Venet Osmani

发表

Stress Modelling Using Transfer Learning in Presence of Scarce Data

Oscar Mayora-Ibarra, Pablo Hernandez-Leal, Alban Maxhuni, 2015, AmIHEALTH.

AID-ME: Automatic identification of dressing failures through monitoring of patients and activity Evaluation

Oscar Mayora-Ibarra, James M. Rehg, Venet Osmani, 2010, 2010 4th International Conference on Pervasive Computing Technologies for Healthcare.

Monitoring activity of patients with bipolar disorder using smart phones

Oscar Mayora-Ibarra, Paul Lukowicz, Alban Maxhuni, 2013, MoMM '13.

Smart Phone Sensing to Examine Effects of Social Interactions and Non-sedentary Work Time on Mood Changes

Oscar Mayora-Ibarra, Venet Osmani, Aleksandar Matic, 2011, CONTEXT.

Speech activity detection using accelerometer

Oscar Mayora-Ibarra, Venet Osmani, Aleksandar Matic, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Smartphones in Mental Health: Detecting Depressive and Manic Episodes

Venet Osmani, V. Osmani, 2015, IEEE Pervasive Computing.

Mobile phones as medical devices in mental disorder treatment: an overview

Oscar Mayora-Ibarra, Paul Lukowicz, Franz Gravenhorst, 2014, Personal and Ubiquitous Computing.

SENSING SOCIAL INTERACTIONS USING NON -VISUAL AND NON -AUDITORY MOBILE SOURCES , MAXIMIZING PRIVACY AND MINIMIZING OBTRUSIVENESS

Imrich Chlamtac, Venet Osmani, Oscar Mayora, 2012 .

Benchmarking machine learning models on eICU critical care dataset pdf

Venet Osmani, Vevake Balaraman, Seyedmostafa Sheikhalishahi, 2019, ArXiv.

Virtual uniforms: using sound frequencies for grouping individuals

Oscar Mayora-Ibarra, Alban Maxhuni, Venet Osmani, 2013, UbiComp.

Sensor monitoring in the home

Paul Lukowicz, Mary Czerwinski, Ben Kröse, 2013 .

Comm2Sense: Detecting proximity through smartphones

Iacopo Carreras, Venet Osmani, Aleksandar Matic, 2012, 2012 IEEE International Conference on Pervasive Computing and Communications Workshops.

Blood lactate concentration prediction in critical care patients: handling missing values pdf

Venet Osmani, Mahshid Majd, Behrooz Mamandipoor, 2019, ArXiv.

Mobile Health Systems for Bipolar Disorder: The Relevance of Non-Functional Requirements in MONARCA Project

Alessandro Puiatti, Oscar Mayora-Ibarra, Franz Gravenhorst, 2014, Int. J. Handheld Comput. Res..

Context driven, user-centric access control for smart spaces

Brendan Jennings, Venet Osmani, Michael White, 2005 .

A Bayesian Network and Rule-Base Approach Towards Activity Inference

Venet Osmani, Dmitri Botvich, Sasitharan Balasubramaniam, 2007, 2007 IEEE 66th Vehicular Technology Conference.

FM radio for indoor localization with spontaneous recalibration

Oscar Mayora-Ibarra, Venet Osmani, Aleksandar Matic, 2010, Pervasive Mob. Comput..

Self-organising object networks using context zones for distributed activity recognition

Venet Osmani, Dmitri Botvich, Sasitharan Balasubramaniam, 2007, BODYNETS.

From Ubiquitous Computing to Human Aware Networking: Exploiting the Know-how of Ubicomp Research for Improving Networked-User Experience

Oscar Mayora-Ibarra, Venet Osmani, 2014, ICCASA.

Stress modelling and prediction in presence of scarce data

Oscar Mayora-Ibarra, Pablo Hernandez-Leal, Alban Maxhuni, 2016, J. Biomed. Informatics.

Enabling prescription-based health apps

Oscar Mayora-Ibarra, Venet Osmani, Stefano Forti, 2017, PervasiveHealth.

Correlation between self-reported mood states and objectively measured social interactions at work: A pilot study

Oscar Mayora-Ibarra, Alban Maxhuni, Venet Osmani, 2011, 2011 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops.

Classification of bipolar disorder episodes based on analysis of voice and motor activity of patients

Oscar Mayora-Ibarra, Alban Maxhuni, Venet Osmani, 2016, Pervasive Mob. Comput..

Context? Yes, but to whom?

Venet Osmani, Sven van der Meer, 2005 .

Challenges and opportunities in evolving TreC personal health record platform

Oscar Mayora-Ibarra, Venet Osmani, Stefano Forti, 2017, PervasiveHealth.

Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluation

Venet Osmani, Behrooz Mamandipoor, Bernhard Wernly, 2020, Int. J. Medical Informatics.

Investigation of indoor localization with ambient FM radio stations

Oscar Mayora-Ibarra, Venet Osmani, Andrei Popleteev, 2012, 2012 IEEE International Conference on Pervasive Computing and Communications.

Smartphone apps usage patterns as a predictor of perceived stress levels at workplace pdf

Oscar Mayora-Ibarra, Venet Osmani, Raihana Ferdous, 2018, ArXiv.

Trade-offs in monitoring social interactions

Oscar Mayora-Ibarra, Venet Osmani, Aleksandar Matic, 2013, IEEE Communications Magazine.

Analysis of Social Interactions Through Mobile Phones

Oscar Mayora-Ibarra, Venet Osmani, Aleksandar Matic, 2012, Mob. Networks Appl..

Correlation of significant places with self-reported state of bipolar disorder patients

Oscar Mayora-Ibarra, Agnes Grünerbl, Paul Lukowicz, 2014, 2014 4th International Conference on Wireless Mobile Communication and Healthcare - Transforming Healthcare Through Innovations in Mobile and Wireless Technologies (MOBIHEALTH).

Using smart phone mobility traces for the diagnosis of depressive and manic episodes in bipolar patients

Oscar Mayora-Ibarra, Gernot Bahle, Paul Lukowicz, 2014, AH.

Automatic processing of Electronic Medical Records using Deep Learning

Oscar Mayora-Ibarra, Benjamin S. Glicksberg, Joel Dudley, 2018, PervasiveHealth.

RFID-Based System for Tracking People: Approaches to Tagging Demented Patients

Oscar Mayora-Ibarra, Venet Osmani, Aleksandar Matic, 2011, AMBI-SYS.

Mobile stress treatment: The interstress approach

Oscar Mayora-Ibarra, Venet Osmani, Rosa Maimone, 2012, 2012 6th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops.

Human activity recognition in pervasive health-care: Supporting efficient remote collaboration

Venet Osmani, Dmitri Botvich, Sasitharan Balasubramaniam, 2008, J. Netw. Comput. Appl..

A Distributed Hierarchical Structure for Object Networks Supporting Human Activity Recognition

Tao Gu, Venet Osmani, Sasitharan Balasubramaniam, 2006, MMNS.

UbiHealth 2010: the 5th international workshop on ubiquitous health and wellness

Giuseppe Riva, Venet Osmani, Jakob E. Bardram, 2010, UbiComp '10 Adjunct.

Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare

Paul Lukowicz, Venet Osmani, Andrew T. Campbell, 2013 .

Exploring the link between behaviour and health

Franz Gravenhorst, Amir Muaremi, Venet Osmani, 2015, Personal and Ubiquitous Computing.

Welcome message from the Editors

Venet Osmani, Asimina Kiourti, 2015, EAI Endorsed Trans. Pervasive Health Technol..

Multi-modal mobile sensing of social interactions

Oscar Mayora-Ibarra, Alban Maxhuni, Venet Osmani, 2012, 2012 6th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops.

Indoor positioning using FM radio signals

Venet Osmani, Oscar Mayora, V. Osmani, 2011 .

An Architecture Supporting Human Activity Recognition

Venet Osmani, Sasitharan Balasubramaniam, 2006 .

Smartphone-Based Recognition of States and State Changes in Bipolar Disorder Patients

Oscar Mayora-Ibarra, Agnes Grünerbl, Gernot Bahle, 2015, IEEE Journal of Biomedical and Health Informatics.

Tell me your apps and I will tell you your mood: correlation of apps usage with bipolar disorder state

Oscar Mayora-Ibarra, Venet Osmani, Jakob E. Bardram, 2014, PETRA '14.

Using Intermediate Models and Knowledge Learning to Improve Stress Prediction

Pablo Hernandez-Leal, Alban Maxhuni, Venet Osmani, 2017 .

Technologies to monitor cognitive decline a preliminary case study

Venet Osmani, Aleksandar Matic, V. Osmani, 2009, 2009 3rd International Conference on Pervasive Computing Technologies for Healthcare.

Detecting Walking in Synchrony Through Smartphone Accelerometer and Wi-Fi Traces

Oscar Mayora-Ibarra, Alban Maxhuni, Venet Osmani, 2014, AmI.

Mobile monitoring of formal and informal social interactions at workplace

Oscar Mayora-Ibarra, Venet Osmani, Aleksandar Matic, 2014, UbiComp Adjunct.

Benchmarking machine learning models on multi-centre eICU critical care dataset

Venet Osmani, Vevake Balaraman, Seyedmostafa Sheikhalishahi, 2020, PloS one.

Sedentary work style and heart rate variability: A short term analysis

Andrea Gaggioli, Giuseppe Riva, Venet Osmani, 2012, BIOSTEC 2012.

Smartphone app usage as a predictor of perceived stress levels at workplace

Oscar Mayora-Ibarra, Venet Osmani, Raihana Ferdous, 2015, 2015 9th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth).

An architecture for User-centric Management of Intelligent Environments

Brendan Jennings, Venet Osmani, Sven van der Meer, 2005 .

Processing of Electronic Health Records using Deep Learning: A review pdf

Oscar Mayora-Ibarra, Benjamin S. Glicksberg, Joel Dudley, 2018, ArXiv.

Human activity recognition supporting context-appropriate reminders for elderly

Daqing Zhang, Venet Osmani, Sasitharan Balasubramaniam, 2009, 2009 3rd International Conference on Pervasive Computing Technologies for Healthcare.

Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review

Fabio Rinaldi, Riccardo Miotto, Venet Osmani, 2019, JMIR medical informatics.

Unobtrusive Stress Assessment Using Smartphones

Alban Maxhuni, Venet Osmani, Eduardo F. Morales, 2020, IEEE Transactions on Mobile Computing.

A Pilot Study of Short-term Effects of Non-sedentary Behaviour on Mood Changes

Oscar Mayora-Ibarra, Venet Osmani, Aleksandar Matic, 2016, HEALTHINF.

Blood Lactate Concentration Prediction in Critical Care

Venet Osmani, Behrooz Mamandipoor, Monica Moz, 2020, MIE.

Mental health and the impact of ubiquitous technologies

Venet Osmani, Jakob E. Bardram, Bert Arnrich, 2013, Personal and Ubiquitous Computing.

Tuning to your position: FM radio based indoor localization with spontaneous recalibration

Oscar Mayora-Ibarra, Venet Osmani, Aleksandar Matic, 2010, 2010 IEEE International Conference on Pervasive Computing and Communications (PerCom).

FINDR: Low-Cost Indoor Positioning Using FM Radio

Oscar Mayora-Ibarra, Niko Kotilainen, Venet Osmani, 2009, MOBILWARE.

Automatic Stress Detection in Working Environments From Smartphones’ Accelerometer Data: A First Step

Oscar Mayora-Ibarra, Venet Osmani, Enrique Garcia-Ceja, 2015, IEEE Journal of Biomedical and Health Informatics.

Indoor Localization Using Audio Features of FM Radio Signals

Oscar Mayora-Ibarra, Venet Osmani, Andrei Popleteev, 2011, CONTEXT.

Investigating correlation between verbal interactions and perceived stress

Oscar Mayora-Ibarra, Venet Osmani, Jessica Beltrán-Márquez, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

An analysis of distance estimation to detect proximity in social interactions

Iacopo Carreras, Venet Osmani, Aleksandar Matic, 2013, Journal of Ambient Intelligence and Humanized Computing.

Context Management Support for Activity Recognition in Health-Care

Venet Osmani, Sasitharan Balasubramaniam, 2006 .

Detecting dressing failures using temporal–relational visual grammars

Oscar Mayora-Ibarra, Luis Enrique Sucar, Venet Osmani, 2018, J. Ambient Intell. Humaniz. Comput..

Indoor Positioning Using FM Radio

Oscar Mayora-Ibarra, Venet Osmani, Andrei Papliatseyeu, 2010, Int. J. Handheld Comput. Res..

Monitoring and detecting faults in wastewater treatment plants using deep learning

Venet Osmani, Seyedmostafa Sheikhalishahi, Behrooz Mamandipoor, 2020, Environmental Monitoring and Assessment.

Prediction of blood lactate values in critically ill patients: a retrospective multi-center cohort study

Venet Osmani, Leo Anthony Celi, David J. Stone, 2021, Journal of Clinical Monitoring and Computing.

Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation

Venet Osmani, Christian Jung, Malte Kelm, 2021, BMC Medical Informatics and Decision Making.

Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation

Paul W. Fieguth, Venet Osmani, Steven Hawken, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Automatic Sensing of Speech Activity and Correlation with Mood Changes

Venet Osmani, Aleksandar Matic, Oscar Mayora, 2013 .