Torben Bach Pedersen

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 139

Top Venues

CoRR

e-Energy

ICDE

IEEE Trans. Knowl. Data Eng.

Publications

Sigmundur Vang, Christian Thomsen, Torben Bach Pedersen
Creating and Querying Data Cubes in Python Using PyCube. DaWaK (2024)
Subina Khanal, Seshu Tirupathi, Giulio Zizzo, Ambrish Rawat, Torben Bach Pedersen
Domain Adaptation for Time series Transformers using One-step fine-tuning. CoRR (2024)
Carlos Enrique Muñiz-Cuza, Søren Kejser Jensen, Jonas Brusokas, Nguyen Ho, Torben Bach Pedersen
Evaluating the Impact of Error-Bounded Lossy Compression on Time Series Forecasting. EDBT (2024)
Ziming Liu, Bonan Huang, Yushuai Li, Qiuye Sun, Torben Bach Pedersen, David Wenzhong Gao
Pricing Game and Blockchain for Electricity Data Trading in Low-Carbon Smart Energy Systems. IEEE Trans. Ind. Informatics 20 (4) (2024)
Merim Dzaferagic, Marco Ruffini, Nina Slamnik-Krijestorac, Joao F. Santos, Johann Márquez-Barja, Christos Tranoris, Spyros G. Denazis, Thomas Kyriakakis, Panagiotis Karafotis, Luiz A. DaSilva, Shashi Raj Pandey, Junya Shiraishi, Petar Popovski, Søren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen, Holger Claussen, Jinfeng Du, Gil Zussman, Tingjun Chen, Yiran Chen, Seshu Tirupathi, Ivan Seskar, Daniel C. Kilper
Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems. CoRR (2024)
Yan Zhao, Kai Zheng, Ziwei Wang, Liwei Deng, Bin Yang, Torben Bach Pedersen, Christian S. Jensen, Xiaofang Zhou
Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing. VLDB J. 33 (1) (2024)
Søren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen, Carlos Enrique Muñiz-Cuza, Abduvoris Abduvakhobov
Why Model-Based Lossy Compression is Great for Wind Turbine Analytics. ICDE (2024)
Van Long Ho, Nguyen Ho, Torben Bach Pedersen, Panagiotis Papapetrou
Efficient Generalized Temporal Pattern Mining in Big Time Series Using Mutual Information. CoRR (2023)
Subina Khanal, Nguyen Ho, Torben Bach Pedersen
FDA-HeatFlex: Scalable Privacy-Preserving Temperature and Flexibility Prediction for Heat Pumps using Federated Domain Adaptation. e-Energy (2023)
Van Long Ho, Nguyen Ho, Torben Bach Pedersen
Mining Seasonal Temporal Patterns in Time Series. ICDE (2023)
Roshni Chakraborty, Josefine Holm, Torben Bach Pedersen, Petar Popovski
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities. ACM Trans. Sens. Networks 19 (4) (2023)
Matteo Lissandrini, Katja Hose, Torben Bach Pedersen
Example-Driven Exploratory Analytics over Knowledge Graphs. EDBT (2023)
Fabio Lilliu, Torben Bach Pedersen, Laurynas Siksnys
Heat FlexOffers: a device-independent and scalable representation of electricity-heat flexibility. e-Energy (2023)
Josefine Holm, Federico Chiariotti, Anders E. Kalør, Beatriz Soret, Torben Bach Pedersen, Petar Popovski
Goal-Oriented Scheduling in Sensor Networks with Application Timing Awareness. CoRR (2023)
Josefine Holm, Federico Chiariotti, Anders E. Kalør, Beatriz Soret, Torben Bach Pedersen, Petar Popovski
Goal-Oriented Scheduling in Sensor Networks With Application Timing Awareness. IEEE Trans. Commun. 71 (8) (2023)
Sigmundur Vang, Christian Thomsen, Torben Bach Pedersen
Creating and Querying Data Cubes in Python using pyCube. CoRR (2023)
Fabio Lilliu, Torben Bach Pedersen, Laurynas Siksnys, Bijay Neupane
Uncertain FlexOffers: a scalable, uncertainty-aware model for energy flexibility. e-Energy (2023)
Yan Zhao, Kai Zheng, Yunchuan Li, Jinfu Xia, Bin Yang, Torben Bach Pedersen, Rui Mao, Christian S. Jensen, Xiaofang Zhou
Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Adam Przybylek, Aleksandra Karpus, Allel Hadjali, Anton Dignös, Carmem S. Hara, Danae Pla Karidi, Ester Zumpano, Fabio Persia, Genoveva Vargas-Solar, George Papastefanatos, Giancarlo Sperlì, Giorgos Giannopoulos, Ivan Lukovic, Julien Aligon, Manolis Terrovitis, Marek Grzegorowski, Mariella Bonomo, Mirian Halfeld Ferrari Alves, Nicolas Labroche, Paul Monsarrat, Richard Chbeir, Sana Sellami, Seshu Tirupathi, Simona E. Rombo, Slavica Kordic, Sonja Ristic, Tommaso Di Noia, Torben Bach Pedersen, Vincenzo Moscato
Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium. ADBIS (Short Papers) (2023)
Nguyen Ho, Van Long Ho, Torben Bach Pedersen, Mai Vu, Christophe A. N. Biscio
A Unified Approach for Multi-Scale Synchronous Correlation Search in Big Time Series - Full Version. CoRR (2022)
Ran Gao, Xike Xie, Kai Zou, Torben Bach Pedersen
Multi-dimensional Probabilistic Regression over Imprecise Data Streams. WWW (2022)
Fabio Lilliu, Torben Bach Pedersen, Laurynas Siksnys, Bijay Neupane
Uncertain flexoffers, a scalable, uncertainty-aware model for energy flexibility. e-Energy (2022)
Suela Isaj, Vassilis Kaffes, Torben Bach Pedersen, Giorgos Giannopoulos
A Supervised Skyline-Based Algorithm for Spatial Entity Linkage. EDBT (2022)
Tomer Sagi, Matteo Lissandrini, Torben Bach Pedersen, Katja Hose
A design space for RDF data representations. VLDB J. 31 (2) (2022)
Amir Laadhar, Junior Dongo, Søren Enevoldsen, Frédéric Revaz, Dominique Gabioud, Torben Bach Pedersen, Martin Meyer, Brian Nielsen, Christian Thomsen
Web of Things Semantic Interoperability in Smart Buildings. KES (2022)
Matteo Lissandrini, Tomer Sagi, Torben Bach Pedersen, Katja Hose
Understanding RDF Data Representations in Triplestores. SEBD (2022)
Yan Zhao, Liwei Deng, Xuanhao Chen, Chenjuan Guo, Bin Yang, Tung Kieu, Feiteng Huang, Torben Bach Pedersen, Kai Zheng, Christian S. Jensen
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis. CoRR (2022)
Søren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen
ModelarDB: Integrated Model-Based Management of Time Series from Edge to Cloud. Trans. Large Scale Data Knowl. Centered Syst. 53 (2022)
Bijay Neupane, Laurynas Siksnys, Torben Bach Pedersen, Rikke Hagensby Jensen, Muhammad Aftab, Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi, Gregor Cerne, Saso Brus, Ioannis Papageorgiou, Gerhard Meindl, Pierre Roduit
GOFLEX: extracting, aggregating and trading flexibility based on FlexOffers for 500+ prosumers in 3 European cities [operational systems paper]. e-Energy (2022)
Rikke Hagensby Jensen, Dimitrios Raptis, Laurynas Siksnys, Torben Bach Pedersen, Mikael B. Skov
Design Visions for Future Energy Systems: Towards Aligning Developers' Assumptions and Householders' Expectations. NordiCHI (2022)
Suela Isaj, Torben Bach Pedersen, Esteban Zimányi
Multi-Source Spatial Entity Linkage. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Seshu Tirupathi, Dhaval Salwala, Giulio Zizzo, Ambrish Rawat, Mark Purcell, Søren Kejser Jensen, Christian Thomsen, Nguyen Ho, Carlos E. Muñiz-Cuza, Jonas Brusokas, Torben Bach Pedersen, Giorgos Alexiou, Giorgos Giannopoulos, Panagiotis Gidarakos, Alexandros Kalimeris, Stavros Maroulis, George Papastefanatos, Ioannis Psarros, Vassilis Stamatopoulos, Manolis Terrovitis
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data. Big Data (2022)
Nurefsan Gür, Torben Bach Pedersen, Katja Hose, Mikael Midtgaard
Multidimensional enrichment of spatial RDF data for SOLAP. Semantic Web 13 (1) (2022)
Mohsin Iqbal, Matteo Lissandrini, Torben Bach Pedersen
A foundation for spatio-textual-temporal cube analytics. Inf. Syst. 108 (2022)
Rudra Pratap Deb Nath, Oscar Romero, Torben Bach Pedersen, Katja Hose
High-level ETL for semantic data warehouses. Semantic Web 13 (1) (2022)
Van Long Ho, Nguyen Ho, Torben Bach Pedersen
Mining Seasonal Temporal Patterns in Big Time Series. CoRR (2022)
Carlos Enrique Muñiz-Cuza, Nguyen Ho, Eleni Tzirita Zacharatou, Torben Bach Pedersen, Bin Yang
Spatio-temporal graph convolutional network for stochastic traffic speed imputation. SIGSPATIAL/GIS (2022)
Amir Laadhar, Christian Thomsen, Torben Bach Pedersen
domOS Common Ontology: Web of Things Discovery in Smart Buildings. ESWC (Satellite Events) (2022)
Roshni Chakraborty, Josefine Holm, Torben Bach Pedersen, Petar Popovski
Finding Representative Sampling Subsets in Sensor Graphs using Time Series Similarities. CoRR (2022)
Federico Chiariotti, Josefine Holm, Anders E. Kalør, Beatriz Soret, Søren Kejser Jensen, Torben Bach Pedersen, Petar Popovski
Query Age of Information: Freshness in Pull-Based Communication. IEEE Trans. Commun. 70 (3) (2022)
Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Yunjun Gao, Jilin Hu
Evolutionary Clustering of Moving Objects. ICDE (2022)
Matteo Lissandrini, Davide Mottin, Katja Hose, Torben Bach Pedersen
Knowledge Graph Exploration Systems: are we lost? CIDR (2022)
Yunkai Sun, Nichlas Nielsen, Xike Xie, Torben Bach Pedersen, Ulf Simonsen, Hua Lu, Maite Ainciburu
UrbanGen: Generating Combined In- and Outdoor Trajectories. MDM (2022)
Ciprian-Octavian Truica, Elena Simona Apostol, Jérôme Darmont, Torben Bach Pedersen
The Forgotten Document-Oriented Database Management Systems: An Overview and Benchmark of Native XML DODBMSes in Comparison with JSON DODBMSes. CoRR (2021)
Søren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen, Ove Andersen
pygrametl: A Powerful Programming Framework for Easy Creation and Testing of ETL Flows. Trans. Large Scale Data Knowl. Centered Syst. 48 (2021)
Faisal Orakzai, Torben Bach Pedersen, Toon Calders
Distributed mining of convoys in large scale datasets. GeoInformatica 25 (2) (2021)
Nguyen Ho, Van Long Ho, Torben Bach Pedersen, Mai Vu
Efficient and Distributed Temporal Pattern Mining. IEEE BigData (2021)
Torben Bach Pedersen
Extreme-Scale Model-Based Time Series Management with ModelarDB (Invited Talk). TIME (2021)
Fabio Lilliu, Torben Bach Pedersen, Laurynas Siksnys
Capturing Battery Flexibility in a General and Scalable Way Using the FlexOffer Model. SmartGridComm (2021)
Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen
TRACE: Real-time Compression of Streaming Trajectories in Road Networks. Proc. VLDB Endow. 14 (7) (2021)
Federico Chiariotti, Josefine Holm, Anders E. Kalør, Beatriz Soret, Søren Kejser Jensen, Torben Bach Pedersen, Petar Popovski
Query Age of Information: Freshness in Pull-Based Communication. CoRR (2021)
Søren Kejser Jensen, Torben Bach Pedersen, Christian Thomsen
Scalable Model-Based Management of Correlated Dimensional Time Series in ModelarDB+. ICDE (2021)
Van Long Ho, Nguyen Ho, Torben Bach Pedersen
Efficient Temporal Pattern Mining in Big Time Series Using Mutual Information. Proc. VLDB Endow. 15 (3) (2021)
Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Jilin Hu
Evolutionary Clustering of Streaming Trajectories. CoRR (2021)
Ciprian-Octavian Truica, Elena Simona Apostol, Jérôme Darmont, Torben Bach Pedersen
The Forgotten Document-Oriented Database Management Systems: An Overview and Benchmark of Native XML DODBMSes in Comparison with JSON DODBMSes. Big Data Res. 25 (2021)
Mohsin Iqbal, Matteo Lissandrini, Torben Bach Pedersen
A Foundation for Spatio-Textual-Temporal Cube Analytics. DOLAP (2021)
Yan Zhao, Kai Zheng, Jiannan Guo, Bin Yang, Torben Bach Pedersen, Christian S. Jensen
Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches. ICDE (2021)
Nguyen Ho, Huy T. Vo, Mai Vu, Torben Bach Pedersen
AMIC: An Adaptive Information Theoretic Method to Identify Multi-Scale Temporal Correlations in Big Time Series Data. IEEE Trans. Big Data 7 (1) (2021)
Josefine Holm, Anders E. Kalør, Federico Chiariotti, Beatriz Soret, Søren Kejser Jensen, Torben Bach Pedersen, Petar Popovski
Freshness on Demand: Optimizing Age of Information for the Query Process. ICC (2021)
Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao
On Efficient and Scalable Time-Continuous Spatial Crowdsourcing. ICDE (2021)
Jonas Brusokas, Torben Bach Pedersen, Laurynas Siksnys, Dalin Zhang, Kaixuan Chen
HeatFlex: Machine learning based data-driven flexibility prediction for individual heat pumps. e-Energy (2021)
Muhammad Aamir Saleem, Toon Calders, Torben Bach Pedersen, Panagiotis Karras
Finding Geo-Social Cohorts in Location-Based Social Networks. APWeb/WAIM (2) (2021)
Laurynas Siksnys, Torben Bach Pedersen, Thomas Dyhre Nielsen, Davide Frazzetto
SolveDB+: SQL-Based Prescriptive Analytics. EDBT (2021)
Xike Xie, Kai Zou, Xingjun Hao, Torben Bach Pedersen, Peiquan Jin, Wei Yang
OLAP over Probabilistic Data Cubes II: Parallel Materialization and Extended Aggregates. IEEE Trans. Knowl. Data Eng. 32 (10) (2020)
Rudra Pratap Deb Nath, Oscar Romero, Torben Bach Pedersen, Katja Hose
High-Level ETL for Semantic Data Warehouses - Full Version. CoRR (2020)
Van Long Ho, Nguyen Ho, Torben Bach Pedersen
Efficient Temporal Pattern Mining in Big Time Series Using Mutual Information - Full Version. CoRR (2020)
Hamdi Ben Hamadou, Torben Bach Pedersen, Christian Thomsen
The Danish National Energy Data Lake: Requirements, Technical Architecture, and Tool Selection. IEEE BigData (2020)
Matteo Lissandrini, Torben Bach Pedersen, Katja Hose, Davide Mottin
Knowledge graph exploration: where are we and where are we going? SIGWEB Newsl. 2020 (Summer) (2020)
Nguyen Ho, Torben Bach Pedersen, Van Long Ho, Mai Vu
Efficient Search for Multi-Scale Time Delay Correlations in Big Time Series Data. EDBT (2020)
Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao
On Efficient and Scalable Time-Continuous Spatial Crowdsourcing - Full Version. CoRR (2020)
Josefine Holm, Anders E. Kalør, Federico Chiariotti, Beatriz Soret, Søren Kejser Jensen, Torben Bach Pedersen, Petar Popovski
Freshness on Demand: Optimizing Age of Information for the Query Process. CoRR (2020)
Nurefsan Gür, Torben Bach Pedersen, Katja Hose, Mikael Midtgaard
Multidimensional Enrichment of Spatial RDF Data for SOLAP - Full Version. CoRR (2020)
Srinivasa Raghavendra Bhuvan Gummidi, Torben Bach Pedersen, Xike Xie
Transit-based Task Assignment in Spatial Crowdsourcing. SSDBM (2020)
Mohsin Iqbal, Matteo Lissandrini, Torben Bach Pedersen
A Foundation for Spatio-Textual-Temporal Cube Analytics (Extended Version). CoRR (2020)
Tianyi Li, Ruikai Huang, Lu Chen, Christian S. Jensen, Torben Bach Pedersen
Compression of Uncertain Trajectories in Road Networks. Proc. VLDB Endow. 13 (7) (2020)
Anders Høgh Hansen, Rikke Hagensby Jensen, Lasse Stausgaard Jensen, Emil Kongsgaard Guldager, Andreas Winkel Sigsgaard, Frederik Moroder, Dimitrios Raptis, Laurynas Siksnys, Torben Bach Pedersen, Mikael B. Skov
Lumen: A Case Study of Designing for Sustainable Energy Communities through Ambient Feedback. OZCHI (2020)
Rudra Pratap Deb Nath, Katja Hose, Torben Bach Pedersen, Oscar Romero, Amrit Bhattacharjee
SETLBI: An Integrated Platform for Semantic Business Intelligence. WWW (Companion Volume) (2020)
Suela Isaj, Torben Bach Pedersen
skyex: an R Package for Entity Linkage. EDBT (2020)
Olga Rybnytska, Laurynas Siksnys, Torben Bach Pedersen, Bijay Neupane
pgFMU: Integrating Data Management with Physical System Modelling. EDBT (2020)
Søren Kejser Jensen, Torben Bach Pedersen, Christian Thomsen
Demonstration of ModelarDB: Model-Based Management of Dimensional Time Series. SIGMOD Conference (2019)
Laurynas Siksnys, Torben Bach Pedersen, Muhammad Aftab, Bijay Neupane
Flexibility Modeling, Management, and Trading in Bottom-up Cellular Energy Systems. e-Energy (2019)
Suela Isaj, Torben Bach Pedersen
Seed-Driven Geo-Social Data Extraction. SSTD (2019)
Søren Kejser Jensen, Torben Bach Pedersen, Christian Thomsen
Scalable Model-Based Management of Correlated Dimensional Time Series in ModelarDB. CoRR (2019)
Suela Isaj, Torben Bach Pedersen
Seed-Driven Geo-Social Data Extraction - Full Version. CoRR (2019)
Srinivasa Raghavendra Bhuvan Gummidi, Torben Bach Pedersen, Xike Xie, Esteban Zimányi
Push-based Spatial Crowdsourcing for Enriching Semantic Tags in OpenStreetMap. SIGSPATIAL/GIS (2019)
Suela Isaj, Torben Bach Pedersen, Esteban Zimányi
Multi-Source Spatial Entity Linkage. CoRR (2019)
Srinivasa Raghavendra Bhuvan Gummidi, Xike Xie, Torben Bach Pedersen
A Survey of Spatial Crowdsourcing. ACM Trans. Database Syst. 44 (2) (2019)
Lawan Thamsuhang Subba, Christian Thomsen, Torben Bach Pedersen
Efficient Indexing of Hashtags Using Bitmap Indices. DOLAP (2019)
Suela Isaj, Esteban Zimányi, Torben Bach Pedersen
Multi-Source Spatial Entity Linkage. SSTD (2019)
Nguyen Ho, Huy T. Vo, Mai Vu, Torben Bach Pedersen
AMIC: An Adaptive Information Theoretic Method to Identify Multi-Scale Temporal Correlations in Big Time Series Data. CoRR (2019)
Faisal Orakzai, Toon Calders, Torben Bach Pedersen
k/2-hop: Fast Mining of Convoy Patterns With Effective Pruning. Proc. VLDB Endow. 12 (9) (2019)
Muhammad Aamir Saleem, Rohit Kumar, Toon Calders, Torben Bach Pedersen
Effective and efficient location influence mining in location-based social networks. Knowl. Inf. Syst. 61 (1) (2019)
Davide Frazzetto, Thomas Dyhre Nielsen, Torben Bach Pedersen, Laurynas Siksnys
Prescriptive analytics: a survey of emerging trends and technologies. VLDB J. 28 (4) (2019)
Nguyen Ho, Torben Bach Pedersen, Mai Vu, Van Long Ho, Christophe A. N. Biscio
Efficient Bottom-Up Discovery of Multi-scale Time Series Correlations Using Mutual Information. ICDE (2019)
Emmanouil Valsomatzis, Torben Bach Pedersen, Alberto Abelló
Day-ahead Trading of Aggregated Energy Flexibility - Full Version. CoRR (2018)
Jovan Varga, Oscar Romero, Torben Bach Pedersen, Christian Thomsen
Analytical metadata modeling for next generation BI systems. J. Syst. Softw. 144 (2018)
Søren Kejser Jensen, Torben Bach Pedersen, Christian Thomsen
ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra. Proc. VLDB Endow. 11 (11) (2018)
Kai Herrmann, Hannes Voigt, Torben Bach Pedersen, Wolfgang Lehner
Multi-schema-version data management: data independence in the twenty-first century. VLDB J. 27 (4) (2018)
Muhammad Aamir Saleem, Felipe Soares Da Costa, Peter Dolog, Panagiotis Karras, Torben Bach Pedersen, Toon Calders
Predicting Visitors Using Location-Based Social Networks. MDM (2018)
Davide Frazzetto, Bijay Neupane, Torben Bach Pedersen, Thomas Dyhre Nielsen
Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Torben Bach Pedersen