The Library
Items where Department is "Faculty of Science, Engineering and Medicine > Science > Computer Science"
Up a level |
Number of items: 174.
A
Aglietti, Virginia, Dhir, N., Gonzalez, J. and Damoulas, Theodoros (2021) Dynamic causal Bayesian optimisation. In: Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2021), Virtual, 6-14 Dec 2021. Published in: Advances in Neural Information Processing Systems, 34 pp. 10549-10560.
Ahn, Kook Jin, Cormode, Graham, Guha, Sudipto, McGregor, Andrew and Wirth, Anthony (2021) Correlation clustering in data streams. Algorithmica, 83 . pp. 1980-2017. doi:10.1007/s00453-021-00816-9 ISSN 0178-4617.
Aichholzer, Oswin, Cardinal, Jean, Huynh, Tony, Knauer, Kolja, Mutze, Torsten, Steiner, Raphael and Vogtenhuber, Birgit (2021) Flip distances between graph orientations. Algorithmica, 83 . pp. 116-143. doi:10.1007/s00453-020-00751-1 ISSN 0178-4617.
Akyildiz, รmer Deniz, van den Burg, Gerrit J. J., Damoulas, Theodoros and Steel, Mark F. J. (2021) Probabilistic sequential matrix factorization. In: The 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021), Virtual, 13-15 Apr 2021. Published in: Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, 130 pp. 3484-3492. ISSN 2640-3498.
Aldawood, Mansour, Jhumka, Arshad and Fahmy, Suhaib A. (2021) Sit here : placing virtual machines securely in cloud environments. In: 11th International Conference on Cloud Computing and Services Science, Virtual conference, 28-30 Apr 2021. Published in: Proceedings of the 11th International Conference on Cloud Computing and Services Science pp. 248-259. ISBN 9789897585104. doi:10.5220/0010459202480259 ISSN 2184-5042.
Alharthi, Khalid, Jhumka, Arshad, Di, Sheng, Cappello, Franck and Chuah, Edward (2021) Sentiment analysis based error detection for large-scale systems. In: 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (DSN'21), Taipei, Taiwan, 21-24 Jun 2021. Published in: 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) ISBN 9781665411943. doi:10.1109/DSN48987.2021.00037 ISSN 1530-0889.
Antoniadis, Antonios, Englert, Matthias, Matsakis, Nicolaos and Veselรฝ, Pavel (2021) Breaking the barrier of 2 for the competitiveness of longest queue drop. In: 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021), Virtual, 12-16 Jul 2021. Published in: 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021), 198 17:1-17:20. ISBN 9783959771955. doi:10.4230/LIPIcs.ICALP.2021.17 ISSN 1868-8969.
Arana Catania, Miguel, van Lier, Felix, Procter, Rob, Tkachenko, Nataliya, He, Yulan, Zubiaga, Arkaitz and Liakata, Maria (2021) Citizen participation and machine learning for a better democracy. Digital Government: Research and Practice, 2 (3). pp. 1-22. 27. doi:10.1145/3452118 ISSN 2639-0175.
Arana-Catania, Miguel, Procter, Rob, He, Yulan and Liakata, Maria (2021) Evaluation of abstractive summarisation models with machine translation in deliberative processes. In: Third Workshop on New Frontiers in Summarization, Online and in Dominican Republic, 10 Nov 2021. Published in: Proceedings of the Third Workshop on New Frontiers in Summarization pp. 57-64. doi:10.18653/v1/2021.newsum-1.7
Arunachalam, Srinivasan, Grilo, Alex B., Gur, Tom, Carboni Oliveira, Igor and Sundaram, Aarthi (2021) Quantum learning algorithms imply circuit lower bounds. In: The 62nd Annual Symposium on Foundations of Computer Science (FOCS 2021), Denver, Colorado, 7-10 Feb 2022. Published in: 2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS) doi:10.1109/FOCS52979.2021.00062 ISSN 2575-8454.
Awan, Ruqayya, Benes, Ksenija, Azam, Ayesha, Song, TzuโHsi, Shaban, Muhammad, Verrill, Clare, Tsang, Yee Wah, Snead, David, Minhas, Fayyaz ul Amir Afsar and Rajpoot, Nasir M. (2021) Deep learning based digital cell profiles for risk stratification of urine cytology images. Cytometry Part A, 99 (7). pp. 732-742. doi:10.1002/cyto.a.24313 ISSN 1552-4922.
Azam, Ayesha, Miligy, Islam, Kimani, Peter K., Maqbool, Heeba, Hewitt, Katherine, Rajpoot, Nasir M. and Snead, David (2021) Diagnostic concordance and discordance in digital pathology : a systematic review and meta-analysis. Journal of Clinical Pathology, 74 . pp. 448-455. doi:10.1136/jclinpath-2020-206764 ISSN 0021-9746.
B
Bailey, Toby and Gale, Michael B. (2021) Chesskell : a two- player game at the type level. In: 14th ACM SIGPLAN International Haskell Symposium, Virtual conference, 26-27 Aug 2021. Published in: Haskell 2021: Proceedings of the 14th ACM SIGPLAN International Symposium on Haskell pp. 110-121. doi:10.1145/3471874.3472987
Baksi, Anubhab, Bhasin, Shivam, Breier, Jakub, Khairallah, Mustafa, Peyrin, Thomas, Sarkar, Sumanta and Sim, Siang Meng (2021) DEFAULT : cipher level resistance against differential fault attack. In: Asiacrypt 2021 : the 27th Annual International Conference on the Theory and Application of Cryptology and Information Security, Virtual, 6-10 Dec 2021. Published in: Lecture Notes in Computer Science, 13091 doi:10.1007/978-3-030-92075-3_5 ISSN 0302-9743.
Balasubramanian, A. R. and Thejaswini, K. S. (2021) Adaptive synchronisation of pushdown automata. In: 32nd International Conference on Concurrency Theory (CONCUR 2021), Paris, France, 23-27 Aug 2021. Published in: 32nd International Conference on Concurrency Theory (CONCUR 2021), 203 17:1-17:15. ISBN 9783959772037. doi:10.4230/LIPIcs.CONCUR.2021.17 ISSN 1868-8969.
Basik, Fuat, Gedik, Bugra, Ferhatosmanoglu, Hakan and Wu, Kun-Lung (2021) Fair task allocation in crowdsourced delivery. IEEE Transactions on Services Computing, 14 (4). pp. 1040-1053. doi:10.1109/TSC.2018.2854866 ISSN 1939-1374.
Bergougnoux, Benjamin, Eiben, Eduard, Ganian, Robert, Ordyniak, Sebastian and Ramanujan, Maadapuzhi Sridharan (2021) Towards a polynomial kernel for directed feedback vertex set. Algorithmica, 83 (5). pp. 1201-1221. doi:10.1007/s00453-020-00777-5 ISSN 1432-0541.
Bhattacharya, Sayan, Grandoni, Fabrizio and Wajc, David (2021) Online edge coloring algorithms via the nibble method. In: ACM-SIAM Symposium on Discrete Algorithms (SODA21), Virtual, 10-13 Jan 2021. Published in: SODA '21: Proceedings of the Thirty-Second Annual ACM-SIAM Symposium on Discrete Algorithms pp. 2830-2841. ISBN 9781611976465. doi:10.1137/1.9781611976465.168
Bhattacharya, Sayan, Henzinger, Monika, Nanongkai, Danupon and Wu, Xiaowei (2021) Dynamic set cover : improved amortized and worst-case update time. In: ACM-SIAM Symposium on Discrete Algorithms (SODA21), Virtual, 10-13 Jan 2021. Published in: Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA) pp. 2537-2549. ISBN 9781611976465. doi:10.1137/1.9781611976465.150
Bhattacharya, Sayan and Kiss, Peter (2021) Deterministic rounding of dynamic fractional matchings. In: 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021), Virtual, 12-16 Jul 2021. Published in: 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021), 198 27:1-27:14. ISBN 9783959771955. doi:10.4230/LIPIcs.ICALP.2021.27 ISSN 1868-8969.
Bienkowski, Marcin, Bรถhm, Martin, Byrka, Jaroslaw, Chrobak, Marek, Dรผrr, Christoph, Folwarcznรฝ, Lukรกลก, Jeลผ, ลukasz, Sgall, Jiลรญ, Thang, Nguyen Kim and Veselรฝ, Pavel (2021) New results on multi-level aggregation. Theoretical Computer Science, 861 . pp. 133-143. doi:10.1016/j.tcs.2021.02.016 ISSN 0304-3975.
Bilal, Mohsin, Raza, Shan-e-Ahmed, Azam, Ayesha, Graham, Simon, Ilyas, Mohammad, Cree, Ian A., Snead, David, Minhas, Fayyaz ul Amir Afsar and Rajpoot, Nasir M. (2021) Development and validation of a weakly supervised deep learning framework to predict the status of molecular pathways and key mutations in colorectal cancer from routine histology images : a retrospective study. The Lancet Digital Health, 3 (12). e763-e772. doi:10.1016/S2589-7500(21)00180-1 ISSN 2589-7500.
Bishop, Nicholas, Dinh, Le Cong and Tran-Thanh, Long (2021) How to guide a non-cooperative learner to cooperate : exploiting no-regret algorithms in system design. In: AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, Virtual, 3-7 May 2021. Published in: 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021) pp. 1464-1466. ISBN 9781450383073. doi:10.5555/3463952.3464126 ISSN 2523-5699.
Blondin, Michael, Englert, Matthias, Finkel, Alain, Gรถller, Stefan , Haase, Christoph, Lazic, Ranko, McKenzie, Pierre and Totzke, Patrick (2021) The reachability problem for two-dimensional vector addition systems with states. Journal of the ACM, 68 (5). pp. 1-43. 34. doi:10.1145/3464794 ISSN 0004-5411.
Boeri, Juliette, Meunier, Claude, Le Corronc, Hervรฉ, Branchereau, Pascal, Timofeeva, Yulia, Lejeune, Franรงois-Xavier, Mouffle, Christine, Arulkandarajah, Hervรฉ, Mangin, Jean Marie, Legendre, Pascal and Czarnecki, Antonny (2021) Two opposite voltage-dependent currents control the unusual early development pattern of embryonic Renshaw cell electrical activity. eLife, 10 . e62639. doi:10.7554/elife.62639 ISSN 2050-084X.
Bradbury, Matthew S., Jhumka, Arshad and Watson, Tim (2021) Trust assessment in 32 KiB of RAM : multi-application trust-based task offloading for resource-constrained IoT nodes. In: Symposium on Applied Computing, Virtual conference, Republic of Korea, 22-26 Mar 2021. Published in: SAC '21: Proceedings of the 36th Annual ACM Symposium on Applied Computing pp. 184-193. ISBN 9781450381048. doi:10.1145/3412841.3441898
Bradbury, Matthew S., Jhumka, Arshad and Watson, Tim (2021) Trust trackers for computation offloading in edge-based IoT networks. In: INFOCOM, Virtual, 10-13 May 2021. Published in: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications doi:10.1109/INFOCOM42981.2021.9488844 ISSN 0743-166X.
Brown, Dominic, Bettencourt, Matthew T., Wright, Steven A., Maheswaran, Satheesh, Jones, John P. and Jarvis, Stephen A. (2021) Higher-order particle representation for particle-in-cell simulations. Journal of Computational Physics, 435 . 110255. doi:10.1016/j.jcp.2021.110255 ISSN 0021-9991.
Brown, Suzie, Jenkins, Paul, Johansen, Adam M. and Koskela, Jere (2021) Simple conditions for convergence of sequential Monte Carlo genealogies with applications. Electronic Journal of Probability, 26 . 1. doi:10.1214/20-EJP561 ISSN 1083-6489.
Bรถhm, Martin, Jeลผ, ลukasz, Sgall, Jiลรญ and Veselรฝ, Pavel (2021) On packet scheduling with adversarial jamming and speedup. Annals of Operations Research , 298 . pp. 7-42. doi:10.1007/s10479-019-03153-x ISSN 0254-5330.
C
Camacho-Aguilar, Elena, Warmflash, Aryeh and Rand, D. A. (David A.) (2021) Quantifying cell transitions in C. elegans with data-fitted landscape models. PLoS Computational Biology, 17 (6). e1009034. doi:10.1371/journal.pcbi.1009034 ISSN 1553-7358.
Cannizzaro, Sara and Anderson, Myrdene (2021) The end of Sebeokโs century meets twenty-first century pandemic : modeling through and beyond Sebeokโs systems, semiotics, science. Chinese Semiotic Studies, 17 (4). pp. 495-523. doi:10.1515/css-2021-2043 ISSN 2198-9605.
Cao, Fang, Sun, Jiayi, Luo, Xiangyang, Qin, Chuan and Chang, Ching-Chun (2021) Privacy-preserving inpainting for outsourced image. International Journal of Distributed Sensor Networks, 17 (11). doi:10.1177/15501477211059092 ISSN 1550-1329.
Casares, Antonio, Colcombet, Thomas and Fijalkow, Nathanael (2021) Optimal transformations of games and automata 2 using Muller conditions. In: 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021), Virtual, 12โ16 Jul 2021. Published in: 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021), 198 23:1-23:23. ISBN 9783959771955. doi:10.4230/LIPIcs.ICALP.2021.123 ISSN 1868-8969.
Chen, Di, Jia, Tianye, Zhang, Yuning, Cao, Miao, Loth, Eva, Lo, Chun-Yi Zac, Cheng, Wei, Liu, Zhaowen, Gong, Weikang, Sahakian, Barbara Jacquelyn and Feng, Jianfeng (2021) Neural biomarkers distinguish severe from mild autism spectrum disorder among high-functioning individuals. Frontiers in Human Neuroscience, 15 . 657857. doi:10.3389/fnhum.2021.657857 ISSN 1662-5161.
Chen, Lijie, Lu, Zhenjian, Lyu, Xin and Oliveira, Igor C. (2021) Majority vs. approximate linear sum and average-case complexity below NC1. In: International Colloquium on Automata, Languages and Programming (ICALP), Virtual conference, 12-16 Jul 2021. Published in: 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021), 198 51:1-51:20. ISBN 9783959771955. doi:10.4230/LIPIcs.ICALP.2021.51 ISSN 1868-8969.
Chen, Yunfei, Yang, Z., Zhang, J. and Alouini, M. S. (2021) Further results on detection and channel estimation for hardware impaired signals. IEEE Transactions on Communications, 69 (11). pp. 7167-7179. doi:10.1109/TCOMM.2021.3100430 ISSN 0090-6778.
Cheng, Wei, Rolls, Edmund T., Gong, Weikang, Du, Jingnan, Zhang, Jie, Zhang, Xiao-Yong, Li, Fei and Feng, Jianfeng (2021) Sleep duration, brain structure, and psychiatric and cognitive problems in children. Molecular Psychiatry, 26 . pp. 3992-4003. doi:10.1038/s41380-020-0663-2 ISSN 1359-4184.
Chester, Dean G., Groves, Taylor L., Hammond, Simon D., Law, Timothy R., Wright, Steven A., Smedley-Stevenson, Richard P., Fahmy, Suhaib A., Mudalige, Gihan R. and Jarvis, Stephen A. (2021) StressBench : a configurable full system network and I/O benchmark framework. In: 2021 IEEE High Performance Extreme Computing Virtual Conference, Virtual, 20-24 Sep 2021
Chiesa, Alessandro, Gur, Tom and Shinkar, Igor (2021) Relaxed locally correctable codes with nearly-linear block length and constant query complexity. SIAM Journal of Computing . pp. 1395-1411. doi:10.1137/1.9781611975994.84 ISSN 0097-5397.
Chikin, Nikolay, Gurvich, Vladimir, Knop, Konstantin, Paterson, Michael S. and Vyalyi, Michael (2021) More about exact slow k-Nim. Integers: Electronic Journal of Combinatorial Number Theory, 21 . G4. ISSN 1553-1732.
Ciucu, Florin, Poloczek, Felix, Chen, Lydia and Chan, Martin (2021) Practical analysis of replication-based systems. In: IEEE International Conference on Computer Communications, Virtual Conference, 10-13 May 2021. Published in: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications doi:10.1109/INFOCOM42981.2021.9488829 ISSN 0743-166X.
Conlan, Chris, Cunningham, Teddy, Demirci, Gunduz and Ferhatosmanoglu, Hakan (2021) Collective shortest paths for minimizing congestion on temporal load-aware road networks. In: SIGSPATIAL 2021 : 14th International Workshop on Computational Transportation Science (IWCTS '21), Beijing, China, 2-5 Nov 2021. Published in: IWCTS '21: Proceedings of the 14th ACM SIGSPATIAL International Workshop on Computational Transportation Science pp. 1-10. ISBN 9781450391177. doi:10.1145/3486629.3490691
Cormode, Graham, Dickens, Charlie and Woodruff, David P. (2021) Subspace exploration : bounds on projected frequency estimation. In: The 2021 ACM SIGMOD/PODS Conference, Virtual conference, 20-25 Jun 2021. Published in: PODS'21: Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems pp. 273-284. ISBN 9781450383813. doi:10.1145/3452021.3458312
Cormode, Graham, Garofalakis, Minos and Shekelyan, Michael (2021) Data-independent space partitionings for summaries. In: The 2021 ACM SIGMOD/PODS Conference, Virtual conference, 20-25 Jun 2021. Published in: PODS'21: Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems pp. 285-298. ISBN 9781450383813. doi:10.1145/3452021.3458316
Cormode, Graham, Karnin, Zohar, Liberty, Edo, Thaler, Justin and Veselรฝ, Pavel (2021) Relative error streaming quantiles. In: The 2021 ACM SIGMOD/PODS Conference, Virtual conference, 20-25 Jun 2021. Published in: PODS'21: Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems pp. 96-108. ISBN 9781450383813. doi:10.1145/3452021.3458323
Cormode, Graham, Mishra, Abhinav, Ross, Joseph and Veselรฝ, Pavel (2021) Theory meets practice at the median : a worst case comparison of relative error quantile algorithms. In: ACM SIGKDD Conference, Virtual Event, Singapore, 14โ18 Aug 2021. Published in: KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining pp. 2722-2731. ISBN 978145038332. doi:10.1145/3447548.3467152
Cormode, Graham and Veselรฝ, Pavel (2021) Streaming algorithms for bin packing and vector scheduling. Theory of Computing Systems, 65 . pp. 916-942. doi:10.1007/s00224-020-10011-y ISSN 1432-4350.
Cunningham, Teddy, Cormode, Graham and Ferhatosmanoglu, Hakan (2021) Privacy-preserving synthetic location data in the real world. In: SSTD '21: 17th International Symposium on Spatial and Temporal Databases, Virtual, 23-25 Aug 2021. Published in: Proceedings of International Symposium on Spatial and Temporal Databases, 2021 pp. 23-33. ISBN 9781450384254. doi:10.1145/3469830.3470893
Cunningham, Teddy, Cormode, Graham, Ferhatosmanoglu, Hakan and Srivastava, Divesh (2021) Real-world trajectory sharing with local differential privacy. In: VLDB Endowment, Virtual, 16-20 Aug 2021. Published in: Proceedings of the VLDB Endowment, 14 (11). pp. 2283-2295. doi:10.14778/3476249.3476280 ISSN 2150-8097.
Czerwinski, Wojciech, Lasota, Slawomir , Lazic, Ranko, Leroux, Jรฉrรดme and Mazowiecki, Filip (2021) The reachability problem for petri nets is not elementary. Journal of the ACM, 68 (1). 7. doi:10.1145/3422822 ISSN 0004-5411.
Czumaj, Artur and Davies, Peter (2021) Exploiting spontaneous transmissions for broadcasting and leader election in radio networks. Journal of the ACM, 68 (2). 13. doi:10.1145/3446383 ISSN 0004-5411.
Czumaj, Artur, Davies, Peter and Parter, Merav (2021) Component stability in low-space massively parallel computation. In: 40th Annual ACM Symposium on Principles of Distributed Computing (PODC 2021), Virtual, Italy, 26-30 Jul 2021. Published in: PODC'21: Proceedings of the 2021 ACM Symposium on Principles of Distributed Computing pp. 481-491. ISBN 9781450385480. doi:10.1145/3465084.3467903
Czumaj, Artur, Davies, Peter and Parter, Merav (2021) Graph sparsification for derandomizing massively parallel computation with low space. ACM Transactions on Algorithms, 17 (2). 16. doi:10.1145/3451992 ISSN 1549-6325.
Czumaj, Artur, Davies, Peter and Parter, Merav (2021) Improved deterministic (ฮ + 1)-coloring in low-space MPC. In: 40th Annual ACM Symposium on Principles of Distributed Computing (PODC 2021), Virtual, Italy, 26-30 Jul 2021. Published in: PODC'21: Proceedings of the 2021 ACM Symposium on Principles of Distributed Computing pp. 469-479. ISBN 9781450385480. doi:10.1145/3465084.3467937
Czumaj, Artur, Kontogeorgiou, George and Paterson, Michael S. (2021) Haystack hunting hints and locker room communication. In: 48th International Colloquium on Automata, Languages and Programming (ICALP 2021), Virtual, Scotland, 12-16 Jul 2021. Published in: 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021), 198 58 : 1-58: 20. ISBN 9783959771955. doi:10.4230/LIPIcs.ICALP.2021.58 ISSN 1868-8969.
D
Dall'Agnol, Marcel, Gur, Tom, Wajc, David and Lachish, Oded (2021) A structural theorem for local algorithms with applications to testing, coding, and privacy. In: ACM-SIAM Symposium on Discrete Algorithms (SODA21), Virtual, 10-13 Jan 2021. Published in: SODA '21: Proceedings of the Thirty-Second Annual ACM-SIAM Symposium on Discrete Algorithms pp. 1651-1665. ISBN 9781611976465. doi:10.5555/3458064.3458164
Daviaud, Laure, Jurdzinski, Marcin, Lazic, Ranko, Mazowiecki, Filip, Pรฉrez, Guillermo A. and Worrell, James (2021) When are emptiness and containment decidable for probabilistic automata? Journal of Computer and System Sciences, 119 . pp. 78-96. doi:10.1016/j.jcss.2021.01.006 ISSN 0022-0000.
Davies, Jonathan, Arana-Catania, Miguel, Procter, Rob, van Lier, Felix-Anselm and He, Yulan (2021) Evaluating the application of NLP tools in mainstream participatory budgeting processes in Scotland. In: ICEGOV 2021: 14th International Conference on Theory and Practice of Electronic Governance, Athens, Greece, 6-8 Oct 2021. Published in: 14th International Conference on Theory and Practice of Electronic Governance pp. 362-366. ISBN 9781450390118. doi:10.1145/3494193.3494242
Dawood, Muhammad, Branson, Kim, Rajpoot, Nasir M. and Minhas, Fayyaz ul Amir Afsar (2021) ALBRT : cellular composition prediction in routine histology images. In: IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Montreal, BC, Canada, 11-17 Oct 2021 pp. 664-673. ISBN 9781665401913. doi:10.1109/ICCVW54120.2021.00080 ISSN 2473-9944. (In Press)
Demirci, Gunduz Vehbi and Ferhatosmanoglu, Hakan (2021) Partitioning sparse deep neural networks for scalable training and inference. In: 2021 International Conference on Supercomputing (ICS โ21), Virtual conference -USA, 14-17 Jun 2021. Published in: ICS '21: Proceedings of the ACM International Conference on Supercomputing pp. 254-265. doi:10.1145/3447818.3460372
Dinh, Le Cong, Zemhoho, Alain B. and Tran-Thanh, Long (2021) Last round convergence and no-dynamic regret in asymmetric repeated games. In: The 32nd International Conference on Algorithmic Learning Theory, Virtual, 16-19 Mar 2021. Published in: Proceedings of the 32nd International Conference on Algorithmic Learning Theory, 132 pp. 553-577.
Dixon, Alex, Lazic, Ranko, Murawski, Andrzej S. and Walukiewicz, Igor (2021) Verifying higher-order concurrency with data automata. In: ACM/IEEE LICS 2021 : 36th Annual Symposium on Logic in Computer Science, Virtual conference, 29 Jun - 2 Jul 2021. Published in: 2021 36th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS) ISBN 9781665448963. doi:10.1109/LICS52264.2021.9470691
Dixon, Alex, Lazic, Ranko, Murawski, Andrzej S. and Walukiewicz, Igor (2021) Leafy automata for higher-order concurrency. In: FoSSaCS 21 , Virtual conference, 27 Mar-1 Apr 2021. Published in: FOSSACS 2021: Foundations of Software Science and Computation Structures , 12650 pp. 184-204. ISBN 9783030719944. doi:10.1007/978-3-030-71995-1_10
Dougrez-Lewis, John, Liakata, Maria, Kochkina, Elena and He, Yulan (2021) Learning disentangled latent topics for Twitter rumour veracity classification. In: 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Bangkok, Thailand, 1-6 Aug 2021. Published in: Proceedings of 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)
Dvoลรกk, Pavel, Feldmann, Andreas Emil, Knop, Duลกan, Masaลรญk, Tomรกลก, Toufar, Tomรกลก and Veselรฝ, Pavel (2021) Parameterized approximation schemes for Steiner trees with small number of Steiner vertices. SIAM Journal on Discrete Mathematics, 35 (1). pp. 546-574. doi:10.1137/18M1209489 ISSN 0895-4801.
Dvoลรกk, Zdenฤk, Hebdige , Michael, Hlasek, Filip, Krรกlสผ, Daniel and Noel, Jonathan A. (2021) Cyclic coloring of plane graphs with maximum face size 16 and 17. European Journal of Combinatorics, 94 . 103287. doi:10.1016/j.ejc.2020.103287 ISSN 0195-6698.
Dvoลรกk, Zdenฤk, Krรกl', Daniel and Thomas, Robin (2021) Three-coloring triangle-free graphs on surfaces IV. Bounding face sizes of 4-critical graphs. Journal of Combinatorial Theory, Series B, 150 . pp. 270-304. doi:10.1016/j.jctb.2020.09.001 ISSN 0095-8956.
E
Edwards, Adam, Webb, Helena, Housley, William, Beneito-Montagut, Roser, Procter, Rob and Jirotka, Marina (2021) Forecasting the governance of harmful social media communications : findings from the digital wildfire policy Delphi. Policing and Society, 31 (1). pp. 1-19. doi:10.1080/10439463.2020.1839073 ISSN 1043-9463.
Englert, Matthias, Hofman, Piotr, Lasota, Sลawomir, Lazic, Ranko, Leroux, Jรฉrรดme and Straszyลski, Juliusz (2021) A lower bound for the coverability problem in acyclic pushdown VAS. Information Processing Letters, 167 . 106079. doi:10.1016/j.ipl.2020.106079 ISSN 0020-0190.
Englert, Matthias, Mezlaf, David and Westermann, Matthias (2021) Online makespan scheduling with job migration on uniform machines. Algorithmica, 83 . pp. 3537-3566. doi:10.1007/s00453-021-00852-5 ISSN 0178-4617.
F
Fang, Zheng, He, Yulan and Procter, Rob (2021) A query-driven topic model. In: The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Bangkok, Thailand, 1-6 Aug 2021. Published in: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 pp. 1764-1777. doi:10.18653/v1/2021.findings-acl.154
Froud, Robert J., Hansen, Solveig Hakestad, Ruud, Hans Kristian, Foss, Jonathan G. K., Ferguson, Leila and Fredriksen, Per Morten (2021) Relative performance of machine learning and linear regression in predicting quality of life and academic performance of school children in Norway : data analysis of a quasi-experimental study. Journal of Medical Internet Research, 23 (7). 22021. doi:10.2196/22021 ISSN 1438-8871.
G
Ganian, Robert, Ordyniak, Sebastian and Ramanujan, Maadapuzhi Sridharan (2021) On structural parameterizations of the edge disjoint paths problem. Algorithmica, 83 (6). pp. 1605-1637. doi:10.1007/s00453-020-00795-3 ISSN 1432-0541.
Ghosh, Surjya and Guha, Tanaya (2021) Towards autism screening through emotion-guided eye gaze response. In: 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Virtual conference, 01-05 Nov 2021. Published in: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) ISBN 9781728111797. doi:10.1109/EMBC46164.2021.9630888
Gong, Weikang, Rolls, Edmund T., Du, Jingnan, Feng, Jianfeng and Cheng, Wei (2021) Brain structure is linked to the association between family environment and behavioral problems in children in the ABCD study. Nature Communications, 12 (1). 3769. doi:10.1038/s41467-021-23994-0 ISSN 2041-1723.
Gu, Wei, Chang, Ching-Chun, Bai, Yu, Fan, Yunyuan, Tao, Liang and Li, Li (2021) Multipurpose watermarking approach for copyright and integrity of steganographic autoencoder models. Security and Communication Networks, 2021 . 9936661. doi:10.1155/2021/9936661 ISSN 1939-0122.
Gui, Lin and He, Yulan (2021) Understanding patient reviews with minimum supervision. Artificial Intelligence in Medicine, 120 . 102160. doi:10.1016/j.artmed.2021.102160 ISSN 0933-3657.
Gur, Tom and Lachish, Oded (2021) On the power of relaxed local decoding algorithms. SIAM Journal on Computing, 50 (2). pp. 788-813. doi:10.1137/19M1307834 ISSN 0097-5397.
H
Hamelijnck, Oliver, Wilkinson, William J., Loppi, Niki A., Solin, Arno and Damoulas, Theodoros (2021) Spatio-temporal variational Gaussian processes. In: Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), Virtual, 6-14 Dec 2021. Published in: Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 34 pp. 23621-23633.
Hao, Feng (2021) Prudent practices in security standardization. IEEE Communications Standards Magazine, 5 (3). pp. 40-47. doi:10.1109/MCOMSTD.121.2100005 ISSN 2471-2825.
Harfiya, Latifa Nabila, Chang, Ching-Chun and Li, Yung-Hui (2021) Continuous blood pressure estimation using exclusively photopletysmography by LSTM-based signal-to-signal translation. Sensors, 21 (9). e2952. doi:10.3390/s21092952 ISSN 1424-8220.
Hoang, Hung P. and Mutze, Torsten (2021) Combinatorial generation via permutation languages. II. Lattice congruences. Israel Journal of Mathematics, 244 . pp. 359-417. doi:10.1007/s11856-021-2186-1 ISSN 0021-2172.
Houlden, Victoria, de Albuquerque, Joรฃo Porto , Weich, Scott and Jarvis, Stephen A. (2021) Does nature make us happier? A spatial error model of greenspace types and mental wellbeing. Environment and Planning B: Urban Analytics and City Science, 48 (4). pp. 655-670. doi:10.1177/2399808319887395 ISSN 2399-8083.
Huang, Chi-En, Li, Yung-Hui, Aslam, Muhammad Saqlain and Chang, Ching-Chun (2021) Super-resolution generative adversarial network based on the dual dimension attention mechanism for biometric image super-resolution. Sensors, 21 (23). e7817. doi:10.3390/s21237817 ISSN 1424-8220.
Huang, Chu-Chung, Rolls, Edmund T., Hsu, Chih-Chin Heather, Feng, Jianfeng and Lin, Ching-Po (2021) Extensive cortical connectivity of the human hippocampal memory system : beyond the โwhatโ and โwhereโ dual stream model. Cerebral Cortex, 31 (10). pp. 4652-4669. doi:10.1093/cercor/bhab113 ISSN 1460-2199.
Huang, Le, Yang, Bowen, Yi, Haidong, Asif, Amina, Wang, Jiawei, Lithgow, Trevor, Zhang, Han, Minhas, Fayyaz ul Amir Afsar and Yin, Yanbin (2021) AcrDB : a database of anti-CRISPR operons in prokaryotes and viruses. Nucleic Acids Research, 49 (D1). D622-D629. doi:10.1093/nar/gkaa857 ISSN 0305-1048.
K
Kamalakkannan, K., Mudalige, Gihan R., Reguly, Istvan Z. and Fahmy, Suhaib A. (2021) High-level FPGA accelerator design for structured-mesh-based explicit numerical solvers. In: 35th IEEE International Parallel & Distributed Processing Symposium, Portland, Oregon, USA, 17-21 May 2021. Published in: 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS) ISBN 9781665440660. doi:10.1109/IPDPS49936.2021.00117
Keating, Finnbar and Gale, Michael B. (2021) Graded monads and type-level programming for dependence analysis. In: 14th ACM SIGPLAN International Haskell Symposium, Virtual conference, 26-27 Aug 2021. Published in: Haskell 2021: Proceedings of the 14th ACM SIGPLAN International Symposium on Haskell pp. 27-40. ISBN 9781450386159. doi:10.1145/3471874.3472981
Khurram, I., Fraz, Muhammad Moazam, Shahzad, M. and Rajpoot, Nasir M. (Nasir Mahmood) (2021) Dense-CaptionNet : a sentence generation architecture for fine-grained description of image semantics. Cognitive Computation, 13 . pp. 595-611. doi:10.1007/s12559-019-09697-1 ISSN 1866-9956.
Koohbanani, Navid Alemi, Unnikrishnan, Balagopal, Khurram, Syed Ali, Krishnaswamy, Pavitra and Rajpoot, Nasir M. (Nasir Mahmood) (2021) Self-path : self-supervision for classification of pathology images with limited annotations. IEEE Transactions on Medical Imaging, 40 (10). pp. 2845-2856. doi:10.1109/TMI.2021.3056023 ISSN 0278-0062.
Kozachinskiy, Alexander (2021) Continuous positional payoffs. In: 32nd International Conference on Concurrency Theory (CONCUR'21), Online, 23-27 Aug 2021. Published in: Proceedings of the 32nd International Conference on Concurrency Theory (CONCUR'21), 203 10:1-10:17. ISBN 9783959772037. doi:10.4230/LIPIcs.CONCUR.2021.10 ISSN 1868-8969.
L
Lazic, Ranko and Schmitz, Sylvain (2021) The ideal view on Rackoff's coverability technique. Information and Computation, 277 . 104582. doi:10.1016/j.ic.2020.104582 ISSN 0890-5401.
Leeke, Matthew (2021) Reducing model complexity and cost in the generation of efficient error detection mechanisms. In: 19th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC'21), Calgary, Canada, 25-28 Oct 2021. Published in: Proceedings of the 19th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC'21) pp. 26-34.
Lemercier, Maud, Salvi, Cristopher, Cass, Thomas, Bonilla, Edwin V., Damoulas, Theodoros and Lyons, Terry (2021) SigGPDE : scaling sparse Gaussian processes on sequential data. In: ICML : 2021 Thirty-eighth International Conference on Machine Learning, Virtual, 18-24 Jul 2021. Published in: Proceedings of the 38th International Conference on Machine Learning, 139 pp. 6233-6242. ISSN 2640-3498.
Lemercier, Maud, Salvi, Cristopher, Damoulas, Theodoros, Bonilla, Edwin V. and Lyons, Terry (2021) Distribution regression for sequential data. In: The 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021), Virtual, 13-15 Apr 2021. Published in: Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS), 130 pp. 3754-3762. ISSN 2640-3498.
Li, Yung-Hui, Harfiya, Latifa Nabila and Chang, Ching-Chun (2021) Featureless blood pressure estimation based on photoplethysmography signal using CNN and BiLSTM for IoT devices. Wireless Communications and Mobile Computing, 2021 . 9085100 . doi:10.1155/2021/9085100 ISSN 1530-8677.
Liang, Bin, Fu, Yonghao, Gui, Lin, Yang, Min, Du, Jiachen, He, Yulan and Xu, Ruifeng (2021) Target-adaptive graph for cross-target stance detection. In: The Web conference 2021, Virtual conference, 12-23 Apr 2021. Published in: Proceedings of Web Conference 2021 pp. 3453-3464. ISBN 9781450383127. doi:10.1145/3442381.3449790
Liang, Bin, Su, Hang, Yin, Rongdi, Gui, Lin, Yang, Min, Zhao, Qin, Yu, Xiaoqi and Xu, Ruifeng (2021) Beta distribution guided aspect-aware graph for aspect category sentiment analysis with affective knowledge. In: The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Online ; Punta Cana, Dominican Republic, 7โ11 Nov 2021. Published in: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing pp. 208-218.
Lin, Xufeng, Li, Chang-Tsun, Sanchez Silva, Victor and Maple, Carsten (2021) On the detection-to-track association for online multi-object tracking. Pattern Recognition Letters, 146 . pp. 200-207. doi:10.1016/j.patrec.2021.03.022 ISSN 0167-8655.
Lokshtanov, Daniel, Misra, Pranabendu, Sridharan, Ramanujan, Saurabh, Saket and Zehavi, Meirav (2021) FPT-approximation for FPT problems. In: ACM-SIAM Symposium on Discrete Algorithms (SODA) 2021, Virtual, 10-13 Jan 2021. Published in: Proceedings of the ACM-SIAM Symposium on Discrete Algorithms (SODA) ISBN 9781611976465. doi:10.1137/1.9781611976465.14
Lou, Chenwei, Bin, Liang, Gui, Lin, He, Yulan, Dang, Yixue and Xu, Ruifeng (2021) Affective dependency graph for sarcasm detection. In: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), Online, 11-15 Jul 2021. Published in: SIGIR '21: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval pp. 1844-1849. ISBN 9781450380379. doi:10.1145/3404835.3463061
Lu, Zhen Jian, Oliveira, Igor C. and Santhanam, Rahul (2021) Pseudodeterministic lagorithms and the structure of probabilistic time. In: STOC 2021: 53rd Annual ACM Symposium on Theory of Computing, Virtual conference, 21-25 Jun 2021. Published in: STOC 2021: Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing pp. 303-316. ISBN 9781450380539. doi:10.1145/3406325.3451085
Lu, Zhenjian and Oliveira, Igor C. (2021) An efficient coding theorem via probabilistic representations and its applications. In: International Colloquium on Automata, Languages and Programming (ICALP), Virtual conference, 12-16 Jul 2021. Published in: 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021), 198 94:1-94:20. ISBN 9783959771955. doi:10.4230/LIPIcs.ICALP.2021.94 ISSN 1868-8969.
Lutton, Judith E., Collier, Sharon and Bretschneider, Till (2021) A curvature-enhanced random walker segmentation method for detailed capture of 3D cell surface Membranes. IEEE Transactions on Medical Imaging, 40 (2). pp. 514-526. doi:10.1109/TMI.2020.3031029 ISSN 0278-0062.
M
Ma, Qingzhi, Shanghooshabad, Ali M., Almasi, Mehrdad, Kurmanji, Meghdad and Triantafillou, Peter (2021) Learned approximate query processing : make it light, accurate and fast. In: Conference on Innovative Data Systems, (CIDR21), Virtual conference, 12-15 Jan 2021. Published in: Conference on Innovative Data Systems, (CIDR21)
Mahmood, Hanya, Shaban, Muhammad, Rajpoot, Nasir M. (Nasir Mahmood) and Khurram, Syed A (2021) Artificial Intelligence-based methods in head and neck cancer diagnosis : an overview. British Journal of Cancer, 124 . pp. 1934-1940. doi:10.1038/s41416-021-01386-x ISSN 0007-0920.
Maronas, Juan, Hamelijnck, Oliver, Knoblauch, Jeremias and Damoulas, Theodoros (2021) Transforming Gaussian processes with normalizing flows. In: 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021), Virtual, 13-15 Apr 2021. Published in: Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, 130 pp. 1081-1089. ISSN 2640-3498.
McCorry, Patrick, Mehrnezhad, Maryam, Toreini, Ehsan, Shahandashti, Siamak F. and Hao, Feng (2021) On secure E-voting over blockchain. Digital Threats : Research and Practice, 2 (4). 33. doi:10.1145/3461461 ISSN 2692-1626.
Merino, Arturo, Micka, Ondrej and Mutze, Torsten (2021) On a combinatorial generation problem of Knuth. In: 32nd Annual ACM-SIAM Symposium on Discrete Algorithms, Virtual Conference, 10-13 Jan 2021. Published in: Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA) pp. 735-743. ISBN 9781611976465. doi:10.1137/1.9781611976465.46
Merino, Arturo and Mutze, Torsten (2021) Efficient generation of rectangulations via permutation languages. In: 37th International Symposium on Computational Geometry, University at Buffalo, The State University of New York, USA, 07-11 Jun 2021. Published in: 37th International Symposium on Computational Geometry (SoCG 2021), 189 pp. 1-18. ISBN 9783959771849. doi:10.4230/LIPIcs.SoCG.2021.54 ISSN 1868-8969.
Milich, Marcel, Mutze, Torsten and Pergel, Martin (2021) On flips in planar matchings. Discrete Applied Mathematics, 289 . pp. 427-445. doi:10.1016/j.dam.2020.10.018 ISSN 0166-218X.
Modesti, Paolo, Shahandashti, Siamak F., McCorry, Patrick and Hao, Feng (2021) Formal modelling and security analysis of Bitcoinโs payment protocol. Computers & Security, 107 . 102279. doi:10.1016/j.cose.2021.102279 ISSN 0167-4048.
Morales-Molina, Carlos D., Hernandez-Suarez, Aldo, Sanchez-Perez, Gabriel, Toscano-Medina, Linda K., Perez-Meana, Hector, Olivares-Mercado, Jesus, Portillo-Portillo, Jose, Sanchez Silva, Victor and Garcia-Villalba, Luis Javier (2021) A dense neural network approach for detecting clone ID attacks on the RPL protocol of the IoT. Sensors, 21 (9). e3173. doi:10.3390/s21093173 ISSN 1424-8220.
Mutze, Torsten, Nummenpalo, Jerri and Walczak, Bartosz (2021) Sparse Kneser graphs are Hamiltonian. Journal of the London Mathematical Society, 103 (4). pp. 1253-1275. doi:10.1112/jlms.12406 ISSN 0024-6107.
N
Narayanan, Priya Lakshami, Raza, Shan-e-Ahmed, Hall, Allison H., Marks, Jeffrey R. , King, Lorraine , West, Robert B. , Hernandez, Lucia , Guppy, Naomi , Dowsett, Mitch , Gusterson, Barry , Maley, Carlo , Hwang, E. Shelley and Yuan, Yinyin (2021) Unmasking the immune microecology of ductal carcinoma in situ with deep learning. npj Breast Cancer , 7 . 19. doi:10.1038/s41523-020-00205-5 ISSN 2374-4677.
Nezhad, Mahshid Mehr and Hao, Feng (2021) OPay : an orientation-based contactless payment solution against passive attacks. In: ACSAC: Annual Computer Security Applications Conference, Online, 6-10 Dec 2021. Published in: Annual Computer Security Applications Conference pp. 375-384. doi:10.1145/3485832.3485887
Novak, Matija, Joy, Mike and Mirza, Olfat M. (2021) Improved plagiarism detection with collaboration network visualization based on source-code similarity. In: 2021 IEEE Technology & Engineering Management Conference โ Europe, Dubrovnik, Croatia, 17-21 May 2021. Published in: 2021 IEEE Technology & Engineering Management Conference - Europe (TEMSCON-EUR) pp. 1-6. ISBN 9781665431149. doi:10.1109/TEMSCON-EUR52034.2021.9488644
P
Palaniyappan, Lena, Du, Jingnan, Zhang, Jie and Feng, Jianfeng (2021) Reply to: โHistorical pursuits of the language pathway hypothesis of schizophreniaโ. npj Schizophrenia, 7 (1). 54. ISSN 2334-265X doi:10.1038/s41537-021-00183-y
Peinelt, Nicole, Rei, Marek and Liakata, Maria (2021) GiBERT : enhancing BERT with linguistic information using a lightweight gated injection method. In: 2021 Conference on Empirical Methods in Natural Language Processing, Punta Cana, Dominican Republic, 7-11 Nov 2021. Published in: Findings of the Association for Computational Linguistics: EMNLP 2021 pp. 2322-2336. doi:10.18653/v1/2021.findings-emnlp.200
Pergola, Gabriele, Gui, Lin and He, Yulan (2021) A disentangled adversarial neural topic model for separating opinions from plots in user reviews. In: 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Online, 6โ11 Jun 2021. Published in: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies pp. 2870-2883.
Pergola, Gabriele, Kochkina, Elena, Gui, Lin, Liakata, Maria and He, Yulan (2021) Boosting low-resource biomedical QA via entity-aware masking strategies. In: EACL 2021: The 16th Conference of the European Chapter of the Association for Computational Linguistics, Virtual conference, 19-23 Apr 2021. Published in: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume pp. 1977-1985. doi:10.18653/v1/2021.eacl-main.169
Powell, Archie, Choudry, Kabir, Prabhakar, A., Reguly, I. Z., Amirante, D., Jarvis, S. A. and Mudalige, Gihan R. (2021) Predictive analysis of large-scale coupled CFD simulations with the CPX mini-app. In: IEEE International Conference on High Performance Computing, Data and Analytics (HiPC 2021), Bangalore, India, 17-20 Dec 2021. Published in: 2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC) ISBN 9781665410168. doi:10.1109/HiPC53243.2021.00028 ISSN 2640-0316.
Prangnell, Lee and Sanchez Silva, Victor (2021) HVS-based perceptual color compression of image data. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, Ontario, Canada, 6-11 Jun 2021. Published in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) doi:10.1109/ICASSP39728.2021.9414773 ISSN 2379-190X.
R
Reguly, Istvan Z., Owenson, A. M. B, Powell, Archie, Jarvis, Stephen A. and Mudalige, Gihan R. (2021) Under the hood of SYCL - an initial performance analysis with an unstructured-mesh CFD application. In: 36th International Conference, ISC High Performance 2021, Virtual conference, 24 Jun - 2 Jul 2021. Published in: High Performance Computing. ISC High Performance 2021, 12728 pp. 391-410. ISBN 9783030787127. doi:10.1007/978-3-030-78713-4_21 ISSN 0302-9743.
Ritchie, Owain T., Watson, Derrick G., Griffiths, Nathan, Xu, Zhou and Mouzakitis, Alex (2021) Influence of traffic context and information presentation on evaluation of autonomous highway journeys. Accident Analysis & Prevention, 161 . 106385. doi:10.1016/j.aap.2021.106385 ISSN 0001-4575.
Robinson, Alistair, Brown, Frederick, Hall, Nathan, Jackson, Alexander, Kemp, Graham and Leeke, Matthew (2021) CASTLEGUARD : anonymised data streams with guaranteed differential privacy. In: 18th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC'20), Calgary, Canada, 17-22 Aug 2020. Published in: 2020 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) ISBN 9781728166100. doi:10.1109/DASC-PICom-CBDCom-CyberSciTech49142.2020.00102
Rolls, Edmund T. (2021) Attractor cortical neurodynamics, schizophrenia, and depression. Translational Psychiatry, 11 (1). 215. doi:10.1038/s41398-021-01333-7 ISSN 2158-3188.
Rolls, Edmund T. (2021) Learning invariant object and spatial view representations in the brain using slow unsupervised learning. Frontiers in Computational Neuroscience, 15 . 686239. doi:10.3389/fncom.2021.686239 ISSN 1662-5188.
Rolls, Edmund T. (2021) Mind causality : a computational neuroscience approach. Frontiers in Computational Neuroscience, 15 . 706505. doi:10.3389/fncom.2021.706505 ISSN 1662-5188.
Rolls, Edmund T. (2021) Neurons including hippocampal spatial view cells, and navigation in primates including humans. Hippocampus, 31 (6). pp. 2149-2156. doi:10.1002/hipo.23324 ISSN 1050-9631.
Rolls, Edmund T. (2021) The connections of neocortical pyramidal cells can implement the learning of new categories, attractor memory, and topโdown recall and attention. Brain Structure and Function, 226 (8). pp. 2523-2536. doi:10.1007/s00429-021-02347-z ISSN 1863-2661.
Rolls, Edmund T. (2021) A neuroscience levels of explanation approach to the mind and the brain. Frontiers in Computational Neuroscience, 15 . 649679. doi:10.3389/fncom.2021.649679 ISSN 1662-5188.
Rolls, Edmund T., Cheng, Wei and Feng, Jianfeng (2021) Brain dynamics : synchronous peaks, functional connectivity, and its temporal variability. Human Brain Mapping, 42 (9). pp. 2790-2801. doi:10.1002/hbm.25404 ISSN 1065-9471.
Rolls, Edmund T., Cheng, Wei and Feng, Jianfeng (2021) Brain dynamics : the temporal variability of connectivity, and differences in schizophrenia and ADHD. Translational Psychiatry, 11 (1). 70. doi:10.1038/s41398-021-01197-x ISSN 2158-3188.
Roy, Debaleena, Guha, Tanaya and Sanchez Silva, Victor (2021) Graph-based transform based on neural networks for intra-prediction of imaging data. In: IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2021), Gold Coast, Queensland, Australia, 25-28 Oct 2021. Published in: IEEE Xplore doi:10.1109/MLSP52302.2021.9596317
Roy, Debaleena, Guha, Tanaya and Sanchez Silva, Victor (2021) Graph-based transforms based on graph neural networks for predictive transform coding. In: Data Compression Conference (DCC) 2021, Snowbird, UT, USA, 23-26 Mar 2021. Published in: 2021 Data Compression Conference (DCC) doi:10.1109/DCC50243.2021.00079 ISSN 2375-0359.
S
Salvi, Cristopher, Lemercier, Maud, Liu, Chong, Horvath, Blanka, Damoulas, Theodoros and Lyons, Terry (2021) Higher order kernel mean embeddings to capture filtrations of stochastic processes. In: Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), Virtual, 6-14 Dec 2021. Published in: Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 34 pp. 16635-16647.
Samanta, Atanu and Guha, Tanaya (2021) Emotion sensing from head motion capture. IEEE Sensors Journal, 21 (4). pp. 5035-5043. doi:10.1109/JSEN.2020.3033431 ISSN 1530-437X.
Sanchez Silva, Victor (2021) Rate control for predictive transform screen content video coding based on RANSAC. IEEE Transactions on Circuits and Systems for Video Technology, 31 (11). pp. 4422-4438. doi:10.1109/TCSVT.2020.3047296 ISSN 1051-8215.
Shah, Pir Masoom, Ullah, Faizan, Shah, Dilawar, Gani, Abdullah, Maple, Carsten, Wang, Yulin, Shahid, A., Abrar, Mohammad and Islam, Saif ul (2021) Deep GRU-CNN model for COVID-19 detection from chest X-rays data. IEEE Access, 10 . pp. 35094-35105. doi:10.1109/ACCESS.2021.3077592 ISSN 2169-3536.
Shekelyan, Michael and Cormode, Graham (2021) Sequential random sampling revisited : hidden shuffle method. In: The 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021), Virtual, 13-15 Apr 2021. Published in: Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, 130 pp. 3628-3636. ISSN 2640-3498.
Shirian, Amir and Guha, Tanaya (2021) Compact graph architecture for speech emotion recognition. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, Ontario, Canada, 6-11 Jun 2021. Published in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) doi:10.1109/ICASSP39728.2021.9413876 ISSN 2379-190X.
Shirian, Amir, Tripathi, Subarna and Guha, Tanaya (2021) Dynamic emotion modeling with learnable graphs and graph inception network. IEEE Transactions on Multimedia, 24 . pp. 780-790. doi:10.1109/TMM.2021.3059169 ISSN 1520-9210.
Sitthiworachart, Jirarat, Joy, Mike and Mason, Jon (2021) Blended learning activities in an e-business course. Education Sciences, 11 (12). e763. doi:10.3390/educsci11120763 ISSN 2227-7102.
Sonea, Andra and Westerholt, Renรฉ (2021) Geographic and temporal access to basic banking services offered through post offices in Wales. Applied Spatial Analysis and Policy, 14 (4). pp. 879-905. doi:10.1007/s12061-021-09386-3 ISSN 1874-463X.
Song, Jiagang, Lin, Yunwu, Song, Jiayu, Yu, Weiren and Zhang, Leyuan (2021) TDCMR: Triplet-Based Deep Cross-Modal Retrieval for geo-multimedia data. Applied Sciences, 11 (22). e10803. doi:10.3390/app112210803 ISSN 2076-3417.
Steadman, Liam, Griffiths, Nathan, Jarvis, Stephen A., Bell, Mark, Helman, Shaun and Wallbank, Caroline (2021) kD-STR : a method for spatio-temporal data reduction and modelling. ACM/IMS Transactions on Data Science, 2 (3). 17. doi:10.1145/3439334 ISSN 2691-1922.
Steenmans, Katrien, Taylor, Phillip M. and Steenmans, Ine (2021) Blockchain technology for governance of plastic waste management : where are we? Social Sciences, 10 (11). e434. doi:10.3390/socsci10110434 ISSN 2076-0760.
T
Tan, Xingwei, Pergola, Gabriele and He, Yulan (2021) Extracting event temporal relations via hyperbolic geometry. In: The 2021 Conference on Empirical Methods in Natural Language Processing, Online ; Punta Cana, Dominican Republic, 7โ11 Nov 2021. Published in: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing pp. 8065-8077. doi:10.18653/v1/2021.emnlp-main.636
(2021) Differential predictors for alcohol use in adolescents as a function of familial risk. Translational Psychiatry, 11 (1). 157. doi:10.1038/s41398-021-01260-7 ISSN 2158-3188.
Tyurikova, Olga, Zheng, Kaiyu, Nicholson, Elizabeth, Timofeeva, Yulia, Semyanov, Alexey, Volynski, Kirill and Rusakov, Dmitri A. (2021) Fluorescence lifetime imaging reveals regulation of presynaptic Ca+ by glutamate uptake and mGluRs, but not somatic voltage in cortical neurons. Journal of Neurochemistry, 156 (1). pp. 48-58. doi:10.1111/jnc.15094 ISSN 0022-3042.
V
Van Hinsbergh, James, Griffiths, Nathan, Taylor, Phillip M., Thomason, Alasdair, Xu, Z. and Mouzakitis, A. (2021) Classifying vehicle activity to improve point of interest extraction. Mobile Information Systems, 2021 . 9973681. doi:10.1155/2021/9973681 ISSN 1574-017X.
W
Wang, Haoyi, Sanchez Silva, Victor and Li, Chang-Tsun (2021) Age-oriented face synthesis with conditional discriminator pool and adversarial triplet loss. IEEE Transactions on Image Processing, 30 . pp. 5413-5425. doi:10.1109/TIP.2021.3084106 ISSN 1057-7149.
Wang, Jun, Yu, Xiaohan and Gao, Yongsheng (2021) Feature fusion vision transformer for fine-grained visual categorization. In: BMVC 2021 : The 32nd British Machine Vision Conference, Online, 22-25 Nov 2021
Wang, Jun, Zhao, Yang, Qian, Linglong, Yu, Xiaohan and Gao, Yongsheng (2021) EAR-NET : Error Attention Refining Network for retinal vessel segmentation. In: 2021 Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, Australia, 29 Nov - 01 Dec 2021. Published in: 2021 Digital Image Computing: Techniques and Applications (DICTA) pp. 1-7. ISBN 9781665417099. doi:10.1109/DICTA52665.2021.9647299
Wang, Shen, Toreini, Ehsan and Hao, Feng (2021) Anti-counterfeiting for polymer banknotes based on polymer substrate fingerprinting. IEEE Transactions on Information Forensics and Security, 16 . pp. 2823-2835. doi:10.1109/TIFS.2021.3067440 ISSN 1556-6013.
Wang, Shuang and Ferhatosmanoglu, Hakan (2021) PPQ-Trajectory : spatio-temporal quantization for querying in large trajectory repositories. Proceedings of the VLDB Endowment, 14 (2). pp. 215-227. doi:10.14778/3425879.3425891 ISSN 2150-8097.
Winfield, Jessica M., Wakefield, Jennifer C., Brenton, James D., AbdulJabbar, Khalid, Savio, Antonella, Freeman, Susan, Pace, Erika, Lutchman-Singh, Kerryn , Vroobel, Katherine M., Yuan, Yinyin, Banerjee, Susana, Porta, Nuria, Raza, Shan-e-Ahmed and deSouza, Nandita M. (2021) Biomarkers for site-specific response to neoadjuvant chemotherapy in epithelial ovarian cancer : relating MRI changes to tumour cell load and necrosis. British Journal of Cancer, 124 . pp. 1130-1137. doi:10.1038/s41416-020-01217-5 ISSN 0007-0920.
Wu, Wentai, He, Ligang, Lin, Weiwei, Mao, Rui, Maple, Carsten and Jarvis, Stephen A. (2021) SAFA : a semi-asynchronous protocol for fast federated learning with low overhead. IEEE Transactions on Computers, 70 (5). doi:10.1109/TC.2020.2994391 ISSN 0018-9340.
Wu, Wentai, Lin, Weiwei, He, Ligang, Wu, Guangxin and Hsu, Ching-Hsien (2021) A power consumption model for cloud servers based on Elman Neural Network. IEEE Transactions on Cloud Computing, 9 (4). pp. 1268-1277. doi:10.1109/TCC.2019.2922379 ISSN 2372-0018.
X
(2021) Reward vs non-reward sensitivity of the medial vs lateral orbitofrontal cortex relates to the severity of depressive symptoms. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 6 (3). pp. 259-269. doi:10.1016/j.bpsc.2020.08.017 ISSN 2451-9022.
Y
Yan, Hanqi, Gui, Lin, Pergola, Gabriele and He, Yulan (2021) Position bias mitigation : a knowledge-aware graph model for emotion cause extraction. In: 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Bangkok, Thailand, 1-6 Aug 2021. Published in: Proceedings of 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) pp. 3364-3375. ISBN 9781954085527.
Yaseen, Adiba, Gull, Sadaf, Akhtar, Naeem, Amin, Imran and Minhas, Fayyaz ul Amir Afsar (2021) HemoNet : predicting hemolytic activity of peptides with integrated feature learning. Journal of Bioinformatics and Computational Biology, 19 (5). 2150021. doi:10.1142/S0219720021500219 ISSN 0219-7200.
Z
Zhang, Linhai, Lin, Chao, Zhou, Deyu, He, Yulan and Zhang, Meng (2021) A Bayesian end-to-end model with estimated uncertainties for simple question answering over knowledge bases. Computer Speech & Language, 66 . 101167. doi:10.1016/j.csl.2020.101167 ISSN 0885-2308.
Zhang, Linhai, Zhou, Deyu, Lin, Chao and He, Yulan (2021) A multi-label multi-hop relation detection model based on relation-aware sequence generation. In: 2021 Conference on Empirical Methods in Natural Language Processing, Punta Cana, Dominican Republic, 7-11 Nov 2021. Published in: Findings of the Association for Computational Linguistics: EMNLP 2021 pp. 4713-4719. doi:10.18653/v1/2021.findings-emnlp.404
Zhang, Wenjian, Gui, Lin and He, Yulan (2021) Supervised contrastive learning for multimodal unreliable news detection in COVID-19 pandemic. In: 30th ACM International Conference on Information and Knowledge Management, Virtual conference, 01-05 Nov 2021. Published in: CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management pp. 3637-3641. doi:10.1145/3459637.3482196
Zhao, Runcong, Gui, Lin, Pergola, Gabriele and He, Yulan (2021) Adversarial learning of poisson factorisation model for gauging brand sentiment in user reviews. In: EACL 2021 : The 16th Conference of the European Chapter of the Association for Computational Linguistics, Virtual conference, 19-23 Apr 2021. Published in: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics : Main Volume pp. 2341-2351.
(2021) Advances and open problems in federated learning. Foundations and Trendsยฎ in Machine Learning, 14 (1โ2). pp. 1-210. doi:10.1561/2200000083 ISSN 1935-8237.
Zheng, Zhigao, Shi, Xuanhua, He, Ligang, Jin, Hai, Wei, Shuo, Dai, Hulin and Peng, Xuan (2021) Feluca : A two-stage graph coloring algorithm with color-centric paradigm on GPU. IEEE Transactions on Parallel and Distributed Systems, 32 (1). pp. 160-173. doi:10.1109/TPDS.2020.3014173 ISSN 1045-9219.
Zhou, Deyu, Zhang, Meng, Yang, Yang and He, Yulan (2021) Hierarchical state recurrent neural network for social emotion ranking. Computer Speech & Language, 68 . 101177. doi:10.1016/j.csl.2020.101177 ISSN 0885-2308 .
Zhou, Yujue, Jiang, Jie, Qian, Kai, Ding, Yulong, Yang, Shuang-Hua and He, Ligang (2021) Graph convolutional networks based contamination source identification across water distribution networks. Process Safety and Environmental Protection, 155 . pp. 317-324. doi:10.1016/j.psep.2021.09.008 ISSN 0957-5820.
Zhou, Yujue, Jiang, Jie, Yang, Shuang-Hua, He, Ligang and Ding, Yulong (2021) MuSDRI : Multi-seasonal decomposition based recurrent imputation for time series. IEEE Sensors Journal, 21 (20). pp. 23213-23223. doi:10.1109/jsen.2021.3107836 ISSN 1558-1748.
Zhu, Lixing, Pergola, Gabriele, Gui, Lin, Zhou, Deyu and He, Yulan (2021) Topic-driven and knowledge-aware transformer for dialogue emotion detection. In: ACL 2021, Online, 2โ4 Aug 2021. Published in: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language pp. 1571-1582.