Kinect=IMU? Learning MIMO signal mappings to automatically translate activity recognition systems across sensor modalities
Banos, Oresti Calatroni, Alberto Damas, Miguel Pomares, Hector Rojas, Ignacio Sagha, Hesam Millan, Jose del R. Troester, Gerhard Chavarriaga, Ricardo Roggen, Daniel IEEE
Miguel Damas
Damas Miguel / Miguel Damas Hermoso
ORCID: 0000-0003-2599-8076
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Oresti Banos
Banos Oresti
ORCID: 0000-0001-5434-4253
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Window Size Impact in Human Activity Recognition 10.3390/s140406474
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Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition 10.1007/s11063-014-9395-0
Activity Recognition Based on a Multi-sensor Meta-classifier 10.1007/978-3-642-38682-4_24
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Hector Pomares
Pomares Hector
ORCID: 0000-0002-8528-828X
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Window Size Impact in Human Activity Recognition 10.3390/s140406474
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Comparison of different computational intelligent classifier to autonomously detect cardiac pathologies diagnosed by ECG 10.1109/ISDA.2013.6920753
A new adaptive fuzzy control policy against conventional methods. Statistical analysis of real time control performance 10.1109/ICoCS.2012.6458535
Decision Support System to Determine Intention to Use Mobile Payment Systems on Social Networks: A Methodological Analysis 10.1002/int.21749
Design, implementation and validation of a novel open framework for agile development of mobile health applications 10.1186/1475-925X-14-S2-S6
Comparing different machine learning and mathematical regression models to evaluate multiple sequence alignments 10.1016/j.neucom.2015.01.080
Smart Sensing Technologies for Personalised e-Coaching 10.3390/s18061751
On Incorporating Seasonal Information on Recursive Time Series Predictors 10.1007/978-3-540-74695-9_52
High-level context inference for human behavior identification 10.1007/978-3-319-26410-3_16
On-line adaptive fuzzy controller: Application of helicopter stabilization of the altitude of a helicopter 10.1109/CIMSA.2003.1227213
On the development of a real-time multi-sensor activity recognition system 10.1007/978-3-319-26410-3_17
SPIRA: an automatic system to support lower limb injury assessment 10.1007/s12652-018-0722-6
Towards general forms of interval type-2 fuzzy logic systems 10.1109/FUZZ-IEEE.2016.7737827
Rbf centers initialization using fuzzy clustering technique for function approximation problems 10.25102/fer.2005.02.03
First approach to automatic measurement of frontal plane projection angle during single leg landing based on depth video 10.1007/978-3-319-48746-5_5
PhysioDroid: Combining Wearable Health Sensors and Mobile Devices for a Ubiquitous, Continuous, and Personal Monitoring 10.1155/2014/490824
CoVidAffect, real-time monitoring of mood variations following the COVID-19 outbreak in Spain 10.1038/s41597-020-00700-1
Join and Meet Operations for Type-2 Fuzzy Sets with Nonconvex Secondary Memberships 10.1109/TFUZZ.2015.2489242
Prediction of energy consumption in a NSGA-II-based evolutionary algorithm 10.1145/3205651.3205766
Modeling the EUR/USD index using LS-SVM and performing variable selection 10.1007/978-3-319-19222-2_14
MDurance: A novel mobile health system to support trunk endurance assessment 10.3390/s150613159
MIMU-Wear: Ontology-based sensor selection for real-world wearable activity recognition 10.1016/j.neucom.2016.09.125
Development of a platform for the exchange of bio-datasets with integrated opportunities for artificial intelligence using MatLab 10.1109/ICoCS.2015.7483278
Towards a framework for singleton general forms of interval type-2 fuzzy systems 10.1007/978-3-319-52962-2_1
Toward a Fuzzy Logic System Based on General Forms of Interval Type-2 Fuzzy Sets 10.1109/TFUZZ.2019.2898582
An ontology for dynamic sensor selection in wearable activity recognition 10.1007/978-3-319-16480-9_15
Ontological modeling of motivational messages for physical activity coaching 10.1145/3154862.3154926
An Efficient Framework to Detect and Avoid Driver Sleepiness Based on YOLO with Haar Cascades and an Intelligent Agent 10.1007/978-3-030-20518-8_58
Automatic 2d motion capture system for joint angle measurement 10.1007/978-3-319-59147-6_7
Ontology-based high-level context inference for human behavior identification 10.3390/s16101617
A hierarchical classification for the selection of the most suitable multiple sequence alignment methodology 10.2174/157489361002150518145112
First Approach to Automatic Performance Status Evaluation and Physical Activity Recognition in Cancer Patients 10.1109/IUCC-CSS.2016.024
Analysis of the Innovation Outputs in mHealth for Patient Monitoring 10.1109/IUCC-CSS.2016.025
The non-singleton fuzzification operation for general forms of interval type-2 fuzzy logic systems 10.1109/FUZZ-IEEE.2017.8015414
Automatic mapping of motivational text messages into ontological entities for smart coaching applications 10.1007/978-3-319-67585-5_36
Smartphone-based platform for affect monitoring through flexibly managed experience sampling methods 10.3390/s19153430
mHealthDroid: A novel framework for agile development of mobile health applications 10.1007/978-3-319-13105-4_14
Multiwindow fusion for wearable activity recognition 10.1007/978-3-319-19222-2_24
Ontological sensor selection for wearable activity recognition 10.1007/978-3-319-19222-2_25
Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows 10.1007/978-3-030-20521-8_30
From adaptive to evolving fuzzy control policy: Critical processing steps and configuration 10.1109/ICoCS.2015.7483220
Facilitating trunk endurance assessment by means of mobile health technologies 10.1145/2800835.2800899
Evolutive identification of fuzzy systems for time-series prediction 10.1007/3-540-45712-7_50
ATOPE+: An mHealth System to Support Personalized Therapeutic Exercise Interventions in Patients With Cancer 10.1109/ACCESS.2021.3049398
Monitoring Internal Load with a Mobile App in Professional Soccer Players after the COVID-19 Lockdown (Readiness Soccer): Observational Study (Preprint) 10.2196/preprints.30728
Deep Learning Based Neural Network for Six-Class-Classification of Alzheimer’s Disease Stages Based on MRI Images 10.1007/978-3-030-85030-2_2
Daniel Roggen
Roggen Daniel
ORCID: 0000-0001-8033-6417
Enabling Reproducible Research in Sensor-Based Transportation Mode Recognition With the Sussex-Huawei Dataset 10.1109/ACCESS.2019.2890793
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
Wearable electric potential sensing: A new modality sensing hair touch and restless leg movement 10.1145/2968219.2968286
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
Towards the correlation between human hydration and the electrical activity of the heart using Electric Potential Sensors 10.1109/SAS.2015.7133644
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
Using mobile technology and a participatory sensing approach for crowd monitoring and management during large-scale mass gatherings 10.1007/978-3-642-36614-7_4
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
SMASH: A distributed sensing and processing garment for the classification of upper body postures 10.4108/ICST.BODYNETS2008.2955
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
Theme issue from ISWC 2013 10.1007/s00779-014-0814-z
Hardware spiking neural network with run-time reconfigurable connectivity in an autonomous robot 10.1109/EH.2003.1217666
A morphogenetic evolutionary system: Phylogenesis of the poetic circuit 10.1007/3-540-36553-2_14
Ontogenetic development and fault tolerance in the POEtic tissue 10.1007/3-540-36553-2_13
CoenoSense: A framework for real-time detection and visualization of collective behaviors in human crowds by tracking mobile devices 10.1007/978-3-319-00395-5_46
ActionSLAM on a smartphone: At-home tracking with a fully wearable system 10.1109/IPIN.2013.6817874
Signal processing technologies for activity-aware smart textiles 10.1533/9780857093530.2.329
Exploration of head gesture control for hearing instruments 10.1504/IJAHUC.2014.064858
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
Incorporating the rehabilitation of parkinson's disease in the play for health platform using a body area network 10.1007/978-3-319-00846-2_366
ISWC 2013 - Wearables Are Here to Stay 10.1109/MPRV.2014.11
5th Int. Workshop on human activity sensing corpus and applications (HASCA): Towards open-ended context awareness 10.1145/3123024.3124410
International workshop on human activity sensing corpus and its application (HASCA2015) 10.1145/2800835.2801621
Benchmarking deep classifiers on mobile devices for vision-based transportation recognition 10.1145/3341162.3344849
Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019 10.1145/3341162.3344872
WLCSSCUDA: A CUDA accelerated template matching method for gesture recognition 10.1145/3341163.3347718
A case study for human gesture recognition from poorly annotated data 10.1145/3267305.3267508
Human and machine recognition of transportation modes from body-worn camera images 10.1109/ICIEV.2019.8858537
Sound-based Transportation Mode Recognition with Smartphones 10.1109/ICASSP.2019.8682917
Benchmarking the SHL recognition challenge with classical and deep-learning pipelines 10.1145/3267305.3267531
Poster abstract: A versatile annotated dataset for multimodal locomotion analytics with mobile devices 10.1145/3131672.3136976
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
Transportation Mode Recognition Fusing Wearable Motion, Sound, and Vision Sensors 10.1109/JSEN.2020.2987306
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
Summary of the sussex-huawei locomotion-transportation recognition challenge 2020 10.1145/3410530.3414341
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
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
Single trial prediction of self-paced reaching directions from EEG signals 10.3389/fnins.2014.00222
The use of intracranial recordings to decode human language: Challenges and opportunities 10.1016/j.bandl.2016.06.003
A brain-controlled exoskeleton with cascaded event-related desynchronization classifiers 10.1016/j.robot.2016.10.005
Action Monitoring Cortical Activity Coupled to Submovements 10.1523/ENEURO.0241-17.2017
Freeing the visual channel by exploiting vibrotactile BCI feedback 10.1109/EMBC.2013.6610195
A hybrid BCI for enhanced control of a telepresence robot 10.1109/EMBC.2013.6610196
Minimizing calibration time using inter-subject information of single-trial recognition of error potentials in brain-computer interfaces 10.1109/IEMBS.2011.6091572
Towards noninvasive hybrid brain-computer interfaces: Framework, practice, clinical application, and beyond 10.1109/JPROC.2015.2411333
Harnessing Prefrontal Cognitive Signals for Brain–Machine Interfaces 10.1016/j.tibtech.2017.03.008
Towards independence: A BCI telepresence robot for people with severe motor disabilities 10.1109/JPROC.2015.2419736
Errare machinale est: The use of error-related potentials in brain-machine interfaces 10.3389/fnins.2014.00208
Corticospinal neuroprostheses to restore locomotion after spinal cord injury 10.1016/j.neures.2013.10.001
Context-aware adaptive spelling in motor imagery BCI 10.1088/1741-2560/13/3/036018
Quantification and reduction of visual load during BCI operation 10.1109/smc.2014.6974352
Electrically Assisted Movement Therapy in Chronic Stroke Patients With Severe Upper Limb Paresis: A Pilot, Single-Blind, Randomized Crossover Study 10.1016/j.apmr.2017.02.020
Brain-actuated gait trainer with visual and proprioceptive feedback 10.1088/1741-2552/aa7df9
Single trial analysis of slow cortical potentials: A study on anticipation related potentials 10.1088/1741-2560/10/3/036014
Reinforcement learning of goal-directed obstacle-avoiding reaction strategies in an autonomous mobile robot 10.1016/0921-8890(95)00021-7
BMI: Lessons from tests with impaired users 10.1109/iww-BCI.2014.6782550
Ensemble creation and reconfiguration for activity recognition: An information theoretic approach 10.1109/ICSMC.2011.6084090
Detection of movement related cortical potential: Effects of causal vs. non-causal processing 10.1109/EMBC.2016.7592029
Long-Term Stable Control of Motor-Imagery BCI by a Locked-In User Through Adaptive Assistance 10.1109/TNSRE.2016.2645681
Classification of upper limb center-out reaching tasks by means of EEG-based continuous decoding techniques 10.1186/s12984-017-0219-0
A local neural classifier for the recognition of EEG patterns associated to mental tasks 10.1109/TNN.2002.1000132
Brain-controlled devices: The perception-action closed loop 10.1109/IWW-BCI.2016.7457451
Brain-controlled telepresence robot by motor-disabled people 10.1109/IEMBS.2011.6091049
Subject-oriented training for motor imagery brain-computer interfaces 10.1109/EMBC.2014.6943826
Phase-based features for motor imagery brain-computer interfaces 10.1109/IEMBS.2011.6090712
On the use of brain decoded signals for online user adaptive gesture recognition systems 10.1007/978-3-642-12654-3_25
Decoding fast-paced error-related potentials in monitoring protocols 10.1109/EMBC.2015.7318560
Neural networks for robust classification of mental tasks 10.1109/IEMBS.2000.897996
Detecting intention to grasp during reaching movements from EEG 10.1109/EMBC.2015.7318561
Superposition model for Steady State Visually Evoked Potentials 10.1109/SMC.2016.7844937
Detecting and rectifying anomalies in body sensor networks 10.1109/BSN.2011.34
Brain-computer interfaces and visual activity 10.4018/978-1-4666-4422-9.ch081
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
Control strategies for active lower extremity prosthetics and orthotics: A review 10.1186/1743-0003-12-1
Brain-Computer Interfaces 10.1002/9781118628522.ch12
Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials 10.1007/s11036-017-0942-6
Transferring brain-computer interfaces beyond the laboratory: Successful application control for motor-disabled users 10.1016/j.artmed.2013.08.004
Anticipation- and error-related EEG signals during realistic human-machine interaction: A study on visual and tactile feedback 10.1109/EMBC.2012.6347537
The effect of multimodal and enriched feedback on SMR-BCI performance 10.1016/j.clinph.2015.06.004
The birth of the brain-controlled wheelchair 10.1109/IROS.2012.6386299
Stream fusion for multi-stream automatic speech recognition 10.1007/s10772-016-9357-1
Improving Skills and Perception in Robot Navigation by an Augmented Virtuality Assistance System 10.1007/s10846-014-0038-5
An online EEG BCI based on covert visuospatial attention in absence of exogenous stimulation 10.1088/1741-2560/10/5/056007
Modular organization of reaching and grasping movements investigated using EEG microstates 10.1109/EMBC.2014.6944029
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
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
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
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
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
Ignacio Rojas
Rojas Ignacio
ORCID: 0000-0002-1033-5635
A NEW ADAPTIVE AND SELF ORGANIZING FUZZY POLICY TO ENHANCE THE REAL TIME CONTROL PERFORMANCE 10.1080/18756891.2013.865403
Advances in bioinformatics and biomedical engineering - special issue of IWBBIO 2013 10.1186/1742-4682-11-s1-i1
Dealing with the Effects of Sensor Displacement in Wearable Activity Recognition 10.3390/s140609995
Fast Feature Selection in a GPU Cluster Using the Delta Test 10.3390/e16020854
Window Size Impact in Human Activity Recognition 10.3390/s140406474
Advances in computational intelligence 10.1007/s00500-012-0899-0
Ambient Assisted Living Devices Interoperability Based on OSGi and the X73 Standard 10.1089/tmj.2012.0052
An effective, practical and low computational cost framework for the integration of heterogeneous data to predict functional associations between proteins by means of Artificial Neural Networks 10.1016/j.neucom.2012.11.040
Classification of MRI images for Alzheimer's disease detection 10.1109/SocialCom.2013.127
Intelligent systems to autonomously classify several arrhythmia using information from ECG 10.1109/SocialCom.2013.168
Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems 10.1109/tfuzz.2012.2236096
New Online Self-Evolving Neuro Fuzzy controller based on the TaSe-NF model 10.1016/j.ins.2012.02.041
Optimizing multiple sequence alignments using a genetic algorithm based on three objectives: structural information, non-gaps percentage and totally conserved columns 10.1093/bioinformatics/btt360
Predicting the accuracy of multiple sequence alignment algorithms by using computational intelligent techniques 10.1093/nar/gks919
Using cited references to improve the retrieval of related biomedical documents 10.1186/1471-2105-14-113
A deterministic model selection scheme for incremental RBFNN construction in time series forecasting 10.1007/s00521-010-0466-5
An enhanced clustering function approximation technique for a radial basis function neural network 10.1016/j.mcm.2011.07.010
Daily living activity recognition based on statistical feature quality group selection 10.1016/j.eswa.2012.01.164
EVALUATING FLUORESCENCE ILLUMINATION TECHNIQUES FOR SKIN LESION DIAGNOSIS 10.1080/08839514.2012.701450
Intelligent decision-making systems for the diagnosis of Alzheimer's disease using MR images 10.1016/j.ijpsycho.2012.07.080
On the Use of Sensor Fusion to Reduce the Impact of Rotational and Additive Noise in Human Activity Recognition 10.3390/s120608039
Selecting Negative Samples for PPI Prediction Using Hierarchical Clustering Methodology 10.1155/2012/897289
Using machine learning techniques and genomic/proteomic information from known databases for defining relevant features for PPI classification 10.1016/j.compbiomed.2012.01.010
A heuristic method for parameter selection in LS-SVM: Application to time series prediction 10.1016/j.ijforecast.2010.02.007
A New Methodology for the Online Adaptation of Fuzzy Self-Structuring Controllers 10.1109/TFUZZ.2011.2112369
Accelerating network applications by distributed interfaces on heterogeneous multiprocessor architectures 10.1007/s11227-011-0586-4
GENERATING BALANCED LEARNING AND TEST SETS FOR FUNCTION APPROXIMATION PROBLEMS 10.1142/S0129065711002791
Global and local modelling in RBF networks 10.1016/j.neucom.2011.03.027
Improving IPS by network processors 10.1007/s11227-011-0558-8
Method for prediction of protein-protein interactions in yeast using genomics/proteomics information and feature selection 10.1016/j.neucom.2011.03.025
The TaSe-NF model for function approximation problems: Approaching local and global modelling 10.1016/j.fss.2010.10.009
Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem 10.1016/j.eswa.2009.11.056
Design of specific-to-problem kernels and use of kernel weighted K-nearest neighbours for time series modelling 10.1016/j.neucom.2009.11.029
Modifications in saccadic pulse and step components in Cuban ataxia SCA2 patients 10.1016/j.ijpsycho.2010.06.060
New method for instance or prototype selection using mutual information in time series prediction 10.1016/j.neucom.2009.11.031
Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks 10.1007/s00521-009-0327-2
A Data Mining Approach Based on a Local-Global Fuzzy Modelling for Prediction of Color Change after Tooth Bleaching using Vita Classical Shades 10.1109/ISDA.2009.100
A Multi-threaded network interface using network processors 10.1109/.57
INTELLIGENT SYSTEM BASED ON GENETIC PROGRAMMING FOR ATRIAL FIBRILLATION CLASSIFICATION 10.1080/08839510903363420
Parallel multiobjective memetic RBFNNs design and feature selection for function approximation problems 10.1016/j.neucom.2008.12.037
Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks 10.1109/ISDA.2009.251
Hybridization of intelligent techniques and ARIMA models for time series prediction 10.1016/j.fss.2007.11.003
Soft-computing techniques and ARMA model for time series prediction 10.1016/j.neucom.2007.07.018
Studying possibility in a clustering algorithm for RBFNN design for function approximation 10.1007/s00521-007-0134-6
A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks 10.1007/s00500-006-0128-9
Genetic fuzzy systems: What's next? An introduction to the special section 10.1109/TFUZZ.2007.900902
Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms 10.1016/j.ijar.2006.02.006
Multigrid-based fuzzy systems for time series prediction: CATS competition 10.1016/j.neucom.2006.09.014
Output value-based initialization for radial basis function neural networks 10.1007/s11063-007-9039-8
Recursive prediction for long term time series forecasting using advanced models 10.1016/j.neucom.2006.04.015
Using fuzzy logic to improve a clustering technique for function approximation 10.1016/j.neucom.2006.06.017
Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time 10.1016/j.fss.2006.03.006
Multi-objective evolution of fuzzy systems 10.1007/s00500-005-0003-0
Neogene tectonic evolution of the Gibraltar Arc: New paleomagnetic constrains from the Betic chain 10.1016/j.epsl.2006.08.012
Self-adaptive robot control using fuzzy logic 10.1109/AMC.2006.1631743
Soft-computing techniques for the development of adaptive helicopter flight controller 10.1109/AMC.2006.1631747
TaSe, a Taylor Series-based fuzzy system model that combines interpretability and accuracy 10.1016/j.fss.2005.01.012
Blind source separation in post-nonlinear mixtures using competitive learning, simulated annealing, and a genetic algorithm 10.1109/TSMCC.2004.833297
Online global learning in direct fuzzy controllers 10.1109/TFUZZ.2004.825081
Evolving two-dimensional fuzzy systems 10.1016/S0165-0114(02)00483-9
Multiobjective evolutionary optimization of the size, shape, and position parameters of radial basis function networks for function approximation 10.1109/TNN.2003.820657
A new clustering technique for function approximation 10.1109/72.977289
A two-stage approach to self-learning direct fuzzy controllers 10.1016/S0888-613X(01)00068-8
Statistical analysis of the main parameters involved in the design of a genetic algorithm 10.1109/TSMCC.2002.1009128
Statistical analysis of the parameters of a neuro-genetic algorithm 10.1109/TNN.2002.804281
Structure identification in complete rule-based fuzzy systems 10.1109/TFUZZ.2002.1006438
Time series analysis using normalized PG-RBF network with regression weights 10.1016/S0925-2312(01)00338-1
Web newspaper layout optimization using simulated annealing 10.1109/TSMCB.2002.1033189
Multidimensional and multideme genetic algorithms for the construction of fuzzy systems 10.1016/S0888-613X(00)00070-0
Optimization of web newspaper layout in real time 10.1016/S1389-1286(01)00158-X
A quantitative study of fault tolerance, noise immunity, and generalization ability of MLPs 10.1162/089976600300014782
A systematic approach to a self-generating fuzzy rule-table for function approximation 10.1109/3477.846232
Analysis of the functional block involved in the design of radial basis function networks 10.1023/A:1009621931185
Competitive and temporal inhibition structures with spiking neurons 10.1023/A:1009611609606
Improving the tolerance of multilayer perceptrons by minimizing the statistical sensitivity to weight deviations 10.1016/S0925-2312(99)00150-2
Obtaining fault tolerant multilayer perceptrons using an explicit regularization 10.1023/A:1009698206772
Self-organized fuzzy system generation from training examples 10.1109/91.824763
Short-term prediction of chaotic time series by using RBF network with regression weights. 10.1142/S0129065700000351
A new measurement of noise immunity and generalization ability for MLPs. 10.1142/S0129065799000551
An accurate measure for multilayer perceptron tolerance to weight deviations 10.1023/A:1018733418248
Implementation of adaptable and hierarchical fuzzy T-norm 10.1049/el:19991415
New methodology for the development of adaptive and self-learning fuzzy controllers in real time 10.1016/S0888-613X(99)00008-0
Statistical analysis of the main parameters in the fuzzy inference process 10.1016/S0165-0114(97)00153-X
Stimulus correlation and adaptive motion detection using spiking neurons. 10.1142/S0129065799000526
Analysis of the operators involved in the definition of the implication functions and in the fuzzy inference process 10.1016/S0888-613X(98)10016-6
Area efficient implementations of fixed-template CNN's 10.1109/81.721262
Compact CMOS fuzzy controllers using the normalised product of adaptive membership functions 10.1049/el:19970126
CURRENT-MODE ANALOG DEFUZZIFIER 10.1049/el:19930498
Advances and New Perspectives in Medicinal Chemistry Engineering and Bioinformatics (from IWBBIO 2015) 10.2174/156802661714170406224407
Identification of gene expression profiling associated with erlotinib-related skin toxicity in pancreatic adenocarcinoma patients 10.1016/j.taap.2016.10.003
Join and Meet Operations for Type-2 Fuzzy Sets With Nonconvex Secondary Memberships 10.1109/tfuzz.2015.2489242
Main findings and advances in biomedical engineering and bioinformatics from IWBBIO 2015 10.1186/s12938-016-0187-9
Neural networks: An overview of early research, current frameworks and new challenges 10.1016/j.neucom.2016.06.014
Ontology-Based High-Level Context Inference for Human Behavior Identification 10.3390/s16101617
Recent Advances in Bioinformatics and Biomedical Engineering (Selected Articles from IWBBIO 2014) 10.2174/157489361104160817221822
Comparing different machine learning and mathematical regression models to evaluate multiple sequence alignments 10.1016/j.neucom.2015.01.080
Design, implementation and validation of a novel open framework for agile development of mobile health applications 10.1186/1475-925x-14-s2-s6
MIMU-Wear: Ontology-based sensor selection for real-world wearable activity recognition 10.1016/j.neucom.2016.09.125
Statistical Analysis of the Main Configuration Parameters of the Network Dynamic and Adaptive Radio Protocol (DARP) 10.3390/s17071502
Decision Support System to Determine Intention to Use Mobile Payment Systems on Social Networks: A Methodological Analysis 10.1002/int.21749
Fine-Tuning the DARP Wireless Sensor Routing Protocol 10.1007/978-3-319-48799-1_23
Advances in Artificial Neural Networks and Computational Intelligence Special Issue of IWANN 2013 10.1007/s11063-015-9419-4
High-Level Context Inference for Human Behavior Identification 10.1007/978-3-319-26410-3_16
mDurance: A Novel Mobile Health System to Support Trunk Endurance Assessment 10.3390/s150613159
Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition 10.1007/s11063-014-9395-0
Multiwindow Fusion for Wearable Activity Recognition 10.1007/978-3-319-19222-2_24
New trends in biomedical engineering and bioinformatics applied to biomedicine - special issue of IWBBIO 2014 10.1186/1475-925X-14-S2-I1
On the Development of a Real-Time Multi-sensor Activity Recognition System 10.1007/978-3-319-26410-3_17
Prognosis Relevance of Serum Cytokines in Pancreatic Cancer 10.1155/2015/518284
Special issue on advances in computational intelligence and machine learning (IWANN 2013) 10.1007/s00500-015-1683-8
Integrative multi-platform meta-analysis of gene expression profiles in pancreatic ductal adenocarcinoma patients for identifying novel diagnostic biomarkers 10.1371/journal.pone.0194844
Multiclass classification for skin cancer profiling based on the integration of heterogeneous gene expression series 10.1371/journal.pone.0196836
Breast Cancer Microarray and RNASeq Data Integration Applied to Classification 10.1007/978-3-319-59153-7_11
Combination of EEG Data Time and Frequency Representations in Deep Networks for Sleep Stage Classification 10.1007/978-3-319-63312-1_20
Deep Learning Using EEG Data in Time and Frequency Domains for Sleep Stage Classification 10.1007/978-3-319-59153-7_12
Integration of RNA-Seq data with heterogeneous microarray data for breast cancer profiling 10.1186/s12859-017-1925-0
Towards a Framework for Singleton General Forms of Interval Type-2 Fuzzy Systems 10.1007/978-3-319-52962-2_1
Modeling the EUR/USD Index Using LS-SVM and Performing Variable Selection 10.1007/978-3-319-19222-2_14
Ontological Sensor Selection for Wearable Activity Recognition 10.1007/978-3-319-19222-2_25
Performing Variable Selection by Multiobjective Criterion: An Application to Mobile Payment 10.1007/978-3-319-19222-2_28
Creation of a Database Including a Set of Biological Features Relaed to Protein Sequences and their Corresponding Alignments 10.1109/cbms.2014.136
PhysioDroid: Combining Wearable Health Sensors and Mobile Devices for a Ubiquitous, Continuous, and Personal Monitoring 10.1155/2014/490824
Transcriptional Profiling of Peripheral Blood in Pancreatic Adenocarcinoma Patients Identifies Diagnostic Biomarkers 10.1007/s10620-014-3291-3
Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems Across Sensor Modalities 10.1109/ISWC.2012.17
Multi-Objective Genetic Algorithms to Find Most Relevant Volumes of the Brain Related to Alzheimer's Disease and Mild Cognitive Impairment 10.1142/S0129065718500223
Mobile Health System for Evaluation of Breast Cancer Patients During Treatment and Recovery Phases 10.1007/978-3-319-56154-7_58
Ricardo Chavarriaga
Chavarriaga Ricardo
ORCID: 0000-0002-8879-2860
Latency correction of event-related potentials between different experimental protocols 10.1088/1741-2560/11/3/036005
Errare machinale est: The use of error-related potentials in brain-machine interfaces 10.3389/fnins.2014.00208
Unsupervised adaptation for acceleration-based activity recognition: Robustness to sensor displacement and rotation 10.1007/s00779-011-0493-y
Three-dimensional upper limb movement decoding from EEG signals 10.1109/IWW-BCI.2013.6506648
The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition 10.1016/j.patrec.2012.12.014
Steering timing prediction in a driving simulator task 10.1109/EMBC.2013.6611147
Single trial analysis of slow cortical potentials: A study on anticipation related potentials 10.1088/1741-2560/10/3/036014
Robust activity recognition combining anomaly detection and classifier retraining 10.1109/BSN.2013.6575491
Opportunistic human activity and context recognition 10.1109/MC.2012.393
On-line anomaly detection and resilience in classifier ensembles 10.1016/j.patrec.2013.02.014
Offline decoding of upper limb muscle synergies from EEG slow cortical potentials 10.1109/EMBC.2013.6610320
Making the most of context-awareness in brain-computer interfaces 10.1109/CYBConf.2013.6617459
Inferring driver's turning direction through detection of error related brain activity 10.1109/EMBC.2013.6609971
An Iterative Framework for EEG-based Image Search: Robust Retrieval with Weak Classifiers 10.1371/journal.pone.0072018
The timing of exploratory decision-making revealed by single-trial topographic EEGanalyses 10.1016/j.neuroimage.2012.01.136
The birth of the brain-controlled wheelchair 10.1109/IROS.2012.6386299
Self-paced movement intention detection from human brain signals: Invasive and non-invasive EEG 10.1109/EMBC.2012.6346665
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
Online modulation of the level of assistance in shared control systems 10.1109/ICSMC.2012.6378307
Latency correction of error potentials between different experiments reduces calibration time for single-trial classification 10.1109/EMBC.2012.6346667
Kinect=IMU? Learning MIMO signal mappings to automatically translate activity recognition systems across sensor modalities 10.1109/ISWC.2012.17
Improved recognition of error related potentials through the use of brain connectivity features 10.1109/EMBC.2012.6347541
Detection of self-paced reaching movement intention from EEG signals 10.3389/fneng.2012.00013
Detection of anticipatory brain potentials during car driving 10.1109/EMBC.2012.6346802
Anticipation- and error-related EEG signals during realistic human-machine interaction: A study on visual and tactile feedback 10.1109/EMBC.2012.6347537
Unsupervised adaptation to on-body sensor displacement in acceleration-based activity recognition 10.1109/ISWC.2011.11
Single trial recognition of anticipatory slow cortical potentials: The role of spatio-spectral filtering 10.1109/NER.2011.5910573
Minimizing calibration time using inter-subject information of single-trial recognition of error potentials in brain-computer interfaces 10.1109/IEMBS.2011.6091572
Learning user habits for semi-autonomous navigation using low throughput interfaces 10.1109/ICSMC.2011.6083633
Ensemble creation and reconfiguration for activity recognition: An information theoretic approach 10.1109/ICSMC.2011.6084090
Dynamic quantification of activity recognition capabilities in opportunistic systems 10.1109/VETECS.2011.5956356
Detecting anomalies to improve classification performance in opportunistic sensor networks 10.1109/PERCOMW.2011.5766860
Detecting and rectifying anomalies in body sensor networks 10.1109/BSN.2011.34
Cortical current density vs. surface EEG for event-related potential-based Brain-Computer Interface 10.1109/NER.2011.5910578
Combining discriminant and topographic information in BCI: Preliminary results on stroke patients 10.1109/NER.2011.5910544
Benchmarking classification techniques using the opportunity human activity dataset 10.1109/ICSMC.2011.6083628
Activity recognition in opportunistic sensor environments 10.1016/j.procs.2011.09.003
A hybrid brain-computer interface based on the fusion of electroencephalographic and electromyographic activities 10.1088/1741-2560/8/2/025011
Path planning versus cue responding: A bio-inspired model of switching between navigation strategies 10.1007/s00422-010-0400-z
On the use of brain decoded signals for online user adaptive gesture recognition systems 10.1007/978-3-642-12654-3_25
Multimodal fusion of muscle and brain signals for a Hybrid-BCI 10.1109/IEMBS.2010.5626233
Minimal model of strategy switching in the plus-maze navigation task 10.1007/978-3-642-15193-4_37
Learning from EEG error-related potentials in noninvasive brain-computer interfaces 10.1109/TNSRE.2010.2053387
Collecting complex activity datasets in highly rich networked sensor environments 10.1109/INSS.2010.5573462
Brain-coupled interaction for semi-autonomous navigation of an assistive robot 10.1016/j.robot.2010.05.010
Analyzing interactions between cue-guided and place-based navigation with a computational model of action selection: Influence of sensory cues and training 10.1007/978-3-642-15193-4_32
Adaptation of hybrid human-computer interaction systems using EEG error-related potentials 10.1109/IEMBS.2010.5627376
OPPORTUNITY: Towards opportunistic activity and context recognition systems 10.1109/WOWMOM.2009.5282442
Is There a Geometric Module for Spatial Orientation? Insights From a Rodent Navigation Model 10.1037/a0016170
Fast recognition of anticipation-related potentials 10.1109/TBME.2008.2005486
EEG error-related potentials detection with a Bayesian filter 10.1109/NER.2009.5109393
Discriminative channel selection method for the recognition of anticipation related potentials from CCD estimated cortical activity 10.1109/MLSP.2009.5306216
Anticipation based Brain-Computer Interfacing (aBCI) 10.1109/NER.2009.5109332
Non-invasive brain-machine interaction 10.1142/S0218001408006600
Characterizing the EEG correlates of exploratory behavior 10.1109/TNSRE.2008.926712
Analyzing interactions between navigation strategies using a computational model of action selection 10.1007/978-3-540-87601-4_8
A comparative psychophysical and EEG study of different feedback modalities for HRI 10.1145/1349822.1349829
Non-invasive brain-actuated interaction 10.1007/978-3-540-75555-5_42
Adaptive sensory processing for efficient place coding 10.1016/j.neucom.2005.12.078
Spatial representation and navigation in a bio-inspired robot 10.1007/11521082_15
Robust self-localisation and navigation based on hippocampal place cells 10.1016/j.neunet.2005.08.012
Competition between cue response and place response: A model of rat navigation behaviour 10.1080/09540090500138093
A computational model of parallel navigation systems in rodents 10.1385/NI:3:3:223
Discriminant brain connectivity patterns of performance monitoring at average and single-trial levels 10.1016/j.neuroimage.2015.07.012
Teaching brain-machine interfaces as an alternative paradigm to neuroprosthetics control 10.1038/srep13893
Quantifying electrode reliability during brain-computer interface operation 10.1109/TBME.2014.2366554
Quantifying the time for accurate EEG decoding of single value-based decisions 10.1016/j.jneumeth.2014.09.029
BCI and motion capture technologies for rehabilitation based on videogames 10.1109/GHTC.2014.6970312
Application of hybrid BCI and exergames for balance rehabilitation after stroke 10.1145/2663806.2671211
Prediction of command delivery time for BCI 10.1109/smc.2014.6974127
Multidisciplinary design of suitable assistive technologies for motor disabilities in Colombia 10.1109/GHTC.2014.6970310
EEG correlates of active visual search during simulated driving: An exploratory study 10.1109/smc.2014.6974355
A brain-controlled exoskeleton with cascaded event-related desynchronization classifiers 10.1016/j.robot.2016.10.005
Classification of upper limb center-out reaching tasks by means of EEG-based continuous decoding techniques 10.1186/s12984-017-0219-0
Heading for new shores! Overcoming pitfalls in BCI design 10.1080/2326263X.2016.1263916
Brain-actuated gait trainer with visual and proprioceptive feedback 10.1088/1741-2552/aa7df9
Differential contributions of subthalamic beta rhythms and neural noise to Parkinson motor symptoms 10.1101/312819
Decoding Neural Correlates of Cognitive States to Enhance Driving Experience 10.1109/TETCI.2018.2848289
EEG-Based Lower-Limb Movement Onset Decoding: Continuous Classification and Asynchronous Detection 10.1109/TNSRE.2018.2855053
Differential contributions of subthalamic beta rhythms and 1/f broadband activity to motor symptoms in Parkinson’s disease 10.1038/s41531-018-0068-y
Workshops of the seventh international brain-computer interface meeting: not getting lost in translation 10.1080/2326263X.2019.1697163
Turning negative into positives! Exploiting ‘negative’ results in Brain–Machine Interface (BMI) research 10.1080/2326263X.2019.1697143
Uncovering EEG Correlates of Covert Attention in Soccer Goalkeepers: Towards Innovative Sport Training Procedures 10.1038/s41598-020-58533-2
Spatial covariance improves BCI performance for late ERPs components with high temporal variability 10.1088/1741-2552/ab95eb
User Adaptation to Closed-Loop Decoding of Motor Imagery Termination 10.1109/TBME.2020.3001981
Mobile brain/body imaging of landmark-based navigation with high-density EEG 10.1101/2021.01.13.426330
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
Mobile brain/body imaging of landmark‐based navigation with high‐density EEG 10.1111/ejn.15190
Stopping vs Resting state during motor imagery paradigm 10.1101/2021.06.15.448360