapy: fusing signal processing features and movement patterns
Lieven Billiet
,
Thijs Willem Swinnen
,
René Westhovens
,
Kurt de Vlam
,
Sabine Van Huffel
.
iwoar 2016
:
[doi]
SmartMove: a smartwatch algorithm to distinguish between high- and low-amplitude motions as well as doffed-states by utilizing noise and sleep
Marian Haescher
,
John Trimpop
,
Gerald Bieber
,
Bodo Urban
.
iwoar 2016
:
[doi]
WeaRelaxAble: a wearable system to enhance stress resistance using various kinds of feedback stimuli
Josephin Klamet
,
Denys J. C. Matthies
,
Michael Minge
.
iwoar 2016
:
[doi]
Coping with variability in motion based activity recognition
Matthias Kreil
,
Bernhard Sick
,
Paul Lukowicz
.
iwoar 2016
:
[doi]
AGIS: automated tool detection & hand-arm vibration estimation using an unmodified smartwatch
Denys J. C. Matthies
,
Gerald Bieber
,
Uwe Kaulbars
.
iwoar 2016
:
[doi]
Tool support for the online annotation of sensor data
Max Schröder
,
Kristina Yordanova
,
Sebastian Bader 0001
,
Thomas Kirste
.
iwoar 2016
:
[doi]
Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction, iWOAR '16, Rostock, Germany, June 23-24, 2016
Bodo Urban
,
Thomas Kirste
, editors,
ACM,
2016.
[doi]
Towards a situation model for assessing challenging behaviour of people with dementia
Kristina Yordanova
,
Sebastian Bader 0001
,
Christina Heine
,
Stefan J. Teipel
,
Thomas Kirste
.
iwoar 2016
:
[doi]
okinesio: the development of open hardware for quantified self
Michael Zöllner
,
Andreas Zapf
,
Nhân Duc Truong
,
Stefanie Scheer
.
iwoar 2016
:
[doi]
2015
Car crash detection on smartphones
Julia Lahn
,
Heiko Peter
,
Peter Braun
.
iwoar 2015
:
[doi]
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