1. 2022
  2. Published

    Recent Advances in AI-enabled Automated Medical Diagnosis

    Jiang, R., Zhang, L., Wei, H-L., Crookes, D. & Chazot, P., 20 Oct 2022, 1st ed. New York: CRC Press. 370 p.

    Research output: Book/ReportBook

  3. Published

    Learning Approximately Optimal Contracts

    Cohen, A., Deligkas, A. & Koren, M., 12 Sep 2022, International Symposium on Algorithmic Game Theory (SAGT 2022). p. 331 346 p.

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

  4. E-pub ahead of print

    A multirobot system for autonomous deployment and recovery of a blade crawler for operations and maintenance of offshore wind turbine blades

    Jiang, Z., Jovan, F., Moradi, P., Richardson, T., Bernardini, S., Watson, S., Weightman, A. & Hine, D., 7 Sep 2022, (E-pub ahead of print) In: Journal of Field Robotics.

    Research output: Contribution to journalArticlepeer-review

  5. Forthcoming

    Two's company, three's a crowd: Consensus-halving for a constant number of agents

    Deligkas, A., Filos-Ratsikas, A. & Hollender, A., 7 Sep 2022, (Accepted/In press) In: Artificial Intelligence.

    Research output: Contribution to journalArticlepeer-review

  6. Published

    A Polynomial-Time Algorithm for 1/3-Approximate Nash Equilibria in Bimatrix Games

    Deligkas, A., Fasoulakis, M. & Markakis, E., 1 Sep 2022, 30th Annual European Symposium on Algorithms (ESA 2022).

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

  7. Forthcoming

    Privacy-Preserving Federated Learning for Value-Added Service Platform in Advanced Metering Infrastructure

    Zhang, X., Córdoba-Pachón, J-R., Watkins, C. & Kuenzel, S., 30 Aug 2022, (Accepted/In press) In: IEEE Transactions on Computational Social Systems.

    Research output: Contribution to journalArticlepeer-review

  8. Published

    Conformal testing: binary case with Markov alternatives

    Vovk, V., Nouretdinov, I. & Gammerman, A., 26 Aug 2022, 2022 Conformal and Probabilistic Prediction and Applications. Proceedings of Machine Learning Research, 2022 Conformal and Probabilistic Prediction and Applications, Vol. 179. 12 p.

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

  9. Published

    Prediction of Energy Consumption with Inductive Venn-Abers Predictive Distribution

    Nouretdinov, I., 26 Aug 2022, 2 p. Proceedings of Machine Learning Research, 2022 Conformal and Probabilistic Prediction and Applications.

    Research output: Other contribution

  10. Published

    On efficiency of Learning Under Privileged Information

    Nouretdinov, I., 25 Aug 2022, 11th Symposium on Conformal and Probabilistic Prediction with Applications. Brighton, UK: Proceedings of Machine Learning Research, 2022 Conformal and Probabilistic Prediction and Applications, Vol. 179. 14 p.

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

  11. Published

    The Complexity of Periodic Energy Minimisation

    Adamson, D., Deligkas, A., Gusev, V. & Potapov, I., 22 Aug 2022, 47th International Symposium on Mathematical Foundations of Computer Science (MFCS 2022).

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

  12. E-pub ahead of print

    Hybrid Short-Term Load Forecasting Method Based on Empirical Wavelet Transform and Bidirectional Long Short-Term Memory Neural Networks

    Zhang, X., Kuenzel, S., Colombo, N. & Watkins, C., 9 Aug 2022, (E-pub ahead of print) In: Journal of Modern Power Systems and Clean Energy. p. 1216-1228

    Research output: Contribution to journalArticlepeer-review

  13. Published

    In-Motion Initial Alignment Method Based on Vector Observation and Truncated Vectorized K-Matrix for SINS

    Huang, H., Wei, J., Wang, D., Zhang, L. & Wang, B., 4 Aug 2022, In: IEEE Transactions on Instrumentation and Measurement. 71, 3000415.

    Research output: Contribution to journalArticlepeer-review

  14. Published

    Acute Lymphoblastic Leukemia Diagnosis Using Genetic Algorithm and Enhanced Clustering-based Feature Selection

    Neoh, S. C., Worawut, S. & Zhang, L., 1 Aug 2022, Acute Lymphoblastic Leukemia Diagnosis Using Genetic Algorithm and Enhanced Clustering-based Feature Selection. CRC Press, 12 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  15. Published

    Deep Learning-based Respiratory Anomaly and COVID Diagnosis Using Audio and CT Scan Imagery

    Wall, C., Liu, C. & Zhang, L., 1 Aug 2022, Deep Learning-based Respiratory Anomaly and COVID Diagnosis Using Audio and CT Scan Imagery . CRC Press, 12 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  16. Published

    Robust and Fair Undersea Target Detection with Automated Underwater Vehicles for Biodiversity Data Collection

    Dinakaran, R., Zhang, L., Li, C-T., Bouridane, A. & Jiang, R., 1 Aug 2022, In: Remote Sensing. 14, 15, 17 p., 3680.

    Research output: Contribution to journalArticlepeer-review

  17. Published

    Cough-based COVID-19 detection with audio quality clustering and confidence measure based learning

    Ashby, A., Meister, J., Nguyen, K., Luo, Z. & Gentzke, W., Aug 2022, Proceedings of Machine Learning Research: 11th Symposium on Conformal and Probabilistic Prediction with Applications. Johansson, U., Bostrom, H., Nguyen, K. A., Luo, Z. & Carlsson, L. (eds.). Vol. 179. 20 p.

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

  18. Forthcoming

    Hybrid Discrete-Continuous Path Planning for Lattice Traversal

    Franco Aixela, S., Sustarevas, J. & Bernardini, S., 30 Jul 2022, (Accepted/In press).

    Research output: Contribution to conferencePaperpeer-review

  19. Published

    Rethinking the A in FAIR Data: Issues of Data Access and Accessibility in Research

    Shanahan, H. & Bezuidenhout, L., 27 Jul 2022, In: Frontiers in Research Metrics and Analytics. 7, 912456.

    Research output: Contribution to journalArticlepeer-review

  20. Published

    A Deep Ensemble Neural Network with Attention Mechanisms for Lung Abnormality Classification Using Audio Inputs

    Wall, C., Zhang, L., Yu, Y., Kumar, A. & Gao, R., 26 Jul 2022, In: Sensors. 22, 15, 25 p., 5566.

    Research output: Contribution to journalArticlepeer-review

  21. Forthcoming

    A Hybrid Data-Driven Online Solar Energy Disaggregation System from the Grid Supply Point

    Zhang, X., Kuenzel, S. & Watkins, C., 7 Jul 2022, (Accepted/In press) In: Complex & Intelligent Systems.

    Research output: Contribution to journalArticlepeer-review

  22. Published

    The CODATA-RDA Data Steward School

    Shanahan, H., 15 Jun 2022, INTERNATIONAL JOURNAL OF DIGITAL CURATION. 1 ed. Edinburgh University Press, Vol. 15.

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

  23. Forthcoming

    Universes in Type-Theoretical Semantics (paper accompanying an invited talk)

    Luo, Z., 15 Jun 2022, (Accepted/In press) LACompLing 2021. (Studies in Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  24. Published

    A model of actors and grey failures

    Bocchi, L., Lange, J., Thompson, S. & Voinea, A. L., 14 Jun 2022, 24th International Conference on Coordination Models and Languages. Springer-Verlag, Vol. 12371.

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

  25. Published

    A Network Flow Interpretation of Robust Goal Legibility in Path Finding

    Bernardini, S., Fagnani, F., Franco, S. & Neacsu, A., 13 Jun 2022, Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling (ICAPS 2022). 1 ed. Vol. 32. p. 668 8 p.

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

  26. Published

    Heterogeneous data integration methods for patient similarity networks

    Gliozzo, J., Mesiti, M., Notaro, M., Petrini, A., Patak, A., Puertas-Gallardo, A., Paccanaro, A., Valentini, G. & Casiraghi, E., 13 Jun 2022, In: Briefings in Bioinformatics. 23, 4, bbac207.

    Research output: Contribution to journalArticlepeer-review

  27. Published

    Constant inapproximability for PPA

    Deligkas, A., Fearnley, J., Hollender, A. & Melissourgos, T., 10 Jun 2022, ACM SIGACT Symposium on Theory of Computing, STOC 2022. p. 1010–1023

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

  28. E-pub ahead of print

    Directed Flow-Augmentation

    Kim, E. J., Kratsch, S., Pilipczuk, M. & Wahlström, M., 10 Jun 2022, (E-pub ahead of print) Proceedings of STOC 2022. Association for Computing Machinery (ACM), p. 938-947

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

  29. E-pub ahead of print

    Equilibrium Resolution for Epoch Partitioning

    Wisniewski, W., Kalnishkan, Y., Lindsay, D. & Lindsay, S., 10 Jun 2022, (E-pub ahead of print) Proceedings of the 18th International Conference on Artificial Intelligence Applications and Innovations. Springer, (SPRINGER IFIP AICT).

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

  30. E-pub ahead of print

    Extended Path Partition Conjecture for Semicomplete and Acyclic Compositions

    Ai, J., Gutin, G., Gerke, S. & Zhou, Y., Nov 2022, In: Discrete Mathematics. 345, 11, 113019.

    Research output: Contribution to journalArticlepeer-review

  31. Published

    Generalized Noise Role Mining

    Crampton, J., Eiben, E., Gutin, G., Karapetyan, D. & Majumdar, D., Jun 2022, p. 91-102.

    Research output: Contribution to conferencePaperpeer-review

  32. Published

    Iterative Message Passing Algorithm for Vertex-disjoint Shortest Paths

    Dai, G., Gutin, G., Zhang, X. & Zhang, Z., Jun 2022, In: IEEE Transactions on Information Theory. 68, 6, p. 3870 - 3878

    Research output: Contribution to journalArticlepeer-review

  33. Published

    Prediction with Expert Advice for a Finite Number of Experts: A Practical Introduction

    Kalnishkan, Y., Jun 2022, In: Pattern Recognition. 126, 108557.

    Research output: Contribution to journalArticlepeer-review

  34. Published

    Universal predictive systems

    Vovk, V., Jun 2022, In: Pattern Recognition. 126, 12 p., 108536.

    Research output: Contribution to journalArticlepeer-review

  35. Published

    Hack the Heap: Heap Layout Manipulation made Easy

    Gennissen, J. & O'Keeffe, D., 26 May 2022, Hack the Heap: Heap Layout Manipulation made Easy. 16th Workshop on Offensive Technologies (WOOT) 2022

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

  36. Unpublished

    Structure of directed graphs and hypergraphs

    Ai, J., 7 May 2022, (Unpublished)

    Research output: ThesisDoctoral Thesis

  37. Published

    A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity

    Zhao, S., Chen, B., Wang, H., Luo, Z. & Zhang, T., 6 May 2022, In: International Journal of Neural Systems. 16 p.

    Research output: Contribution to journalArticlepeer-review

  38. Published

    Approximating the Existential Theory of the Reals

    Deligkas, A., Fearnley, J., Melissourgos, T. & Spirakis, P. G., May 2022, In: Journal of Computer and System Sciences. 125, p. 106-128 23 p.

    Research output: Contribution to journalArticlepeer-review

  39. Published

    Modular Robots for Enabling Operations in Unstructured Extreme Environments

    Franco Aixela, S., Bernardini, S., Roberts, J., Donaldson, K., Mahon, S., Iqbal, F., Li, B., Mastorakis, G., Jonasson, E., Nemitz, M. & Stokes, A., May 2022, In: Advanced Intelligent Systems. 4, 5, 2000227.

    Research output: Contribution to journalArticlepeer-review

  40. Forthcoming

    Prediction as a Basis for Skilled Reading: Insights from Modern Language Models

    Cevoli, B., Watkins, C. & Rastle, K., 29 Apr 2022, (Accepted/In press) In: Royal Society Open Science. 9, 6

    Research output: Contribution to journalArticlepeer-review

  41. E-pub ahead of print

    Valued Authorization Policy Existence Problem: Theory and Experiments

    Crampton, J., Eiben, E., Gutin, G., Karapetyan, D. & Majumdar, D., Nov 2022, In: ACM Transactions on Privacy and Security. 25, 4, 28.

    Research output: Contribution to journalArticlepeer-review

  42. Published

    On d-panconnected tournaments with large semidegrees

    Darbinyan, S. & Gutin, G., 12 Apr 2022, In: Discrete Mathematics. 345, 8, 14 p., 112931.

    Research output: Contribution to journalArticlepeer-review

  43. Published

    Hyperbolic Personalized Tag Recommendation

    Zhao, W., Zhang, A., Shang, L., Yu, Y., Zhang, L., Wang, C., Chen, J. & Yin, H., 8 Apr 2022, International Conference on Database Systems for Advanced Applications. Vol. 13426. p. 216–231 (Lecture Notes in Computer Science).

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

  44. Published

    Multi-Quantile Recurrent Neural Network for Feeder-Level Probabilistic Energy Disaggregation Considering Roof-Top Solar Energy

    Zhang, X., Watkins, C. & Kuenzel, S., Apr 2022, In: Engineering Applications of Artificial Intelligence. 104707.

    Research output: Contribution to journalArticlepeer-review

  45. Published

    FAIR Principles for Research Software (FAIR4RS Principles)

    Shanahan, H., 16 Mar 2022

    Research output: Other contribution

  46. E-pub ahead of print

    Attention Guidance Agents with Eye-tracking: A use-case based on the MATBII cockpit task

    Durant, S., Wilkins, B., Woods, C., Uliana, E. & Stathis, K., 10 Mar 2022, (E-pub ahead of print) Post-Proceedings of EMAS'21. Springer, (LNCS).

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

  47. Forthcoming

    Optimizing Reachability Sets in Temporal Graphs by Delaying

    Deligkas, A. & Potapov, I., 6 Mar 2022, (Accepted/In press) In: Information and Computation. 104890.

    Research output: Contribution to journalArticlepeer-review

  48. Published

    Dynamic cyber risk estimation with competitive quantile autoregression

    Dzhamtyrova, R. & Maple, C., Mar 2022, In: Data Mining and Knowledge Discovery. 36, p. 513–536

    Research output: Contribution to journalArticlepeer-review

  49. Submitted

    Learning to Identify Perceptual Bugs in 3D Video Games

    Wilkins, B. & Stathis, K., 28 Feb 2022, (Submitted) In: ArXiv.org.

    Research output: Contribution to journalArticle

  50. Published

    Admissible ways of merging p-values under arbitrary dependence

    Vovk, V., Wang, B. & Wang, R., Feb 2022, In: The Annals of Statistics. 50, 1, p. 351-375 25 p.

    Research output: Contribution to journalArticlepeer-review

  51. Published

    Sound classification using evolving ensemble models and Particle Swarm Optimization

    Zhang, L., Lim, C. P., Yu, Y. & Jiang, M., Feb 2022, In: Applied Soft Computing. 116, 108322.

    Research output: Contribution to journalArticlepeer-review

  52. 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

  53. 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

  54. 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

  55. 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

  56. 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

  57. 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

  58. Published

    Calibration of Natural Language Understanding Models with Venn–ABERS Predictors

    Giovannotti, P., 2022.

    Research output: Contribution to conferencePaperpeer-review

  59. 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

  60. 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

  61. Unpublished

    Coreset-based Protocols for Machine Learning Classification

    Riquelme Granada, N., 2022, (Unpublished)

    Research output: ThesisDoctoral Thesis

  62. 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

  63. 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

  64. Published

    How to be FAIR with your data

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

    Research output: Book/ReportBook

  65. 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

  66. Published

    Machine Learning for Probabilistic Prediction

    Manokhin, V., 2022

    Research output: ThesisDoctoral Thesis

  67. Published

    Malware in Motion

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

    Research output: Contribution to conferencePaperpeer-review

  68. Forthcoming

    Modern Type Theories: Their Development and Applications

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

    Research output: Book/ReportBook

  69. 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

  70. 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

  71. Forthcoming

    Pizza Sharing is PPA-hard

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

    Research output: Contribution to conferencePaperpeer-review

  72. 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

  73. 2021
  74. 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

  75. 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

  76. 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

  77. 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

  78. 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

  79. 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

  80. 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

  81. 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

  82. 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

  83. 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

  84. Published

    Testing randomness online

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

    Research output: Contribution to journalArticlepeer-review

  85. 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

  86. 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

  87. 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

  88. 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

  89. 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

  90. 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

  91. 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

  92. 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

  93. 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

  94. 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

  95. 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

  96. 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

  97. 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

  98. 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

  99. 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

  100. 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

  101. 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

  102. 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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