Christian Poellabauer

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 86

Top Venues

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Rafael Trujillo, Enshi Zhang, John Michael Templeton, Christian Poellabauer
Predicting long-term sleep deprivation using wearable sensors and health surveys. Comput. Biol. Medicine 179 (2024)
Enshi Zhang, Rafael Trujillo, Christian Poellabauer
The MERSA Dataset and a Transformer-Based Approach for Speech Emotion Recognition. ACL (1) (2024)
Abhay Goyal, Roger Ho Chun Man, Roy Ka-Wei Lee, Koustuv Saha, Frederick L. Altice, Christian Poellabauer, Orestis Papakyriakopoulos, Lam Yin Cheung, Munmun De Choudhury, Kanica Allagh, Navin Kumar
Using Voice Data to Facilitate Depression Risk Assessment in Primary Health Care. WebSci (Companion) (2024)
Upeka De Silva, Samaneh Madanian, John Michael Templeton, Christian Poellabauer, Sandy Schneider, Ajit Narayanan
Design Concept of a Mental Health Monitoring Application with Explainable Assessments. ACIS (2023)
Enshi Zhang, Rafael Trujillo, John Michael Templeton, Christian Poellabauer
A Study on Mobile Crowd Sensing Systems for Healthcare Scenarios. IEEE Access 11 (2023)
Samaneh Madanian, Talen Chen, Olayinka Adeleye, John Michael Templeton, Christian Poellabauer, Dave Parry, Sandra L. Schneider
Speech emotion recognition using machine learning - A systematic review. Intell. Syst. Appl. 20 (2023)
Morteza Rahimi, Zeina Al Masry, John Michael Templeton, Sandra L. Schneider, Christian Poellabauer
Beyond Motor Symptoms: Toward a Comprehensive Grading of Parkinson's Disease Severity. BCB (2023)
Abhay Goyal, Nimay Parekh, Lam Yin Cheung, Koustuv Saha, Frederick L. Altice, Robin O'Hanlon, Roger Ho Chun Man, Chunki Fong, Christian Poellabauer, Honoria Guarino, Pedro Mateu-Gelabert, Navin Kumar
Predicting Opioid Use Outcomes in Minoritized Communities. BCB (2023)
Upeka De Silva, Sam Madanian, John Michael Templeton, Christian Poellabauer, Sandra L. Schneider, Dave Parry
Mental Health Monitoring: Design Concept of a Smartphone Application. MedInfo (2023)
Abhay Goyal, Nimay Parekh, Lam Yin Cheung, Koustuv Saha, Frederick L. Altice, Robin O'Hanlon, Roger Ho Chun Man, Christian Poellabauer, Honoria Guarino, Pedro Mateu-Gelabert, Navin Kumar
Predicting Opioid Use Outcomes in Minoritized Communities. CoRR (2023)
Yu Jiang, Christian Poellabauer
Medication Error Detection Using Contextual Language Models. CoRR (2022)
Samaneh Madanian, David Parry, Olayinka Adeleye, Christian Poellabauer, Farhaan Mirza, Shilpa Mathew, Sandy Schneider
Automatic Speech Emotion Recognition Using Machine Learning: Digital Transformation of Mental Health. PACIS (2022)
John Michael Templeton, Christian Poellabauer, Sandra L. Schneider
Using Wearable Devices to Mitigate Bias in Patient Reported Outcomes for Aging Populations. MobiHealth (2022)
John Michael Templeton, Christian Poellabauer, Sandra L. Schneider
Design of a neurocognitive digital health system (NDHS) for neurodegenerative diseases. DigiBiom@MobiSys (2021)
Jian Yang, Christian Poellabauer
SATSS: A Self-Adaptive Task Scheduling Scheme for Mobile Edge Computing. ICCCN (2021)
Sayanton V. Dibbo, Yugyeong Kim, Sudip Vhaduri, Christian Poellabauer
Visualizing College Students' Geo-Temporal Context-Varying Significant Phone Call Patterns. ICHI (2021)
Sudip Vhaduri, Christian Poellabauer
Opportunistic Discovery of Personal Places Using Multi-Source Sensor Data. IEEE Trans. Big Data 7 (2) (2021)
Yu Jiang, Christian Poellabauer
A Sequence-to-sequence Based Error Correction Model for Medical Automatic Speech Recognition. BIBM (2021)
Sudip Vhaduri, Sayanton V. Dibbo, Chih-You Chen, Christian Poellabauer
Predicting Next Call Duration: A Future Direction to Promote Mental Health in the Age of Lockdown. COMPSAC (2021)
John Michael Templeton, Christian Poellabauer, Sandra L. Schneider
The Case for Symptom-Specific Neurological Digital Biomarkers. MobiHealth (2021)
Shikang Liu, Fatemeh Vahedian, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic
Heterogeneous Network Approach to Predict Individuals' Mental Health. ACM Trans. Knowl. Discov. Data 15 (2) (2021)
Jian Yang, Christian Poellabauer, Pramita Mitra, Abhishek Sharma, Cynthia Neubecker, Arpita Chand
Generating contextual trajectories from user profiles. GeoSim@SIGSPATIAL (2020)
Yugyeong Kim, Sudip Vhaduri, Christian Poellabauer
Understanding College Students' Phone Call Behaviors Towards a Sustainable Mobile Health and Wellbeing Solution. CoRR (2020)
Yuan Gong, Jian Yang, Christian Poellabauer
Detecting Replay Attacks Using Multi-Channel Audio: A Neural Network-Based Method. CoRR (2020)
Shikang Liu, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic
The Power of Dynamic Social Networks to Predict Individuals' Mental Health. PSB (2020)
Chih-You Chen, Sudip Vhaduri, Christian Poellabauer
Estimating Sleep Duration from Temporal Factors, Daily Activities, and Smartphone Use. COMPSAC (2020)
Yuan Gong, Jian Yang, Christian Poellabauer
Detecting Replay Attacks Using Multi-Channel Audio: A Neural Network-Based Method. IEEE Signal Process. Lett. 27 (2020)
Jian Yang, Christian Poellabauer, Pramita Mitra, Cynthia Neubecker
Beyond beaconing: Emerging applications and challenges of BLE. Ad Hoc Networks 97 (2020)
John Michael Templeton, Christian Poellabauer, Sandra L. Schneider
Design of a Mobile-Based Neurological Assessment Tool for Aging Populations. MobiHealth (2020)
Louis Daudet, Christian Poellabauer, Sandra L. Schneider
Experiences in Designing a Mobile Speech-Based Assessment Tool for Neurological Diseases. MobiHealth (2020)
Yuan Gong, Boyang Li, Christian Poellabauer, Yiyu Shi
Real-Time Adversarial Attacks. CoRR (2019)
Shikang Liu, Fatemeh Vahedian, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic
Heterogeneous network approach to predict individuals' mental health. CoRR (2019)
Bryan (Ning) Xia, Yuan Gong, Yizhe Zhang, Christian Poellabauer
Second-order Non-local Attention Networks for Person Re-identification. CoRR (2019)
Yuan Gong, Boyang Li, Christian Poellabauer, Yiyu Shi
Real-Time Adversarial Attacks. IJCAI (2019)
Bryan Bryan, Yuan Gong, Yizhe Zhang, Christian Poellabauer
Second-Order Non-Local Attention Networks for Person Re-Identification. ICCV (2019)
Sudip Vhaduri, Christian Poellabauer
Summary: Multi-modal Biometric-based Implicit Authentication of Wearable Device Users. CoRR (2019)
Sudip Vhaduri, Christian Poellabauer
Multi-Modal Biometric-Based Implicit Authentication of Wearable Device Users. IEEE Trans. Inf. Forensics Secur. 14 (12) (2019)
Jian Yang, Christian Poellabauer, Pramita Mitra, Cynthia Neubecker
Beyond Beaconing: Emerging Applications and Challenges of BLE. CoRR (2019)
Yuan Gong, Jian Yang, Jacob Huber, Mitchell MacKnight, Christian Poellabauer
ReMASC: Realistic Replay Attack Corpus for Voice Controlled Systems. CoRR (2019)
Mehdi Golestanian, Christian Poellabauer
VariLoc: Path Loss Exponent Estimation and Localization Using Multi-Range Beaconing. IEEE Commun. Lett. 23 (4) (2019)
Shikang Liu, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic
The power of dynamic social networks to predict individuals' mental health. CoRR (2019)
Yuan Gong, Jian Yang, Jacob Huber, Mitchell MacKnight, Christian Poellabauer
ReMASC: Realistic Replay Attack Corpus for Voice Controlled Systems. INTERSPEECH (2019)
Sudip Vhaduri, Christian Poellabauer
Biometric-Based Wearable User Authentication During Sedentary and Non-sedentary Periods. CoRR (2018)
Pablo Sanabria, José I. Benedetto, H. Andrés Neyem, Jaime Navon, Christian Poellabauer
Code offloading solutions for audio processing in mobile healthcare applications: a case study. MOBILESoft@ICSE (2018)
Sudip Vhaduri, Christian Poellabauer
Opportunistic Discovery of Personal Places Using Smartphone and Fitness Tracker Data. ICHI (2018)
Yuan Gong, Christian Poellabauer
An Overview of Vulnerabilities of Voice Controlled Systems. CoRR (2018)
Yuan Gong, Christian Poellabauer
Towards Learning Fine-Grained Disentangled Representations from Speech. CoRR (2018)
Shikang Liu, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic
Network analysis of the NetHealth data: exploring co-evolution of individuals' social network positions and physical activities. Appl. Netw. Sci. 3 (1) (2018)
Yuan Gong, Christian Poellabauer
Impact of Aliasing on Deep CNN-Based End-to-End Acoustic Models. INTERSPEECH (2018)
Sudip Vhaduri, Christian Poellabauer
Hierarchical Cooperative Discovery of Personal Places from Location Traces. IEEE Trans. Mob. Comput. 17 (8) (2018)
José I. Benedetto, Guillermo Valenzuela, Pablo Sanabria, Andrés Neyem, Jaime Navón, Christian Poellabauer
MobiCOP: A Scalable and Reliable Mobile Code Offloading Solution. Wirel. Commun. Mob. Comput. 2018 (2018)
Sudip Vhaduri, Christian Poellabauer
Impact of different pre-sleep phone use patterns on sleep quality. BSN (2018)
Afzal Hossain, Christian Poellabauer
Efficient Location Sensing in Longitudinal Cohort Studies. LCN (2018)
Xiao Bo, Christian Poellabauer, Megan K. O'Brien, Chaithanya Krishna Mummidisetty, Arun Jayaraman
Detecting Label Errors in Crowd-Sourced Smartphone Sensor Data. SocialSens@IoTDI (2018)
Yuan Gong, Christian Poellabauer
Topic Modeling Based Multi-modal Depression Detection. CoRR (2018)
Hasini Yatawatte, Christian Poellabauer, Sandra L. Schneider, Susan Latham
Deviations of acoustic low-level descriptors in speech features of a set of triplets, one with autism. EMBC (2018)
José I. Benedetto, Pablo Sanabria, Andrés Neyem, Jaime Navon, Christian Poellabauer, Bryan (Ning) Xia
Deep Neural Networks on Mobile Healthcare Applications: Practical Recommendations. UCAmI (2018)
Yuan Gong, Kevin Shin, Christian Poellabauer
Improving LIWC Using Soft Word Matching. BCB (2018)
Yuan Gong, Hasini Yatawatte, Christian Poellabauer, Sandra L. Schneider, Susan Latham
Automatic Autism Spectrum Disorder Detection Using Everyday Vocalizations Captured by Smart Devices. BCB (2018)
Mehdi Golestanian, Hongsheng Lu, Christian Poellabauer, John B. Kenney
RSSI-Based Ranging for Pedestrian Localization. VTC Fall (2018)
Yuan Gong, Christian Poellabauer
Protecting Voice Controlled Systems Using Sound Source Identification Based on Acoustic Cues. CoRR (2018)
Yuan Gong, Christian Poellabauer
Protecting Voice Controlled Systems Using Sound Source Identification Based on Acoustic Cues. ICCCN (2018)
Jian Yang, Christian Poellabauer, Pramita Mitra, Jayanthi Rao, Cynthia Neubecker
BlueNet: BLE-based ad-hoc communications without predefined roles. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Sudip Vhaduri, Christian Poellabauer
Towards Reliable Wearable-User Identification. ICHI (2017)
Louis Faust, Rachael Purta, David Hachen, Aaron Striegel, Christian Poellabauer, Omar Lizardo, Nitesh V. Chawla
Exploring Compliance: Observations from a Large Scale Fitbit Study. SocialSens@CPSWeek (2017)
Yuan Gong, Christian Poellabauer
Topic Modeling Based Multi-modal Depression Detection. AVEC@ACM Multimedia (2017)
Louis Daudet, Nikhil Yadav, Matthew Perez, Christian Poellabauer, Sandra L. Schneider, Alan Huebner
Portable mTBI Assessment Using Temporal and Frequency Analysis of Speech. IEEE J. Biomed. Health Informatics 21 (2) (2017)
Xiao Bo, Alan Huebner, Christian Poellabauer, Megan K. O'Brien, Chaithanya Krishna Mummidisetty, Arun Jayaraman
Evaluation of Sensing and Processing Parameters for Human Action Recognition. ICHI (2017)
Yuan Gong, Christian Poellabauer
Crafting Adversarial Examples For Speech Paralinguistics Applications. CoRR (2017)
Megan K. O'Brien, Chaithanya K. Mummidisetty, Xiao Bo, Christian Poellabauer, Arun Jayaraman
Quantifying community mobility after stroke using mobile phone technology. UbiComp/ISWC Adjunct (2017)
Sudip Vhaduri, Christian Poellabauer
Wearable device user authentication using physiological and behavioral metrics. PIMRC (2017)
Mehdi Golestanian, Christian Poellabauer, Nitesh V. Chawla
Poster: RSSI-Based Pedestrian Localization Using Artificial Neural Networks. CarSys@MobiCom (2017)
Sudip Vhaduri, Christian Poellabauer
Design Factors of Longitudinal Smartphone-based Health Surveys. J. Heal. Informatics Res. 1 (1) (2017)
Sudip Vhaduri, Christian Poellabauer, Aaron Striegel, Omar Lizardo, David Hachen
Discovering places of interest using sensor data from smartphones and wearables. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Yuan Gong, Christian Poellabauer
Continuous Assessment of Children's Emotional States Using Acoustic Analysis. ICHI (2017)
Mehdi Golestanian, Christian Poellabauer
A constraint-based routing algorithm for cognitive ad-hoc networks. WiMob (2016)
Rachael Purta, Stephen M. Mattingly, Lixing Song, Omar Lizardo, David Hachen, Christian Poellabauer, Aaron Striegel
Experiences measuring sleep and physical activity patterns across a large college cohort with fitbits. ISWC (2016)
Mehdi Golestanian, Christian Poellabauer
Indoor localization using multi-range beaconing: poster. MobiHoc (2016)
Afzal Hossain, Christian Poellabauer
Challenges in building continuous smartphone sensing applications. WiMob (2016)
Fei Tao, Louis Daudet, Christian Poellabauer, Sandra L. Schneider, Carlos Busso
A Portable Automatic PA-TA-KA Syllable Detection System to Derive Biomarkers for Neurological Disorders. INTERSPEECH (2016)
Pramita Mitra, Mehdi Golestanian, Christian Poellabauer
Quality of Service Specifications in Small-Scale Proximity-Aware Mobile Sensor Sharing Frameworks. Mob. Inf. Syst. 2016 (2016)
Mehdi Golestanian, Christian Poellabauer
Localization in heterogeneous wireless sensor networks using elliptical range estimation. ICNC (2016)
Sudip Vhaduri, Christian Poellabauer
Cooperative Discovery of Personal Places from Location Traces. ICCCN (2016)
Zhen Tong, Hongsheng Lu, Martin Haenggi, Christian Poellabauer
A Stochastic Geometry Approach to the Modeling of DSRC for Vehicular Safety Communication. IEEE Trans. Intell. Transp. Syst. 17 (5) (2016)
Hasini Yatawatte, Christian Poellabauer, Susan Latham
Automated Capture of Naturalistic Child Vocalizations for Health Research. BCB (2016)
Sudip Vhaduri, Christian Poellabauer
Human Factors in the Design of Longitudinal Smartphone-based Wellness Surveys. ICHI (2016)
Mehdi Golestanian, Christian Poellabauer
Joint Route Discovery and Localization in Heterogeneous Wireless Sensor Networks. MASS (2015)
Nikhil Yadav, Christian Poellabauer, Louis Daudet, Tomás Collins, Shane McQuillan, Patrick J. Flynn
Portable neurological disease assessment using temporal analysis of speech. BCB (2015)
Christian Poellabauer, Nikhil Yadav, Louis Daudet, Sandra L. Schneider, Carlos Busso, Patrick J. Flynn
Challenges in Concussion Detection Using Vocal Acoustic Biomarkers. IEEE Access 3 (2015)
Juuso Nurmio, Ethiopia Nigussie, Christian Poellabauer
Equalizing Energy Distribution in Sensor Nodes through Optimization of RPL. CIT/IUCC/DASC/PICom (2015)
Christopher Miller, Christian Poellabauer
Configurable Integrated Monitoring System for Mobile Devices. FNC/MobiSPC (2014)
Christian Poellabauer, Fan Zhai, Changjun Jiang, Xiaobo Zhou
Special section of ICCCN 2013 Conference. Comput. Commun. 46 (2014)
Aaron Striegel, Shu Liu, Lei Meng, Christian Poellabauer, David Hachen, Omar Lizardo
Lessons learned from the netsense smartphone study. HotPlanet@SIGCOMM (2013)
Gaurav Bansal, Hongsheng Lu, John B. Kenney, Christian Poellabauer
EMBARC: error model based adaptive rate control for vehicle-to-vehicle communications. Vehicular Ad Hoc Networks (2013)
Michael Falcone, Nikhil Yadav, Christian Poellabauer, Patrick J. Flynn
Using isolated vowel sounds for classification of Mild Traumatic Brain Injury. ICASSP (2013)
Salvador Aguiñaga, Christian Poellabauer
Stealthy Health Sensing to Objectively Characterize Motor Movement Disorders. ANT/SEIT (2013)
Aaron Striegel, Shu Liu, Lei Meng, Christian Poellabauer, David Hachen, Omar Lizardo
Lessons learned from the netsense smartphone study. Comput. Commun. Rev. 43 (4) (2013)
Gregory R. Madey, M. Brian Blake, Christian Poellabauer, Hongsheng Lu, Ryan McCune, Yi Wei
Applying DDDAS Principles to Command, Control and Mission Planning for UAV Swarms. ICCS (2012)
Pramita Mitra, Christian Poellabauer
Emergency response in smartphone-based Mobile Ad-Hoc Networks. ICC (2012)
Nikhil Yadav, Christian Poellabauer
An architecture for personalized health information retrieval. SHB (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christian Poellabauer