Department of Computer Science

  • Selma Lagerlöfs Vej

    9220 Aalborg Ø

    Denmark

Research Output 1987 2020

2019

Contextual Morality for Human-Centered Machine Learning

van Berkel, N., Goncalves, J., Tag, B. & Hosio, S., 2019, Adjunct Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems. p. 1-4 4 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Continuous Range Queries over Multi-Attribute Trajectories

Xu, J., Bao, Z. & Lu, H., 2019, The 35th IEEE International Conference on Data Engineering (ICDE). IEEE, p. 1610-1613 (Proceedings of the International Conference on Data Engineering).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Trajectories
Scalability
Experiments

Continuous-Time Models for System Design and Analysis

Alur, R., Giacobbe, M., Henzinger, T., Larsen, K. G. & Mikučionis, M., 2019, Computing and Software Services. Heidelberg: Springer, p. 452-477 (Lecture Notes in Computer Science, Vol. 10000).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

Systems analysis
Pacemakers
Temporal logic
Controllers
Monitoring

Controlling Signalized Intersections using Machine Learning

Eriksen, A. B., Lahrmann, H., Larsen, K. G. & Taankvist, J. H., 2019, In : Transportation Research Procedia.

Research output: Contribution to journalConference article in JournalResearchpeer-review

Learning systems
traffic
Controllers
simulation
road
1 Citation (Scopus)

Converging from branching to linear metrics on Markov chains

Bacci, G., Bacci, G., Larsen, K. G. & Mardare, R., Jan 2019, In : Mathematical Structures in Computer Science. 29, Special Issue 1, p. 3-37 35 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Markov processes
Branching
Markov chain
Semantics
Linear Time

Convolutional Adversarial Latent Factor Model for Recommender System

Costa, F. S. D. & Dolog, P., 2019, Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, Sarasota, Florida, USA, May 19-22 2019.. Barták, R. & Brawner, K. W. (eds.). AAAI Press, p. 419-424 6 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Recommender systems
Feedback
Image processing
Sampling
Neural networks

Counts-of-counts similarity for prediction and search in relational data

Jaeger, M., Lippi, M., Pellegrini, G. & Passerini, A., Sep 2019, In : Data Mining and Knowledge Discovery. 33, 5, p. 1254–1297 44 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Earth (planet)
Data structures
Statistics

Crowdsourcing Perceptions of Fair Predictors for Machine Learning: A Recidivism Case Study

van Berkel, N., Goncalves, J., Hettiachchi, D., Wijenayake, S., Kelly, R. M. & Kostakos, V., 2019, In : Proceedings of the ACM on Human-Computer Interaction - CSCW. 3, p. 28:1-28:21

Research output: Contribution to journalJournal articleResearchpeer-review

CyclAir: A Bike Mounted Prototype for Real-Time Visualization of CO2 Levels While Cycling

Schneiders, E. & Skov, M. B., 25 Aug 2019, Human-Computer Interaction – INTERACT 2019 - 17th IFIP TC 13 International Conference, Proceedings. Lamas, D., Loizides, F., Nacke, L., Petrie, H., Winckler, M. & Zaphiris, P. (eds.). Springer, p. 678-687 10 p. (Lecture Notes in Computer Science, Vol. 11747).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Air quality
Visualization
Air pollution
Carbon footprint
Greenhouse gases
126 Downloads (Pure)

Data Governance as a Collective Action Problem

Benfeldt, O., Persson, J. S. & Madsen, S., Apr 2019, In : Information Systems Frontiers. 27 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Governance
Literature Review
Triangle
Distinct
Demonstrate

Data Quality and Quantity in Mobile Experience Sampling

van Berkel, N., 2019

Research output: Book/ReportReportResearchpeer-review

184 Downloads (Pure)

Data Verification in Integrated RFID Systems

Sakai, K., Sun, M-T., Ku, W-S., Lu, H. & Lai, T-H., 2019, In : I E E E Systems Journal. 13, 2, p. 1969-1980 12 p., 8458363.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Radio frequency identification (RFID)
Testbeds
Availability
Internet
Network protocols

Decentralized Indexing over a Network of RDF Peers

Aebeloe, C., Montoya, G. & Hose, K., 2019, The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Proceedings. Ghidini, C., Hartig, O., Maleshkova, M., Svátek, V., Cruz, I., Hogan, A., Song, J., Lefrançois, M. & Gandon, F. (eds.). Springer, p. 3-20 18 p. (Lecture Notes in Computer Science, Vol. 11778).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Query processing
Servers
Semantic Web
Availability
Experiments

Demonstration of ModelarDB: Model-Based Management of Dimensional Time Series

Jensen, S. K., Pedersen, T. B. & Thomsen, C., 2019, Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 1933-1936 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Time series
Demonstrations
Sensors

Designing a Machine Learning-Based System to Augment the Work Processes of Medical Secretaries

Johansen, P. S., Jacobsen, R. M., Bysted, L. B. L., Skov, M. B. & Papachristos, E., 2019, Adjunct Proceedings of the 17th IFIP Conference on Human-Computer Interaction (Interact’19). Springer

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Learning systems
Human computer interaction

Development of a hybrid Bayesian network model for predicting acute fish toxicity using multiple lines of evidence

Moe, J., Madsen, A. L., Connors, K. A., Rawlings, J. M., Belanger, S. E., Landis, W. G., Wolf, R. & Lillicrap, A. D., 30 Aug 2019, (Submitted) Cold Spring Harbor Laboratory Press.

Research output: Working paperResearch

toxicity
fish
embryo
chemical substance
ecotoxicology

Drivelab: An experimental platform for telematics

Pedersen, K. F. & Torp, K., Jun 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. IEEE, p. 252-259 8 p. 8788727. (Proceedings - IEEE International Conference on Mobile Data Management, Vol. 2019-June).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Application programs
Servers
Feedback
Smartphones
Insurance
50 Downloads (Pure)

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

Saleem, M. A., Kumar, R., Calders, T. & Pedersen, T. B., 1 Oct 2019, In : Knowledge and Information Systems. 61, 1, p. 327-362

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Data structures
Data storage equipment
Experiments
1 Citation (Scopus)

Effective and Efficient Reuse of Past Travel Behavior for Route Recommendation

Chen, L., Shang, S., Jensen, C. S., Yao, B., Zhang, Z. & Shao, L., 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 488-498 11 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Location based services
Parallel algorithms
Scalability
Availability
Planning

Effect of Ambient Light on Mobile Interaction

Sarsenbayeva, Z., van Berkel, N., Jiang, W., Hettiachchi, D., Kostakos, V. & Goncalves, J., 2019, Proceedings of the 17th IFIP TC.13 International Conference on Human-Computer Interaction. p. 465-475 11 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Effect of Cognitive Abilities on Crowdsourcing Task Performance

Hettiachchi, D., van Berkel, N., Hosio, S., Kostakos, V. & Goncalves, J., 2019, Proceedings of the 17th IFIP TC.13 International Conference on Human-Computer Interaction. p. 442-464 23 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

8 Citations (Scopus)

Effect of Experience Sampling Schedules on Response Rate and Recall Accuracy of Objective Self-Reports

van Berkel, N., Goncalves, J., Lovén, L., Ferreira, D., Hosio, S. & Kostakos, V., 2019, In : International Journal of Human-Computer Studies. 125, p. 118-128 11 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Efficient and Incremental Clustering Algorithms on Star-Schema Heterogeneous Graphs

Chen, L., Gao, Y., Zhang, Y., Jensen, C. S. & Zheng, B., 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE, p. 256-267 12 p. 8731611. (Proceedings of the International Conference on Data Engineering).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Clustering algorithms
Stars
Game theory
Entropy
Experiments

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., 8 Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE, p. 1734-1737 4 p. 8731434. (Proceedings of the International Conference on Data Engineering).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Time series
Information theory
Experiments

Efficient distributed reachability querying of massive temporal graphs

Zhang, T., Gao, Y., Chen, L., Guo, W., Pu, S., Zheng, B. & Jensen, C. S., 2019, In : VLDB Journal. 28, 6, p. 871-896 26 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Labeling
Time varying networks
Query processing
Hinges
Telecommunication networks
44 Downloads (Pure)

Efficient indexing of hashtags using bitmap indices

Subba, L. T., Thomsen, C. & Pedersen, T. B., 20 Mar 2019, In : CEUR Workshop Proceedings. 2324, 10 p.

Research output: Contribution to journalConference article in JournalResearchpeer-review

Open Access
File
Data warehouses

Efficiently Mining Maximal Diverse Frequent Itemsets

Wu, D., Luo, D., Jensen, C. S. & Huang, J. Z., 2019, Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Proceedings: DASFAA 2019: Database Systems for Advanced Applications. Tong, Y., Natwichai, J., Yang, J., Li, G. & Gama, J. (eds.). Springer, p. 191-207 17 p. (Lecture Notes in Computer Science, Vol. 11447).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Efficient matching of offers and requests in social-aware ridesharing

Fu, X., Zhang, C., Lu, H. & Xu, J., 1 Oct 2019, In : Geoinformatica. 23, 4, p. 559-589 31 p.

Research output: Contribution to journalJournal articleResearchpeer-review

pruning
Heuristic algorithms
Costs
Computational complexity
heuristics

Efficient Similarity Search on Quasi-Metric Graphs

Zhang, T., Gao, Y., Chen, L., Chen, G. & Pu, S., 2019, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access

Enabling Creative Crowd Work through Smart Speakers

Hettiachchi, D., van Berkel, N., Dingler, T., Allison, F., Kostakos, V. & Goncalves, J., 2019, Adjunct Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems. p. 1-5 5 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Energy-Efficient Prediction of Smartphone Unlocking

Luo, C., Visuri, A., Klakegg, S., van Berkel, N., Sarsenbayeva, Z., Möttönen, A., Goncalves, J., Anagnostopoulos, T., Ferreira, D., Flores, H., Velloso, E. & Kostakos, V., 2019, In : Personal and Ubiquitous Computing. 23, 1, p. 159-177 19 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Exploiting Ratings, Reviews and Relationships for Item Recommendations in Topic Based Social Networks

Li, P., Lu, H., Zheng, G., Zheng, Q., Yang, L. & Pan, G., 2019, Proceedings of the 30th Web Conference (WWW). Association for Computing Machinery, p. 995-1005

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Recommender systems
Factorization
Feedback

Exploiting Symmetry of Independence in d-Separation

Butz, C. J., dos Santos, A. E., Oliveira, J. & Madsen, A. L., 2019, Advances in Artificial Intelligence - 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Proceedings. Meurs, M-J. & Rudzicz, F. (eds.). Cham: Springer, p. 42-54 13 p. (Lecture Notes in Computer Science, Vol. 11489).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Experiments

Exploring the Data Wilderness through Examples

Mottin, D., Lissandrini, M., Palpanas, T. & Velegrakis, Y., 2019, Proceedings of the 2019 International Conference on Management of Data (SIMGOD/PODS). Association for Computing Machinery, p. 2031-2035 5 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Query languages
Semantics

Exploring Work Environment Usage Behaviour through Context-Aware Mobile Methods

Markkanen, P., van Berkel, N., Visuri, A., LeSaint, A., Ferreira, D. & Herneoja, A., 2019, Proceedings of the eCAADe + SIGraDi Conference on Architecture in the Age of the 4th Industrial Revolution. p. 837-846 10 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Fast stochastic routing under time-varying uncertainty

Pedersen, S. A., Yang, B. & Jensen, C. S., 31 Oct 2019, In : The VLDB Journal. p. 1-21 21 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Finding Attribute-Aware Similar Region for Data Analysis

Feng, K., Cong, G., Jensen, C. S. & Guo, T., 2019, In : Proceedings of the VLDB Endowment. 12, 11, p. 1414-1426

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Location based services
Information use
Composite materials
Mobile devices
11 Downloads (Pure)

Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data

Li, H., Lu, H., Shou, L., Chen, G. & Chen, K., 1 Nov 2019, In : I E E E Transactions on Knowledge & Data Engineering. 31, 11, p. 2108 - 2123

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Semantics
Data reduction
Data structures
Marketing
Topology

Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data [Extended Abstract]

Li, H., Lu, H., Shou, L., Chen, G. & Chen, K., 2019, The 35th IEEE International Conference on Data Engineering (ICDE). IEEE, p. 2139-2140 (Proceedings of the International Conference on Data Engineering).

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review

Semantics
Data reduction
Data structures
Marketing
Topology
8 Downloads (Pure)

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, p. 170-180 11 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Model predictive control
Energy management
Energy storage
Learning systems
Chemical activation

Formal Methods for Industrial Critical Systems: 24th International Conference, FMICS 2019, Amsterdam, The Netherlands, August 30-31, 2019, Proceedings.

Larsen, K. G. (ed.) & Willemse, T. (ed.), 2019, Springer Publishing Company. (Lecture Notes in Computer Science, Vol. 11687).

Research output: Book/ReportAnthologyResearchpeer-review

1 Citation (Scopus)

Fueling AI with Public Displays? A Feasibility Study of Collecting Biometrically Tagged Consensual Data on a University Campus

Hosio, S., Alorwu, A., van Berkel, N., Bordallo, M., Seetharaman, M., Oppenlaender, J. & Goncalves, J., 2019, Proceedings of the ACM International Symposium on Pervasive Displays. p. 14:1-14:7

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2 Downloads (Pure)

Full-Band Music Genres Interpolations with Wasserstein Autoencoders

Borghuis, T., Tibo, A., Conforti, S., Brusci, L. & Frasconi, P., 2019, Ital-IA.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
music
interpolation
acids
acoustics
29 Downloads (Pure)

Graph Convolutional Networks for Road Networks

Skovgaard Jepsen, T., Jensen, C. S. & Nielsen, T. D., 5 Nov 2019, Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (eds.). Association for Computing Machinery, p. 460-463 4 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Learning systems
Fusion reactions
Neural networks
3 Citations (Scopus)

Guaranteed Control Synthesis for Continuous Systems in Uppaal Tiga

Larsen, K. G., Coent, A. C. L., Mikučionis, M. & Taankvist, J. H., 2019, Proceedings of International Workshop on Design, Modeling, and Evaluation of Cyber Physical Systems. Heidelberg: Springer, p. 113-133 (Lecture Notes in Computer Science, Vol. 11615).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Adaptive cruise control
Reinforcement learning
Dynamical systems

Haaukins: A Highly Accessible and Automated Virtualization Platform for Security Education

Panum, T. K., Hageman, K. D., Pedersen, J. M. & Hansen, R. R., 2 Sep 2019, 2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT). IEEE, 3 p. (International Conference on Advanced Learning Technologies (ICALT)).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Education
Students
Computer networks
Automation
Virtualization

HisRect: Features from Historical Visits and Recent Tweet for Co-Location Judgement

Li, P., Lu, H., Zheng, Q., Li, S. & Pan, G., 2019, (Accepted/In press) In : I E E E Transactions on Knowledge & Data Engineering.

Research output: Contribution to journalJournal articleResearchpeer-review

How Diverse Are Federated Query Execution Plans Really?

Jakobsen, A. L., Montoya, G. & Hose, K., 2019, The Semantic Web: ESWC 2019 Satellite Events. Springer, p. 105-110 6 p. (Lecture Notes in Computer Science, Vol. 11762).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Engines
Demonstrations

How new is the (RDF) news? Assessing knowledge graph completeness over news feed entities

Sagi, T., Wolf, Y. & Hose, K., 13 May 2019, The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, p. 714-721 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

IHCS: An Integrated Hybrid Cleaning System

Ge, C., Gao, Y., Miao, X., Chen, L., Jensen, C. S. & Zhu, Z., 2019, In : Proceedings of the VLDB Endowment. 12, 12, p. 1874-1877 4 p.

Research output: Contribution to journalConference article in JournalResearchpeer-review

Open Access
Cleaning
Process monitoring
Error detection
Repair
Personnel