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Torben Bach Pedersen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

139

Venues

30

Active years

1998–2026

Best venue rank

A*

Where they publish

Papers

139 indexed papers, newest first.

YearVenueTitleAuthors
2026EDBTCAMEO: Autocorrelation-Preserving Line Simplification for Lossy Time Series Compression.Carlos Enrique Muiz-Cuza, Matthias Boehm, Torben Bach Pedersen
2026EDBTTerseTS: A Framework for Time Series Compression.Carlos Enrique Muiz-Cuza, Sren Kejser Jensen, Tom Louis Klein, Sabina Bakhtiiarova, Matthias Boehm, Torben Bach Pedersen
2026ICDECompressing High-Frequency Time Series Through Multiple Models and Stealing From Residuals.Abduvoris Abduvakhobov, Sren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen
2026ICDELAMP: A Dual-Mode Framework for Database Workload Memory Prediction.Guoze Xue, Lu Chen, Ziquan Fang, Yushuai Li, Tianyi Li, Torben Bach Pedersen
2026SIGMODCLEAR: A Knowledge-Centric Vessel Trajectory Analysis Platform.Hengyu Liu, Tianyi Li, Haoyu Wang, Kristian Torp, Yushuai Li, Tiancheng Zhang, Torben Bach Pedersen, Christian S. Jensen
2025ICDEHAIDES: Adaptive Approximation of Inference Queries over Unstructured Data.Christos C. Papadopoulos, Alkis Simitsis, Torben Bach Pedersen
2025ICMLRobustZero: Enhancing MuZero Reinforcement Learning Robustness to State Perturbations.Yushuai Li, Hengyu Liu, Torben Bach Pedersen, Yuqiang He, Kim Guldstrand Larsen, Lu Chen, Christian S. Jensen, Jiachen Xu, Tianyi Li
2025VTCKano Model for Enhanced Satisfaction in User-Centric EV Charging and P2P Energy Trading.Min Zhang, Yushuai Li, Tianyi Li, Torben Bach Pedersen, Kim Guldstrand Larsen, Christian S. Jensen
2024DaWaKCreating and Querying Data Cubes in Python Using PyCube.Sigmundur Vang, Christian Thomsen, Torben Bach Pedersen
2024EDBTEvaluating the Impact of Error-Bounded Lossy Compression on Time Series Forecasting.Carlos Enrique Muiz-Cuza, Sren Kejser Jensen, Jonas Brusokas, Nguyen Ho, Torben Bach Pedersen
2024ICDEWhy Model-Based Lossy Compression is Great for Wind Turbine Analytics.Sren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen, Carlos Enrique Muiz-Cuza, Abduvoris Abduvakhobov
2023ADBISDatabases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium.Adam Przybylek, Aleksandra Karpus, Allel Hadjali, Anton Digns, Carmem S. Hara, Danae Pla Karidi, Ester Zumpano, Fabio Persia, Genoveva Vargas-Solar, George Papastefanatos, Giancarlo Sperl, 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
2023EDBTExample-Driven Exploratory Analytics over Knowledge Graphs.Matteo Lissandrini, Katja Hose, Torben Bach Pedersen
2023ICDEMining Seasonal Temporal Patterns in Time Series.Van Long Ho, Nguyen Ho, Torben Bach Pedersen
2022CIDRKnowledge Graph Exploration Systems: are we lost?Matteo Lissandrini, Davide Mottin, Katja Hose, Torben Bach Pedersen
2022EDBTA Supervised Skyline-Based Algorithm for Spatial Entity Linkage.Suela Isaj, Vassilis Kaffes, Torben Bach Pedersen, Giorgos Giannopoulos
2022ICDEEvolutionary Clustering of Moving Objects.Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Yunjun Gao, Jilin Hu
2022KESWeb of Things Semantic Interoperability in Smart Buildings.Amir Laadhar, Junior Dongo, Sren Enevoldsen, Frdric Revaz, Dominique Gabioud, Torben Bach Pedersen, Martin Meyer, Brian Nielsen, Christian Thomsen
2022MDMUrbanGen: Generating Combined In- and Outdoor Trajectories.Yunkai Sun, Nichlas Nielsen, Xike Xie, Torben Bach Pedersen, Ulf Simonsen, Hua Lu, Maite Ainciburu
2022NordiCHIDesign Visions for Future Energy Systems: Towards Aligning Developers' Assumptions and Householders' Expectations.Rikke Hagensby Jensen, Dimitrios Raptis, Laurynas Siksnys, Torben Bach Pedersen, Mikael B. Skov
2022WWWMulti-dimensional Probabilistic Regression over Imprecise Data Streams.Ran Gao, Xike Xie, Kai Zou, Torben Bach Pedersen
2021APWEBFinding Geo-Social Cohorts in Location-Based Social Networks.Muhammad Aamir Saleem, Toon Calders, Torben Bach Pedersen, Panagiotis Karras
2021DOLAPA Foundation for Spatio-Textual-Temporal Cube Analytics.Mohsin Iqbal, Matteo Lissandrini, Torben Bach Pedersen
2021EDBTSolveDB+: SQL-Based Prescriptive Analytics.Laurynas Siksnys, Torben Bach Pedersen, Thomas Dyhre Nielsen, Davide Frazzetto
2021ICDEScalable Model-Based Management of Correlated Dimensional Time Series in ModelarDB+.Sren Kejser Jensen, Torben Bach Pedersen, Christian Thomsen
2021ICDEOn Efficient and Scalable Time-Continuous Spatial Crowdsourcing.Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao
2021ICDEFairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches.Yan Zhao, Kai Zheng, Jiannan Guo, Bin Yang, Torben Bach Pedersen, Christian S. Jensen
2021TIMEExtreme-Scale Model-Based Time Series Management with ModelarDB (Invited Talk).Torben Bach Pedersen
2020EDBTEfficient Search for Multi-Scale Time Delay Correlations in Big Time Series Data.Nguyen Ho, Torben Bach Pedersen, Van Long Ho, Mai Vu
2020EDBTskyex: an R Package for Entity Linkage.Suela Isaj, Torben Bach Pedersen
2020EDBTpgFMU: Integrating Data Management with Physical System Modelling.Olga Rybnytska, Laurynas Siksnys, Torben Bach Pedersen, Bijay Neupane
2020OZCHILumen: A Case Study of Designing for Sustainable Energy Communities through Ambient Feedback.Anders Hgh 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
2020WWWSETLBI: An Integrated Platform for Semantic Business Intelligence.Rudra Pratap Deb Nath, Katja Hose, Torben Bach Pedersen, Oscar Romero, Amrit Bhattacharjee
2020SSDBMTransit-based Task Assignment in Spatial Crowdsourcing.Srinivasa Raghavendra Bhuvan Gummidi, Torben Bach Pedersen, Xike Xie
2019DOLAPEfficient Indexing of Hashtags Using Bitmap Indices.Lawan Thamsuhang Subba, Christian Thomsen, Torben Bach Pedersen
2019ICDEEfficient Bottom-Up Discovery of Multi-scale Time Series Correlations Using Mutual Information.Nguyen Ho, Torben Bach Pedersen, Mai Vu, Van Long Ho, Christophe A. N. Biscio
2019SIGMODDemonstration of ModelarDB: Model-Based Management of Dimensional Time Series.Sren Kejser Jensen, Torben Bach Pedersen, Christian Thomsen
2018MDMPredicting Visitors Using Location-Based Social Networks.Muhammad Aamir Saleem, Felipe Soares Da Costa, Peter Dolog, Panagiotis Karras, Torben Bach Pedersen, Toon Calders
2017CIKMIMaxer: A Unified System for Evaluating Influence Maximization in Location-based Social Networks.Muhammad Aamir Saleem, Rohit Kumar, Toon Calders, Xike Xie, Torben Bach Pedersen
2017DATAManaging Big Multidimensional Data - A Journey From Acquisition to Prescriptive Analytics.Torben Bach Pedersen
2017ICDEDemonstrating SolveDB: An SQL-Based DBMS for Optimization Applications.Laurynas Siksnys, Torben Bach Pedersen
2017WWWGeoSemOLAP: Geospatial OLAP on the Semantic Web Made Easy.Nurefsan Gr, Jacob Nielsen, Katja Hose, Torben Bach Pedersen
2017WSDMLocation Influence in Location-based Social Networks.Muhammad Aamir Saleem, Rohit Kumar, Toon Calders, Xike Xie, Torben Bach Pedersen
2016EDBTDeMand: A Tool for Evaluating and Comparing Device-Level Demand and Supply Forecast Models.Bijay Neupane, Laurynas Siksnys, Torben Bach Pedersen
2016ICDEQB2OLAP: Enabling OLAP on Statistical Linked Open Data.Jovan Varga, Lorena Etcheverry, Alejandro A. Vaisman, Oscar Romero, Torben Bach Pedersen, Christian Thomsen
2016ICDEOLAP over probabilistic data cubes I: Aggregating, materializing, and querying.Xike Xie, Xingjun Hao, Torben Bach Pedersen, Peiquan Jin, Jinchuan Chen
2016IDEASEfficient Approximate OLAP Querying Over Time Series.Kasun S. Perera, Martin Hahmann, Wolfgang Lehner, Torben Bach Pedersen, Christian Thomsen
2016MDMOnline Risk Prediction for Indoor Moving Objects.Tanvir Ahmed, Torben Bach Pedersen, Toon Calders, Hua Lu
2016MDMDistributed Convoy Pattern Mining.Faisal Orakzai, Toon Calders, Torben Bach Pedersen
2016MDMScalable Processing of Location-Based Social Networking Queries.Muhammad Aamir Saleem, Xike Xie, Torben Bach Pedersen
2016SIGMODLearning-Based Cleansing for Indoor RFID Data.Asif Iqbal Baba, Manfred Jaeger, Hua Lu, Torben Bach Pedersen, Wei-Shinn Ku, Xike Xie
2016SSDBMSolveDB: Integrating Optimization Problem Solvers Into SQL Databases.Laurynas Siksnys, Torben Bach Pedersen
2015DASFAAModeling Large Time Series for Efficient Approximate Query Processing.Kasun S. Perera, Martin Hahmann, Wolfgang Lehner, Torben Bach Pedersen, Christian Thomsen
2015DOLAPSpotADAPT: Spot-Aware (re-)Deployment of Analytical Processing Tasks on Amazon EC2.Dalia Kaulakiene, Christian Thomsen, Torben Bach Pedersen, Ugur etintemel, Tim Kraska
2015DOLAPTowards a Programmable Semantic Extract-Transform-Load Framework for Semantic Data Warehouses.Rudra Pratap Deb Nath, Katja Hose, Torben Bach Pedersen
2015EDBTWhat are the Most Important Research Challenges in Energy Data Management? (panel).Torben Bach Pedersen
2015EDBTMeasuring and Comparing Energy Flexibilities.Emmanouil Valsomatzis, Katja Hose, Torben Bach Pedersen, Laurynas Siksnys
2015ICDESearchlight: Context-aware predictive Continuous Querying of moving objects in symbolic space.Kenneth Fuglsang Christensen, Lasse Linnerup Christiansen, Torben Bach Pedersen, Jeppe Pihl
2015MDMMining Risk Factors in RFID Baggage Tracking Data.Tanvir Ahmed, Toon Calders, Torben Bach Pedersen
2015VTCMOST: Mobile Broadband Network Optimization Using Planned Spatio-Temporal Events.Saulius Samulevicius, Torben Bach Pedersen, Troels Bundgaard Srensen
2014DaWaKUsing Closed n-set Patterns for Spatio-Temporal Classification.Saulius Samulevicius, Yoann Pitarch, Torben Bach Pedersen
2014DaWaKTowards Next Generation BI Systems: The Analytical Metadata Challenge.Jovan Varga, Oscar Romero, Torben Bach Pedersen, Christian Thomsen
2014DOLAPSM4AM: A Semantic Metamodel for Analytical Metadata.Jovan Varga, Oscar Romero, Torben Bach Pedersen, Christian Thomsen
2014EDBTEnergy Data Management: Where Are We Headed? (panel).Torben Bach Pedersen
2014ETFAArrowhead compliant virtual market of energy.Luis Lino Ferreira, Laurynas Siksnys, Per Pedersen, Petr Stluka, Christos Chrysoulas, Thibaut Le Guilly, Michele Albano, Arne Skou, Csar Teixeira, Torben Bach Pedersen
2014IDEASCloudETL: scalable dimensional ETL for hive.Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen
2014KESLattice-based Spatio-temporal Ensemble Prediction.Saulius Samulevicius, Yoann Pitarch, Torben Bach Pedersen
2014MDMFinding Dense Locations in Indoor Tracking Data.Tanvir Ahmed, Torben Bach Pedersen, Hua Lu
2014MDMHandling False Negatives in Indoor RFID Data.Asif Iqbal Baba, Hua Lu, Torben Bach Pedersen, Xike Xie
2013EDBTResearch challenges for energy data management (panel).Torben Bach Pedersen, Wolfgang Lehner
2013ICDEEfficient distance-aware query evaluation on indoor moving objects.Xike Xie, Hua Lu, Torben Bach Pedersen
2013MDMA Data Warehouse Solution for Analyzing RFID-Based Baggage Tracking Data.Tanvir Ahmed, Torben Bach Pedersen, Hua Lu
2013MDMSpatiotemporal Data Cleansing for Indoor RFID Tracking Data.Asif Iqbal Baba, Hua Lu, Xike Xie, Torben Bach Pedersen
2013MDMContinuous Query Processing for Actual and Predicted Object Flow in Symbolic Space.Kenneth Fuglsang Christensen, Lasse Linnerup Christiansen, Torben Bach Pedersen, Jeppe Pihl
2013MDMFlowPredictor: Continuous Queries on Actual and Predicted Object Flow in Symbolic Space.Kenneth Fuglsang Christensen, Lasse Linnerup Christiansen, Torben Bach Pedersen, Jeppe Pihl
2013MDMModeling of Traffic-Aware Travel Time in Spatial Networks.Shuo Shang, Hua Lu, Torben Bach Pedersen, Xike Xie
2013VTCSpatio-Temporal Ensemble Prediction on Mobile Broadband Network Data.Saulius Samulevicius, Yoann Pitarch, Torben Bach Pedersen, Troels Bundgaard Srensen
2013SSDBMReasoning about RFID-tracked moving objects in symbolic indoor spaces.Sari Haj Hussein, Hua Lu, Torben Bach Pedersen
2012DaWaKMIRABEL DW: Managing Complex Energy Data in a Smart Grid.Laurynas Siksnys, Christian Thomsen, Torben Bach Pedersen
2012EDBTData management in the MIRABEL smart grid system.Matthias Bhm, Lars Dannecker, Andreas Doms, Erik Dovgan, Bogdan Filipic, Ulrike Fischer, Wolfgang Lehner, Torben Bach Pedersen, Yoann Pitarch, Laurynas Siksnys, Tea Tusar
2012VTCEnergy Savings in Mobile Broadband Network Based on Load Predictions: Opportunities and Potentials.Saulius Samulevicius, Torben Bach Pedersen, Troels Bundgaard Srensen, Gilbert Micallef
2012SSDBMOptimizing Notifications of Subscription-Based Forecast Queries.Ulrike Fischer, Matthias Bhm, Wolfgang Lehner, Torben Bach Pedersen
2012SSDBMAggregating and Disaggregating Flexibility Objects.Laurynas Siksnys, Mohamed E. Khalefa, Torben Bach Pedersen
2011DaWaKETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce.Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen
2011DOLAPA rule-based tool for gradual granular data aggregation.Nadeem Iftikhar, Torben Bach Pedersen
2011DOLAPEasy and effective parallel programmable ETL.Christian Thomsen, Torben Bach Pedersen
2011ERThe Meta-Morphing Model Used in TARGIT BI Suite.Morten Middelfart, Torben Bach Pedersen
2011ICDEImplementing sentinels in the TARGIT BI suite.Morten Middelfart, Torben Bach Pedersen
2011SSDBMThe ETLMR MapReduce-Based ETL Framework.Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen
2010ADBISUsing a Time Granularity Table for Gradual Granular Data Aggregation.Nadeem Iftikhar, Torben Bach Pedersen
2010DEXASchema Design Alternatives for Multi-granular Data Warehousing.Nadeem Iftikhar, Torben Bach Pedersen
2010DEXAEffective Bitmap Indexing for Non-metric Similarities.Claus Aage Jensen, Ester M. Mungure, Torben Bach Pedersen, Kenneth Srensen, Franois Delige
2010DEXAEfficient Discovery of Generalized Sentinel Rules.Morten Middelfart, Torben Bach Pedersen, Jan Krogsgaard
2010EDBTPosition list word aligned hybrid: optimizing space and performance for compressed bitmaps.Franois Delige, Torben Bach Pedersen
2010KESGradual Data Aggregation in Multi-granular Fact Tables on Resource-Constrained Systems.Nadeem Iftikhar, Torben Bach Pedersen
2009DEXADiscovering Sentinel Rules for Business Intelligence.Morten Middelfart, Torben Bach Pedersen
2009DOLAPpygrametl: a powerful programming framework for extract-transform-load programmers.Christian Thomsen, Torben Bach Pedersen
2008EDBTHighly scalable trip grouping for large-scale collective transportation systems.Gyz Gidfalvi, Torben Bach Pedersen, Tore Risch, Erik Zeitler
2008ICDERiTE: Providing On-Demand Data for Right-Time Data Warehousing.Christian Thomsen, Torben Bach Pedersen, Wolfgang Lehner
2008MMMUsing Fuzzy Lists for Playlist Management.Franois Delige, Torben Bach Pedersen
2007DOLAPWarehousing the world: a few remaining challenges.Torben Bach Pedersen
2007ICDEA Data and Query Model for Dynamic Playlist Generation.Claus Aage Jensen, Ester M. Mungure, Torben Bach Pedersen, Kenneth Srensen
2007ICDER-Cubes: OLAP Cubes Contextualized with Documents.Juan Manuel Prez, Rafael Berlanga Llavori, Mara Jos Aramburu Cabo, Torben Bach Pedersen
2007MDMPrivacy-Preserving Data Mining on Moving Object Trajectories.Gyz Gidfalvi, Xuegang Huang, Torben Bach Pedersen
2006COMADAlgebra-Based Optimization of XML-Extended OLAP Queries.Xuepeng Yin, Torben Bach Pedersen
2006COMADThe OLAP-XML Federation System.Xuepeng Yin, Torben Bach Pedersen
2006DaWaKETLDiff: A Semi-automatic Framework for Regression Test of ETL Software.Christian Thomsen, Torben Bach Pedersen
2006DOLAPBuilding a web warehouse for accessibility data.Christian Thomsen, Torben Bach Pedersen
2006DOLAPPre-aggregation with probability distributions.Igor Timko, Curtis E. Dyreson, Torben Bach Pedersen
2005DaWaKSpatio-temporal Rule Mining: Issues and Techniques.Gyz Gidfalvi, Torben Bach Pedersen
2005DaWaKA Survey of Open Source Tools for Business Intelligence.Christian Thomsen, Torben Bach Pedersen
2005DOLAPA relevance-extended multi-dimensional model for a data warehouse contextualized with documents.Juan Manuel Prez, Rafael Berlanga Llavori, Mara Jos Aramburu, Torben Bach Pedersen
2005ECIRIR and OLAP in XML Document Warehouses.Juan Manuel Prez, Torben Bach Pedersen, Rafael Berlanga Llavori, Mara Jos Aramburu
2005IDEASRelaXML: Bidirectional Transfer Between Relational and XML Data.Steffen Uls Knudsen, Torben Bach Pedersen, Christian Thomsen, Kristian Torp
2005SSDBMProbabilistic Data Modeling and Querying for Location-Based Data Warehouses.Igor Timko, Curtis E. Dyreson, Torben Bach Pedersen
2004DaWaKDiscovering Multidimensional Structure in Relational Data.Mikael R. Jensen, Thomas Holmgren, Torben Bach Pedersen
2004DaWaKHow Is BI Used in Industry?: Report from a Knowledge Exchange Network.Torben Bach Pedersen
2004DOLAPEvaluating XML-extended OLAP queries based on a physical algebra.Xuepeng Yin, Torben Bach Pedersen
2004ICDEIntegrating XML Data in the TARGITOLAP System.Dennis Pedersen, Jesper Pedersen, Torben Bach Pedersen
2004IDEASSynchronizing XPath Views.Dennis Pedersen, Torben Bach Pedersen
2004IDEASThe Decoration Operator: A Foundation for On-Line Dimensional Data Integration.Dennis Pedersen, Torben Bach Pedersen, Karsten Riis
2003DOLAPAchieving adaptivity for OLAP-XML federations.Dennis Pedersen, Torben Bach Pedersen
2003VLDBIntegrated Data Management for Mobile Services in the Real World.Christian Hage, Christian S. Jensen, Torben Bach Pedersen, Laurynas Speicys, Igor Timko
2002ADCA Powerful and SQL-Compatible Data Model and Query Language for OLAP.Dennis Pedersen, Karsten Riis, Torben Bach Pedersen
2002DaWaKA Hybrid Approach to Web Usage Mining.Sren E. Jespersen, Jesper Thorhauge, Torben Bach Pedersen
2002DaWaKCost Modeling and Estimation for OLAP-XML Federations.Dennis Pedersen, Karsten Riis, Torben Bach Pedersen
2002DOLAPQuery optimization for OLAP-XML federations.Dennis Pedersen, Karsten Riis, Torben Bach Pedersen
2002ICDESpecification-Based Data Reduction in Dimensional Data Warehouses.Janne Skyt, Christian S. Jensen, Torben Bach Pedersen
2002SSDBMXML-Extended OLAP Querying.Dennis Pedersen, Karsten Riis, Torben Bach Pedersen
2001ICDEPre-Aggregation for Irregular OLAP Hierarchies with the TreeScape System.Torben Bach Pedersen, Christian S. Jensen, Curtis E. Dyreson
2001SSDBMSpecifying OLAP Cubes On XML Data.Mikael R. Jensen, Thomas H. Mller, Torben Bach Pedersen
2000CIKMExtending OLAP Querying to External Object Databases.Torben Bach Pedersen, Arie Shoshani, Junmin Gu, Christian S. Jensen
2000DOLAPAnalyzing Clickstreams Using Subsessions.Jesper Andersen, Anders Giversen, Allan H. Jensen, Rune S. Larsen, Torben Bach Pedersen, Janne Skyt
2000VLDBOLAP++: Powerful and Easy-to-Use Federations of OLAP and Object Databases.Junmin Gu, Torben Bach Pedersen, Arie Shoshani
2000VLDBThe TreeScape System: Reuse of Pre-Computed Aggregates over Irregular OLAP Hierarchies.Torben Bach Pedersen, Christian S. Jensen, Curtis E. Dyreson
1999ICDEMultidimensional Data Modeling for Complex Data.Torben Bach Pedersen, Christian S. Jensen
1999VLDBExtending Practical Pre-Aggregation in On-Line Analytical Processing.Torben Bach Pedersen, Christian S. Jensen, Curtis E. Dyreson
1999SSDBMSupporting Imprecision in Multidimensional Databases Using Granularities.Torben Bach Pedersen, Christian S. Jensen, Curtis E. Dyreson
1998SSDBMResearch Issues in Clinical Data Warehousing.Torben Bach Pedersen, Christian S. Jensen