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Books and Theses
- 2012
[b1]Bernd Resch:
Live geography: standardised geo-sensor webs for real-time monitoring in urban environments. University of Salzburg, AKA 2012, ISBN 978-3-89838-664-7, pp. 1-168
Journal Articles
- 2024
- [j45]Eike Blomeier, Sebastian Schmidt
, Bernd Resch:
Drowning in the Information Flood: Machine-Learning-Based Relevance Classification of Flood-Related Tweets for Disaster Management. Inf. 15(3): 149 (2024) - [j44]David Hanny, Bernd Resch:
Clustering-Based Joint Topic-Sentiment Modeling of Social Media Data: A Neural Networks Approach. Inf. 15(4): 200 (2024) - [j43]Martin Karl Moser, Maximilian Ehrhart, Bernd Resch:
An Explainable Deep Learning Approach for Stress Detection in Wearable Sensor Measurements. Sensors 24(16): 5085 (2024) - 2023
- [j42]Steffen Knoblauch, Hao Li, Sven Lautenbach, Yara Elshiaty, Antônio A. de A. Rocha, Bernd Resch, Dorian Arifi, Thomas Jänisch, Ivonne Morales, Alexander Zipf:
Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by Aedes Aegypti. Int. J. Appl. Earth Obs. Geoinformation 119: 103304 (2023) - [j41]Nicolaj Motzer, Peter Zeile, Bernd Resch, Nina Haug, Céline Schmidt-Hamburger, Martin Moser, Frank Otte, Maximilian Heinke, Carolina Mazza, Mira Kern, Peter Klein:
Emotionswahrnehmung für Fahrradsicherheit und Mobilitätskomfort / Emotion Sensing for Bicycle Safety and Mobility Comfort. AGIT Journal Angew. Geoinformatik 9: 142- (2023) - [j40]Nina Baumgartner, Christina Kranzinger, Stefan Kranzinger, Cory Snyder, Thomas Stöggl, Bernd Resch:
Detecting Outliers in Cardiopulmonary Exercise Testing Data of Ski Racers - A Comparison of Methods and their Effect on the Performance of Fatigue Prediction. Int. J. Comput. Sci. Sport 22(1): 65-79 (2023) - [j39]Sebastian Schmidt, Christina Zorenböhmer, Dorian Arifi, Bernd Resch:
Polarity-Based Sentiment Analysis of Georeferenced Tweets Related to the 2022 Twitter Acquisition. Inf. 14(2): 71 (2023) - 2022
- [j38]Andreas Petutschnig, Jochen Albrecht, Bernd Resch, Laxmi Ramasubramanian, Aleisha Wright:
Commuter Mobility Patterns in Social Media: Correlating Twitter and LODES Data. ISPRS Int. J. Geo Inf. 11(1): 15 (2022) - [j37]Alessandro Crivellari, Bernd Resch, Yuhui Shi:
TraceBERT - A Feasibility Study on Reconstructing Spatial-Temporal Gaps from Incomplete Motion Trajectories via BERT Training Process on Discrete Location Sequences. Sensors 22(4): 1682 (2022) - [j36]Maximilian Ehrhart, Bernd Resch, Clemens Havas, David Niederseer:
A Conditional GAN for Generating Time Series Data for Stress Detection in Wearable Physiological Sensor Data. Sensors 22(16): 5969 (2022) - [j35]Andreas Petutschnig, Steffen Reichel, Kristýna Mechurová, Bernd Resch:
An eDiary App Approach for Collecting Physiological Sensor Data from Wearables together with Subjective Observations and Emotions. Sensors 22(16): 6120 (2022) - 2021
- [j34]Andreas Petutschnig, Bernd Resch, Stefan Lang, Clemens Havas:
Evaluating the Representativeness of Socio-Demographic Variables over Time for Geo-Social Media Data. ISPRS Int. J. Geo Inf. 10(5): 323 (2021) - [j33]Clemens Havas, Lorenz Wendlinger, Julian Stier, Sahib Julka, Veronika Krieger, Cornelia Ferner, Andreas Petutschnig, Michael Granitzer, Stefan Wegenkittl, Bernd Resch:
Spatio-Temporal Machine Learning Analysis of Social Media Data and Refugee Movement Statistics. ISPRS Int. J. Geo Inf. 10(8): 498 (2021) - [j32]Mona Bartling, Clemens Havas, Stefan Wegenkittl, Tumasch Reichenbacher, Bernd Resch:
Modeling Patterns in Map Use Contexts and Mobile Map Design Usability. ISPRS Int. J. Geo Inf. 10(8): 527 (2021) - [j31]Tamás Kovács, Anna Kovacs-Györi, Bernd Resch:
#AllforJan: How Twitter Users in Europe Reacted to the Murder of Ján Kuciak - Revealing Spatiotemporal Patterns through Sentiment Analysis and Topic Modeling. ISPRS Int. J. Geo Inf. 10(9): 585 (2021) - 2020
- [j30]Manzhu Yu, Myra Bambacus, Guido Cervone, Keith C. Clarke, Daniel Q. Duffy, Qunying Huang, Jing Li, Wenwen Li, Zhenlong Li, Qian Liu, Bernd Resch, Jingchao Yang, Chaowei Yang:
Spatiotemporal event detection: a review. Int. J. Digit. Earth 13(12): 1339-1365 (2020) - [j29]Alina Ristea, Mohammad Al Boni, Bernd Resch, Matthew S. Gerber, Michael Leitner:
Spatial crime distribution and prediction for sporting events using social media. Int. J. Geogr. Inf. Sci. 34(9): 1708-1739 (2020) - [j28]Anna Kovacs-Györi, Alina Ristea, Clemens Havas, Michael Mehaffy, Hartwig H. Hochmair, Bernd Resch, Levente Juhász, Arthur Lehner, Laxmi Ramasubramanian, Thomas Blaschke:
Opportunities and Challenges of Geospatial Analysis for Promoting Urban Livability in the Era of Big Data and Machine Learning. ISPRS Int. J. Geo Inf. 9(12): 752 (2020) - [j27]Cornelia Ferner, Clemens Havas, Elisabeth Birnbacher, Stefan Wegenkittl, Bernd Resch:
Automated Seeded Latent Dirichlet Allocation for Social Media Based Event Detection and Mapping. Inf. 11(8): 376 (2020) - 2019
- [j26]Christian Werner, Bernd Resch, Martin Loidl:
Evaluating Urban Bicycle Infrastructures through Intersubjectivity of Stress Sensations Derived from Physiological Measurements. ISPRS Int. J. Geo Inf. 8(6): 265 (2019) - [j25]Bernd Resch, Michael Szell:
Human-Centric Data Science for Urban Studies. ISPRS Int. J. Geo Inf. 8(12): 584 (2019) - [j24]Kalliopi Kyriakou, Bernd Resch, Günther Sagl, Andreas Petutschnig, Christian Werner, David Niederseer, Michael Liedlgruber, Frank H. Wilhelm, Tess Osborne, Jessica Pykett:
Detecting Moments of Stress from Measurements of Wearable Physiological Sensors. Sensors 19(17): 3805 (2019) - [j23]Günther Sagl, Bernd Resch, Andreas Petutschnig, Kalliopi Kyriakou, Michael Liedlgruber, Frank H. Wilhelm:
Wearables and the Quantified Self: Systematic Benchmarking of Physiological Sensors. Sensors 19(20): 4448 (2019) - 2018
- [j22]René Westerholt, Bernd Resch, Franz-Benjamin Mocnik, Dirk Hoffmeister:
A statistical test on the local effects of spatially structured variance. Int. J. Geogr. Inf. Sci. 32(3): 571-600 (2018) - [j21]Stefan Hahmann, Jakob Miksch, Bernd Resch, Johannes Lauer, Alexander Zipf:
Routing through open spaces - A performance comparison of algorithms. Geo spatial Inf. Sci. 21(3): 247-256 (2018) - [j20]Jan Kinne, Bernd Resch:
Analyzing and Predicting Micro-Location Patterns of Software Firms. ISPRS Int. J. Geo Inf. 7(1): 1 (2018) - [j19]Alina Ristea, Justin Kurland, Bernd Resch, Michael Leitner, Chad Langford:
Estimating the Spatial Distribution of Crime Events around a Football Stadium from Georeferenced Tweets. ISPRS Int. J. Geo Inf. 7(2): 43 (2018) - [j18]Anna Kovacs-Györi, Alina Ristea, Ronald Kolcsar, Bernd Resch, Alessandro Crivellari, Thomas Blaschke:
Beyond Spatial Proximity - Classifying Parks and Their Visitors in London Based on Spatiotemporal and Sentiment Analysis of Twitter Data. ISPRS Int. J. Geo Inf. 7(9): 378 (2018) - 2017
- [j17]Clemens Havas, Bernd Resch, Chiara Francalanci, Barbara Pernici, Gabriele Scalia, Jose Luis Fernandez-Marquez, Tim Van Achte, Gunter Zeug, Maria Rosa (Rosy) Mondardini, Domenico Grandoni, Birgit Kirsch, Milan Kalas, Valerio Lorini, Stefan Rüping:
E2mC: Improving Emergency Management Service Practice through Social Media and Crowdsourcing Analysis in Near Real Time. Sensors 17(12): 2766 (2017) - 2016
- [j16]Enrico Steiger, Bernd Resch, Alexander Zipf:
Exploration of spatiotemporal and semantic clusters of Twitter data using unsupervised neural networks. Int. J. Geogr. Inf. Sci. 30(9): 1694-1716 (2016) - [j15]Tobias Törnros, Bernd Resch, Matthias Rupp, Hartmut Gündra:
Geospatial Analysis of the Building Heat Demand and Distribution Losses in a District Heating Network. ISPRS Int. J. Geo Inf. 5(12): 219 (2016) - 2015
- [j14]René Westerholt, Bernd Resch, Alexander Zipf:
A local scale-sensitive indicator of spatial autocorrelation for assessing high- and low-value clusters in multiscale datasets. Int. J. Geogr. Inf. Sci. 29(5): 868-887 (2015) - [j13]Bernd Resch, Andreas Wichmann, Nicolas Göll:
Usability in 4D AR: Visualising Multi-temporal Real-time Geo-data in Augmented Reality Environments. Int. J. Interact. Mob. Technol. 9(4): 23-33 (2015) - [j12]Günther Sagl, Bernd Resch, Thomas Blaschke:
Contextual Sensing: Integrating Contextual Information with Human and Technical Geo-Sensor Information for Smart Cities. Sensors 15(7): 17013-17035 (2015) - [j11]Bernd Resch, Thomas Blaschke:
Fusing human and technical sensor data: concepts and challenges. ACM SIGSPATIAL Special 7(2): 29-35 (2015) - [j10]René Westerholt, Bernd Resch:
Asynchronous Geospatial Processing: An Event-Driven Push-Based Architecture for the OGC Web Processing Service. Trans. GIS 19(3): 455-479 (2015) - [j9]Enrico Steiger, René Westerholt, Bernd Resch, Alexander Zipf:
Twitter as an indicator for whereabouts of people? Correlating Twitter with UK census data. Comput. Environ. Urban Syst. 54: 255-265 (2015) - 2014
- [j8]Bernd Resch, Bernhard Schulz, Manfred Mittlboeck, Thomas Heistracher:
Pervasive geo-security - a lightweight triple-A approach to securing distributed geo-service infrastructures. Int. J. Digit. Earth 7(5): 373-390 (2014) - [j7]Bernd Resch, Günther Sagl, Tobias Törnros, Andreas Bachmaier, Jan-Bleicke Eggers, Sebastian Herkel, Sattaya Narmsara, Hartmut Gündra:
GIS-Based Planning and Modeling for Renewable Energy: Challenges and Future Research Avenues. ISPRS Int. J. Geo Inf. 3(2): 662-692 (2014) - [j6]Valerie Blankenhorn, Bernd Resch:
Determination of Suitable Areas for the Generation of Wind Energy in Germany: Potential Areas of the Present and Future. ISPRS Int. J. Geo Inf. 3(3): 942-967 (2014) - 2013
- [j5]Bernd Resch, Bastian Zimmer:
User Experience Design in Professional Map-Based Geo-Portals. ISPRS Int. J. Geo Inf. 2(4): 1015-1037 (2013) - 2012
- [j4]Günther Sagl, Thomas Blaschke, Euro Beinat, Bernd Resch:
Ubiquitous Geo-Sensing for Context-Aware Analysis: Exploring Relationships between Environmental and Human Dynamics. Sensors 12(7): 9800-9822 (2012) - 2011
- [j3]Thomas Blaschke, Geoffrey J. Hay, Qihao Weng, Bernd Resch:
Collective Sensing: Integrating Geospatial Technologies to Understand Urban Systems - An Overview. Remote. Sens. 3(8): 1743-1776 (2011) - 2010
- [j2]Bernd Resch:
Geosensornetzwerke - Echtzeitmessungen für Monitoring- und Informationssysteme. HMD Prax. Wirtsch. 276: 50-58 (2010) - [j1]Bernd Resch, Manfred Mittlboeck, Michael Lippautz:
Pervasive Monitoring - An Intelligent Sensor Pod Approach for Standardised Measurement Infrastructures. Sensors 10(12): 11440-11467 (2010)
Conference and Workshop Papers
- 2023
- [c8]Helen Ngonidzashe Serere, Bernd Resch:
Syntactical Text Analysis to Disambiguate between Twitter Users' In-situ and Remote Location. GeoExT@ECIR 2023: 23-28 - [c7]Xuke Hu, Yingjie Hu, Bernd Resch, Jens Kersten:
Geographic Information Extraction from Texts (GeoExT). ECIR (3) 2023: 398-404 - 2016
- [c6]Anja Summa, Bernd Resch, Michael Strube:
Microblog Emotion Classification by Computing Similarity in Text, Time, and Space. PEOPLES@COLING 2016: 153-162 - 2014
- [c5]Bernd Resch, Anja Summa, Günther Sagl, Peter Zeile, Jan-Philipp Exner:
Urban Emotions - Geo-Semantic Emotion Extraction from Technical Sensors, Human Sensors and Crowdsourced Data. LBS 2014: 199-212 - 2011
- [c4]Manfred Mittlböck, Bernd Resch, Thomas Blaschke, Helmut Franz:
Leveraging standardized near ?real-time? inSitu sensor measurements in nature conservation areas. Geoinformatik 2011: 93-100 - [c3]Günther Sagl, Michael Lippautz, Manfred Mittlböck, Bernd Resch, Thomas Blaschke:
Web-Based Near Real-Time Geo-Analyses of Environmental Sensor Measurements. Geoinformatik 2011: 139-142 - [c2]Guenther Sagl, Euro Beinat, Bernd Resch, Thomas Blaschke:
Integrated geo-sensing: A case study on the relationships between weather and mobile phone usage in Northern Italy. ICSDM 2011: 208-213 - 2008
- [c1]Bernd Resch, Francesco Calabrese, Assaf Biderman, Carlo Ratti:
An Approach towards Real-Time Data Exchange Platform System Architecture (concise contribution). PerCom 2008: 153-159
Parts in Books or Collections
- 2013
- [p1]Bernd Resch:
People as Sensors and Collective Sensing-Contextual Observations Complementing Geo-Sensor Network Measurements. Progress in Location-Based Services 2013: 391-406
Editorship
- 2023
- [e1]Xuke Hu, Yingjie Hu, Bernd Resch, Jens Kersten, Kristin Stock:
Proceedings of the First Workshop on Geographic Information Extraction from Texts (GeoExT 2023) co-located with The 45th European Conference on Information Retrieval (ECIR 2023), Dublin, Ireland, April 2nd, 2023. CEUR Workshop Proceedings 3385, CEUR-WS.org 2023 [contents]
Data and Artifacts
- 2023
- [d2]Steffen Knoblauch, Hao Li, Sven Lautenbach, Yara Elshiaty, Antônio A. de A. Rocha, Bernd Resch, Dorian Arifi, Thomas Jänisch, Ivonne Morales, Alexander Zipf:
Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by Aedes Aegpyti [Research Data]. 1.0. heiDATA, 2023 [all versions]
- [d1]Steffen Knoblauch, Hao Li, Sven Lautenbach, Yara Elshiaty, Antônio A. de A. Rocha, Bernd Resch, Dorian Arifi, Thomas Jänisch, Ivonne Morales, Alexander Zipf:
Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by Aedes Aegpyti [Research Data]. 1.1. heiDATA, 2023 [all versions]
Informal and Other Publications
- 2024
- [i2]Umut Nefta Kanilmaz, Bernd Resch, Roland Holzinger, Christian Wasner, Thomas Steinmaurer:
The Spatial Structures in the Austrian COVID-19 Protest Movement: A Virtual and Geospatial Twitter User Network Analysis. CoRR abs/2404.04942 (2024) - [i1]David Hanny, Sebastian Schmidt, Bernd Resch:
Active Learning for Identifying Disaster-Related Tweets: A Comparison with Keyword Filtering and Generic Fine-Tuning. CoRR abs/2408.09914 (2024)
Coauthor Index
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