1. 2022
  2. Published

    An evolving ensemble model of multi-stream convolutional neural networks for human action recognition in still images

    Slade, S., Zhang, L., Yu, Y. & Lim, C. P., 30 Jan 2022, In: Neural Computing and Applications.

    Research output: Contribution to journalArticlepeer-review

  3. Published

    A Unifying Framework for Characterizing and Computing Width Measures

    Eiben, E., Ganian, R., Hamm, T., Jaffke, L. & Kwon, O. J., 25 Jan 2022, p. 63:1--63:23. 23 p.

    Research output: Contribution to conferencePaperpeer-review

  4. Published

    Twenty seconds of visual behaviour on social media gives insight into personality

    Woods, C., Luo, Z., Watling, D. & Durant, S., 21 Jan 2022, In: Scientific Reports. 12, 1, p. 1-11 11 p., 1178.

    Research output: Contribution to journalArticlepeer-review

  5. Published

    Deep Learning Based Fault Prediction in Wireless Sensor Network Embedded Cyber-Physical Systems for Industrial Processes

    Ruan, H., Dorneanu, B., Mohamed, A., Arellano-Garcia, H., Xiao, P. & Zhang, L., 20 Jan 2022, In: IEEE Access.

    Research output: Contribution to journalArticlepeer-review

  6. E-pub ahead of print

    Solving String Constraints With Regex-Dependent Functions Through Transducers With Priorities And Variables

    Chen, T., Flores Lamas, A., Hague, M., Han, Z., Hu, D., Kan, S., Lin, A., Ruemmer, P. & Wu, Z., 12 Jan 2022, (E-pub ahead of print) Principles of Programming Languages 2022. ACM, Vol. 6. p. 1-31 31 p. 45

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

  7. Published

    Audio Feature Ranking for Sound-Based COVID-19 Patient Detection

    Meister, J., Nguyen, K. & Luo, Z., 2022, Lecture Notes in Computer Science (volume 13566): Progress in Artificial Intelligence. EPIA 2022. . Marreiros, G., Martins, B., Paiva, A., Ribeiro, B. & Sardinha, A. (eds.). Springer, [Cham], Vol. 13566. p. 146–158

    Research output: Chapter in Book/Report/Conference proceedingChapter

  8. Published

    Calibration of Natural Language Understanding Models with Venn–ABERS Predictors

    Giovannotti, P., 2022.

    Research output: Contribution to conferencePaperpeer-review

  9. Published

    Component Order Connectivity in Directed Graphs

    Bang-Jensen, J., Eiben, E., Gutin, G., Wahlström, M. & Yeo, A., 2022, In: Algorithmica. 84, p. 2767-2784

    Research output: Contribution to journalArticlepeer-review

  10. Published

    Convergence and Correctness of Belief Propagation for Weighted Min-Max Flow

    Dai, G., Guo, L., Gutin, G., Zhang, X. & Zhang, Z., 2022, In: Discrete Applied Mathematics.

    Research output: Contribution to journalArticlepeer-review

  11. Unpublished

    Coreset-based Protocols for Machine Learning Classification

    Riquelme Granada, N., 2022, (Unpublished)

    Research output: ThesisDoctoral Thesis

  12. Forthcoming

    Deep Learnable Strategy Templates for Multi-Issue Bilateral Negotiation

    Bagga, P., Paoletti, N. & Stathis, K., 2022, (Accepted/In press).

    Research output: Contribution to conferencePaperpeer-review

  13. Forthcoming

    Heterogeneous Facility Location with Limited Resources

    Deligkas, A., Filos-Ratsikas, A. & Voudouris, A., 2022, (Accepted/In press) AAAI Conference on Artificial Intelligence, AAAI 2022.

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

  14. Published

    How to be FAIR with your data

    Shanahan, H., 2022, Göttingen: Göttingen University Press. 203 p.

    Research output: Book/ReportBook

  15. Published

    Kings in Multipartite Hypertournaments

    Ai, J., Gerke, S. & Gutin, G., 2022, In: Journal of Graph Theory. 99, 1, p. 82-89

    Research output: Contribution to journalArticlepeer-review

  16. Published

    Machine Learning for Probabilistic Prediction

    Manokhin, V., 2022

    Research output: ThesisDoctoral Thesis

  17. Published

    Malware in Motion

    Choudhury, R., Luo, Z. & Nguyen, K., 2022, p. 595-602.

    Research output: Contribution to conferencePaperpeer-review

  18. Forthcoming

    Modern Type Theories: Their Development and Applications

    Luo, Z., 2022, (Accepted/In press) Tsinghua University Press.

    Research output: Book/ReportBook

  19. Published

    Parameterized Complexity of Hotelling-Downs with Party Nominees

    Deligkas, A., Eiben, E. & Goldsmith, T-L., 2022, International Joint Conference on Artificial Intelligence, IJCAI 2022. p. 244-250

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

  20. Published

    Perfect Forests in Graphs and Their Extensions

    Gutin, G. & Yeo, A., 2022, In: Journal of Graph Theory. 101, 3

    Research output: Contribution to journalArticlepeer-review

  21. Forthcoming

    Pizza Sharing is PPA-hard

    Deligkas, A., Fearnley, J. & Melissourgos, T., 2022, (Accepted/In press).

    Research output: Contribution to conferencePaperpeer-review

  22. Published

    The Complexity of Envy-Free Graph Cutting

    Deligkas, A., Eiben, E., Ganian, R., Hamm, T. & Ordyniak, S., 2022, International Joint Conference on Artificial Intelligence, IJCAI 2022. p. 237-243

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

  23. 2021
  24. Forthcoming

    Kmclib: Automated Inference and Verification of Session Types from OCaml Programs

    Imai, K., Lange, J. & Neykova, R., 24 Dec 2021, (Accepted/In press) In: Lecture Notes in Computer Science. TACAS 2022

    Research output: Contribution to journalConference articlepeer-review

  25. Published

    Game-theoretic Simulations with Cognitive Agents

    Shahid, N., O'Keeffe, D. & Stathis, K., 21 Dec 2021, The 33rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI). IEEE Computer Society, 6 p.

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

  26. Published

    Personalized Tag Recommendation via Denoising Auto-Encoder

    Zhao, W., Shang, L., Yu, Y., Zhang, L., Wang, C. & Chen, J., 20 Dec 2021, In: World Wide Web - Internet and Web Information Systems. 20 p.

    Research output: Contribution to journalArticlepeer-review

  27. E-pub ahead of print

    The (Coarse) Fine-Grained Structure of NP-Hard SAT and CSP Problems

    Lagerkvist, V. & Wahlström, M., 15 Dec 2021, (E-pub ahead of print) In: ACM Transactions on Computation Theory (TOCT). 14, 1, p. 1-54 54 p., 2.

    Research output: Contribution to journalArticlepeer-review

  28. Published

    Protein Function Prediction for newly sequenced organisms

    Torres, M., Yang, H., Romero, A. E. & Paccanaro, A., 9 Dec 2021, In: Nature Machine Intelligence.

    Research output: Contribution to journalArticlepeer-review

  29. Published

    Evolving Deep Architecture Generation with Residual Connections for Image Classification Using Particle Swarm Optimization

    Lawrence, T., Zhang, L., Rogage, K. & Lim, C. P., 28 Nov 2021, In: Sensors. 21, 23, 7936.

    Research output: Contribution to journalArticlepeer-review

  30. Forthcoming

    Quasipolynomial multicut-mimicking networks and kernels for multiway cut problems

    Wahlström, M., 16 Nov 2021, (Accepted/In press) In: ACM Transactions on Algorithms (TALG).

    Research output: Contribution to journalArticlepeer-review

  31. E-pub ahead of print

    Machine learning and network medicine approaches for drug repositioning for COVID-19

    de Siquiera Santos, S., Torres, M., Galeano Galeano, D., Sanchez, M. D. M., Cernuzzi, L. & Paccanaro, A., 9 Nov 2021, (E-pub ahead of print) In: Cell Patterns.

    Research output: Contribution to journalArticlepeer-review

  32. Published

    Detecting Depression from Speech through an Attentive LSTM Network

    Zhao, Y., Xie, Y., LIANG, R., Zhang, L., Zhao, L. & Liu, C., 1 Nov 2021, In: IEICE Transactions on Information and Systems. E104.D, 11, p. 2019-2023 5 p.

    Research output: Contribution to journalArticlepeer-review

  33. Published

    Connected Subgraph Defense Games

    Akrida, E., Deligkas, A., Melissourgos, T. & Spirakis, P. G., Nov 2021, In: Algorithmica. 83, p. 3403-3431 29 p.

    Research output: Contribution to journalArticlepeer-review

  34. Published

    Testing randomness online

    Vovk, V., Nov 2021, In: Statistical Science. 36, 4, p. 595-611 17 p.

    Research output: Contribution to journalArticlepeer-review

  35. E-pub ahead of print

    Constrained Hitting Set Problem with Intervals

    Acharyya, A., Keikha, V., Majumdar, D. & Pandit, S., 20 Oct 2021, (E-pub ahead of print) The 27th International Computing and Combinatorics Conference: COCOON 2021. Springer-Verlag, p. 604-616 13 p. (Lecture Notes in Computer Science).

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

  36. Published

    Role of miR-2392 in driving SARS-CoV-2 infection

    UNC COVID-19 Pathobiology Consortium, 19 Oct 2021, In: Cell Reports. 37, 3, 109839.

    Research output: Contribution to journalArticlepeer-review

  37. Forthcoming

    Boost AI Power: Data Augmentation Strategies With Unlabeled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination With Electronic Nose

    Liu, L., Zhan, X., Wu, R., Guan, X., Wang, Z., Zhang, W., Pilanci, M., Wang, Y., Luo, Z. & Li, G., 15 Oct 2021, (Accepted/In press) In: IEEE Sensors Journal . 21, 20, p. 22995 - 23005

    Research output: Contribution to journalArticlepeer-review

  38. Published

    Progress toward a comprehensive teaching approach to the FAIR data principles

    Shanahan, H., 8 Oct 2021, In: Data Intelligence. 2, 10

    Research output: Contribution to journalArticlepeer-review

  39. Published

    Use of Artificial Intelligence in Regulatory Decision-Making

    Jago, R., van der Gaag, A., Stathis, K., Petej, I., Lertvittayakumjorn, P., Krishnamurthy, Y., Gao, Y., Caceres Silva, J., Webster, M., Gallagher, A. & Austin, Z., 1 Oct 2021, In: Journal of Nursing Regulation. 12, 3, p. 11-19 9 p.

    Research output: Contribution to journalArticlepeer-review

  40. E-pub ahead of print

    Many-visits TSP revisited

    Kowalik, L., Li, S., Nadara, W., Smulewicz, M. & Wahlström, M., 30 Sep 2021, (E-pub ahead of print) In: Journal of Computer and System Sciences.

    Research output: Contribution to journalArticlepeer-review

  41. E-pub ahead of print

    A survey of deep learning approaches for WiFi-based indoor positioning

    Feng, X., Nguyen, K. A. & Luo, Z., 20 Sep 2021, (E-pub ahead of print) In: Journal of Information and Telecommunication. 54 p.

    Research output: Contribution to journalArticlepeer-review

  42. Published

    An Interactive Evolution Strategy based Deep Convolutional Generative Adversarial Network for 2D Video Game Level Procedural Content Generation

    Jiang, M. & Zhang, L., 20 Sep 2021, 2021 International Joint Conference on Neural Networks (IJCNN). IEEE

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

  43. Published

    Deep Recurrent Neural Networks with Attention Mechanisms for Respiratory Anomaly Classification

    Wall, C., Zhang, L., Yu, Y. & Mistry, K., 20 Sep 2021, 2021 International Joint Conference on Neural Networks (IJCNN). International Joint Conference on Neural Networks (IJCNN): IEEE

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

  44. Published

    Conformal Changepoint Detection in Continuous Model Situations

    Nouretdinov, I., Vovk, V. & Gammerman, A., 10 Sep 2021, 1 p. COPA 2021 : 10th Symposium on Conformal and Probabilistic Prediction with Applications.

    Research output: Other contribution

  45. E-pub ahead of print

    Faster FPT Algorithms for Deletion to Pairs of Graph Classes

    Jacob, A., Majumdar, D. & Raman, V., 9 Sep 2021, (E-pub ahead of print).

    Research output: Contribution to conferencePaperpeer-review

  46. Published

    A Lower Bound for a Prediction Algorithm under the Kullback-Leibler Game

    Dzhamtyrova, R. & Kalnishkan, Y., Sep 2021, Conformal and Probabilistic Prediction and Applications 2021. Carlsson, L., Luo, Z., Cherubin, G. & An Nguyen, K. (eds.). Proceedings of Machine Learning Research, Vol. 152. p. 39-51 13 p.

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

  47. Published

    Multi-Head Attention-Based Long Short-Term Memory for Depression Detection From Speech

    Zhao, Y., Liang, Z., Du, J., Zhang, L., Liu, C. & Zhao, L., 26 Aug 2021, In: Frontiers in Neurorobotics. 15, 684037.

    Research output: Contribution to journalArticlepeer-review

  48. Published

    Towards Better Understanding of User Authorization Query Problem via Multi-variable Complexity Analysis

    Crampton, J., Gutin, G. & Majumdar, D., 19 Aug 2021, In: ACM Transactions on Privacy and Security. 24, 3, p. 1-22 22 p., 21.

    Research output: Contribution to journalArticlepeer-review

  49. Published

    Perfect Forests in Graphs and Their Extensions

    Gutin, G. & Yeo, A., 18 Aug 2021, 46th International Symposium on Mathematical Foundations of Computer Science: LIPIcs (Leibniz International Proceedings in Informatics). Schloss Dagstuhl –Leibniz Center for Informatics, p. 1-13 13 p. 54

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

  50. Published

    Ransomclave: Ransomware Key Management using SGX

    Bhudia, A., O'Keeffe, D., Sgandurra, D. & Hurley-Smith, D., 17 Aug 2021, 10th International Workshop on Cyber Crime (IWCC 2021): In proceedings of the International Conference on Availability, Reliability and Security (ARES 2021). p. 1-10 10 p. 58

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

  51. Published

    E-values: Calibration, combination, and applications

    Vovk, V. & Wang, R., 9 Aug 2021, In: The Annals of Statistics. 49, 3, p. 1736-1754 19 p.

    Research output: Contribution to journalArticlepeer-review

  52. Published

    Supporting Complaints Investigation for Nursing and Midwifery Regulatory Agencies

    Lertvittayakumjorn, P., Petej, I., Gao, Y., Krishnamurthy, Y., van der Gaag, A., Jago, R. & Stathis, K., 6 Aug 2021, p. 81-91. 11 p.

    Research output: Contribution to conferencePaperpeer-review

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