2023:

Whereables? Examining Personal Technology Adoption in Contemporary Control Rooms, Flegel, Nadine and Poehler, Jonas and Mentler, Tilo and Van Laerhoven, Kristof. IEEE Pervasive Computing, 22(2): 49-53, April,2023.[abstract][pdf][scholar][bibtex]

Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition Using Wrist-Worn Inertial Sensors, Hoelzemann, Alexander and Romero, Julia Lee and Bock, Marius and Laerhoven, Kristof Van and Lv, Qin. Sensors, 23(13), 2023.[abstract][pdf][scholar][bibtex]

On Land, at Sea, and in the Air: Human-Computer Interaction in Safety-Critical Spaces of Control , Mentler, Tilo and Palanque, Philippe and Van Laerhoven, Kristof and Lützhöft, Margareta Holtensdotter and Flegel, Nadine. In Human-Computer Interaction -- INTERACT 2023, Springer Nature Switzerland, 2023.[abstract][pdf][scholar][bibtex]

A Data-Driven Study on the Hawthorne Effect in Sensor-Based Human Activity Recognition, Hoelzemann, Alexander and Bock, Marius, and Valladares Bastías, Ericka Andrea and El Ouazzani Touhami, Salma and Nassiri, Kenza and Van Laerhoven, Kristof. In UbiComp/ISWC ’23 Adjunct Proceedings, ACM, 2023.[abstract][pdf][scholar][bibtex]

WEAR: An Outdoor Sports Dataset for Wearable and Egocentric Activity Recognition, Marius Bock and Michael Moeller and Kristof Van Laerhoven and Hilde Kuehne. arXiv, April,2023.[abstract][pdf][scholar][bibtex]

Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-worn Inertial Sensors, Alexander Hoelzemann and Julia Lee Romero and Marius Bock and Kristof Van Laerhoven and Qin Lv. arXiv, 2023.[abstract][pdf][scholar][bibtex]

A Matter of Annotation: An Empirical Study on In Situ and Self-Recall Activity Annotations from Wearable Sensors, Alexander Hoelzemann and Kristof Van Laerhoven. arXiv, 2023.[abstract][pdf][scholar][bibtex]

UbiComp/ISWC '23 Adjunct: Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing, Monica Tentori and Nadir Weibel and Kristof Van Laerhoven and Zhongyi Zhou. Association for Computing Machinery, 2023.[pdf][scholar][bibtex]

Autonomy and Safety: A Quantitative Study with Control Room Operators on Affinity for Technology Interaction and Wish for Pervasive Computing Solutions, Nadine Flegel and Daniel Wessel and Jonas Poehler and Kristof Van Laerhoven and Tilo Mentler. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, 2023.[abstract][pdf][scholar][bibtex]

Beyond the Smartphone, Kristof Van Laerhoven. In Mobile Sensing in Psychology, Methods and Applications, Guilford Publications, 2023.[abstract][pdf][scholar]

EyesOnMe: Investigating Haptic and Visual User Guidance for Near-Eye Positioning of Mobile Phones for Self-Eye-Examinations, Luca Maxim Meinhardt and Kristof Van Laerhoven and David Dobbelstein. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, 2023.[abstract][pdf][scholar][bibtex]

Investigating Cognitive Load in Emergency Control Room Simulations, Poehler, Jonas and Vitt, Antonia and Flegel, Nadine and Mentler, Tilo and Van Laerhoven, Kristof. GI, 2023.[abstract][pdf][scholar][bibtex]

Evaluation of precision, accuracy and threshold for the design of vibrotactile feedback in eye tracking applications, Fischer, A. and Wendt, T. M. and Stiglmeier, L. and Gawron, P. and Van Laerhoven, K.. Journal of Sensors and Sensor Systems, 12(1): 103--109, 2023.[abstract][pdf][scholar][bibtex]

Does Automation Scale? Notes From an HCI PerspectiveTilo Mentler and Nadine Flegel and Jonas Pöhler and Kristof Van Laerhoven. In AutomationXP23: Intervening, Teaming, Delegating - Creating Engaging Automation Experiences, 2023.[abstract][pdf][scholar]

An Embedded and Real-Time Pupil Detection Pipeline, Ankur Raj and Diwas Bhattarai and Kristof Van Laerhoven. arXiv, February,2023.[abstract][pdf][scholar][bibtex]

Evaluation of a Depth Camera as e-Health Sensor for Contactless Respiration Monitoring, Brinkmann, Steffen and Kempfle, Jochen and Van Laerhoven, Kristof and Pöhler, Jonas. In 2023 IEEE International Conference on Pervasive Computing and Communications Workshop: TELMED 2023: Second Workshop on Telemedicine and e-Health evolution in the new era of social distancing, (): 136-141, 2023.[abstract][pdf][scholar][bibtex]

2022:

Investigating (re)current state-of-the-art in human activity recognition datasets, Marius Block and Alexander Hoelzemann and Michael Moeller and Kristof Van Laerhoven. Frontiers in Computer Science, 4, Frontiers Media SA, sep,2022.[abstract][pdf][scholar][bibtex]

OpenIBC: Open-Source Wake-Up Receiver for Capacitive Intra-Body Communication, Wolling, Florian and Hauck, Florian and Schröder, Guenter and Van Laerhoven, Kristof. In 19th International Conference on Embedded Wireless Systems and Networks (EWSN 2022), Association for Computing Machinery (ACM), 2022.[abstract][pdf][scholar][bibtex]

”Man’s (and Sheep’s) Best Friend”: Towards a Shepherding-Based Metaphor for Human-Computer Cooperation in Process Control, Mentler, Tilo and Flegel, Nadine and Poehler, Jonas and Van Laerhoven, Kristof. In Proceedings of the 33rd European Conference on Cognitive Ergonomics, Association for Computing Machinery (ACM), 2022.[abstract][pdf][scholar][bibtex]

A chat with Dr. Jekyll and Mr. Hyde - Intent in chatbot communication, Poehler, Jonas and Flegel, Nadine and Mentler, Tilo and Van Laerhoven, Kristof. In 2022 10th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), (): 1-3, Oct,2022.[abstract][pdf][scholar][bibtex]

Data quality evaluation in wearable monitoring, Sebastian Boettcher and Solveig Vieluf and Elisa Bruno and Boney Joseph and Nino Epitashvili and Andrea Biondi and Nicolas Zabler and Martin Glasstetter and Matthias Duempelmann and Kristof Van Laerhoven and Mona Nasseri and Benjamin H. Brinkman and Mark P. Richardson and Andreas Schulze-Bonhage and Tobias Loddenkemper. Scientific Reports, 12(1), Springer Science and Business Media LLC, dec,2022.[abstract][pdf][scholar][bibtex]

Scalable Human Computer Interaction in Control Rooms as Pervasive Computing Environments, Flegel, Nadine and Van Laerhoven, Kristof and Mentler, Tilo. In Proceedings of the 33rd European Conference on Cognitive Ergonomics, Association for Computing Machinery, 2022.[abstract][pdf][scholar][bibtex]

IBSync: Intra-body synchronization and implicit contextualization of wearable devices using artificial ECG landmarks, Wolling, Florian and Van Laerhoven, Kristof. Frontiers in Computer Science, 4, 2022.[pdf][scholar][bibtex]

WashSpot: Real-Time Spotting and Detection of Enacted Compulsive Hand Washing with Wearable Devices, Burchard, Robin and Scholl, Philipp M, and Lieb, Roselind and Van Laerhoven, Kristof and Wahl, Karina. In UbiComp/ISWC ’22 Adjunct Proceedings, ACM, 2022.[abstract][pdf][scholar][bibtex]

Use Cases and Design of a Virtual Cross-Domain Control Room Simulator, Mentler, Tilo and Flegel, Nadine and Pöhler, Jonas and Van Laerhoven, Kristof. In Mensch und Computer 2022 - Workshopband, Gesellschaft für Informatik e.V., 2022.[abstract][pdf][scholar][bibtex]

Evaluation of Precision, Accuracy and Threshold for the Design of Vibrotactile Feedback in Eye Tracking Applications, Fischer, Anke and Wendt, Thomas and Gawron, Philipp and Stiglmeier, Lukas and Van Laerhoven, Kristof. In Sensors and Measuring Systems; 21th ITG/GMA-Symposium, (): 1-6, 2022.[abstract][pdf][scholar][bibtex]

Activity tracker-based intervention to increase physical activity in patients with type 2 diabetes and healthy individuals: study protocol for a randomized controlled trial, M. Maehs and J. S. Pithan and I. Bergmann and L. Gabrys and J. Graf and A. Hoelzemann and K. Van Laerhoven and S. Otto-Hagemann and M. L. Popescu and L. Schwermann and B. Wenz and I. Pahmeier and A. Teti. Trials, 23(1), Springer Science and Business Media LLC, jul,2022.[abstract][pdf][scholar][bibtex]

"I Want My Control Room To Be...": On the Aesthetics of Interaction in a Safety-Critical Working Environment, Flegel, Nadine and Poehler, Jonas and Van Laerhoven, Kristof and Mentler, Tilo . In Mensch und Computer 2022 (MuC ’22), (): 7, September,2022.[abstract][pdf][scholar][bibtex]

A Public Repository to Improve Replicability and Collaboration in Deep Learning for HAR*, Pellatt, Lloyd and Bock, Marius and Roggen, Daniel and Van Laerhoven, Kristof. In 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), (): 54-57, March,2022.[abstract][pdf][scholar][bibtex]

WetTouch: Touching Ground in the Wearable Detection of Hand-Washing Using Capacitive Sensing, Florian Wolling, Jonas Bilal, Philipp M. Scholl, Benjamin Völker, Kristof Van Laerhoven. In WristSense 2022: Workshop on Sensing Systems and Applications Using Wrist Worn Smart Devices., Institute of Electrical and Electronics Engineers (IEEE), March,2022.[abstract][pdf][scholar][bibtex][honorable mention award]

Intra- and Inter-Subject Perspectives on the Detection of Focal Onset Motor Seizures in Epilepsy Patients, Böttcher, Sebastian and Bruno, Elisa and Epitashvili, Nino and Dümpelmann, Matthias and Zabler, Nicolas and Glasstetter, Martin and Ticcinelli, Valentina and Thorpe, Sarah and Lees, Simon and Van Laerhoven, Kristof and Richardson, Mark P. and Schulze-Bonhage, Andreas. Sensors, 22(9), 2022.[abstract][pdf][scholar][bibtex]

Towards Control Rooms as Human-Centered Pervasive Computing Environments, Nadine Flegel and Jonas Poehler and Kristof Van Laerhoven and Tilo Mentler. In Lecture Notes in Computer Science, volume 13198, Springer International Publishing, 2022.[abstract][pdf][scholar][bibtex]

Validation of an open-source ambulatory assessment system in support of replicable activity studies, Kristof Van Laerhoven and Alexander Hoelzemann and Iris Pahmeier and Andrea Teti and Lars Gabrys. German Journal of Exercise and Sport Research, Springer Science and Business Media LLC, may,2022.[abstract][pdf][scholar][bibtex]

LstSim-Extended: Towards Monitoring Interaction and~Beyond in~Web-Based Control Room Simulations, Jonas Poehler and Nadine Flegel and Tilo Mentler and Kristof Van Laerhoven. In Lecture Notes in Computer Science, volume 13198, Springer International Publishing, 2022.[abstract][pdf][scholar][bibtex]

Open-Source Data Collection for Activity Studies at Scale, Alexander Hoelzemann and Jana Pithan and Kristof Van Laerhoven. In Sensor- and Video-Based Activity and Behavior Computing, Springer Nature Singapore, 2022.[abstract][pdf][scholar][bibtex]

Control Rooms from a Human-Computer Interaction Perspective, Tilo Mentler and Philippe Palanque and Michael D. Harrison and Kristof Van Laerhoven and Paolo Masci. In Lecture Notes in Computer Science, volume 13198, Springer International Publishing, 2022.[abstract][pdf][scholar][bibtex]

2021:

Improving Deep Learning for HAR with Shallow LSTMs, Marius Bock and Alexander Hoelzemann and Michael Moeller and Van Laerhoven, Kristof. In Proceedings of the 2021 International Symposium on Wearable Computers, ISWC 2020, September 21-26, 2021, ACM, 2021.[abstract][pdf][scholar][bibtex][best paper]

Breathing In-Depth: A Parametrization Study on RGB-D Respiration Extraction Methods, Kempfle, Jochen and Van Laerhoven, Kristof. Frontiers in Computer Science, 3: 109, 2021.[abstract][pdf][scholar][bibtex]

Optimal Preprocessing of Raw Signals from Reflective Mode Photoplethysmography in Wearable Devices, Wolling, Florian and Wasala, Sudam Maduranga and Van Laerhoven, Kristof. In 2021 43rd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC), 2021.[abstract][pdf][scholar][bibtex]

On-site Online Condition Monitoring of Medium-Voltage Switchgear Units, Christina Nicolaou and Ahmad Mansour and Kristof Van Laerhoven. In Proceedings of the 11th International Conference on the Internet of Things, ACM, 2021.[abstract][pdf][scholar][bibtex][best paper]

Tutorial on Deep Learning for Human Activity Recognition, Marius Bock and Alexander Hoelzemann and Michael Moeller and Kristof Van Laerhoven. 2021.[abstract][pdf][scholar]

On-site Multi-Class Feature Selection for Online Classification of Switchgear Actuations in the Distribution Grid, Christina Nicolaou and Ahmad Mansour and Kristof Van Laerhoven. In Mikrosystemtechnik Kongress 2021 (MST 2021), November,2021.[abstract][pdf][scholar]

IBSync: Intra-body Synchronization of Wearable Devices Using Artificial ECG Landmarks, Florian Wolling and Cong Dat Huynh and Kristof Van Laerhoven. In Proceedings of the 2021 International Symposium on Wearable Computers, ISWC 2020, September 21-26, 2021, ACM, 2021.[abstract][pdf][scholar][bibtex]

Detecting Tonic-Clonic Seizures in Multimodal Biosignal Data from Wearables: Methodology Design and Validation, Boettcher, Sebastian and Bruno, Elisa and Manyakov, Nikolay V and Epitashvili, Nino and Claes, Kasper and Glasstetter, Martin and Thorpe, Sarah and Lees, Simon and Dümpelmann, Matthias and Van Laerhoven, Kristof and Richardson, Mark P and Schulze-Bonhage, Andreas. JMIR Mhealth Uhealth, 9(11): e27674, Nov,2021.[abstract][pdf][scholar][bibtex]

fastSW: Efficient Piecewise Linear Approximation of Quaternion-Based Orientation Sensor Signals for Motion Capturing with Wearable IMUs, Grützmacher, Florian and Kempfle, Jochen and Van Laerhoven, Kristof and Haubelt, Christian. Sensors, 21(15), 2021.[abstract][pdf][scholar][bibtex]

Wearable devices for seizure detection: Practical experiences and recommendations from the Wearables for Epilepsy And Research (WEAR) International Study Group, Elisa Bruno and Sebastian Böttcher and Pedro F. Viana and Marta Amengual-Gual and Boney Joseph and Nino Epitashvili and Matthias Dümpelmann and Martin Glasstetter and Andrea Biondi and Kristof Van Laerhoven and Tobias Loddenkemper and Mark P. Richardson and Andreas Schulze-Bonhage and Benjamin H. Brinkmann. Epilepsia, Wiley, aug,2021.[abstract][pdf][scholar][bibtex]

Control Rooms in Safety Critical Contexts: Design, Engineering and Evaluation Issues , Tilo Mentler and Philippe Palanque and Susanne Boll and Chris Johnson and Kristof Van Laerhoven. In C. Ardito et al. (Eds.): INTERACT 2021, LNCS 12936, pp. 1–6, Springer Nature Switzerland AG 2021, [abstract][pdf][scholar][bibtex]

Towards Control Rooms as Human-Centered Pervasive Computing Environments Nadine Flegel and Jonas Poehler and Kristof Van Laerhoven and Tilo Mentler. In INTERACT 2021 Workshop on Control Rooms in Safety Critical Contexts: Design, Engineering and Evaluation Issues, 2021.[abstract][pdf][scholar]

LstSim-Extended: Towards Monitoring Interaction and beyond in Web-Based Control Room Simulations Jonas Poehler and Nadine Flegel and Tilo Mentler and Kristof Van Laerhoven. In INTERACT 2021 Workshop on Control Rooms in Safety Critical Contexts: Design, Engineering and Evaluation Issues, 2021.[abstract][pdf][scholar]

25 Years of ISWC, Tom Martin and Thad Starner and Dan Siewiorek and, Kai Kunze and Kristof Van Laerhoven. IEEE Pervasive Computing, 20(3): 72-78, 2021.[abstract][pdf][scholar][bibtex]

ISWC 2020, Thomas Plotz and Jennifer Healey and Kristof Van Laerhoven. IEEE Pervasive Computing, 20(1): 45--49, Institute of Electrical and Electronics Engineers (IEEE), jan,2021.[abstract][pdf][scholar][bibtex]

The Three A’s of Wearable and Ubiquitous Computing: Activity, Affect, and Attention, Van Laerhoven, Kristof. Frontiers in Computer Science, Section Mobile and Ubiquitous Computing, 3: 57, 2021.[abstract][pdf][scholar][bibtex]

Intelligent, sensor-based condition monitoring of transformer stations in the distribution network, Christina Nicolaou and Ahmad Mansour and Philipp Jung and Max Schellenberg and Andre Wurde and Alexander Walukiewicz and Jannis Nikolas Kahlen and Marius Shekow and Kristof Van Laerhoven. In 2021 Smart Systems Integration (SSI), IEEE, Apr,2021.[abstract][pdf][scholar][bibtex]

On-site Online Feature Selection for Classification of Switchgear Actuations, Christina Nicolaou and Ahmad Mansour and Kristof Van Laerhoven. CoRR, abs/2105.13639, 2021.[abstract][pdf][scholar]

Toward Fault Detection in Industrial Welding Processes with Deep Learning and Data Augmentation, Jibinraj Antony and Dr. Florian Schlather and Georgij Safronov and Markus Schmitz and Kristof Van Laerhoven. CoRR, abs/2106.10160, 2021.[abstract][pdf][scholar]

Keynote: Long-term Affect and Activity Assessment on the Wrist, Kristof Van Laerhoven. In WristSense 2021: 7th Workshop on Sensing Systems and Applications using Wrist Worn Smart Devices, Institute of Electrical and Electronics Engineers (IEEE), mar,2021.[abstract][pdf][scholar][bibtex]

PulSync: The Heart Rate Variability as a Unique Fingerprint for the Alignment of Sensor Data Across Multiple Wearable Devices, Florian Wolling and Kristof Van Laerhoven and Pekka Siirtola and Juha Roening . In PerHealth 2021: 5th IEEE PerCom Workshop on Pervasive Health Technologies, Institute of Electrical and Electronics Engineers (IEEE), mar,2021.[abstract][pdf][scholar][bibtex]

Simulation and evaluation of imaging for electrical impedance tomography using artificial intelligence methods, Christian Gibas and Jonas Pöhler and Rainer Brück and Kristof Van Laerhoven. In Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging, 11600: 438 -- 453, SPIE, 2021.[abstract][pdf][scholar][bibtex]

Quaterni-On: Calibration-free Matching of Wearable IMU Data to Joint Estimates of Ambient Cameras, Jochen Kempfle and Kristof Van Laerhoven. In WristSense 2021: 7th Workshop on Sensing Systems and Applications using Wrist Worn Smart Devices, Institute of Electrical and Electronics Engineers (IEEE), mar,2021.[abstract][pdf][scholar][bibtex][best paper]

Data Augmentation Strategies for Human Activity Data Using Generative Adversarial Neural Networks, Alexander Hoelzemann and Nimish Sorathiya and Kristof Van Laerhoven. In CoMoRea 2021: 17th Workshop on Context and Activity Modeling and Recognition, Institute of Electrical and Electronics Engineers (IEEE), mar,2021.[abstract][pdf][scholar][bibtex]

Activity tracker-based intervention to increase physical activity in patients with type 2 diabetes and healthy individuals: study protocol for a randomized controlled trial, Mareike Mähs and Jana Sabrina Pithan and Isabell Bergmann and Lars Gabrys and Jonathan Graf and Alexander Hoelzemann and Kristof Van Laerhoven and Silke Otto-Hagemann and Maria Loredana Popescu and Lisa Schwermann and Benjamin Wenz and Iris Pahmeier and Andrea Teti. Research Square Platform LLC, mar,2022.[abstract][pdf][scholar][bibtex]

2020:

Smartphone-Based Monitoring of Parkinson Disease: Quasi-Experimental Study to Quantify Hand Tremor Severity and Medication Effectiveness, Elina Kuosmanen, Florian Wolling, Julio Vega, Valerii Kan, Yuuki Nishiyama, Simon Harper, Kristof Van Laerhoven, Simo Hosio, and Denzil Ferreira. JMIR Mhealth Uhealth, 8(11): e21543, Nov,2020.[abstract][pdf][scholar][bibtex]

Digging Deeper: Towards a better Understanding of Transfer Learning for Human Activity Recognition, Alexander Hoelzemann and Van Laerhoven, Kristof. In Proceedings of the 2020 International Symposium on Wearable Computers, ISWC 2020, September 12-16, 2020, ACM, 2020.[abstract][pdf][scholar][bibtex]

The Quest for Raw Signals: A Quality Review of Publicly Available Photoplethysmography Datasets, Wolling, Florian and Van Laerhoven, Kristof. In DATA'20: Proceedings of the 3rd Workshop on Data Acquisition To Analysis, DATA 2020, Virtual Event, Japan, November 2020, ACM, 2020.[abstract][pdf][scholar][bibtex]

A Low-Cost Prototyping Framework for Human-Robot Desk Interaction, Odoemelem, Henry and Van Laerhoven, Kristof. In Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers (UbiComp/ISWC ’20 Adjunct), ACM Press, 2020.[abstract][pdf][scholar][bibtex]

ISWC '20: 2020 ACM International Symposium on Wearable Computers, Virtual Event, Mexico, September 12-17, 2020, Kristof Van Laerhoven and Monica Tentori and Nadir Weibel and Jennifer Healey and Thomas Ploetz. ACM, 2020.[pdf][scholar][bibtex]

UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, Virtual Event, Mexico, September 12-17, 2020, Monica Tentori and Nadir Weibel and Kristof Van Laerhoven and Gregory D. Abowd and Flora D. Salim. ACM, 2020.[pdf][scholar][bibtex]

Towards Breathing as a Sensing Modality in Depth-Based Activity Recognition, Jochen Kempfle and Kristof Van Laerhoven. Sensors, 20(14), 2020.[abstract][pdf][scholar][bibtex]

2019:

Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks, Attila Reiss and Philip Schmidt and Ina Indlekofer and Kristof Van Laerhoven. Sensors, 19(14), 2019.[abstract][pdf][scholar][bibtex]

Multi-target Affect Detection in the Wild: An Exploratory Study , Philip Schmidt and Robert Duerichen and Attila Reiss and Thomas Ploetz and Van Laerhoven, Kristof. In Proceedings of the 2019 ACM International Symposium on Wearable Computers, ISWC 2019, London, UK, September 9-13, 2019, ACM, 2019.[abstract][pdf][scholar][bibtex]

Bayesian Estimation of Recurrent Changepoints for Signal Segmentation and Anomaly Detection , Christian Reich and Christina Nicolaou and Ahmad Mansour and Kristof van Laerhoven. In 2019 27th European Signal Processing Conference (EUSIPCO), IEEE, 2019.[abstract][pdf][scholar][bibtex]

Wearable-Based Affect Recognition - A Review, Philip Schmidt and Attila Reiss and Robert Duerichen and Kristof Van Laerhoven. Sensors, 19(19): 4079, sep,2019.[abstract][pdf][scholar][bibtex]

Collecting Labels for Rare Anomalies via Direct Human Feedback - An Industrial Application Study, Reich, Christian and Mansour, Ahmad and Van Laerhoven, Kristof. Informatics, 6(38), 2019.[abstract][pdf][scholar][bibtex]

Human Activity Sensing: Corpus and Applications, Kawaguchi, Nobuo and Nishio, Nobuhiko and Roggen, Daniel and Inoue, Sozo and Pirttikangas, Susanna and Van Laerhoven, Kristof. Springer International Publishing, 2019.[abstract][pdf][scholar][bibtex]

A Multi-media Exchange Format for Time-Series Dataset Curation, Philipp M. Scholl and Benjamin Voelker and Bernd Becker and Kristof Van Laerhoven. In Human Activity Sensing: Corpus and Applications, Springer International Publishing, 2019.[abstract][pdf][scholar][bibtex]

Identifying Sensors via Statistical Analysis of Body-Worn Inertial Sensor Data, Philipp M. Scholl and Kristof Van Laerhoven. In Human Activity Sensing: Corpus and Applications, Springer International Publishing, 2019.[abstract][pdf][scholar][bibtex]

Using an in-ear wearable to annotate activity data across multiple inertial sensors, Alexander Hölzemann and Henry Odoemelem and Kristof Van Laerhoven. In EarComp’19, September 9, 2019, London, United Kingdom, ACM Press, 2019.[abstract][pdf][scholar][bibtex]

Using Multimodal Biosignal Data from Wearables to Detect Focal Motor Seizures in Individual Epilepsy Patients, Sebastian Boettcher and Nikolay V. Manyakov and Nino Epitashvili and Amos Folarin and Mark Richardson and Matthias Duempelmann and Andreas Schulze-Bonhage and Kristof Van Laerhoven. In Proceedings of the 6th International Workshop on Sensor-based Activity Recognition and Interaction, ACM Press, 2019.[abstract][pdf][scholar][bibtex]

AfricaSign -- A Crowd-sourcing Platform for the Documentation of STEM Vocabulary in African Sign Languages, Soudi, Abdelhadi and Van Laerhoven, Kristof and Bou-Souf, Elmostafa. In The 21st International ACM SIGACCESS Conference on Computers and Accessibility, ACM, 2019.[abstract][pdf][scholar][bibtex]

Using the eSense Wearable Earbud as a Light-Weight Robot Arm Controller, Henry Odoemelem and Alexander Hölzemann and Kristof Van Laerhoven. In EarComp’19, September 9, 2019, London, United Kingdom, ACM Press, 2019.[abstract][pdf][scholar][bibtex]

3rd EAI International Conference on IoT in Urban Space, Rui José and Kristof Van Laerhoven and Helena Rodrigues. Springer International Publishing, 2020.[abstract][pdf][scholar][bibtex]

Bit-Shift-Based Accelerator for CNNs with Selectable Accuracy and Throughput, Sebastian Vogel and Rajatha B. Raghunath and Andre Guntoro and Kristof Van Laerhoven and Gerd Ascheid. In 2019 22nd Euromicro Conference on Digital System Design (DSD), IEEE, aug,2019.[abstract][pdf][scholar][bibtex]

Unity in Diversity: Sampling Strategies in Wearable Photoplethysmography, Florian Wolling and Simon Heimes and Van Laerhoven, Kristof. IEEE Pervasive Computing, 18(3): 63 -- 69, 11/2019,2019.[abstract][pdf][scholar][bibtex]

Mobiles Anfallsmonitoring bei Epilepsiepatienten, Schulze-Bonhage, A. and Boettcher, S. and Glasstetter, M. and Epitashvili, N. and Bruno, E. and Richardson, M. and v. Laerhoven, K. and Duempelmann, M.. Der Nervenarzt, Oct,2019.[abstract][pdf][scholar][bibtex]

The Role of Self-Control and the Presence of Enactment Models on Sugar-Sweetened Beverage Consumption: A Pilot Study, Wenzel, Mario and Geelen, Anouk and Wolters, Maike and Hebestreit, Antje and Van Laerhoven, Kristof and Lakerveld, Jeroen and Andersen, Lene Frost and van't Veer, Pieter and Kubiak, Thomas. Frontiers in Psychology, 10: 1511, 2019.[abstract][pdf][scholar][bibtex]

Detection of Machine Tool Anomalies from Bayesian Changepoint Recurrence Estimation, C. Reich and C. Nicolaou and A. Mansour and K. Van Laerhoven. In 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), 1(): 1297-1302, 2019.[abstract][pdf][scholar][bibtex]

2018:

Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection, Philip Schmidt and Attila Reiss and Robert Duerichen and Claus Marberger and Kristof Van Laerhoven. In 20th ACM International Conference on Multimodal Interaction (ICMI ’18), ACM Press, 2018.[abstract][pdf][scholar][bibtex]

Fewer Samples for a Longer Life Span:Towards Long-Term Wearable PPG Analysis, Florian Wolling and Kristof Van Laerhoven. In Proceedings of the 5th International Workshop on Sensor-based Activity Recognition and Interaction, ACM Press, 2018.[abstract][pdf][scholar][bibtex]

Wearable affect and stress recognition: A review, Philip Schmidt and Attila Reiss and Robert Duerichen and Kristof Van Laerhoven. In arXiv:1811.08854, , 2018.[abstract][pdf][scholar][bibtex]

Using Wrist-Worn Activity Recognition for Basketball Game Analysis, Alexander Hoelzemann and Kristof Van Laerhoven. In Proceedings of the 5th International Workshop on Sensor-based Activity Recognition and Interaction, ACM Press, 2018.[abstract][pdf][scholar][bibtex]

Respiration Rate Estimation with Depth Cameras: An Evaluation of Parameters, Jochen Kempfle and Kristof Van Laerhoven. In Proceedings of the 5th International Workshop on Sensor-based Activity Recognition and Interaction, ACM Press, 2018.[abstract][pdf][scholar][bibtex]

Labelling Affective States ”in the wild”: Practical Guidelines and Lessons Learned, Philip Schmidt and Attila Reiss and Robert Duerichen and Kristof Van Laerhoven. In UbiComp/ISWC ’18 Adjunct, ACM Press, 2018.[abstract][pdf][scholar][bibtex]

PPG-based Heart Rate Estimation with Time-Frequency Spectra: A Deep Learning Approach, Attila Reiss and Ina Indlekofer and Philip Schmidt and Kristof Van Laerhoven. In UbiComp/ISWC ’18 Adjunct, ACM Press, 2018.[abstract][pdf][scholar][bibtex]

Real-Time and Embedded Detection of Hand Gestures with an IMU-Based Glove, Mummadi, Chaithanya Kumar and Leo, Frederic Philips Peter and Verma, Keshav Deep and Kasireddy, Shivaji and Scholl, Philipp M. and Kempfle, Jochen and Laerhoven, Kristof Van. Informatics, 5(2), 2018.[abstract][pdf][scholar][bibtex]

Detecting Transitions in Manual Tasks from Wearables: An Unsupervised Labeling Approach, Boettcher, Sebastian and Scholl, Philipp M and Van Laerhoven, Kristof. Informatics, 5(16), 2018.[abstract][pdf][scholar][bibtex]

Evaluation of an Impact Spring-Coil-Magnet System with 3D-Printed Setup, P. Mehne and P. Scholl and A. Rudmann and M. Kroener and K. Van Laerhoven and P. Woias. Journal of Physics: Conference Series, 1052: 012091, IOP Publishing, jul,2018.[pdf][scholar][bibtex]

Passive Link Quality Estimation for Accurate and Stable Parent Selection in Dense 6TiSCH Networks, Hermeto, Rodrigo Teles and Gallais, Antoine and Laerhoven, Kristof Van and Tholeyre, Fabrice. In Proceedings of the 2018 International Conference on Embedded Wireless Systems and Networks (EWSN 2018), ACM Press, 2018.[abstract][pdf][scholar]

PresentPostures: A Wrist and Body Capture Approach for Augmenting Presentations, Kempfle, Jochen and Van Laerhoven, Kristof. In Pervasive Computing and Communications Workshops (PerCom Workshops), 2017 IEEE International Conference on, IEEE, 2018.[abstract][pdf][scholar][bibtex]

Embedding Intelligent Features for Vibration-Based Machine Condition Monitoring, Christian Reich and Ahmad Mansour and Kristof van Laerhoven. In 2018 26th European Signal Processing Conference (EUSIPCO), IEEE, 2018.[abstract][pdf][scholar][bibtex]

2017:

Combining Capacitive Coupling with Conductive Clothes:Towards Resource-Efficient Wearable Communication , Wolling, Florian and Scholl, Philipp M. and Reindl, Leonhard M. and Van Laerhoven, Kristof. In Proceedings of the 2017 ACM International Symposium on Wearable Computers, ISWC 2017, Maui, Hawaii, September 11-15, 2017, ACM, 2017.[abstract][pdf][scholar][bibtex]

On the Statistical Properties of Body-Worn Inertial Motion Sensor Data for Identifying Sensor Modality , Scholl, Philipp M. and Van Laerhoven, Kristof. In Proceedings of the 2017 ACM International Symposium on Wearable Computers, ISWC 2017, Maui, Hawaii, September 11-15, 2017, ACM, 2017.[abstract][pdf][scholar][bibtex]

Human Posture Capture and Editing from Heterogeneous Modalities, Kempfle, Jochen and Van Laerhoven, Kristof. In Proceedings of the 16th International Conference on Mobile and Ubiquitous Multimedia, ACM, 2017.[abstract][pdf][scholar][bibtex]

Lessons Learned From Designing an Instrumented Lighter for Assessing Smoking Status , Scholl, Philipp M. and Van Laerhoven, Kristof. In Ubicomp 2017 Adjunct Proceedings, ACM, 2017.[abstract][pdf][scholar][bibtex]

5th Int. workshop on human activity sensing corpus and applications (HASCA): towards open-ended context awareness, Nobuo Kawaguchi and Nobuhiko Nishio and Daniel Roggen and Sozo Inoue and Susanna Pirttikangas and Kristof Van Laerhoven. In Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2017, Maui, HI, USA, September 11-15, 2017, 2017.[abstract][pdf][scholar][bibtex]

Experiences from a Wearable-Mobile Acquisition System for Ambulatory Assessment of Diet and Activity , Van Laerhoven, Kristof and Wenzel, Mario and Geelen, Anouk and Huebel, Christopher and Wolters, Maike and Hebestreit, Antje and Andersen, Lene Frost and van't Veer, Pieter and Kubiak, Thomas. In Proceedings of the 4th International Workshop on Sensor-based Activity Recognition and Interaction, ACM, 2017.[abstract][pdf][scholar][bibtex]

Real-time Embedded Recognition of Sign Language Alphabet Fingerspelling in an IMU-Based Glove , Kumar Mummadi, Chaithanya and Philips Peter Leo, Frederic and Deep Verma, Keshav, and Kasireddy, Shivaji and Scholl, Philipp Marcel and Van Laerhoven, Kristof. In Proceedings of the 4th International Workshop on Sensor-based Activity Recognition and Interaction, ACM, 2017.[abstract][pdf][scholar][bibtex]

Detecting Process Transitions from Wearable Sensors: An Unsupervised Labeling Approach, Böttcher, Sebastian and Scholl, Philipp Marcel and Van Laerhoven, Kristof. In Proceedings of the 4th International Workshop on Sensor-based Activity Recognition and Interaction, ACM, 2017.[abstract][pdf][scholar][bibtex][best paper runner up]

What Will We Wear After Smartphones? , Amft, Oliver and Van Laerhoven, Kristof. IEEE Pervasive Computing, 16(4): 80 -- 85, 10/2017,2017.[abstract][pdf][scholar][bibtex]

2016:

Predicting Grasps with a Wearable Inertial and EMG Sensing Unit for Low-Power Detection of In-Hand Objects, Theiss, Marian and Scholl, Philipp M. and Van Laerhoven, Kristof. In Proceedings of the 7th Augmented Human International Conference 2016, ACM, 2016.[abstract][pdf][scholar][bibtex]

An Ad-Hoc Capture System for Augmenting Non-Digital Water Meters, Schwabe, Nils and Scholl, Philipp M. and Van Laerhoven, Kristof. In Proceedings of the 6th International Conference on the Internet of Things, ACM, 2016.[abstract][pdf][scholar][bibtex]

Remind: Towards a Personal Remembrance Search Engine for Motion Augmented Multi-media Recordings, Scholl, Philipp M. and van Laerhoven, Kristof. In Proceedings of the 15th International Conference on Mobile and Ubiquitous Multimedia, ACM, 2016.[abstract][pdf][scholar][bibtex]

Mobile Interactions Augmented by Wearable Computing: A Design Space and Vision, Schneegass, Stefan and Thomas Olsson and Sven Mayer and Kristof van Laerhoven. IJMHCI, 8(4): 104--114, August,2016.[abstract][pdf][scholar][bibtex]

Reflect Yourself!, Dietrich, Manuel and van Laerhoven, Kristof. In Lifelogging: Digital self-tracking and Lifelogging - between disruptive technology and cultural transformation, Springer Nature, 2016.[abstract][pdf][scholar][bibtex]

4th Workshop on Human Activity Sensing Corpus and Applications: Towards Open-ended Context Awareness, Kawaguchi, Nobuo and Nishio, Nobuhiko and Roggen, Daniel and Inoue, Sozo and Pirttikangas, Susanna and van Laerhoven, Kristof. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct, ACM, 2016.[pdf][scholar][bibtex]

A Multi-Media Exchange Format for Time-Series Dataset Curation, Scholl, Philipp M. and Van Laerhoven, Kristof. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication, ACM, 2016.[abstract][pdf][scholar][bibtex]

Interrupts Become Features: Using On-Sensor Intelligence for Recognition Tasks, Van Laerhoven, Kristof and Scholl, Philipp M.. In Embedded Engineering Education, Springer International Publishing, 2016.[abstract][pdf][scholar][bibtex]

2015:

Wearables in the Wet Lab: A Laboratory System for Capturing and Guiding Experiments, Scholl, Philipp M. and Wille, Matthias and Van Laerhoven, Kristof. In The 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), ACM Press, 09/2015,2015.[abstract][pdf][scholar][bibtex]

Proceedings of the 2015 ACM International Symposium on Wearable Computers, ISWC 2015, Osaka, Japan, September 7-11, 2015, Kenji Mase and Marc Langheinrich and Daniel Gatica-Perez and Kristof Van Laerhoven and Tsutomu Terada. ACM, 2015.[abstract][pdf][scholar]

Optimized multi-attribute co-design for maximizing efficiency in Wireless Sensor Networks, Vinay Sachidananda and David Noack and Abdelmajid Khelil and Kristof Van Laerhoven and Philipp M. Scholl. In Tenth IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2015, Singapore, April 7-9, 2015, IEEE, 2015.[abstract][pdf][scholar][bibtex]

Assessing Activity Recognition Feedback in Long-term Psychology Trials, Manuel Dietrich and Eugen Berlin and Kristof Van Laerhoven. In 14th International Conference on Mobile and Ubiquitous Multimedia, ACM Press, 12/2015,2015.[abstract][pdf][scholar][bibtex][honorable mention award]

RFID-based Compound Identification in Wet Laboratories with Google Glass, Scholl, Philipp M. and Schultes, Tobias and Van Laerhoven, Kristof. In Proceedings of the 2Nd International Workshop on Sensor-based Activity Recognition and Interaction, ACM, 2015.[abstract][pdf][scholar][bibtex]

From Mobile to Wearable: Using Wearable Devices to Enrich Mobile Interaction, Schneegass, Stefan and Mayer, Sven and Olsson, Thomas and Van Laerhoven, Kristof. In Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, ACM, 2015.[abstract][pdf][scholar][bibtex]

@migo: A Comprehensive Middleware Solution for Participatory Sensing Applications, Rafael Bachiller and Nelson Matthys and Javier Del Cid and Wouter Joosen and Danny Hughes and Kristof Van Laerhoven. In The 14th IEEE International Symposium on Network Computing and Applications, 2015.[abstract][pdf][scholar][bibtex]

An Interdisciplinary Approach on the Mediating Character of Technologies for Recognizing Human Activity, Dietrich, Manuel and Van Laerhoven, Kristof. Philosophies, 1(1): 55, 2015.[abstract][pdf][scholar][bibtex]

A Typology of Wearable Activity Recognition and Interaction, Dietrich, Manuel and van Laerhoven, Kristof. In Proceedings of the 2Nd International Workshop on Sensor-based Activity Recognition and Interaction, ACM, 2015.[abstract][pdf][scholar][bibtex]

Wear is Your Mobile? Investigating Phone Carrying and Use Habits with a Wearable Device, Van Laerhoven, Kristof and Borazio, Marko and Burdinski, Jan Hendrik. Frontiers in ICT, 2(10), 2015.[abstract][pdf][scholar][bibtex]

DUKE: A Solution for Discovering Neighborhood Patterns in Ego Networks, Agha Muhammad and Van Laerhoven, Kristof. In The 9th International AAAI Conference on Web and Social Media (ICWSM), AAAI, 05/2015,2015.[abstract][pdf][scholar][oral, 19\% acceptance rate]

Low-power Lessons from Designing a Wearable Logger for Long-term Deployments, Berlin, Eugen and Martin Zittel and Michael Br\"aunlein and Van Laerhoven, Kristof. In 2015 IEEE Sensors Applications Symposium (SAS 2015), IEEE Press, 2015.[abstract][pdf][scholar][bibtex]

MyHealthAssistant: An Event-driven Middleware for Multiple Medical Applications on a Smartphone-Mediated Body Sensor Network, Christian Seeger and Van Laerhoven, Kristof and Buchmann, Alejandro. IEEE J. Biomedical and Health Informatics, 19(2): 752--760, 2015.[abstract][pdf][scholar][bibtex]

2014:

Towards Benchmarked Sleep Detection with Inertial Wrist-worn Sensing Units, Borazio, Marko and Berlin, Eugen and Kücükyildiz, Nagihan and Scholl, Philipp M. and Van Laerhoven, Kristof. In ICHI 2014, IEEE Press, 09/2014,2014.[abstract][pdf][scholar][bibtex]

How does Wearable Activity Recognition Influence Users' Actions? A Computer Science and Philosophy Interdisciplinary InvestigationDietrich, Manuel and Van Laerhoven, Kristof. In IACAP 2014, Springer, 08/2014,2014.[pdf][scholar]

Comparing Google Glass with Tablet-PC as Guidance System for Assembling Tasks, Matthias Wille and Sascha Wischniewski and Philipp M. Scholl and Van Laerhoven, Kristof. In Glass & Eyewear Computers (GEC), IEEE Press, 06/2014,2014.[abstract][pdf][scholar][bibtex]

Diary-Like Long-Term Activity Recognition: Touch or Voice Interaction?, Philipp M. Scholl, and Borazio, Marko and Martin J\"ansch and Van Laerhoven, Kristof. In Glass & Eyewear Computers (GEC), IEEE Press, 06/2014,2014.[abstract][pdf][scholar][bibtex]

Workshop on Smart Garments: Sensing, Actuation, Interaction, and Applications in Garments, Schneegass, Stefan and Cheng, Jingyuan and Van Laerhoven, Kristof and Amft, Oliver. In Proceedings of the 2014 ACM International Symposium on Wearable Computers: Adjunct Program, Association for Computing Machinery, 2014.[abstract][pdf][scholar][bibtex]

Wearable Digitization of Life Science Experiments, Scholl, Philipp M. and Van Laerhoven, Kristof. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication, ACM, 2014.[abstract][pdf][scholar][bibtex]

Integrating Wireless Sensor Nodes in the Robot Operating System, Scholl, Philipp M. and Brachmann, Martina and Santini, Silvia and Van Laerhoven, Kristof. In Cooperative Robots and Sensor Networks 2014, Springer Berlin Heidelberg, 2014.[abstract][pdf][scholar][bibtex]

ISWC 2013-Wearables Are Here to Stay., Daniel Roggen and Daniel Gatica-Perez and Masaaki Fukumoto and Van Laerhoven, Kristof. IEEE Pervasive Computing, 13(1): 14-18, 02/2014,2014.[abstract][pdf][scholar][bibtex]

2013:

A Site Properties Assessment Framework for Wireless Sensor Networks, Gurov, Iliya and Guerrero, Pablo and Brachmann, Martina and Silvia Santini and Van Laerhoven, Kristof and Buchmann, Alejandro. In The 11th ACM Conference on Embedded Networked Sensor Systems (SenSys 2013), ACM Press, 12/2013,2013.[abstract][pdf][scholar][bibtex]

Using Time Use with Mobile Sensor Data: A Road to Practical Mobile Activity Recognition?, Borazio, Marko and Van Laerhoven, Kristof. In 12th International Conference on Mobile and Ubiquitous Multimedia, ACM Press, 12/2013,2013.[abstract][pdf][scholar][bibtex]

A Publish/Subscribe Middleware for Body and Ambient Sensor Networks that Mediates between Sensors and Applications, Christian Seeger and Van Laerhoven, Kristof and Sauer, Jens and Buchmann, Alejandro. In IEEE International Conference on Healthcare Informatics (ICHI 2013), IEEE Press, 09/2013,2013.[abstract][pdf][scholar][bibtex][best paper award]

When Do You Light a Fire? Capturing Tobacco Use with Situated, Wearable Sensors, Philipp M. Scholl and Nagihan Kücükyildiz and Van Laerhoven, Kristof. In First Workshop on Human Factors and Activity Recognition in Healthcare, Wellness and Assisted Living (Recognize2Interact), ACM Press, 09/2013,2013.[abstract][pdf][scholar][bibtex]

Bridging the Last Gap: LedTX - Optical Data Transmission of Sensor Data for Web-Services, Philipp M. Scholl and Nagihan Kücükyildiz and Van Laerhoven, Kristof. ACM Press, 09/2013,2013.[abstract][pdf][scholar][bibtex]

Connecting Wireless Sensor Networks to the Robot Operating System, Philipp M. Scholl and Brahim El Mahjoub and Silvia Santini and Van Laerhoven, Kristof. In The 8th International Symposium on Intelligent Systems Techniques for Ad hoc and Wireless Sensor Networks, Elsevier, 06/2013,2013.[pdf][scholar][bibtex]

Localization in Wireless Networks via Laser Scanning and Bayesian Compressed Sensing, Sofia Nikitaki and Philipp M. Scholl and Van Laerhoven, Kristof and Panagiotis Tsakalides. In IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2013), IEEE Press, 06/2013,2013.[abstract][pdf][scholar][bibtex]

Quantitative Analysis of Community Detection Methods for Longitudinal Mobile Data, Agha Muhammad and Van Laerhoven, Kristof. In International Conference on Social Intelligence and Technology (SOCIETY) 2013, IEEE Press, 05/2013,2013.[abstract][pdf][scholar][bibtex]

Allowing Early Inspection of Activity Data from a Highly Distributed Bodynet with a Hierarchical-Clustering-of-Segments Approach, Kreil, Matthias and Van Laerhoven, Kristof and Lukowicz, Paul. In 10th Annual Body Sensor Networks Conference 2013, IEEE Press, 05/2013,2013.[abstract][pdf][scholar][bibtex]

Sensor Networks for Railway Monitoring: Detecting Trains from their Distributed Vibration Footprints, Berlin, Eugen and Van Laerhoven, Kristof. In 9th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS 2013), IEEE Press, 05/2013,2013.[abstract][pdf][scholar][bibtex]

Discovering Common Structures in Mobile Call Data: An Efficient Way to Clustering Ego GraphsAgha Muhammad and Van Laerhoven, Kristof. In Third conference on the Analysis of Mobile Phone Datasets (NetMob2013), Special session on the D4D challenge, 05/2013,2013.[abstract][pdf][scholar]

Quantitative Analysis of Community Detection Methods for Longitudinal Mobile Data, Agha Muhammad and Van Laerhoven, Kristof. In Third conference on the Analysis of Mobile Phone Datasets (NetMob2013), 05/2013,2013.[abstract][pdf][scholar][bibtex]

Improving Activity Recognition without Sensor Data: A Comparison Study of Time Use Surveys, Borazio, Marko and Van Laerhoven, Kristof. In 4th International Augmented Human Conference , ACM Press, 03/2013,2013.[abstract][pdf][scholar][bibtex]

Already Up? Using Mobile Phones to Track & Share Sleep Behavior, Shirazi, Alireza Sahami and James Clawson and Yashar Hassanpour and Mohammad J. Tourian and Ed Chi and Borazio, Marko and Schmidt, Albrecht and Van Laerhoven, Kristof. International Journal of Human-Computer Studies, Elsevier, 2013.[abstract][pdf][scholar][bibtex]

2012:

Diagnosing the Weakest Link in WSN Testbeds: A Reliability and Cost Analysis of the USB Backchannel, Guerrero, Pablo and Gurov, Iliya and Buchmann, Alejandro and Van Laerhoven, Kristof. In 7th IEEE International Workshop on Practical Issues in Building Sensor Network Applications (SenseApp 2012), IEEE Press, 10/2012,2012.[abstract][pdf][scholar][bibtex][oral, 20\% acceptance rate]

Are You in Bed with Technology?, Schmidt, Albrecht and Shirazi, Alireza Sahami and Van Laerhoven, Kristof. IEEE Pervasive Computing, 11(4): 4-7, chap. 4, 4-7, 10/2012,2012.[abstract][pdf][scholar][bibtex]

Detecting Leisure Activities with Dense Motif Discovery, Berlin, Eugen and Van Laerhoven, Kristof. In 14th ACM International Conference on Ubiquitous Computing (UbiComp 2012), ACM Press, 09/2012,2012.[abstract][pdf][scholar][bibtex][oral, 19.3\% acceptance rate]

Trainspotting: Combining Fast Features to Enable Detection on Resource-constrained Sensing Devices, Berlin, Eugen and Van Laerhoven, Kristof. In The Ninth International Conference on Networked Sensing Systems (INSS 2012), IEEE Press, 06/2012,2012.[abstract][pdf][scholar][bibtex]

jNode: a Sensor Network Platform that Supports Distributed Inertial Kinematic Monitoring, Philipp M. Scholl and Matthias Berning and Van Laerhoven, Kristof and Markus Scholz and Dawud Gordon. In The Ninth International Conference on Networked Sensing Systems (INSS 2012), IEEE Press, 06/2012,2012.[abstract][pdf][scholar][bibtex]

Fast Indoor Radio-Map Building for RSSI-based Localization Systems, Philipp M. Scholl and Stefan Kohlbrecher and Vinay Sachidananda and Van Laerhoven, Kristof. In The Ninth International Conference on Networked Sensing Systems (INSS 2012), IEEE, 06/2012,2012.[abstract][pdf][scholar][bibtex]

Discovery of User Groups within Mobile DataAgha Muhammad and Van Laerhoven, Kristof. In Nokia Mobile Data Challenge (MDC 2012), 06/2012,2012.[pdf][scholar]

TUDuNet, a Metropolitan-Scale Federation of Wireless Sensor Network TestbedsGuerrero, Pablo and Buchmann, Alejandro and Khelil, Abdelmajid and Van Laerhoven, Kristof. In 9th European Conference on Wireless Sensor Networks (EWSN 2012), 02/2012,2012.[abstract][pdf][scholar]

Combining Wearable and Environmental Sensing into an Unobtrusive Tool for Long-Term Sleep Studies, Borazio, Marko and Van Laerhoven, Kristof. In 2nd ACM SIGHIT International Health Informatics Symposium (IHI 2012), ACM Press, 01/2012,2012.[abstract][pdf][scholar][bibtex][oral, 18\% acceptance rate]

An Event-based BSN Middleware that supports Seamless Switching between Sensor Configurations, Christian Seeger and Buchmann, Alejandro and Van Laerhoven, Kristof. In 2nd ACM SIGHIT International Health Informatics Symposium (IHI 2012), ACM Press, 2012.[abstract][pdf][scholar][bibtex][oral, 18\% acceptance rate]

A Feasibility Study of Wrist-Worn Accelerometer Based Detection of Smoking Habits, Philipp M. Scholl and Van Laerhoven, Kristof. In esIoT 2012, IEEE Press, 2012.[abstract][pdf][scholar][bibtex]

Constructing Ambient Intelligence, Wichert, Reiner and Van Laerhoven, Kristof and Gelissen, Jean. 277: 235, Springer Verlag, 2012.[abstract][pdf][scholar][bibtex]

A Metropolitan-Scale Testbed for Heterogeneous Wireless Sensor Networks to Support CO2 Reduction, Guerrero, Pablo and Mühlh\"auser, Max and Strufe, Thorsten and Schneckenburger, Stefan and Hegger, Manfred and Kretzschmar, Birgitt and Buchmann, Alejandro and Van Laerhoven, Kristof and Schweizer, Immanuel. In The Second International Conference on Green Communications and Networking, 2012.[abstract][pdf][scholar][bibtex]

2011:

Wireless Sensor Networks in the Wild: Three Practical Issues after a Middleware Deployment, Christian Seeger and Buchmann, Alejandro and Van Laerhoven, Kristof. In the Sixth International Workshop on Middleware Tools, Services and Run-time Support for Networked Embedded Systems (MidSens 2011), ACM Press, 12/2011,2011.[abstract][pdf][scholar][bibtex]

myHealthAssistant: A Phone-based Body Sensor Network that Captures the Wearer\textquoterights Exercises throughout the DayChristian Seeger and Buchmann, Alejandro and Van Laerhoven, Kristof. In The 6th International Conference on Body Area Networks, ACM Press, 11/2011,2011.[abstract][pdf][scholar][Best Paper Award]

A Feature Set Evaluation for Activity Recognition with Body-Worn Inertial Sensors, Agha Muhammad and Niklas Klein and Van Laerhoven, Kristof and Klaus David. In Constructing Ambient Intelligence , 277: 101-109, chap. 3, 101-109, Springer Verlag, 11/2011,2011.[abstract][pdf][scholar][bibtex]

Predicting Sleeping Behaviors in Long-Term Studies with Wrist-Worn Sensor Data, Borazio, Marko and Van Laerhoven, Kristof. In International Joint Conference on Ambient Intelligence (AmI-11), LNCS 7040: 151\textendash156, Springer Verlag, 11/2011,2011.[abstract][pdf][scholar][bibtex]

Poster Abstract: Adaptive Gym Exercise Counting for myHealthAssistant, Christian Seeger and Buchmann, Alejandro and Van Laerhoven, Kristof. In Body Area Networks (BodyNets), ACM Press, 11/2011,2011.[pdf][scholar][bibtex]

ISWC 2010: The Latest in Wearable Computing Research, Van Laerhoven, Kristof. IEEE Pervasive Computing, 10(1), chap. 8, IEEE Press, 01/2011,2011.[abstract][pdf][scholar][bibtex]

2010:

How to Log Sleeping Trends? A Case Study on the Long-Term Capturing of User Data, Holger Becker and Borazio, Marko and Van Laerhoven, Kristof. Proceedings of EuroSSC 2010, LNCS 6446: 15-27, Springer Verlag, 2010,2010.[abstract][pdf][scholar][bibtex]

Characterizing Sleeping Trends from Postures, Borazio, Marko and Blanke, Ulf and Van Laerhoven, Kristof. In Proceedings of the 14th IEEE International Symposium on Wearable Computers (ISWC 2010), IEEE Press, 10/2010,2010.[abstract][pdf][scholar][bibtex][21\% acceptance rate]

Towards Declarative Query Scoping in Sensor Networks, Jacobi, Daniel and Pablo Ezequiel Guerrero and Khalid Nawaz and Christian Seeger and Herzog, Arthur and Van Laerhoven, Kristof and Ilia Petrov. In From Active Data Management to Event-Based Systems and More, 6462: 281-292, Springer Verlag, 11/2010,2010.[pdf][scholar][bibtex]

An On-Line Piecewise Linear Approximation Technique for Wireless Sensor Networks, Berlin, Eugen and Van Laerhoven, Kristof. In 5th IEEE International Workshop on Practical Issues in Building Sensor Network Applications (SenseApp 2010), IEEE Computer Society, 10/2010,2010.[abstract][pdf][scholar][bibtex]

Standing on the Shoulders of Other Researchers - A Position StatementBlanke, Ulf and Larlus, Diane and Van Laerhoven, Kristof and Schiele, Bernt. In Proc. of the Workshop "How to do good activity recognition research? Experimental methodologies, evaluation metrics, and reproducibility issues" (Pervasive 2010), 05/2010,2010.[abstract][pdf][scholar]

A Method for Context Recognition Using Peak Values of Sensors, Kazuya Murao and Van Laerhoven, Kristof and Tsutomu Terada and Shojiro Nishio. Transactions of Information Processing Society of Japan, 51(3): 1068-1077, Information Processing Society of Japan (IPSJ), 03/2010,2010.[pdf][scholar]

Coming to Grips with the Objects We Grasp: Detecting Interactions with Efficient Wrist-Worn Sensors, Berlin, Eugen and Liu, Jun and Van Laerhoven, Kristof and Schiele, Bernt. In International Conference on Tangible and Embedded Interaction (TEI 2010), ACM Press, 01/2010,2010.[pdf][scholar][bibtex]

1999-2009:

Demo Abstract: Whac-A-Bee -- A Sensor Network Game, Berlin, Eugen and Guerrero, Pablo and Herzog, Arthur and Jacobi, Daniel and Van Laerhoven, Kristof and Schiele, Bernt and Buchmann, Alejandro. In Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems (SenSys 2009), ACM Press, 11/2009,2009.[abstract][pdf][scholar][bibtex]

When Else Did This Happen? Efficient Subsequence Representation and Matching for Wearable Activity Data, Van Laerhoven, Kristof and Berlin, Eugen. In Proceedings of the 13th International Symposium on Wearable Computers (ISWC 2009), IEEE Press, 2009.[pdf][scholar][bibtex]

Enabling Efficient Time Series Analysis for Wearable Activity Data, Van Laerhoven, Kristof and Berlin, Eugen and Schiele, Bernt. In Proceedings of the 8th International Conference on Machine Learning and Applications (ICMLA 2009), IEEE Press, 2009.[pdf][scholar][bibtex]

Exploring Semi-Supervised and Active Learning for Activity Recognition, Stikic, Maja and Van Laerhoven, Kristof and Schiele, Bernt. In Proceedings of the 12th International Symposium on Wearable Computers (ISWC 2008), IEEE Press, September,2008.[pdf][scholar][bibtex]

ADL Recognition Based on the Combination of RFID and Accelerometer Sensing, Stikic, Maja and Huynh, T\^am and Van Laerhoven, Kristof and Schiele, Bernt. In Proceedings of the 2nd International Conference on Pervasive Computing Technologies for Healthcare (Pervasive Health 2008), IEEE Xplore, January,2008.[pdf][scholar][bibtex]

Sustained Logging and Discrimination of Sleep Postures with Low-Level, Wrist-Worn Sensors, Van Laerhoven, Kristof and Borazio, Marko and Kilian, David and Schiele, Bernt. In Proceedings of the 12th International Symposium on Wearable Computers (ISWC 2008), IEEE Press, 2008.[abstract][pdf][scholar][bibtex]

Using Rhythm Awareness in Long-Term Activity Recognition, Van Laerhoven, Kristof and Kilian, David and Schiele, Bernt. In Proceedings of the 12th International Symposium on Wearable Computers (ISWC 2008), IEEE Press, 2008.[abstract][pdf][scholar][bibtex]

Gath-Geva Specification and Genetic Generalization of Takagi-Sugeno-Kang Fuzzy Models, Berchtold, Martin and Riedel, Till and Decker, Christian and Van Laerhoven, Kristof. In Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008), IEEE Press, 2008.[pdf][scholar][bibtex]

Recording Housekeeping Activities with Situated Tags and Wrist-Worn Sensors: Experiment Setup and Issues EncounteredStikic, Maja and Van Laerhoven, Kristof. In Proceedings of the 1st International Workshop on Wireless Sensor Networks for Health Care (WSNHC 2007), June,2007.[abstract][pdf][scholar]

BadIdeas for Usability and Design of Medicine and Healthcare Sensors, Silva, Paula Alexandra and Van Laerhoven, Kristof. In Proceedings of the 3rd Human-computer interaction and usability engineering of the Austrian computer society conference on HCI and usability for medicine and health care (USAB\textquoteright07), 4799: 105\textendash112, Springer, 11/2007,2007.[abstract][pdf][scholar][bibtex]

Toward Recognition of Short and Non-repetitive Activities from Wearable Sensors, Zinnen, Andreas and Van Laerhoven, Kristof and Schiele, Bernt. In European Conference on Ambient Intelligence (AmI 2007), 4794: 142-158, Springer, 11/2007,2007.[abstract][pdf][scholar][bibtex]

Memorizing What You Did Last Week: Towards Detailed Actigraphy With A Wearable Sensor, Van Laerhoven, Kristof and Aronsen, Andre. In 27th International Conference on Distributed Computing Systems Workshops (ICDCSW 2007), IEEE Computer Society, 2007.[abstract][pdf][scholar][bibtex]

Fair Dice: A Tilt and Motion-Aware Cube with a Conscience., Van Laerhoven, Kristof and Hans-Werner Gellersen. In 26th International Conference on Distributed Computing Systems Workshops (ICDCSW 2006), IEEE Computer Society, 07/2006,2006.[abstract][pdf][scholar][bibtex]

Long-Term Activity Monitoring with a Wearable Sensor Node, Van Laerhoven, Kristof and Hans-Werner Gellersen and Malliaris, Yanni G.. In International Workshop on Wearable and Implantable Body Sensor Networks (BSN 2006), IEEE Computer Society, 04/2006,2006.[abstract][pdf][scholar][bibtex]

Embedded Perception - Concept Recognition by Learning and Combining Sensory DataVan Laerhoven, Kristof. Ph.D., 03/2006,2006.[pdf][scholar]

Real-Time Analysis of Correlations Between On-Body Sensor Nodes, Van Laerhoven, Kristof and Berchtold, Martin. In Proceedings of the 2nd International Workshop on Wearable and Implantable Body Sensor Networks (BSN 2005), IEE Press, 2005.[abstract][pdf][scholar][bibtex]

The Pendle: A Personal Mediator for Mixed Initiative Environments, Nicolas Villar and Kortuem, Gerd and Van Laerhoven, Kristof and Schmidt, Albrecht. In IEE International Workshop on Intelligent Environments, IEE Press, 2005.[abstract][pdf][scholar][bibtex]

Medical Healthcare Monitoring with Wearable and Implantable SensorsVan Laerhoven, Kristof and Benny PL Lo and Jason WP Ng and Surapa Thiemjarus and Rachel King and Simon Kwan and Hans-Werner Gellersen and Morris Sloman and Oliver Wells and Phil Needham and Nick Peters and Ara Darzi and Chris Toumazou and Guang-Zhong Yang. In International Workshop on Ubiquitous Computing for Pervasive Healthcare Applications (UbiHealth), September,2004.[abstract][pdf][scholar]

Spine versus Porcupine: A Study in Distributed Wearable Activity Recognition, Van Laerhoven, Kristof and Hans-Werner Gellersen. In 8th International Symposium on Wearable Computers (ISWC 2004), IEEE Computer Society, 2004.[abstract][pdf][scholar][bibtex]

The Pervasive Sensor - Invited Talk, Van Laerhoven, Kristof. In Ubiquitous Computing Systems, Second International Symposium, UCS 2004, Springer Verlag, 2004.[abstract][pdf][scholar][bibtex]

Augmenting Collections of Everyday Objects: A Case Study of Clothes Hangers As an Information Display, Tara Matthews and Hans-Werner Gellersen and Van Laerhoven, Kristof and Dey, Anind K.. In Pervasive Computing, Second International Conference, 3001: 340-344, Springer, 2004.[abstract][pdf][scholar][bibtex][oral, 12\% acceptance rate]

A Physical Notice Board with Digital Logic and Display, Nicolas Villar and Van Laerhoven, Kristof and Hans-Werner Gellersen. In Adjunct Proceedings of the European Symposium on Ambient Intelligence 2004, ACM Press, 2004.[abstract][pdf][scholar][bibtex]

Towards an Intertial Sensor Network, Kern, Nicky and Van Laerhoven, Kristof and Hans-Werner Gellersen and Schiele, Bernt. In IEE EuroWearable, September,2003.[abstract][pdf][scholar][bibtex]

Exploring Cube Affordance: Towards A Classification Of Non-Verbal Dynamics Of Physical Interfaces For Wearable Computing, Jennifer Sheridan and Ben Short and Kortuem, Gerd and Van Laerhoven, Kristof and Nicolas Villar. In IEE EuroWearable 2003, September,2003.[abstract][pdf][scholar][bibtex]

A Layered Approach to Wearable Textile Networks, Van Laerhoven, Kristof and Nicolas Villar and Hans-Werner Gellersen. In IEE EuroWearable 2003, September,2003.[abstract][pdf][scholar][bibtex]

Using an autonomous cube for basic navigation and input, Van Laerhoven, Kristof and Nicolas Villar and Schmidt, Albrecht and Kortuem, Gerd and Hans-Werner Gellersen. In Proceedings of the 5th International Conference on Multimodal Interfaces, ICMI 2003, ACM, 2003.[abstract][pdf][scholar][bibtex]

Pin&Play: The Surface as Network Medium, Van Laerhoven, Kristof and Nicolas Villar and Schmidt, Albrecht and Hans-Werner Gellersen and Holmquist, Lars Erik. IEEE Communications, 41(4): 90-96, IEEE Press, 2003.[abstract][pdf][scholar][bibtex]

Multi-Sensor Context Aware Clothing, Van Laerhoven, Kristof and Schmidt, Albrecht and Hans-Werner Gellersen. In 6th International Symposium on Wearable Computers (ISWC 2002), IEEE Computer Society, 2002.[abstract][pdf][scholar][bibtex][oral, 19\% acceptance rate]

Pin&Play: Networking Objects through Pins, Van Laerhoven, Kristof and Schmidt, Albrecht and Hans-Werner Gellersen. In UbiComp 2002: Ubiquitous Computing, 4th International Conference, 2498: 219-228, Springer, 2002.[abstract][pdf][scholar][bibtex][oral, 18\% acceptance rate]

Context Acquisition Based on Load Sensing, Schmidt, Albrecht and Strohbach, Martin and Van Laerhoven, Kristof and Adrian Friday and Hans-Werner Gellersen. In UbiComp 2002: Ubiquitous Computing, 4th International Conference, 2498: 333-350, Springer, 2002.[abstract][pdf][scholar][bibtex][oral, 18\% acceptance rate]

Ubiquitous Interaction - Using Surfaces in Everyday Environments as Pointing Devices, Schmidt, Albrecht and Strohbach, Martin and Van Laerhoven, Kristof and Hans-Werner Gellersen. In Universal Access: Theoretical Perspectives, Practice, and Experience, 7th ERCIM International Workshop on User Interfaces for All, 2615: 263-279, Springer, 2002.[abstract][pdf][scholar][bibtex]

Pin&Play: Bringing Power and Networking to Wall-Mounted Appliances, Van Laerhoven, Kristof and Nicolas Villar and Maria Hakansson and Hans-Werner Gellersen. In Proceedings of the 5th IEE International Workshop on Networked Appliances, Liverpool, UK, IEEE Press, 2002.[pdf][scholar][bibtex]

Context Awareness in Systems with Limited ResourcesOzan Cakmakci and Joelle Coutaz and Van Laerhoven, Kristof and Hans-Werner Gellersen. In Proc. of the third workshop on Artificial Intelligence in Mobile Systems (AIMS), ECAI 2002, 2002.[abstract][pdf][scholar]

How to Build Smart Appliances?, Schmidt, Albrecht and Van Laerhoven, Kristof. IEEE Personal Communications, 8(4): 66 \textendash 71, 08/2001,2001.[abstract][pdf][scholar][bibtex]

Combining the Self-Organizing Map and K-Means Clustering for On-Line Classification of Sensor Data, Van Laerhoven, Kristof. In Artificial Neural Networks - ICANN 2001, International Conference, 2130: 464-469, Springer, 2001.[abstract][pdf][scholar][bibtex]

Real-time Analysis of Data from Many Sensors with Neural Networks, Van Laerhoven, Kristof and Kofi A Aidoo and Steven Lowette. In 5th International Symposium on Wearable Computers (ISWC 2001), IEEE Computer Society, 2001.[abstract][pdf][scholar][bibtex]

Teaching Context to Applications, Van Laerhoven, Kristof and Kofi A Aidoo. Personal and Ubiquitous Computing, 5(1): 46-49, Springer Verlag, 2001.[abstract][pdf][scholar][bibtex]

What Shall We Teach Our Pants?, Van Laerhoven, Kristof and Ozan Cakmakci. In Proceedings of the 4th IEEE International Symposium on Wearable Computers (ISWC), IEEE Computer Society, 2000.[abstract][pdf][scholar][bibtex]

On-line adaptive context awareness starting from low-level sensorsVan Laerhoven, Kristof. 7,1999.[abstract][pdf][scholar]

Advanced Interaction in Context, Schmidt, Albrecht and Kofi A Aidoo and Antti Takaluoma and Urpo Tuomela and Van Laerhoven, Kristof and Walter Van de Velde. In The First International Symposium on Handheld and Ubiquitous Computing (HUC'99), Springer Verlag, 9,1999.[abstract][pdf][scholar][bibtex]