1. 2019
  2. Published

    Binary Search in Graphs Revisited

    Deligkas, A., Mertzios, G. & Spirakis, P., 15 May 2019, In: Algorithmica. 81, p. 1757–1780 24 p.

    Research output: Contribution to journalArticlepeer-review

  3. E-pub ahead of print

    Modelling the Privacy Impact of External Knowledge for Sensor Data in the Industrial Internet of Things

    Darwish, S., Nouretdinov, I. & Wolthusen, S., 14 May 2019, (E-pub ahead of print) Security and Privacy Trends in the Industrial Internet of Things. p. 223-243 21 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  4. Published

    Network Representation Learning Enhanced Recommendation Algorithm

    Wang, Q., Yu, Y., Gao, H., Zhang, L., Cao, Y., Mao, L., Dou, K. & Ni, W., 10 May 2019, In: IEEE Access. 7, p. 61388-61399 12 p.

    Research output: Contribution to journalArticlepeer-review

  5. Published

    Adaptive Multi-agent System for Situated Task Allocation

    Baert, Q., Caron, A-C., Morge, M., Routier, J-C. & Stathis, K., 8 May 2019, p. 1790-1792. 3 p.

    Research output: Contribution to conferencePaperpeer-review

  6. Published

    Path-contractions, edge deletions and connectivity preservation

    Gutin, Z., Ramanujan, M. S., Reidl, F. & Wahlstrom, M., May 2019, In: Journal of Computer and System Sciences. 101, p. 1-20 20 p.

    Research output: Contribution to journalArticlepeer-review

  7. E-pub ahead of print

    Data-Driven Robust Control for a Closed-Loop Artificial Pancreas

    Paoletti, N., Liu, K. S., Chen, H., Smolka, S. A. & Lin, S., 23 Apr 2019, (E-pub ahead of print) In: IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB). p. 1-13 13 p.

    Research output: Contribution to journalArticlepeer-review

  8. Submitted

    9 Simple recommendations for teaching data skills

    Shanahan, H., 16 Apr 2019, (Submitted) In: Data Science Journal.

    Research output: Contribution to journalArticlepeer-review

  9. Published

    Synthesizing stealthy reprogramming attacks on cardiac devices

    Paoletti, N., Jiang, Z., Islam, M. A., Abbas, H., Mangharam, R., Lin, S., Gruber, Z. & Smolka, S. A., 16 Apr 2019, 10th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS 2019). ACM, p. 13-22 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. Published

    Derivation representation using binary subtree sets

    Scott, E., Johnstone, A. & van Binsbergen, L. T., 15 Apr 2019, In: Science of Computer Programming. 175, p. 63-84 22 p.

    Research output: Contribution to journalArticlepeer-review

  11. Published

    Counting Linear Extensions: Parameterizations by Treewidth

    Eiben, E., Ganian, R., Kangas, K. & Ordyniak, S., 1 Apr 2019, In: Algorithmica. 81, p. 1657-1683 27 p.

    Research output: Contribution to journalArticlepeer-review

  12. Published

    On Singleton Arc Consistency for CSPs Defined by Monotone Patterns

    Carbonnel, C., Cohen, D., Cooper, M. & Živný, S., Apr 2019, In: Algorithmica. 81, 4, p. 1699–1727 29 p.

    Research output: Contribution to journalArticlepeer-review

  13. Published

    Quality of Service (QoS) Aware Workflow Scheduling (WFS) in Cloud Computing: A Systematic Review

    Kaur, S., Bagga, P., Hans, R. & Kaur, H., Apr 2019, In: Arabian Journal for Science and Engineering. 44, 4, p. 2867-2897 31 p.

    Research output: Contribution to journalArticlepeer-review

  14. Published

    Accurate Hit Estimation for Iterative Screening Using Venn-ABERS Predictors

    Buendia, R., Kogej, T., Engkvist, O., Carlsson, L., Linusson, H., Johansson, U., Toccaceli, P. & Ahlberg, E., 25 Mar 2019, In: Journal of Chemical Information and Modeling. 59, p. 1230-1237 8 p., 3.

    Research output: Contribution to journalArticlepeer-review

  15. Published

    An Empirical Study of Messaging Passing Concurrency in Go Projects

    Dilley, N. & Lange, J., 18 Mar 2019, SANER 2019 - Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution, and Reengineering. Shihab, E., Lo, D. & Wang, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 377-387 11 p. 8668036. (SANER 2019 - Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution, and Reengineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  16. Published

    Combination of inductive mondrian conformal predictors

    Toccaceli, P. & Gammerman, A., 15 Mar 2019, In: Machine Learning. 108, p. 489–510 22 p.

    Research output: Contribution to journalArticlepeer-review

  17. Published

    Distributed Methods for Computing Approximate Equilibria

    Czumaj, A., Deligkas, A., Fasoulakis, M., Fearnley, J., Jurdzinski, M. & Savani, R., 15 Mar 2019, In: Algorithmica. 81, p. 1205–1231 27 p.

    Research output: Contribution to journalArticlepeer-review

  18. Published

    Nonparametric predictive distributions based on conformal prediction

    Vovk, V., Shen, J., Manokhin, V. & Xie, M., 15 Mar 2019, In: Machine Learning. 108, p. 445-474 30 p.

    Research output: Contribution to journalArticlepeer-review

  19. Published

    Evolving Ensemble Models for Image Segmentation Using Enhanced Particle Swarm Optimization

    Tan, T. Y., Zhang, L., Lim, C. P., Fielding, B., Yu, Y. & Anderson, E., 5 Mar 2019, In: IEEE Access. 7, p. 34004-34019 16 p.

    Research output: Contribution to journalArticlepeer-review

  20. Published

    A Hierarchical and Regional Deep Learning Architecture for Image Description Generation

    Kinghorn, P., Zhang, L. & Shao, L., 1 Mar 2019, In: Pattern Recognition Letters. 119, p. 77-85 9 p.

    Research output: Contribution to journalArticlepeer-review

  21. Published

    A probabilistic argumentation framework for reinforcement learning agents

    Riveret, R., Gao, Y., Governatori, G., Rotolo, A., Pitt, J. & Sartor, G., Mar 2019, In: Autonomous Agents and Multi-Agent Systems. 33, 1-2, p. 216-274 59 p.

    Research output: Contribution to journalArticlepeer-review

  22. Published

    Rethinking statistical learning theory: learning using statistical invariants

    Vapnik, V. & Izmailov, R., Mar 2019, In: Machine Learning. 108, 3, p. 381-423 43 p.

    Research output: Contribution to journalArticlepeer-review

  23. Published

    Discrimination of Different Species of Dendrobium with an Electronic Nose Using Aggregated Conformal Predictor

    Wang, Y., Wang, Z., Diao, J., Sun, X., Luo, Z. & Li, G., 25 Feb 2019, In: Sensors. 19, 4, p. 1-15 15 p., 964.

    Research output: Contribution to journalArticlepeer-review

  24. Published

    Application of an evolutionary algorithm-based ensemble model to job-shop scheduling. Journal of Intelligent Manufacturing

    Tan, C. J., Neoh, S. C., Lim, C. P., Hanoun, S., Wong, W. P., Loo, C. K., Zhang, L. & Nahavandi, S., 15 Feb 2019, In: Journal of Intelligent Manufacturing. 30, p. 879–890 12 p.

    Research output: Contribution to journalArticlepeer-review

  25. Published

    Binary constraint satisfaction problems defined by excluded topological minors

    Cohen, D., Cooper, M. C., Jeavons, P. G. & Zivny, S., Feb 2019, In: Infor. and Computation. 264, p. 12-31 20 p.

    Research output: Contribution to journalArticlepeer-review

  26. Published

    Executable component-based semantics

    van Binsbergen, L. T., Mosses, P. D. & Sculthorpe, N., Feb 2019, In: Journal of Logical and Algebraic Methods in Programming. 103, p. 184-212 29 p.

    Research output: Contribution to journalArticlepeer-review

  27. Published

    Intelligent Facial Expression Recognition Using Particle Swarm Optimization Based Feature Selection

    Robson, A. & Zhang, L., 31 Jan 2019, 2018 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE Symposium Series on Computational Intelligence (SSCI): IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  28. E-pub ahead of print

    Quadri-histogram equalization using cutoff limits based on the size of each histogram with preservation of average brightness

    Brizuela Pineda, I. A., Medina Caballero, R. D., Cáceres Silva, J. J., Mello Román, J. C. & Vázquez Noguera, J. L., 28 Jan 2019, (E-pub ahead of print) In: Signal, Image and Video Processing. p. 1-9 9 p.

    Research output: Contribution to journalArticlepeer-review

  29. E-pub ahead of print

    Alternative parameterizations of Metric Dimension

    Gutin, G., Ramanujan, M. S., Reidl, F. & Wahlstrom, M., 25 Jan 2019, (E-pub ahead of print) In: Theoretical Computer Science. p. 1-11 11 p.

    Research output: Contribution to journalArticlepeer-review

  30. Published

    Multi-Budgeted Directed Cuts

    Kratsch, S., Li, S., Marx, D., Pilipczuk, M. & Wahlstrom, M., 25 Jan 2019, IPEC 2018. Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, Vol. 115. p. 18:1-18:14 14 p. 18. (Leibniz International Proceedings in Informatics (LIPIcs)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  31. Published

    Neural Personalized Ranking via Poisson Factor Model for Item Recommendation

    Yu, Y., Zhang, L., Wang, C., Gao, R., Zhao, W. & Jiang, J., 3 Jan 2019, In: Complexity. 3563674 .

    Research output: Contribution to journalArticlepeer-review

  32. E-pub ahead of print

    Decision procedures for path feasibility of string-manipulating programs with complex operations

    Chen, T., Hague, M., Lin, A., Rümmer, P. & Wu, Z., 2 Jan 2019, (E-pub ahead of print) p. 1-30. 30 p.

    Research output: Contribution to conferencePaperpeer-review

  33. Submitted

    Embedding Open Science practice into Data Science Training

    Shanahan, H., 1 Jan 2019, (Submitted).

    Research output: Contribution to conferencePosterpeer-review

  34. Published

    On r-Simple k-Path and Related Problems Parameterized by k/r

    Gutin, G., Wahlstrom, M. & Zehavi, M., Jan 2019, Proceedings of the 2019 Annual ACM-SIAM Symposium on Discrete Algorithms. SIAM, p. 1750-1769 20 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  35. Published

    Semi-supervised domain adaptation via Fredholm integral based kernel methods

    Wang, W., Wang, H., Zhang, Z., Zhang, C. & Gao, Y., Jan 2019, In: Pattern Recognition. 85, p. 185-197 13 p.

    Research output: Contribution to journalArticlepeer-review

  36. Published

    Competitive Online Generalised Linear Regression with Multidimensional Outputs

    Dzhamtyrova, R. & Kalnishkan, Y., 2019, Proceedings of IJCNN 2019. IEEE, p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  37. Published

    Competitive Online Generalised Linear Regression with Multidimensional Outputs

    Dzhamtyrova, R. & Kalnishkan, Y., 2019, Competitive Online Generalised Linear Regression with Multidimensional Outputs. Proceedings of IJCNN 2019. IEEE, p. 1-8

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  38. Unpublished
  39. Published

    Conformal predictor combination using Neyman–Pearson Lemma

    Toccaceli, P., 2019, Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications. Proceedings of Machine Learning Research, Vol. 105. p. 66-88 23 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  40. Published

    Cyclisation of Cell-Penetrating PDZ-Binding Peptides Directed to PSD95

    Dabhi, S., Duberly, K., Alnasir, J., Wijesiriwardana, N. & Austen, B., 2019, In: American Research Journal of Chemistry. 3, 1, p. 1-11 11 p.

    Research output: Contribution to journalArticlepeer-review

  41. Unpublished

    Executable Formal Specification of Programming Languages with Reusable Components

    van Binsbergen, L. T., 2019, (Unpublished) 274 p.

    Research output: ThesisDoctoral Thesis

  42. Unpublished

    Going Beyond Homology for Predicting Protein Function for Newly Sequenced Organisms

    Torres Bobadilla, M., 2019, (Unpublished) 136 p.

    Research output: ThesisDoctoral Thesis

  43. Published

    Improving Planning Performance in PDDL+ Domains via Automated Predicate Reformulation

    Franco, S., Vallati, M., Lindsay, A. & McCluskey, T. L., 2019, Computational Science - ICCS 2019 : 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part V. Rodrigues, J. M. F., Cardoso, P. J. S., Monteiro, J. M., Lam, R., Krzhizhanovskaya, V. V., Lees, M. H., Dongarra, J. J. & Sloot, P. M. A. (eds.). Springer, Vol. 11540. p. 491-498 8 p. (Lecture Notes in Computer Science; vol. 11540).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  44. Forthcoming

    Learning interpretable disease self-representations for drug repositioning

    Galeano Galeano, D., Frasca, F., Gonzalez, G., Lapanogov, I., Veselkov, K., Paccanaro, A. & Bronstein, M. M., 2019, (Accepted/In press) Conference on Neural Information Processing Systems (NeurIPS) 2019: Graph representation Learning Workshop .

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  45. Unpublished
  46. Unpublished

    Towards a Question Answering View of Natural Language Processing

    Zukov Gregoric, A., 2019, (Unpublished)

    Research output: ThesisDoctoral Thesis

  47. 2018
  48. Published

    Transcriptomics: Quantifying Non-Uniform Read Distribution Using MapReduce

    Alnasir, J. & Shanahan, H., 27 Dec 2018, In: International Journal for the Foundations of Computer Science. 29, 8, 20 p.

    Research output: Contribution to journalArticlepeer-review

  49. Published

    Blending Human and Artificial Intelligence to Support Autistic Children's Social Communication Skills

    Porayska-Pomsta, K., Alcorn, A., Avramides, K., Beale, S., Bernardini, S., Foster, M. E., Frauenberger, C., Good, J., Guldberg, K., Keay-Bright, W., Kossyvaki, L., Lemon, O., Mademtzi, M., Menzies, R., Pain, H., Rajendran, G., Waller, A., Wass, S. & Smith, T. J., 20 Dec 2018, In: ACM Transactions on Computer-Human Interaction (TOCHI). 25, 6, p. 1-35 35 p., 35.

    Research output: Contribution to journalArticlepeer-review

  50. Published

    Bayesian semi-supervised learning with graph Gaussian processes

    Ng, Y. C., Colombo, N. & Silva, R., 3 Dec 2018, In: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS. p. 1690-1701 12 p.

    Research output: Contribution to journalConference articlepeer-review

  51. Published

    Robustness Against Unknown Noise for Raw Data Fusing Neural Networks

    Bijelic, M., Muench, C., Ritter, W., Kalnishkan, Y. & Dietmayer, K., Dec 2018, 21st IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2018). IEEE Xplore, p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  52. Published

    Decidable models of integer-manipulating programs with recursive parallelism

    Hague, M. & Lin, A., 30 Nov 2018, In: Theoretical Computer Science. 750, p. 24-37 14 p.

    Research output: Contribution to journalArticlepeer-review

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