• Selma Lagerløfs Vej 300, 3-2-14

    9220 Aalborg Ø

    Danmark

  • Selma Lagerlöfs Vej 300

    9220 Aalborg Ø

    Danmark

19982021
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Publikationer 1998 2019

2019
36 Downloads (Pure)

AMIC: An Adaptive Information Theoretic Method to Identify Multi-Scale Temporal Correlations in Big Time Series Data

Ho, N. T. T., Vo, H., Vu, M. & Pedersen, T. B., 19 mar. 2019, (Accepteret/In press) I : IEEE Transactions on Big Data.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

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Fil
54 Downloads (Pure)

A survey of spatial crowdsourcing

Gummidi, S. R. B., Xie, X. & Pedersen, T. B., 1 apr. 2019, I : ACM Transactions on Database Systems. 44, 2, s. 8:1-8:46 8.

Publikation: Bidrag til tidsskriftReview (oversigtsartikel)Forskningpeer review

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Fil
Taxonomies
Mobile devices
Momentum

Efficient Bottom-Up Discovery of Multi-Scale Time Series Correlations Using Mutual Information

Ho, T. T. N., Pedersen, T. B., Vu, M., Van, H. L. & Biscio, C. A. N., 2019, (Accepteret/In press) Proceedings of the ICDE 2019.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

8 Downloads (Pure)

Efficient indexing of hashtags using bitmap indices

Subba, L. T., Thomsen, C. & Pedersen, T. B., 20 mar. 2019, I : CEUR Workshop Proceedings. 2324, 10 s.

Publikation: Bidrag til tidsskriftKonferenceartikel i tidsskriftForskningpeer review

Fil
Data warehouses

Flexibility Modeling, Management, and Trading in Bottom-up Cellular Energy Systems

Siksnys, L., Pedersen, T. B., Aftab, M. & Neupane, B., 18 jun. 2019, Proceedings of the Tenth ACM International Conference on Future Energy Systems, e-Energy 2019. Association for Computing Machinery, s. 170-180

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

70 Downloads (Pure)

Multi-Source Spatial Entity Linkage

Isaj, S., Zimányi, E. & Pedersen, T. B., 2019, (Accepteret/In press) International Symposium on Spatial and Temporal Databases: SSTD.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Fil
Semantics
1 Downloads (Pure)

OLAP over Probabilistic Data Cubes II: Parallel Materialization and Extended Aggregates

Xie, X., Zou, K., Hao, X., Pedersen, T. B., Jin, P. & Yang, W., 2019, (Accepteret/In press) I : IEEE Transactions on Knowledge and Data Engineering.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

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66 Downloads (Pure)

OLAP over Probabilistic Data Cubes II: on Parallelization and Aggregating Extension

Xie, X., Zou, K., Hao, X., Pedersen, T. B., Jin, P. & Yang, W., 2019, (Accepteret/In press) I : I E E E Transactions on Knowledge & Data Engineering. 14 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

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Prescriptive Analytics: A Survey of Emerging Trends And Technologies

Frazzetto, D., Nielsen, T. D., Pedersen, T. B. & Siksnys, L., 26 maj 2019, I : V L D B Journal. 24 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

69 Downloads (Pure)

Seed-Driven Geo-Social Data Extraction

Isaj, S. & Pedersen, T. B., 2019, (Accepteret/In press) International Symposium on Spatial and Temporal Databases: SSTD.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Fil
Seed
Experiments
2018
3 Citationer (Scopus)

Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices

Frazzetto, D., Neupane, B., Pedersen, T. B. & Nielsen, T. D., 12 jun. 2018, e-Energy 2018 - Proceedings of the 9th ACM International Conference on Future Energy Systems. Association for Computing Machinery, s. 1-11 11 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Quality of service
Scheduling
Energy utilization
Uncertainty

A Foundation for Spatial Data Warehouses on the Semantic Web


Gur, N., Pedersen, T. B., Zimaányi, E. & Hose, K., 2018, I : Semantic Web. 9, 5, s. 557-587 30 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Åben adgang
Data warehouses
Semantic Web
Processing
Mathematical operators

Analytical metadata modeling for next generation BI systems

Varga, J., Romero, O., Pedersen, T. B. & Thomsen, C., 1 okt. 2018, I : Journal of Systems and Software. 144, s. 240 - 254 15 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Competitive intelligence
Metadata
Data structures
Decision making
Semantics

Answering provenance-aware queries on RDF data cubes under memory budgets

Galárraga, L., Ahlstrøm, K., Hose, K. & Pedersen, T. B., 1 jan. 2018, The Semantic Web – ISWC 2018 - 17th International Semantic Web Conference, 2018, Proceedings. Suárez-Figueroa, M. C., Presutti, V., Kaffee, L-A., Simperl, E., Sabou, M., Vrandecic, D., Celino, I. & Bontcheva, K. (red.). Springer, s. 547-565 19 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11136 LNCS).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Agglomeration
Query processing
Metadata
Data storage equipment
Access control

Cloud Intelligence

Pedersen, T. B., 7 dec. 2018, Encyclopedia of Database Systems. 2 udg. Springer Publishing Company, s. 481-482 2 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

Cloud computing
Competitive intelligence
Big data

Cube

Pedersen, T. B., 7 dec. 2018, Encyclopedia of Database Systems. Liu, L. & Özsu, M. T. (red.). 2nd udg. New York: Springer, s. 1

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

2 Citationer (Scopus)

Day-ahead Trading of Aggregated Energy Flexibility

Valsomatzis, E., Pedersen, T. B. & Abelló, A., 12 jun. 2018, e-Energy 2018 - Proceedings of the 9th ACM International Conference on Future Energy Systems. New York, NY, USA: Association for Computing Machinery, s. 134-138 5 s. (e-Energy '18).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Electric vehicles
Cost reduction
Agglomeration
Electricity
Power markets

Dimension

Pedersen, T. B., 7 dec. 2018, Encyclopedia of Database Systems. Liu, L. & Özsu, M. T. (red.). 2nd Edition udg. New York: Springer, 1 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

1 Citation (Scopus)

Effective and efficient location influence mining in location-based social networks

Saleem, M. A., Kumar, R., Calders, T. & Pedersen, T. B., 7 jul. 2018, (Accepteret/In press) I : Knowledge and Information Systems. s. 1-36 36 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Data structures
Data storage equipment
Experiments

Hierarchy

Pedersen, T. B., 7 dec. 2018, Encyclopedia of Database Systems. Ling, L. & Özsu, M. T. (red.). 2nd Edition udg. New York: Springer, 1 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

Measure

Pedersen, T. B., 7 dec. 2018, Encyclopedia of Database Systems,. Liu, L. & Özsu, M. T. (red.). 2nd Edition udg. New York: Springer, 1 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

2 Citationer (Scopus)

ModelarDB: Modular Model-based Time Series Management with Spark and Cassandra

Jensen, S. K., Pedersen, T. B. & Thomsen, C., 1 jul. 2018, I : Proceedings of the VLDB Endowment. 11, 11, s. 1688-1701 14 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Electric sparks
Time series
Query processing
Sensors
Wind turbines
1 Citation (Scopus)

Modeling and Managing Energy Flexibility Using FlexOffers

Pedersen, T. B., Siksnys, L. & Neupane, B., 29 okt. 2018, IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids: SmartGridComm 2018. IEEE, s. 1-7 7 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Agglomeration
Energy management
Costs
Life cycle
Internet of things

Multidimensional Modeling

Pedersen, T. B., 7 dec. 2018, Encyclopedia of Database Systems. Liu, L. & Özsu, M. T. (red.). 2nd Edition udg. New York: Springer, 10 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

Multi-schema-version data management: data independence in the twenty-first century

Herrmann, K., Voigt, H., Pedersen, T. B. & Lehner, W., aug. 2018, I : V L D B Journal. 27, 4, s. 547-571 25 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Information management
Software engineering

Predicting Visitors Using Location-Based Social Networks

Saleem, M. A., Da Costa, F. S., Dolog, P., Karras, P., Pedersen, T. B. & Calders, T., 28 jun. 2018, 19th IEEE International Conference on Mobile Data Management (MDM). IEEE Computer Society Press, Bind 2018-June. s. 245-250 6 s. (IEEE International Conference on Mobile Data Management (MDM)).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Factorization
Recommender systems
Logistics
Marketing
Experiments

Prescriptive Analytics

Siksnys, L. & Pedersen, T. B., 7 dec. 2018, Encyclopedia of Database Systems. Liu, L. & Özsu, M. T. (red.). 2nd Edition udg. New York: Springer, 3 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

Programmatic ETL

Thomsen, C., Andersen, O., Jensen, S. K. & Pedersen, T. B., 2018, Business Intelligence and Big Data - 7th European Summer School, eBISS 2017, Tutorial Lectures. Zimányi, E. (red.). Cham: Springer Publishing Company, s. 21-50 30 s. (Lecture Notes in Business Information Processing, Bind 324).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Mathematical transformations
Data warehouses
Graphical user interfaces
3 Citationer (Scopus)

Utilizing Device-level Demand Forecasting for Flexibility Markets

Neupane, B., Pedersen, T. B. & Thiesson, B., 12 jun. 2018, e-Energy 2018 - Proceedings of the 9th ACM International Conference on Future Energy Systems. Association for Computing Machinery, s. 108-118 11 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Demand forecasting
Demand response
Forecast accuracy
Uncertainty
Household
2017
1 Citation (Scopus)

Activity-Driven Influence Maximization in Social Networks

Kumar, R., Saleem, M. A., Calders, T., Xie, X. & Pedersen, T. B., 2017, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18–22, 2017, Proceedings, Part III. Springer, s. 345-348 (Lecture Notes in Computer Science, Bind 10536).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Seed
Experiments

Application system design - energy optimisation

Albano, M., Castineira, R., Desdouits, C., Ferreira, L. L., Le Guilly, T., Isasa, I., Jokinen, J., Kondratjevs, K., Kunicina, N., Manero, L., Milo, A., Monge, J., Le Pape, C., Pedersen, P. D., Pedersen, T. B., Olsen, P., Siksnys, L., Skou, A. J., Smid, R., Socorro, R. & 2 flereStluka, P. & Zabasta, A., 6 feb. 2017, IoT Automation: Arrowhead Framework. Delsing, J. (red.). CRC Press, s. 211-247 36 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskning

Cleansing indoor RFID tracking data

Baba, A. I., Lu, H., Pedersen, T. B. & Jaeger, M., 2017, I : SIGSPATIAL Special. 9, 1, s. 11-18 8 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskning

Data Warehousing in Cloud Environments

Thomsen, C. & Pedersen, T. B., 5 apr. 2017, Encyclopedia of Database Systems. New York: Springer, 6 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

1 Citation (Scopus)

Demonstrating SolveDB: An SQL-based DBMS for optimization applications

Šikšnys, L. & Pedersen, T. B., 16 maj 2017, IEEE 33rd International Conference on Data Engineering (ICDE), 2017. IEEE, s. 1367-1368 2 s. (Proceedings of the International Conference on Data Engineering).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Specifications
Linear programming
Scheduling
Planning
2 Citationer (Scopus)

Finding dense locations in symbolic indoor tracking data: modeling, indexing, and processing

Ahmed, T., Pedersen, T. B. & Lu, H., jan. 2017, I : Geoinformatica. 21, 1, s. 119-150 32 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

indexing
Data structures
Processing
modeling
pruning
8 Citationer (Scopus)

Generation and evaluation of flex-offers from flexible electrical devices

Neupane, B., Siksnys, L. & Pedersen, T. B., 16 maj 2017, e-Energy 2017 - Proceedings of the 8th International Conference on Future Energy Systems. Association for Computing Machinery, s. 143-156 14 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Electric vehicles
Pumps
Economics
Hot Temperature
2 Citationer (Scopus)
78 Downloads (Pure)

GeoSemOLAP: Geospatial OLAP on the Semantic Web Made Easy

Gur, N., Nielsen, J., Hose, K. & Pedersen, T. B., apr. 2017, Proceedings of the 26th International Conference on World Wide Web Companion. Association for Computing Machinery, s. 213-217

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Åben adgang
Fil
Semantic Web
Processing
1 Citation (Scopus)

IMaxer: A unified system for evaluating influence maximization mechanisms in location-based social networks

Saleem, M. A., Kumar, R., Calders, T., Xie, X. & Pedersen, T. B., 6 nov. 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, s. 2523-2526 4 s. (Conference on Information and Knowledge Management).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Marketing
Application programming interfaces (API)
Demonstrations
Visualization
Pipelines
13 Citationer (Scopus)

Location influence in location-based social networks

Saleem, M. A., Kumar, R., Calders, T., Xie, X. & Pedersen, T. B., 2 feb. 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, s. 621-630 10 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Data structures
Data storage equipment
Experiments

Risk detection and prediction from indoor tracking data

Ahmed, T., Calders, T., Lu, H. & Pedersen, T. B., 2017, I : SIGSPATIAL Special. 9, 2, s. 11-18

Publikation: Bidrag til tidsskriftTidsskriftartikelForskning

Åben adgang
9 Citationer (Scopus)

SETL: A programmable semantic extract-transform-load framework for semantic data warehouses

Nath, R., Hose, K., Pedersen, T. B. & Romero, O., 4 mar. 2017, I : Information Systems. 68, s. 17-43

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Data warehouses
Semantics
Mathematical transformations
Semantic Web
Processing

SM4MQ: A Semantic Model for Multidimensional Queries

Varga, J., Dobrokhotova, E., Romero, O., Pedersen, T. B. & Thomsen, C., 25 maj 2017, 16 s. (DB Tech Reports; Nr. 37).

Publikation: Bog/antologi/afhandling/rapportRapportForskning

Semantics
Processing
Semantic Web
Metadata
Data structures
1 Citation (Scopus)
14 Downloads (Pure)

SM4MQ: A Semantic Model for Multidimensional Queries

Varga, J., Dobrokhotova, E., Romero, O., Pedersen, T. B. & Thomsen, C., 16 maj 2017, The Semantic Web: 14th International Conference, ESWC 2017, Portorož, Slovenia, May 28 – June 1, 2017, Proceedings, Part I. Springer, s. 449-464 16 s. ( Lecture Notes in Computer Science, Bind 10249).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Åben adgang
Fil
Semantics
Processing
Semantic Web
Metadata
Data structures
21 Citationer (Scopus)
122 Downloads (Pure)

Time Series Management Systems: A Survey

Jensen, S. K., Pedersen, T. B. & Thomsen, C., 17 aug. 2017, I : I E E E Transactions on Knowledge & Data Engineering. 29, 11, s. 2581 - 2600 20 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Åben adgang
Fil
2016
7 Citationer (Scopus)

Aggregating energy flexibilities under constraints

Valsomatzis, E., Pedersen, T. B., Abello, A. & Hose, K., 12 dec. 2016, 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm). IEEE, s. 484-490 7 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Scheduling
Agglomeration
Washers
1 Citation (Scopus)

Cleansing Indoor RFID Data Using Regular Expressions

Baba, A. I., Lu, H., Ku, W-S. & Pedersen, T. B., 2016, Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS). Association for Computing Machinery, s. 77:1-77:4 4 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Compression of bitmaps and values

Pedersen, T. B. & Deliege, F., 2016, Patentnr. WO/2011/015199, 10 feb. 2011, Prioritetsdato 29 jul. 2010, Prioritetsnr. PCT/DK2010/050199

Publikation: PatentForskning

Åben adgang

DeMand: A tool for evaluating and comparing device-level demand and supply forecast models

Neupane, B., Siksnys, L. & Pedersen, T. B., 2016, Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference (EDBT/ICDT). Rheinisch-Westfaelische Technische Hochschule Aachen * Lehrstuhl Informatik V, 6 s. (CEUR Workshop Proceedings, Bind 1558).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Åben adgang
Level measurement
Data structures
Tuning
6 Citationer (Scopus)

Dependency-based FlexOffers: Scalable Management of Flexible Loads with Dependencies

Siksnys, L. & Pedersen, T. B., jun. 2016, Proceedings of the Seventh International Conference on Future Energy Systems. Association for Computing Machinery, s. 108-120 13 s. 11

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

12 Citationer (Scopus)

Dimensional enrichment of statistical linked open data

Varga, J., Vaisman, A., Romero, O., Etcheverry, L., Pedersen, T. B. & Thomsen, C., 2016, I : Journal of Web Semantics. 40, s. 22-51 30 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Processing
Semantics
Semantic Web
Experiments