Paperbase

Collecting complex activity datasets in highly rich networked sensor environments

Roggen, D. Calatroni, A. Rossi, M. Holleczek, T. Förster, K. Tröster, G. Lukowicz, P. Bannach, D. Pirkl, G. Ferscha, A. Doppler, J. Holzmann, C. Kurz, M. Holl, G. Chavarriaga, R. Sagha, H. Bayati, H. Creatura, M. Del R. Millàn, J.

INSS 2010 - 7th International Conference on Networked Sensing Systems, 2010-11-12

https://doi.org/10.1109/INSS.2010.5573462

Clemens Holzmann

Holzmann Clemens

ORCID: 0000-0002-9811-115X

Spatial awareness of autonomous embedded systems 10.1007/978-3-8348-9569-1

Towards tabletop interaction with everyday artifacts via pressure imaging 10.1145/1709886.1709901

Gaze-based Interaction with Windshield Displays for Automated Driving: Impact of Dwell Time and Feedback Design on Task Performance and Subjective Workload 10.1145/3409120.3410654

Towards dynamic positioning of text content on a windshield display for automated driving 10.1145/3359996.3364757

Measuring distance with mobile phones using single-camera stereo vision 10.1109/ICDCSW.2012.22

MobileQuiz: A serious game for enhancing the physical and cognitive abilities of older adults 10.1007/978-3-319-07446-7_1

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Vision-based distance and position estimation of nearby objects for mobile spatial interaction 10.1145/1943403.1943460

Friends Radar: Towards a private P2P location sharing platform 10.1007/978-3-642-27579-1_68

A self-organizing approach to activity recognition with wireless sensors 10.1007/978-3-642-10865-5_20

UI-CAT: Calculating user interface complexity metrics for mobile applications 10.1145/2836041.2841214

Multivariate testing of native mobile applications 10.1145/2684103.2684119

Only play in your comfort zone: interaction methods for improving security awareness on mobile devices 10.1007/s00779-015-0840-5

It is not rocket science. It is collaborative play for old and young! 10.1109/SeGAH.2018.8401318

Interaction visualization and analysis in automation industry 10.1145/2836041.2841218

Collecting complex activity datasets in highly rich networked sensor environments 10.1109/INSS.2010.5573462

OPPORTUNITY: Towards opportunistic activity and context recognition systems 10.1109/WOWMOM.2009.5282442

A Research Agenda for Mixed Reality in Automated Vehicles 10.1145/3428361.3428390

Mobile usability testing requirements and their implementation in the automation engineering industry 10.1145/2684103.2684120

Comparing the placement of two arm-worn devices for recognizing dynamic hand gestures 10.1145/3007120.3007146

Sensing mobile phone interaction in the field 10.1109/PerComW.2012.6197635

Logging and visualization of touch interactions on teach pendants 10.1145/2628363.2628429

Relation-centric development of spatially-aware applications 10.1109/WETICE.2008.22

Co-smonauts in retrospect: The game design process of an intergenerational co-located collaborative game 10.1145/3270316.3272050

Building interactive prototypes of mobile user interfaces with a digital pen 10.1145/2350046.2350080

Human computer confluence 10.1007/978-3-540-71025-7_2

Wall play: A novel wall/floor interaction concept for mobile projected gaming 10.1145/2371664.2371687

Enabling A/B testing of native mobile applications by remote user interface exchange 10.1007/978-3-642-53862-9-58

Heat maps as a usability tool for multi-touch interaction in mobile applications 10.1145/2406367.2406427

A method for mobile download conversion rate measurement based on device fingerprinting 10.1145/2536853.2536885

Mobile surveys a method for measuring end-user satisfaction of mobile applications in unsupervised field studies 10.1007/978-3-642-53862-9-51

StickyWSD: Investigating Content Positioning on a Windshield Display for Automated Driving 10.1145/3428361.3428405

Augmented reality windshield displays and their potential to enhance user experience in automated driving 10.1515/icom-2018-0033

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Usability evaluation framework: Automated interface analysis for Android applications 10.1007/978-3-642-27579-1_72

A framework for utilizing qualitative spatial relations between networked embedded systems 10.1016/j.pmcj.2010.03.001

DarSens: A framework for distributed activity recognition from body-worn sensors 10.1145/2221924.2221969

Using spatial abstractions in industrial environments 10.1109/ICWMC.2008.30

Mobile interaction analysis: Towards a novel concept for interaction sequence mining 10.1145/2628363.2628384

Automated and unsupervised user interaction logging as basis for usability evaluation of mobile applications 10.1145/2428955.2428983

MobiZone: Personalized interaction with multiple items on interactive surfaces 10.1145/2541831.2541836

Investigating user preferences for windshield displays in automated vehicles 10.1145/3205873.3205885

Range face segmentation: Face detection and segmentation for authentication in mobile device range images 10.1145/2536853.2536880

Measuring Visual User Interface Complexity of Mobile Applications with Metrics 10.1093/iwc/iwy008

Real-time gaze tracking for public displays 10.1007/978-3-642-16917-5_17

AutoWSD: Virtual reality automated driving simulator for rapid HCI prototyping 10.1145/3340764.3345366

Daniel Roggen

Roggen Daniel

ORCID: 0000-0001-8033-6417

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Flexible Sensors-From Materials to Applications 10.3390/technologies7020035

Thigh-derived inertial sensor metrics to assess the sit-to-stand and stand-to-sit transitions in the timed up and go (TUG) Task for quantifying mobility impairment in multiple sclerosis 10.3389/fneur.2018.00684

Collecting complex activity datasets in highly rich networked sensor environments 10.1109/INSS.2010.5573462

Potentials of enhanced context awareness in wearable assistants for Parkinson's disease patients with the freezing of gait syndrome 10.1109/ISWC.2009.14

Wearable assistant for Parkinsons disease patients with the freezing of gait symptom 10.1109/TITB.2009.2036165

Activity recognition from on-body sensors by classifier fusion: Sensor scalability and robustness 10.1109/ISSNIP.2007.4496857

Performance Analysis of Routing Protocol for Low Power and Lossy Networks (RPL) in Large Scale Networks 10.1109/JIOT.2017.2755980

The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics with Mobile Devices 10.1109/ACCESS.2018.2858933

Summary of the Sussex-Huawei locomotion-transportation recognition challenge 10.1145/3267305.3267519

Deep convolutional and LSTM recurrent neural networks for multimodal wearable activity recognition 10.3390/s16010115

Probing crowd density through smartphones in city-scale mass gatherings 10.1140/epjds17

Exploring the acceptability of google glass as an everyday assistive device for people with Parkinson's 10.1145/2556288.2557092

Feature learning for detection and prediction of freezing of gait in Parkinson's disease 10.1007/978-3-642-39712-7_11

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition 10.1016/j.patrec.2012.12.014

ActionSLAM: Using location-related actions as landmarks in pedestrian SLAM 10.1109/IPIN.2012.6418932

Online detection of freezing of gait with smartphones and machine learning techniques 10.4108/icst.pervasivehealth.2012.248680

Activity recognition from on-body sensors: Accuracy-power trade-off by dynamic sensor selection 10.1007/978-3-540-77690-1_2

Shapesense3D - Textile-sensing and reconstruction of body geometries 10.1145/3341162.3343846

Flexible temperature sensor integration into e-textiles using different industrial yarn fabrication processes 10.3390/s20010073

Multimodal fusion of IMUs and EPS body-worn sensors for scratch recognition 10.1145/3421937.3421987

Electric field phase sensing for wearable orientation and localisation applications 10.1145/2971763.2971774

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WLCSSLearn: Learning algorithm for template matching-based gesture recognition systems 10.1109/ICIEV.2019.8858539

Demo: Complex human gestures encoding from wearable inertial sensors for activity recognition 10.5555/3234847.3234883

Beach volleyball serve type recognition 10.1145/2971763.2971781

Limited-memory warping LCSS for real-time low-power pattern recognition in wireless nodes 10.1007/978-3-319-15582-1_10

Lessons from hands-free data entry in flexible cystoscopy with Glass for future smart assistance 10.1007/978-3-030-25590-9

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Recognition of crowd behavior from mobile sensors with pattern analysis and graph clustering methods 10.3934/nhm.2011.6.521

Wearable activity tracking in car manufacturing 10.1109/MPRV.2008.40

Effect of movements on the electrodermal response after a startle event 10.3414/ME9108

Effect of movements on the electrodermal response after a startle event 10.1109/PCTHEALTH.2008.4571101

EyeMote - Towards context-aware gaming using eye movements recorded from wearable electrooculography 10.1007/978-3-540-88322-7_4

Modeling service-oriented context processing in dynamic body area networks 10.1109/JSAC.2009.090106

Fusion of string-matched templates for continuous activity recognition 10.1109/ISWC.2007.4373775

Adaptation of hybrid human-computer interaction systems using EEG error-related potentials 10.1109/IEMBS.2010.5627376

What's in the eyes for context-awareness? 10.1109/MPRV.2010.49

Wearable computing 10.1109/MRA.2011.940992

User acceptance study of a mobile system for assistance during emergency situations at large-scale events 10.1109/HUMANCOM.2010.5563347

Prototyping with a bio-inspired reconfigurable chip 10.1109/IWRSP.2004.1311123

On the use of brain decoded signals for online user adaptive gesture recognition systems 10.1007/978-3-642-12654-3_25

Evolving discriminative features robust to sensor displacement for activity recognition in body area sensor networks 10.1109/ISSNIP.2009.5416810

An educational and research kit for activity and context recognition from on-body sensors 10.1109/BSN.2010.35

Quantifying gait similarity: User authentication and real-world challenge 10.1007/978-3-642-01793-3_105

Organizing context information processing in dynamic wireless sensor networks 10.1109/ISSNIP.2007.4496821

Wearable EOG goggles: Seamless sensing and context-awareness in everyday environments 10.3233/AIS-2009-0020

Decentralized detection of group formations from wearable acceleration sensors 10.1109/CSE.2009.199

Recognition of hearing needs from body and eye movements to improve hearing instruments 10.1007/978-3-642-21726-5_20

Recognition of visual memory recall processes using eye movement analysis 10.1145/2030112.2030172

Towards an online detection of pedestrian flocks in urban canyons by smoothed spatio-temporal clustering of GPS trajectories 10.1145/2063212.2063220

Design of a bilateral vibrotactile feedback system for lateralization 10.1145/2049536.2049583

Benchmarking classification techniques using the opportunity human activity dataset 10.1109/ICSMC.2011.6083628

Collection and curation of a large reference dataset for activity recognition 10.1109/ICSMC.2011.6083638

Real-time detection and recommendation of thermal spots by sensing collective behaviors in paragliding 10.1145/2030066.2030070

Titan: An enabling framework for activity-aware pervasive apps in opportunistic personal area networks 10.1155/2011/172831

Rapid prototyping of smart garments for activity-aware applications 10.3233/AIS-2009-0015

A wearable, ambient sound-based approach for infrastructureless fuzzy proximity estimation 10.1109/ISWC.2010.5665863

On-body sensing: From gesture-based input to activity-driven interaction 10.1109/MC.2010.294

Towards multi-modal context recognition for hearing instruments 10.1109/ISWC.2010.5665855

It's in your eyes: Towards context-awareness and mobile HCI using wearable EOG goggles 10.1145/1409635.1409647

Scenario based modeling for very large scale simulations 10.1109/DS-RT.2010.20

Incremental kNN classifier exploiting correct-error teacher for activity recognition 10.1109/ICMLA.2010.72

Wearable assistant for load monitoring: Recognition of on-body load placement from gait alterations 10.4108/ICST.PERVASIVEHEALTH2010.8894

A wearable system to assist walking of parkinsońs disease patients benefits and challenges of context-triggered acoustic cueing 10.3414/ME09-02-0003

Identifying important action primitives for high level activity recognition 10.1007/978-3-642-16982-3_12

OPPORTUNITY: Towards opportunistic activity and context recognition systems 10.1109/WOWMOM.2009.5282442

Mapping by seeing - Wearable vision-based dead-reckoning, and closing the loop 10.1007/978-3-540-75696-5_2

Unsupervised classifier self-calibration through repeated context occurences: Is there robustness against sensor displacement to gain? 10.1109/ISWC.2009.12

Evolving genetic regulatory networks for hardware fault tolerance 10.1007/978-3-540-30217-9_57

Multi-cellular development: Is there scalability and robustness to gain? 10.1007/978-3-540-30217-9_40

Evolutionary morphogenesis for multi-cellular systems 10.1007/s10710-006-9019-1

Parkinson's disease patients' perspective on context aware wearable technology for auditive assistance 10.4108/ICST.PERVASIVEHEALTH2009.6001

Wearable EOG goggles: Eye-based interaction in everyday environments 10.1145/1520340.1520468

Towards an interactive snowboarding assistance system 10.1109/ISWC.2009.30

Evolution of embodied intelligence 10.1007/978-3-540-27833-7_23

Titan: A tiny task network for dynamically reconfigurable heterogeneous sensor networks 10.1007/978-3-540-69962-0_11

Time-lag method for detecting following and leadership behavior of pedestrians from mobile sensing data 10.1109/PerCom.2013.6526714

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Design of an ecology of activity-aware cells in ambient intelligence environments 10.3182/20120905-3-HR-2030.00181

Ear-worn reference data collection and annotation for multimodal context-aware hearing instruments. 10.1109/EMBC.2012.6346464

Analyzing the impact of different action primitives in designing high-level human activity recognition systems 10.3233/AIS-130223

Robust activity recognition combining anomaly detection and classifier retraining 10.1109/BSN.2013.6575491

Network-level power-performance trade-off in wearable activity recognition: A dynamic sensor selection approach 10.1145/2345770.2345781

Opportunistic human activity and context recognition 10.1109/MC.2012.393

DactyLoc: A minimally geo-referenced WiFi+GSM-fingerprint-based localization method for positioning in urban spaces 10.1109/IPIN.2012.6418923

Improving online gesture recognition with template matching methods in accelerometer data 10.1109/ISDA.2012.6416645

Design of a multimodal hearing system 10.2298/CSIS120423012T

The adARC pattern analysis architecture for adaptive human activity recognition systems 10.1007/s12652-011-0064-0

Engineers meet clinicians: Augmenting parkinson's disease patients to gather information for gait rehabilitation 10.1145/2459236.2459257

Tagging human activities in video by crowdsourcing 10.1145/2461466.2461508

Context cells: Towards lifelong learning in activity recognition systems 10.1007/978-3-642-04471-7_10

Bringing quality of context into wearable human activity recognition systems 10.1007/978-3-642-04559-2_15

Activity recognition in opportunistic sensor environments 10.1016/j.procs.2011.09.003

Mobile sensing of pedestrian flocks in indoor environments using WiFi signals 10.1109/PerCom.2012.6199854

Improving game accessibility with vibrotactile-enhanced hearing instruments 10.1007/978-3-642-31522-0_70

Kinect=IMU? Learning MIMO signal mappings to automatically translate activity recognition systems across sensor modalities 10.1109/ISWC.2012.17

Inferring crowd conditions from pedestrians' location traces for real-time crowd monitoring during city-scale mass gatherings 10.1109/WETICE.2012.26

Detecting pedestrian flocks by fusion of multi-modal sensors in mobile phones 10.1145/2370216.2370256

Automatic power-off for binaural hearing instruments 10.1007/978-3-642-34898-3_35

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Online detection of freezing of gait in Parkinson's disease patients: A performance characterization 10.4108/ICST.BODYNETS2009.5852

Bilateral vibrotactile feedback patterns for accurate lateralization in Hearing Instrument body area networks 10.4108/icst.bodynets.2011.246910

Identification of relevant multimodal cues to enhance context-aware hearing instruments 10.4108/icst.bodynets.2011.246911

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Gestures are Strings: Efficient online gesture spotting and classification using string matching 10.4108/bodynets.2007.143

Real time gesture recognition using Continuous Time Recurrent Neural Networks 10.4108/bodynets.2007.149

On-body activity recognition in a dynamic sensor network 10.4108/bodynets.2007.114

Service discovery and composition in body area networks 10.4108/ICST.BODYNETS2008.2951

Automatic correction of annotation boundaries in activity datasets by class separation maximization 10.1145/2494091.2495988

Improved actionSLAM for long-term indoor tracking with wearable motion sensors 10.1145/2493988.2494328

Chairs' summary/proposal for international workshop on human activity sensing corpus and its application (HASCA2013) 10.1145/2494091.2495992

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5th Int. Workshop on human activity sensing corpus and applications (HASCA): Towards open-ended context awareness 10.1145/3123024.3124410

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Poster abstract: High reliability android application for multidevice multimodal mobile data acquisition and annotation 10.1145/3131672.3136977

Unsupervised online activity discovery using temporal behaviour assumption 10.1145/3123021.3123044

Using wearable inertial sensors to compare different versions of the dual task paradigm during walking 10.1145/3121283.3121285

4th workshop on human activity sensing corpus and applications: Towards open-ended context awareness 10.1145/2968219.2968294

Exploring human activity annotation using a privacy preserving 3D model 10.1145/2968219.2968290

Deep convolutional feature transfer across mobile activity recognition domains, sensor modalities and locations 10.1145/2971763.2971764

Exploring Glass as a novel method for hands-free data entry in flexible cystoscopy 10.1145/2971648.2971671

3D ActionSLAM: Wearable person tracking in multi-floor environments 10.1007/s00779-014-0815-y

S-smart: A unified Bayesian framework for simultaneous semantic mapping, activity recognition, and tracking 10.1145/2824286

On strategies for budget-based online annotation in human activity recognition 10.1145/2638728.2641300

International workshop on human activity sensing corpus and its application (HASCA2014) 10.1145/2638728.2641314

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Message from the program chairs 10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00019

Deep Convolutional Feature Transfer Across Mobile Activity Recognition Domains, Sensor Modalities and Locations 10.1145/2971767.2971764

Improving Smartphone-Based Transport Mode Recognition Using Generative Adversarial Networks 10.1007/978-981-15-8944-7_5

Smartphone location identification and transport mode recognition using an ensemble of generative adversarial networks 10.1145/3410530.3414353

CausalBatch: Solving complexity/performance tradeoffs for deep convolutional and LSTM networks for wearable activity recognition 10.1145/3410530.3414365

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ARM cortex M4-based extensible multimodal wearable platform for sensor research and context sensing from motion & sound 10.1145/3410530.3414368

Mapping Vicon Motion Tracking to 6-Axis IMU Data for Wearable Activity Recognition 10.1007/978-981-15-8944-7_1

Coco Stretch: Strain Sensors Based on Natural Coconut Oil and Carbon Black Filled Elastomers 10.1002/admt.202000780

Copper wire based electrical contacts for direct interfacing of stretchable sensors 10.1109/SENSORS47125.2020.9278749

Evaluation of a Pseudo Zero-Potential Flexible Readout Circuit for Resistive Sensor Matrixes 10.1109/FLEPS49123.2020.9239450

Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning 10.1007/s11063-021-10468-z

Preface 10.1016/S1874-6047(15)00040-2

Inferring complex textile shape from an integrated carbon black-infused ecoflex-based bend and stretch sensor array 10.1145/1122445.1122456

Soft gel-free ECG electrodes based on biocompatible coconut-oil and carbon black 10.1109/FLEPS51544.2021.9469731

Fast deep neural architecture search for wearable activity recognition by early prediction of converged performance 10.1145/3460421.3478813

Detecting Freezing of Gait with earables trained from VR motion capture data 10.1145/3460421.3478821

Three-Year Review of the 2018–2020 SHL Challenge on Transportation and Locomotion Mode Recognition From Mobile Sensors 10.3389/fcomp.2021.713719

Jose del R. Millan

Millan Jose del R.

ORCID: 0000-0001-5819-1522

http://cnbi.epfl.ch

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Robust activity recognition combining anomaly detection and classifier retraining 10.1109/BSN.2013.6575491

Endogenous control of powered lower-limb exoskeleton 10.1007/978-3-319-46532-6_19

Tools for brain-computer interaction: A general concept for a hybrid BCI 10.3389/fninf.2011.00030

Dynamic quantification of activity recognition capabilities in opportunistic systems 10.1109/VETECS.2011.5956356

Word pair classification during imagined speech using direct brain recordings 10.1038/srep25803

Action prediction based on anticipatory brain potentials during simulated driving 10.1088/1741-2560/12/6/066006

Collecting complex activity datasets in highly rich networked sensor environments 10.1109/INSS.2010.5573462

OPPORTUNITY: Towards opportunistic activity and context recognition systems 10.1109/WOWMOM.2009.5282442

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Adaptive brain interfaces 10.1007/BFb0100488

Brain-Machine Interfaces 10.1016/B978-0-12-398358-9.00063-X

Quantifying electrode reliability during brain-computer interface operation 10.1109/TBME.2014.2366554

Adaptive brain interfaces-ABI: Simple features, simple neural network, complex brain-actuated devices 10.1109/ICDSP.2002.1027891

Adaptive Assistance for Brain-Computer Interfaces by Online Prediction of Command Reliability 10.1109/MCI.2015.2501550

Foreword 10.1002/9781119332428.fmatter

Prediction of command delivery time for BCI 10.1109/smc.2014.6974127

Making the most of context-awareness in brain-computer interfaces 10.1109/CYBConf.2013.6617459

An EEG-based brain-computer interface for gait training 10.1109/CCDC.2017.7978394

The plurality of human brain-computer interfacing [scanning the issue] 10.1109/JPROC.2015.2425835

Clinical evaluation of BrainTree, a motor imagery hybrid BCI speller 10.1088/1741-2560/11/3/036003

Personalized neuroprosthetics 10.1126/scitranslmed.3005968

Steering timing prediction in a driving simulator task 10.1109/EMBC.2013.6611147

Single trial recognition of anticipatory slow cortical potentials: The role of spatio-spectral filtering 10.1109/NER.2011.5910573

Modulation of the inter-hemispheric asymmetry of motor-related brain activity using brain-computer interfaces 10.1109/EMBC.2015.7318857

Brain-computer interfaces and visual activity 10.4018/978-1-61350-098-9.ch012

Cortical current density vs. surface EEG for event-related potential-based Brain-Computer Interface 10.1109/NER.2011.5910578

Latency correction of event-related potentials between different experimental protocols 10.1088/1741-2560/11/3/036005

Evaluating decoding performance of upper limb imagined trajectories during center-out reaching tasks 10.1109/SMC.2016.7844250

Rewards-driven control of robot arm by decoding EEG signals 10.1109/EMBC.2014.6943924

An approach to a phase model for steady state visually evoked potentials 10.1007/978-3-319-46669-9_243

Discriminant brain connectivity patterns of performance monitoring at average and single-trial levels 10.1016/j.neuroimage.2015.07.012

Spatial filters yield stable features for error-related potentials across conditions 10.1109/SMC.2016.7844316

Bayesian plan recognition for brain-computer interfaces 10.1109/ROBOT.2009.5152653

Plug&Play Brain–Computer Interfaces for effective Active and Assisted Living control 10.1007/s11517-016-1596-4

Inferring driver's turning direction through detection of error related brain activity 10.1109/EMBC.2013.6609971

Opportunistic human activity and context recognition 10.1109/MC.2012.393

Teaching brain-machine interfaces as an alternative paradigm to neuroprosthetics control 10.1038/srep13893

Brain-controlled wheelchairs: A robotic architecture 10.1109/MRA.2012.2229936

Brain-computer interaction 10.1145/1166253.1166255

EEG-based decoding of error-related brain activity in a real-world driving task 10.1088/1741-2560/12/6/066028

Brain racers: How paralyzed athletes used a brain-computer interface to win gold at the cyborg olympics 10.1109/MSPEC.2017.8012239

Interaction and evaluation of an augmented virtuality assistance system for teleoperated robots 10.1109/ROSE.2012.6402626

EEG correlates of active visual search during simulated driving: An exploratory study 10.1109/smc.2014.6974355

Brain Correlates of Lane Changing Reaction Time in Simulated Driving 10.1109/SMC.2015.548

Cortical and subcortical mechanisms of brain-machine interfaces 10.1002/hbm.23566

Foreword 10.1002/9781119144977.fmatter

Offline decoding of upper limb muscle synergies from EEG slow cortical potentials 10.1109/EMBC.2013.6610320

Context-based filtering for assisted brain-actuated wheelchair driving 10.1155/2007/25130

Behavioral and cortical effects during attention driven brain-computer interface operations in spatial neglect: A feasibility case study 10.3389/fnhum.2017.00336

Combining discriminant and topographic information in BCI: Preliminary results on stroke patients 10.1109/NER.2011.5910544

An Iterative Framework for EEG-based Image Search: Robust Retrieval with Weak Classifiers 10.1371/journal.pone.0072018

tDCS modulates motor imagery-related BCI features 10.1007/978-3-642-34546-3_105

Increasing upper limb training intensity in chronic stroke using embodied virtual reality: a pilot study 10.1186/s12984-017-0328-9

Decoding of Self-paced Lower-Limb Movement Intention: A Case Study on the Influence Factors 10.3389/fnhum.2017.00560

Brain-Computer Interfaces for Post-Stroke Motor Rehabilitation: A Meta-Analysis 10.1101/224618

mano: A Wearable Hand Exoskeleton for Activities of Daily Living and Neurorehabilitation 10.1109/LRA.2017.2771329

Brain-computer interfaces for post-stroke motor rehabilitation: a meta-analysis 10.1002/acn3.544

Decoding Neural Correlates of Cognitive States to Enhance Driving Experience 10.1109/TETCI.2018.2848289

Brain-actuated functional electrical stimulation elicits lasting arm motor recovery after stroke https://doi.org/10.1038/s41467-018-04673-z

The Cybathlon BCI race: Successful longitudinal mutual learning with two tetraplegic users https://doi.org/10.1371/journal.pbio.2003787

Brain-computer interfaces for stroke rehabilitation: summary of the 2016 BCI Meeting in Asilomar 10.1080/2326263X.2018.1493073

EEG-Based Lower-Limb Movement Onset Decoding: Continuous Classification and Asynchronous Detection 10.1109/TNSRE.2018.2855053

Disentangling the origins of confidence in speeded perceptual judgments through multimodal imaging 10.1101/496877

Brain–computer interfaces 10.1142/9781848167490_0003

Neurotechnology-aided interventions for upper limb motor rehabilitation in severe chronic stroke 10.1093/brain/awz181

Combining brain-computer interfaces and assistive technologies: State-of-the-art and challenges 10.3389/fnins.2010.00161

Novice shooters with lower pre-shooting alpha power have better performance during competition in a virtual reality scenario 10.3389/fpsyg.2018.00527

Peri-personal space encoding in patients with disorders of consciousness and cognitive-motor dissociation 10.1016/j.nicl.2019.101940

Cortico-muscular coherence is reduced acutely post-stroke and increases bilaterally during motor recovery: A pilot study 10.3389/fneur.2019.00126

Adaptive brain interfaces 10.1145/636772.636773

Inverse solutions for Brain-Computer Interfaces: Effects of regularisation on localisation and classification 10.1109/SMC.2017.8122612

The Cybathlon BCI race: Successful longitudinal mutual learning with two tetraplegic users 10.1371/journal.pbio.2003787

Inferring subjective preferences on robot trajectories using EEG signals 10.1109/NER.2019.8717025

Brain-actuated functional electrical stimulation elicits lasting arm motor recovery after stroke 10.1038/s41467-018-04673-z

Sensory threshold neuromuscular electrical stimulation fosters motor imagery performance 10.1016/j.neuroimage.2018.04.005

Closed-loop electrical neurostimulation: Challenges and opportunities 10.1016/j.cobme.2018.09.007

Using Robust Principal Component Analysis to Reduce EEG Intra-Trial Variability 10.1109/EMBC.2018.8512687

Analysis of EEG Correlates of Perceived Difficulty in Dynamically Changing Flying Tasks 10.1109/SMC.2018.00103

Motor Attempt EEG Paradigm as a Diagnostic Tool for Disorders of Consciousness 10.1109/EMBC.2018.8513217

Human EEG reveals distinct neural correlates of power and precision grasping types 10.1016/j.neuroimage.2018.07.055

BNCI Horizon 2020: towards a roadmap for the BCI community 10.1080/2326263X.2015.1008956

Error-related EEG potentials generated during simulated brain-computer interaction 10.1109/TBME.2007.908083

ROS-health: An open-source framework for neurorobotics 10.1109/SIMPAR.2018.8376288

Decoding inner speech using electrocorticography: Progress and challenges toward a speech prosthesis 10.3389/fnins.2018.00422

Invasive or noninvasive: Understanding brain-machine interface technology 10.1109/MEMB.2009.935475

Reliable decoding of motor state transitions during imagined movement 10.1109/NER.2019.8717171

The human-computer connection: An overview of brain-computer interfaces 10.7203/metode.9.12639

EPFL center for neuroprosthetics 10.1109/MEMB.2009.932481

Brain-computer interfacing for intelligent systems 10.1109/MIS.2008.41

EEG topographies provide subject-specific correlates of motor control 10.1038/s41598-017-13482-1

Brain-computer interfaces for space applications 10.1007/s00779-010-0322-8

Real-time EEG Feedback on Alpha Power Lateralization Leads to Behavioral Improvements in a Covert Attention Task 10.1007/s10548-019-00725-9

Editorial overview: New developments in biomedical imaging 10.1016/j.cobme.2017.11.005

Neural encoding of auditory features during music perception and imagery 10.1093/cercor/bhx277

Unsupervised adaptation to on-body sensor displacement in acceleration-based activity recognition 10.1109/ISWC.2011.11

Towards natural non-invasive hand neuroprostheses for daily living 10.1109/IEMBS.2010.5627178

Uncovering EEG Correlates of Covert Attention in Soccer Goalkeepers: Towards Innovative Sport Training Procedures 10.1038/s41598-020-58533-2

The Role of the Control Framework for Continuous Teleoperation of a Brain–Machine Interface-Driven Mobile Robot 10.1109/TRO.2019.2943072

On Error-Related Potentials During Sensorimotor-Based Brain-Computer Interface: Explorations With a Pseudo-Online Brain-Controlled Speller 10.1109/OJEMB.2019.2962879

A brain-actuated wheelchair: Asynchronous and non-invasive Brain-computer interfaces for continuous control of robots 10.1016/j.clinph.2008.06.001

A hybrid brain-computer interface based on the fusion of electroencephalographic and electromyographic activities 10.1088/1741-2560/8/2/025011

Adaptive shared control of a brain-actuated simulated wheelchair 10.1109/ICORR.2007.4428457

Asynchronous BCI and local neural classifiers: An overview of the adaptive brain interface project 10.1109/TNSRE.2003.814435

Brain-coupled interaction for semi-autonomous navigation of an assistive robot 10.1016/j.robot.2010.05.010

Characterizing the EEG Correlates of Exploratory Behavior 10.1109/TNSRE.2008.926712

Comparison of different feature classifiers for brain computer interfaces 10.1109/CNE.2003.1196911

Continuous-action Q-learning 10.1023/A:1017988514716

Fast Recognition of Anticipation-Related Potentials 10.1109/TBME.2008.2005486

High-resolution EEG techniques for brain-computer interface applications 10.1016/j.jneumeth.2007.06.031

Learning From EEG Error-Related Potentials in Noninvasive Brain-Computer Interfaces 10.1109/TNSRE.2010.2053387

Learning of sensor-based arm motions while executing high-level descriptions of tasks 10.1023/A:1008969830273

Linear classification of low-resolution EEG patterns produced by imagined hand movements 10.1109/86.847810

Noninvasive brain-actuated control of a mobile robot by human EEG 10.1109/TBME.2004.827086

Person authentication using brainwaves (EEG) and maximum a posteriori model adaptation 10.1109/TPAMI.2007.1012

Prospects of brain-machine interfaces for space system control 10.1016/j.actaastro.2008.09.008

Rapid, safe, and incremental learning of navigation strategies 10.1109/3477.499792

Recognition of imagined hand surface movements with low resolution surface Laplacian and linear classifiers 10.1016/S1350-4533(01)00049-2

Relevant EEG features for the classification of spontaneous motor-related tasks 10.1007/s004220100282

Robot arm reaching through neural inversions and reinforcement learning 10.1016/s0921-8890(99)00100-1

Temporal Kohonen map and the recurrent self-organizing map: Analytical and experimental comparison 10.1023/A:1011353011837

The BCI competition III: Validating alternative approaches to actual BCI problems 10.1109/TNSRE.2006.875642

The timing of exploratory decision-making revealed by single-trial topographic EEGanalyses 10.1016/j.neuroimage.2012.01.136

Time-dependent approach for single trial classification of covert visuospatial attention 10.1088/1741-2560/9/4/045011

To Err is Human: Learning from Error Potentials in Brain-Computer Interfaces 10.1007/978-1-4020-8387-7_134

Towards a robust BCI: Error potentials and online learning 10.1109/TNSRE.2006.875555

USING MACHINE LEARNING TECHNIQUES IN REAL-WORLD MOBILE ROBOTS 10.1109/64.395353

VALIDATION OF BRAIN-MACHINE INTERFACES DURING PARABOLIC FLIGHT 10.1016/s0074-7742(09)86014-5

Very high frequency oscillations (VHFO) as a predictor of movement intentions 10.1016/j.neuroimage.2006.02.041

Visuo-Spatial Attention Frame Recognition for Brain-Computer Interfaces 10.1007/978-1-4020-8387-7_133

Disentangling the origins of confidence in speeded perceptual judgments through multimodal imaging 10.1073/pnas.1918335117

Spatial covariance improves BCI performance for late ERPs components with high temporal variability 10.1088/1741-2552/ab95eb

Brain-Machine Interfaces: A Tale of Two Learners 10.1109/MSMC.2019.2958200

ROS-neuro: A common middleware for BMI and robotics. the acquisition and recorder packages 10.1109/SMC.2019.8914364

Brain-machine interfaces: The perception-action closed loop: A two-learner system 10.1109/MSMC.2014.2386901

General principles of machine learning for brain-computer interfacing 10.1016/B978-0-444-63934-9.00023-8

Preface 10.1016/B978-0-444-63934-9.09984-4

Brain-computer interfaces: Definitions and principles 10.1016/B978-0-444-63934-9.00002-0

Corrigendum: Word pair classification during imagined speech using direct brain recordings 10.1038/srep44509

Differential contributions of subthalamic beta rhythms and 1/f broadband activity to motor symptoms in Parkinson’s disease 10.1038/s41531-018-0068-y

Context-Aware Learning for Generative Models 10.1109/TNNLS.2020.3011671

User Adaptation to Closed-Loop Decoding of Motor Imagery Termination 10.1109/TBME.2020.3001981

Closed-loop EEG study on visual recognition during driving 10.1088/1741-2552/abdfb2

EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks 10.1109/THMS.2020.3038339

Invariability of EEG error-related potentials during continuous feedback protocols elicited by erroneous actions at predicted or unpredicted states 10.1088/1741-2552/abfa70

A novel tactile stimulation system for BCI feedback 10.1109/IWW-BCI.2013.6506619

Brain-machine interface: Closer to therapeutic reality? 10.1016/S0140-6736(12)62164-3

On-line anomaly detection and resilience in classifier ensembles 10.1016/j.patrec.2013.02.014

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition 10.1016/j.patrec.2012.12.014

Three-dimensional upper limb movement decoding from EEG signals 10.1109/IWW-BCI.2013.6506648

Unsupervised adaptation for acceleration-based activity recognition: Robustness to sensor displacement and rotation 10.1007/s00779-011-0493-y

Detection of anticipatory brain potentials during car driving 10.1109/EMBC.2012.6346802

Detection of self-paced reaching movement intention from EEG signals 10.3389/fneng.2012.00013

EEG-based brain-computer interface to support post-stroke motor rehabilitation of the upper limb 10.1109/EMBC.2012.6346871

Improved recognition of error related potentials through the use of brain connectivity features 10.1109/EMBC.2012.6347541

Kinect=IMU? Learning MIMO signal mappings to automatically translate activity recognition systems across sensor modalities 10.1109/ISWC.2012.17

Latency correction of error potentials between different experiments reduces calibration time for single-trial classification 10.1109/EMBC.2012.6346667

Online modulation of the level of assistance in shared control systems 10.1109/ICSMC.2012.6378307

Real-time prediction of fast and slow delivery of mental commands in a motor imagery BCI: An entropy-based approach 10.1109/ICSMC.2012.6378308

Self-paced movement intention detection from human brain signals: Invasive and non-invasive EEG 10.1109/EMBC.2012.6346665

Activity recognition in opportunistic sensor environments 10.1016/j.procs.2011.09.003

Benchmarking classification techniques using the opportunity human activity dataset 10.1109/ICSMC.2011.6083628

Detecting anomalies to improve classification performance in opportunistic sensor networks 10.1109/PERCOMW.2011.5766860

Evaluation of proportional and discrete shared control paradigms for low resolution user inputs 10.1109/ICSMC.2011.6083812

Learning user habits for semi-autonomous navigation using low throughput interfaces 10.1109/ICSMC.2011.6083633

Adaptation of hybrid human-computer interaction systems using EEG error-related potentials 10.1109/IEMBS.2010.5627376

Multimodal fusion of muscle and brain signals for a Hybrid-BCI 10.1109/IEMBS.2010.5626233

On the road to a neuroprosthetic hand: A novel hand grasp orthosis based on Functional Electrical Stimulation 10.1109/IEMBS.2010.5627412

The role of shared-control in BCI-based telepresence 10.1109/ICSMC.2010.5642338

Anticipation based Brain-Computer Interfacing (aBCI) 10.1109/NER.2009.5109332

Asynchronous non-invasive brain-actuated control of an intelligent wheelchair 10.1109/IEMBS.2009.5332828

Discriminative channel selection method for the recognition of anticipation related potentials from CCD estimated cortical activity 10.1109/MLSP.2009.5306216

EEG error-related potentials detection with a Bayesian filter 10.1109/NER.2009.5109393

A comparative psychophysical and EEG study of different feedback modalities for HRI 10.1145/1349822.1349829

Brain-computer interfaces for HCI and games 10.1145/1358628.1358958

Non-invasive brain-machine interaction 10.1142/S0218001408006600

Feature extraction for multi-class BCI using canonical variates analysis 10.1109/WISP.2007.4447615

Non-invasive brain-actuated interaction 10.1007/978-3-540-75555-5_42

Preliminary experimentation on vibrotactile feedback in the context of Mu-rhythm based BCI 10.1109/IEMBS.2007.4353398

Vibrotactile feedback for brain-computer interface operation 10.1155/2007/48937

Non-invasive estimation of local field potentials for neuroprosthesis control 10.1007/s10339-004-0043-x

Brain-actuated interaction 10.1016/j.artint.2004.05.008

On the need for on-line learning in brain-computer interfaces 10.1109/IJCNN.2004.1381116

Efficient learning of variable-resolution cognitive maps for autonomous indoor navigation 10.1109/70.817664

Learning reaching strategies through reinforcement for a sensor-based manipulator 10.1016/S0893-6080(97)00137-8

A reinforcement connectionist approach to robot path finding in non-maze-like environments 10.1007/BF00992702

http://dx.doi.org/10.1023/a:1011353011837

http://dx.doi.org/10.1023/a:1008969830273

http://dx.doi.org/10.1023/a:1017988514716

http://dx.doi.org/10.1023/a:1022684924132

A recurrent self-organizing map for temporal sequence processing http://dx.doi.org/10.1007/bfb0020191

Adaptive brain interfaces http://dx.doi.org/10.1145/636772.636773

Brain-computer interaction http://dx.doi.org/10.1145/1166253.1166255

Brain-Controlled Wheelchairs: A Robotic Architecture http://dx.doi.org/10.1109/mra.2012.2229936

Brain–machine interface: closer to therapeutic reality? http://dx.doi.org/10.1016/s0140-6736(12)62164-3

Combining brain-computer interfaces and assistive technologies: state-of-the-art and challenges http://dx.doi.org/10.3389/fnins.2010.00161

Efficient reinforcement learning of navigation strategies in an autonomous robot http://dx.doi.org/10.1016/b978-044482250-5/50014-1

Opportunistic Human Activity and Context Recognition http://dx.doi.org/10.1109/mc.2012.393

Temporal Processing of Brain Activity for the Recognition of EEG Patterns http://dx.doi.org/10.1007/3-540-46084-5_182

Stopping vs Resting state during motor imagery paradigm 10.1101/2021.06.15.448360

Ricardo Chavarriaga

Chavarriaga Ricardo

ORCID: 0000-0002-8879-2860

http://ricardo.chavarriaga.me