1. 2020
  2. Published

    Learning automata with side-effects

    van Heerdt, G., Sammartino, M. & Silva, A., 21 Aug 2020, Coalgebraic Methods in Computer Science - 15th IFIP WG 1.3 International Workshop, CMCS 2020, Colocated with ETAPS 2020, Proceedings. Petrisan, D. & Rot, J. (eds.). Springer, p. 68-89 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12094 LNCS).

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

  3. Published

    A polynomial kernel for 3-leaf power deletion

    Ahn, J., Eiben, E., Kwon, O. J. & Oum, S. I., 18 Aug 2020, 45th International Symposium on Mathematical Foundations of Computer Science, MFCS 2020. Esparza, J., Kral�, D. & Kral�, D. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 1-14 14 p. MFCS-2020-5. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 170).

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

  4. Published

    Exact and approximate algorithms for computing a second hamiltonian cycle

    Deligkas, A., Mertzios, G. B., Spirakis, P. G. & Zamaraev, V., 18 Aug 2020, 45th International Symposium on Mathematical Foundations of Computer Science, MFCS 2020. Esparza, J., Kral�, D. & Kral�, D. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 1-13 13 p. MFCS-2020-27. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 170).

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

  5. Published

    Extending nearly complete 1-planar drawings in polynomial time

    Eiben, E., Ganian, R., Hamm, T., Klute, F. & Nöllenburg, M., 18 Aug 2020, 45th International Symposium on Mathematical Foundations of Computer Science, MFCS 2020. Esparza, J., Kral�, D. & Kral�, D. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 1-16 16 p. MFCS-2020-31. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 170).

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

  6. Published

    Adaptive bone abnormality detection in medical imagery using deep neural networks

    Storey, O., Wei, B., Zhang, L. & Romuald Fotso Mtope, F., 15 Aug 2020, World Scientific Proceedings Series on Computer Engineering and Information Science. In: Developments of Artificial Intelligence Technologies in Computation and Robotics. World Scientific Proceedings Series on Computer Engineering and Information Science, 12.: World Scientific, Singapore, p. 915-922 8 p.

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

  7. Published

    Deep learning based melanoma diagnosis using dermoscopic images

    Wall, C., Young, F., Zhang, L., Phillips, E-J., Jiang, R. & Yu, Y., 15 Aug 2020, World Scientific Proceedings Series on Computer Engineering and Information Science. In: Developments of Artificial Intelligence Technologies in Computation and Robotics. World Scientific Proceedings Series on Computer Engineering and Information Science, 12. : World Scientific, Singapore, p. 907-914 8 p.

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

  8. Published

    Deep learning-based fall detection

    Chiang, J. W. H. & Zhang, L., 15 Aug 2020, Deep learning-based fall detection . In: Developments of Artificial Intelligence Technologies in Computation and Robotics. World Scientific Proceedings Series on Computer Engineering and Information Science, 12.: World Scientific, Singapore, p. 891-898 8 p.

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

  9. Published

    In-vehicle object detection in the wild for driverless vehicles

    Dinakaran, R., Zhang, L. & Jiang, R., 15 Aug 2020, World Scientific Proceedings Series on Computer Engineering and Information Science. In: Developments of Artificial Intelligence Technologies in Computation and Robotics. World Scientific Proceedings Series on Computer Engineering and Information Science, 12.: World Scientific, Singapore, p. 1139-1147 9 p.

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

  10. E-pub ahead of print

    Target Search on Road Networks with Range-Constrained UAVs and Ground-based Mobile Recharging Vehicles

    Booth, K., Piacentini, C., Bernardini, S. & Beck, C., 11 Aug 2020, (E-pub ahead of print) In: IEEE Robotics and Automation Letters. 8 p.

    Research output: Contribution to journalArticlepeer-review

  11. Published

    “Ethics When You Least Expect It”: A Modular Approach to Short Course Data Ethics Instruction

    Bezuidenhout, L., Quick, R. & Shanahan, H., Aug 2020, In: Science and Engineering Ethics. 26, p. 2189-2213 25 p.

    Research output: Contribution to journalArticlepeer-review

  12. Published

    Non-well-founded Proof Theory of Transitive Closure Logic

    Cohen, L. & Rowe, R., Aug 2020, In: ACM Transactions on Computational Logic. 21, 4, p. 1-31 31 p., 31.

    Research output: Contribution to journalArticlepeer-review

  13. Published

    Computationally efficient versions of conformal predictive distributions

    Vovk, V., Petej, I., Nouretdinov, I., Manokhin, V. & Gammerman, A., 15 Jul 2020, In: Neurocomputing. 397, p. 292-308 17 p.

    Research output: Contribution to journalArticlepeer-review

  14. Published

    Universal algorithms for multinomial logistic regression under Kullback-Leibler game

    Dzhamtyrova, R. & Kalnishkan, Y., 15 Jul 2020, In: Neurocomputing. 397, p. 369-380 12 p.

    Research output: Contribution to journalArticlepeer-review

  15. Published

    What is semantic diversity and why does it facilitate visual word recognition?

    Cevoli, B., Watkins, C. & Rastle, K., 14 Jul 2020, In: Behavior Research Methods. p. 1-17 17 p.

    Research output: Contribution to journalArticlepeer-review

  16. Published

    Silent speech decoding using spectrogram features based on neuromuscular activities

    Wang, Y., Zhang, M., Wu, R., Gao, H., Yang, M., Luo, Z. & Li, G., 11 Jul 2020, In: Brain Sciences. 10, 7, p. 1-14 14 p., 442.

    Research output: Contribution to journalArticlepeer-review

  17. Published

    An electronic nose-based assistive diagnostic prototype for lung cancer detection with conformal prediction

    Zhan, X., Wang, Z., Yang, M., Luo, Z., Wang, Y. & Li, G., 1 Jul 2020, In: Measurement. 158, p. 1-10 10 p., 107588.

    Research output: Contribution to journalArticlepeer-review

  18. Forthcoming

    Intelligent Exploration and Autonomous Navigation in Confined Spaces

    Akbari, A. & Bernardini, S., 1 Jul 2020, (Accepted/In press) International Conference on Intelligent Robots and Systems (IROS): 2020 IEEE/RSJ. IEEE Xplore, p. 2157-2164 8 p. 1209

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

  19. Published

    A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation

    Bagga, P., Paoletti, N., Alrayes, B. & Stathis, K., Jul 2020, p. 297-303. 7 p.

    Research output: Contribution to conferencePaperpeer-review

  20. Published

    Intelligent optic disc segmentation using improved particle swarm optimization and evolving ensemble models

    Zhang, L. & Lim, C. P., Jul 2020, In: Applied Soft Computing. 92, 106328.

    Research output: Contribution to journalArticlepeer-review

  21. Published

    On Generating Efficient Data Summaries for Logistic Regression: A Coreset-based Approach

    Riquelme Granada, N., Nguyen, D. K. A. & Luo, Z., Jul 2020, 9th International Conference on Data Science, Technology and Applications (DATA 2020). Vol. 1. p. 78-89 12 p.

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

  22. Published

    SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization

    Gao, Y., Zhao, W. & Eger, S., Jul 2020, p. 1347-1354. 8 p.

    Research output: Contribution to conferencePaperpeer-review

  23. Published

    Transatlantic Perspectives on the Use of Data Science in Museums and Heritage

    Platts, H., Howard, D., Dalton, P. & Watkins, C., Jul 2020, UK Research and Innovation.

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

  24. Published

    RDA COVID-19 Recommendations and Guidelines on Data Sharing

    Research Data Alliance COVID-19 Working Group, 30 Jun 2020, 144 p.

    Research output: Book/ReportBook

  25. Published

    Extending partial 1-planar drawings

    Eiben, E., Ganian, R., Hamm, T., Klute, F. & Nöllenburg, M., 29 Jun 2020, 47th International Colloquium on Automata, Languages, and Programming, ICALP 2020. Czumaj, A., Dawar, A. & Merelli, E. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 1-19 19 p. 43. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 168).

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

  26. Published

    On quasipolynomial multicut-mimicking networks and kernelization of multiway cut problems

    Wahlström, M., 29 Jun 2020, ICALP 2020. Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, Vol. 168. p. 1-14 14 p. 101

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

  27. Published

    Tree polymatrix games are PPAD-hard

    Deligkas, A., Fearnley, J. & Savani, R., 29 Jun 2020, 47th International Colloquium on Automata, Languages, and Programming, ICALP 2020. Czumaj, A., Dawar, A. & Merelli, E. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 1-14 14 p. 38. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 168).

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

  28. Published

    Integrating Induction and Coinduction via Closure Operators and Proof Cycles

    Cohen, L. & Rowe, R. N. S., 24 Jun 2020, Automated Reasoning - 10th International Joint Conference, IJCAR 2020, Proceedings. Peltier, N. & Sofronie-Stokkermans, V. (eds.). Springer, p. 375-394 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12166 LNAI).

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

  29. E-pub ahead of print

    Monadic Decomposition in Integer Linear Arithmetic

    Hague, M., Lin, A., Ruemmer, P. & Wu, Z., 24 Jun 2020, (E-pub ahead of print) International Joint Conference on Automated Reasoning: IJCAR 2020. Springer-Verlag, p. 122-140 19 p. (Lecture Notes in Computer Science; vol. 12166).

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

  30. E-pub ahead of print

    Algebras for Tree Decomposable Graphs

    Bruni, R., Montanari, U. & Sammartino, M., 23 Jun 2020, (E-pub ahead of print) Graph Transformation - 13th International Conference, ICGT 2020, Held as Part of STAF 2020, Proceedings. Gadducci, F. & Kehrer, T. (eds.). Springer, p. 203-220 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12150 LNCS).

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

  31. Published

    Privacy-Functionality Trade-off: A Privacy-Preserving Multi-Channel Smart Metering System

    Zhang, X., Kuenzel, S., Córdoba-Pachón, J-R. & Watkins, C., 21 Jun 2020, In: Energies. 13, 12, p. 1-30 30 p., 3221.

    Research output: Contribution to journalArticlepeer-review

  32. Published

    Crystal Structure Prediction via Oblivious Local Search

    Antypov, D., Deligkas, A., Gusev, V., Rosseinsky, M. J., Spirakis, P. G. & Theofilatos, M., 12 Jun 2020, 18th International Symposium on Experimental Algorithms, SEA 2020. Faro, S. & Cantone, D. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 1-14 14 p. 21. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 160).

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

  33. Published

    Combining p-values via averaging

    Vovk, V. & Wang, R., 11 Jun 2020, In: Biometrika. 107, 4, p. 791-808 18 p., asaa027.

    Research output: Contribution to journalArticlepeer-review

  34. Published

    Removing connected obstacles in the plane is FPT

    Eiben, E. & Lokshtanov, D., 8 Jun 2020, 36th International Symposium on Computational Geometry, SoCG 2020. Cabello, S. & Chen, D. Z. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 1-14 14 p. LIPIcs-SoCG-2020-39. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 164).

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

  35. E-pub ahead of print

    Competitive online quantile regression

    Dzhamtyrova, R. & Kalnishkan, Y., 5 Jun 2020, (E-pub ahead of print) Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part I. Lesot, M-J., Vieira, S., Reformat, M., Carvalho, J. P., Wilbik, A., Bouchon-Meunier, B. & Yager, R. R. (eds.). 1st ed. Springer, p. 499-512 14 p. (Communications in Computer and Information Science; vol. 1237).

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

  36. Published

    Refining Process Descriptions from Execution Data in Hybrid Planning Domain Models

    Linday, A., Franco Aixela, S., Reya, R. & McCluskey, L., 1 Jun 2020, Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, Nancy, France, October 26-30, 2020. AAAI Press, Vol. 30 (2020). p. 469-477 9 p.

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

  37. Published

    Through the Lens of Sequence Submodularity

    Bernardini, S., Fagnani, F. & Piacentini, C., 1 Jun 2020, Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling. AAAI Press, Vol. 30. p. 38-47 10 p.

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

  38. Published

    A Colored Path Problem and Its Applications

    Eiben, E. & Kanj, I., Jun 2020, In: ACM Transactions on Algorithms (TALG). 16, 4, p. 1-48 48 p., 47.

    Research output: Contribution to journalArticlepeer-review

  39. Published

    Constraint Branching in Workflow Satisfiability Problem

    Gutin, G. & Karapetyan, D., Jun 2020, SACMAT 2020: Symposium on Access Control Models and Technologies. p. 93-103 11 p.

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

  40. Published

    Purely functional GLL parsing

    van Binsbergen, L. T., Scott, E. & Johnstone, A., Jun 2020, In: Journal of Computer Languages. 58, 17 p., 100945.

    Research output: Contribution to journalArticlepeer-review

  41. Published

    Representative sets and irrelevant vertices: New tools for kernelization

    Kratsch, S. & Wahlström, M., Jun 2020, In: Journal of the ACM. p. 1-50 50 p., 16.

    Research output: Contribution to journalArticlepeer-review

  42. Published

    Semi-Algebraic Proofs, IPS Lower Bounds and the τ-Conjecture: Can a Natural Number be Negative?

    Alekseev, Y., Grigoriev, D., Hirsch, E. & Tzameret, I., Jun 2020, STOC 2020: Proceedings of the 52nd Annual ACM SIGACT Symposium on Theory of Computing. Association for Computing Machinery (ACM), p. 54-67 14 p.

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

  43. Published

    Using decomposition-parameters for QBF: Mind the prefix!

    Eiben, E., Ganian, R. & Ordyniak, S., Jun 2020, In: Journal of Computer and System Sciences. 110, p. 1-21 21 p.

    Research output: Contribution to journalArticlepeer-review

  44. Published

    The Corrected Gene Proximity map for analyzing the 3D genome organization using Hi-C data

    Ye, C., Paccanaro, A., Gerstein, M. & Yan, K-K., 29 May 2020, In: BMC Bioinformatics. 21, p. 1-18 18 p., 222.

    Research output: Contribution to journalArticlepeer-review

  45. Published

    Anomaly Detection in Video Games

    Wilkins, B., Watkins, C. & Stathis, K., 20 May 2020, In: ArXiv.org. p. 1-4 4 p., 2005.10211.

    Research output: Contribution to journalArticle

  46. Published

    Facilitating plausible deniability for cloud providers regarding tenants' activities using trusted execution

    O'Keeffe, D., Vranaki, A., Pasquier, T. & Eyers, D., 19 May 2020, Proceedings - 2020 IEEE International Conference on Cloud Engineering, IC2E 2020. Institute of Electrical and Electronics Engineers Inc., p. 59-65 7 p. (Proceedings - 2020 IEEE International Conference on Cloud Engineering, IC2E 2020).

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

  47. Published

    A Multi-Robot Platform for the Autonomous Operation and Maintenance of Offshore Wind Farms

    Bernardini, S., Jovan, F., Jiang, Z., Watson, S., Weightman, A., Moradi, P., Richardson, T., Sadeghian, R. & Sareh, S., May 2020, International Conference on Autonomous Agents and Multi-Agent Systems 2020 . p. 1696-1700 5 p.

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

  48. Published

    Arc-disjoint in- and out-branchings rooted at the same vertex in compositions of digraphs

    Gutin, G. & Sun, Y., May 2020, In: Discrete Mathematics. 343, 5, p. 1-4 4 p., 111816.

    Research output: Contribution to journalArticlepeer-review

  49. Published

    Steepest ascent can be exponential in bounded treewidth problems

    Cohen, D. A., Cooper, M. C., Kaznatcheev, A. & Wallace, M., May 2020, In: Operations Research Letters. 48, 3, p. 217-224 8 p.

    Research output: Contribution to journalArticlepeer-review

  50. Published

    PAIGE: Towards a hybrid-edge design for privacy-preserving intelligent personal assistants

    Liang, Y., O'Keeffe, D. & Sastry, N., 27 Apr 2020, EdgeSys 2020 - Proceedings of the 3rd ACM International Workshop on Edge Systems, Analytics and Networking, Part of EuroSys 2020. Association for Computing Machinery, Inc, p. 55-60 6 p. (EdgeSys 2020 - Proceedings of the 3rd ACM International Workshop on Edge Systems, Analytics and Networking, Part of EuroSys 2020).

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

  51. Published

    Sparsification of SAT and CSP Problems via Tractable Extensions

    Lagerkvist, V. & Wahlstrom, M., 26 Apr 2020, In: ACM Transactions on Computation Theory (TOCT). 12, 2, p. 1-29 29 p., 13.

    Research output: Contribution to journalArticlepeer-review

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