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Number of items: 416.

A

Abaho, Michael, Bollegala, Danushka, Williamson, Paula ORCID: 0000-0001-9802-6636 and Dodd, Susanna ORCID: 0000-0003-2851-3337 (2021) Detect and Classify -- Joint Span Detection and Classification for Health Outcomes. [Preprint]

Adamson, Duncan (2021) Algorithmic and Combinatorial Problems in Crystal Structure Prediction. PhD thesis, University of Liverpool.

Adamson, Duncan ORCID: 0000-0003-3343-2435, Deligkas, Argyrios, Gusev, Vladimir V and Potapov, Igor (2021) Combinatorial Algorithms for Multidimensional Necklaces. [Preprint]

Adamson, Duncan ORCID: 0000-0003-3343-2435, Deligkas, Argyrios, Gusev, Vladimir V and Potapov, Igor (2021) On the Hardness of Energy Minimisation for Crystal Structure Prediction. FUNDAMENTA INFORMATICAE, 184 (3). pp. 181-203.

Adamson, Duncan, Deligkas, Argyrios, Gusev, Vladimir V and Potapov, Igor (2021) Ranking Bracelets in Polynomial Time. In: 32nd Annual Symposium on Combinatorial Pattern Matching (CPM 2021).

Akbali, Baris ORCID: 0000-0002-6852-2193, Yagmurcukardes, Mehmet, Peeters, FM, Lin, Hsing-Ying, Lin, Ting-Yi, Chen, Wen-Hao, Maher, Simon, Chen, Tsan-Yao and Huang, Chen-Han (2021) Determining the Molecular Orientation on the Metal Nanoparticle Surface through Surface-Enhanced Raman Spectroscopy and Density Functional Theory Simulations. JOURNAL OF PHYSICAL CHEMISTRY C, 125 (29). pp. 16289-16295.

Akbari, Behzad, Thiyagalingam, Jeyan ORCID: 0000-0002-2167-1343, Lee, Richard and Thia, Kirubarajan (2021) A Multilane Tracking Algorithm Using IPDA with Intensity Feature. SENSORS, 21 (2). E461-.

Akrida, Eleni C, Deligkas, Argyrios, Melissourgos, Themistoklis and Spirakis, Paul G ORCID: 0000-0001-5396-3749 (2021) Connected Subgraph Defense Games. ALGORITHMICA, 83 (11). pp. 3403-3431.

Akrida, Eleni C, Mertzios, George B, Spirakis, Paul G ORCID: 0000-0001-5396-3749 and Raptopoulos, Christoforos (2021) The temporal explorer who returns to the base. JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 120. pp. 179-193.

Al-Ataby, Ali (2021) Hybrid Learning Using Canvas LMS. European Journal of Education and Pedagogy, 2 (6). pp. 27-33.

Al-Tahmeesschi, Ahmed, Umebayashi, Kenta, Iwata, Hiroki, Lehtomaki, Janne and Lopez-Benitez, Miguel ORCID: 0000-0003-0526-6687 (2021) Feature-Based Deep Neural Networks for Short-Term Prediction of WiFi Channel Occupancy Rate. IEEE ACCESS, 9. pp. 85645-85660.

AlKhuzaey, Samah, Grasso, Floriana ORCID: 0000-0001-8419-6554, Payne, Terry R ORCID: 0000-0002-0106-8731 and Tamma, Valentina AM ORCID: 0000-0002-1320-610X (2021) A Systematic Review of Data-Driven Approaches to Item Difficulty Prediction. In: Artificial Intelligence in Education - 22nd International Conference, 2021-6-14 - 2021-9-18, Utrecht, The Netherlands and online.

Alajlan, Saad ORCID: 0000-0001-7192-820X (2021) Generating an RDF dataset from Twitter data: A Study Using Machine Learning. PhD thesis, University of Liverpool.

Alammar, Mohammed M ORCID: 0000-0002-4925-5472 and Lopez-Benitez, Miguel ORCID: 0000-0003-0526-6687 (2021) A Minesweeper Algorithm for Improved Signal Area Estimation in Spectrum Aware Systems. In: 2021 28th International Conference on Telecommunications (ICT), 2021-6-1 - 2021-6-3.

Aldosari, Hanadi, Coenen, Frans ORCID: 0000-0003-1026-6649, Lip, Gregory YH ORCID: 0000-0002-7566-1626 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2021) Addressing the Challenge of Data Heterogeneity Using a Homogeneous Feature Vector Representation: A Study Using Time Series and Cardiovascular Disease Classification. .

Aldosari, Hanadi, Coenen, Frans ORCID: 0000-0003-1026-6649, Lip, Gregory YH ORCID: 0000-0002-7566-1626 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2021) Motif Based Feature Vectors: Towards a Homogeneous Data Representation for Cardiovascular Diseases Classification. .

Alecu, Bogdan, Ferguson, Robert, Kanté, Mamadou Moustapha, Lozin, Vadim, Vatter, Vincent and Zamaraev, Viktor ORCID: 0000-0001-5755-4141 (2021) Letter graphs and geometric grid classes of permutations. [Preprint]

Alharbi, Lubna (2021) A Conceptual Framework for Monitoring the Emotional State of Students in VLEs. Doctor of Philosophy thesis, University of Liverpool.

Alharbi, Reham ORCID: 0000-0002-8332-3803, Tamma, Valentina ORCID: 0000-0002-1320-610X and Grasso, Floriana ORCID: 0000-0001-8419-6554 (2021) Characterising the Gap Between Theory and Practice of Ontology Reuse. In: K-CAP '21: Knowledge Capture Conference, 2021-12-2 - 2021-10-3.

Alharbi, Yassir ORCID: 0000-0001-6764-030X, Arribas-Bel, Daniel ORCID: 0000-0002-6274-1619 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2021) Sustainable Development Goals Monitoring and Forecasting using Time Series Analysis. In: 2nd International Conference on Deep Learning Theory and Applications, 2021-7-7 - 2021-7-9.

Alhijailan, Hajar (2021) PHONOCARDIOGRAM CLASSIFICATION USING MOTIF DISCOVERY. PhD thesis, University of Liverpool.

Alhulayil, Moawiah (2021) Spectrum Coexistence Mechanisms for Mobile Networks in Unlicensed Frequency Bands. PhD thesis, University of Liverpool.

Alkahtani, Mohammed ORCID: 0000-0003-2801-698X (2021) Study for Non-uniform Aging Photovoltaic Array Performance Enhancements. PhD thesis, University of Liverpool.

Alkahtani, Mohammed ORCID: 0000-0003-2801-698X, Zhou, Jiafeng ORCID: 0000-0001-5829-3932, Hu, Yihua ORCID: 0000-0002-1007-1617, Alkasmoul, Fahad, Kiani, Zeryab Hassan and Kuka, Colin Sokol (2021) An Experimental Investigation on Output Power Enhancement With Offline Reconfiguration for Non-Uniform Aging Photovoltaic Array to Maximise Economic Benefit. IEEE Access, 9. pp. 87510-87519.

Almalki, S, Tekin, SB, Sedghi, N ORCID: 0000-0002-2004-6159, Hall, S ORCID: 0000-0001-8387-1036 and Mitrovic, IZ ORCID: 0000-0003-4816-8905 (2021) Applicability of Sc2O3 versus Al2O3 in MIM rectifiers for IR rectenna. SOLID-STATE ELECTRONICS, 184. p. 108082.

Almethen, Abdullah (2021) Centralised and Distributed Shape Formation with a Linear-Strength Model. Doctor of Philosophy thesis, University of Liverpool.

Almethen, Abdullah, Michail, Othon ORCID: 0000-0002-6234-3960 and Potapov, Igor (2021) Distributed Transformations of Hamiltonian Shapes Based on Line Moves. .

Alnuayri, Turki ORCID: 0000-0002-6884-4053, Khursheed, Syed-Saqib, Hernández Martínez, AL and Rossi, Daniele (2021) Differential Aging Sensor using Sub-threshold Leakage Current to Detect Recycled ICs. IEEE Transactions on Very Large Scale Integration Systems, 29 (12). pp. 2064-2075.

Alnuayri, Turki ORCID: 0000-0002-6884-4053, Martinez, A Leonel Hernandez, Khursheed, Saqib and Rossi, Daniele (2021) A Support Vector Regression based Machine Learning method for on-chip Aging Estimation. In: 2021 4th International Conference on Computing & Information Sciences (ICCIS), 2021-11-29 - 2021-11-30, Pakistan.

Alsaedi, Abdullah ORCID: 0000-0003-3732-2452, Brooker, Phillip ORCID: 0000-0003-1189-4647, Grasso, Floriana ORCID: 0000-0001-8419-6554 and Thomason, Stuart (2021) A Survey of Social Emotion Prediction Methods. In: 10th International Conference on Data Science, Technology and Applications, 2021-7-6 - 2021-7-8.

Alshehri, Mohammed, Coenen, Frans ORCID: 0000-0003-1026-6649 and Dures, Keith (2021) Motif-based Classification using Enhanced Sub-Sequence-Based Dynamic Time Warping. In: 10th International Conference on Data Science, Technology and Applications, 2021-7-6 - 2021-7-8.

Alsuhaibani, Mohammed and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2021) Fine-Tuning Word Embeddings for Hierarchical Representation of Data Using a Corpus and a Knowledge Base for Various Machine Learning Applications. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2021. 9761163-.

Alves, Gleifer Vaz, Dennis, Louise ORCID: 0000-0003-1426-1896 and Fisher, Michael (2021) A Double-Level Model Checking Approach for an Agent-Based Autonomous Vehicle and Road Junction Regulations. JOURNAL OF SENSOR AND ACTUATOR NETWORKS, 10 (3). p. 41.

Alzahrani, Saeed, Al-Bander, Baidaa and Al-Nuaimy, Waleed ORCID: 0000-0001-8927-2368 (2021) A Comprehensive Evaluation and Benchmarking of Convolutional Neural Networks for Melanoma Diagnosis. CANCERS, 13 (17). 4494-.

Alzahrani, Theiab, Al-Nuaimy, Waleed ORCID: 0000-0001-8927-2368 and Al-Bander, Baidaa (2021) Integrated Multi-Model Face Shape and Eye Attributes Identification for Hair Style and Eyelashes Recommendation. COMPUTATION, 9 (5). p. 54.

Amanatidis, Georgios, Birmpas, Georgios, Filos-Ratsikas, Aris ORCID: 0000-0001-7868-8114, Hollender, Alexandros and Voudouris, Alexandros A (2021) Maximum Nash welfare and other stories about EFX. Theoretical Computer Science, 863. pp. 69-85.

Amanatidis, Georgios, Birmpas, Georgios ORCID: 0000-0003-4733-7885, Filos-Ratsikas, Aris ORCID: 0000-0001-7868-8114 and Voudouris, Alexandros A (2021) A Few Queries Go a Long Way: Information-Distortion Tradeoffs in Matching. In: The 35th AAAI Conference on Artificial Intelligence, 2021-2-2 - 2021-1-9, Virtual Conference.

Amanatidis, Georgios, Birmpas, Georgios, Filos-Ratsikas, Aris ORCID: 0000-0001-7868-8114 and Voudouris, Alexandros A (2021) Peeking behind the ordinal curtain: Improving distortion via cardinal queries. ARTIFICIAL INTELLIGENCE, 296.

Anosova, Olga and Kurlin, Vitaliy ORCID: 0000-0001-5328-5351 (2021) An Isometry Classification of Periodic Point Sets. In: Discrete Geometry and Mathematical Morphology, 2021-5-24 - 2021-5-27, https://www.dgmm2021.se.

Anshelevich, Elliot, Filos-Ratsikas, Aris ORCID: 0000-0001-7868-8114, Shah, Nisarg and Voudouris, Alexandros A (2021) Distortion in Social Choice Problems: The First 15 Years and Beyond. In: Thirtieth International Joint Conference on Artificial Intelligence {IJCAI-21}, 2021-8-19 - 2021-8-27, Virtual Conference.

Applebaum, Simon, Gaber, Tarek and Ahmed, Ali ORCID: 0000-0002-7370-3044 (2021) Signature-based and Machine-Learning-based Web Application Firewalls: A Short Survey. In: ML-NLP4Cybersecurity: International Workshop on Machine Learning and Natural Language Processing for Cybersecurity, 2021-6-4 - 2021-6-5, Dubi, UAE.

Apt, Krzysztof R, Simon, Sunil and Wojtczak, Dominik ORCID: 0000-0001-5560-0546 (2021) Coordination Games on Weighted Directed Graphs. Mathematics of Operations Research, 47 (2). pp. 995-1025.

Artale, Alessandro, Kontchakov, Roman, Kovtunova, Alisa, Ryzhikov, Vladislav, Wolter, Frank and Zakharyaschev, Michael (2021) First-Order Rewritability of Ontology-Mediated Queries in Linear Temporal Logic. Artificial Intelligence, 299. p. 103536.

Artale, Alessandro, Mazzullo, Andrea, Ozaki, Ana and Wolter, Frank ORCID: 0000-0002-4470-606X (2021) On Free Description Logics with Definite Descriptions. In: 18th International Conference on Principles of Knowledge Representation and Reasoning {KR-2021}, 2020-11-12 - 2021-11-18.

Atkinson, K ORCID: 0000-0002-5683-4106 and Bench-Capon, T ORCID: 0000-0003-3975-4398 (2021) Value-based argumentation. Journal of Applied Logics, 8 (6). pp. 1543-1588.

Atkinson, Katie ORCID: 0000-0002-5683-4106 and Bench-Capon, Trevor ORCID: 0000-0003-3975-4398 (2021) Argumentation schemes in AI and Law. Argument & Computation, 12 (3). pp. 417-434.

Atkinson, Katie ORCID: 0000-0002-5683-4106, Collenette, Joe, Bench-Capon, Trevor ORCID: 0000-0003-3975-4398 and Dzehtsiarou, Kanstantsin ORCID: 0000-0001-9253-6109 (2021) Practical tools from formal models. In: ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, 2021-6-21 - 2021-6-25.

Atkinson, Katie ORCID: 0000-0002-5683-4106 and Visser, Jacky (2021) Selected papers from the COMMA 2018 workshops Argumentation & Society and Argumentation & Philosophy. .

B

Ba, Lei (2021) Robust Inertia Emulation Control of Doubly-Fed Induction Generator based Wind Turbines Participating in Power System Frequency Support. PhD thesis, University of Liverpool.

Baier, Christel, Funke, Florian, Jantsch, Simon, Karimov, Toghrul, Lefaucheux, Engel, Luca, Florian, Ouaknine, Joël, Purser, David ORCID: 0000-0003-0394-1634, Whiteland, Markus A and Worrell, James (2021) The Orbit Problem for Parametric Linear Dynamical Systems. In: 32nd International Conference on Concurrency Theory (CONCUR 2021).

Baumgartel, Christof, Smith, Ray T and Maher, Simon (2021) A Novel Model of Unipolar Induction Phenomena Based on Direct Interaction between Conductor Charges. PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 171. pp. 123-135.

Bell, Paul C, Potapov, Igor and Semukhin, Pavel (2021) On the mortality problem: From multiplicative matrix equations to linear recurrence sequences and beyond. Information and Computation, 281. p. 104736.

Benavides-Alvarez, Cesar, Aviles-Cruz, Carlos, Rodriguez-Martinez, Eduardo, Ferreyra-Ramirez, Andres and Zuniga-Lopez, Arturo (2021) Recovery of Natural Scenery Image by Content Using Wiener-Granger Causality: A Self-Organizing Methodology. APPLIED SCIENCES-BASEL, 11 (19). p. 8795.

Bench-Capon, Trevor (2021) Audiences and Argument Strength. In: ArgStrength 2021, 2021-10-11 - 2021-10-13, Hagen (online).

Bench-Capon, Trevor (2021) Audiences and Argument Strength. In: ArgStrength 2021, 11/10/2021 - 13/10/2021, Hagen (online).

Bench-Capon, Trevor ORCID: 0000-0003-3975-4398 (2021) The Need for Good Old Fashioned AI and Law. Jusletter-IT (fses). pp. 23-35.

Bench-Capon, Trevor ORCID: 0000-0003-3975-4398 and Atkinson, Katie ORCID: 0000-0002-5683-4106 (2021) Precedential constraint. In: ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, 2021-6-21 - 2021-6-25.

Bench-Capon, Trevor JM (2021) Using Issues to Explain Legal Decisions. In: he EXplainable & Responsible AI in Law (XAILA) Workshop 2021, 2021-6-21 - 2021-6-21, On line.

Benerecetti, Massimo, Dell'Erba, Daniele ORCID: 0000-0003-1196-6110, Mogavero, Fabio, Schewe, Sven ORCID: 0000-0002-9093-9518 and Wojtczak, Dominik ORCID: 0000-0001-5560-0546 (2021) Priority Promotion with Parysian Flair. [Preprint]

Benhamou, Eric, Saltiel, David, Ohana, Jean Jacques, Atif, Jamal and Laraki, Rida ORCID: 0000-0002-4898-2424 (2021) Deep Reinforcement Learning (DRL) for Portfolio Allocation. .

Berthier, Nicolas, Alshareef, Amany, Sharp, James, Schewe, Sven ORCID: 0000-0002-9093-9518 and Huang, Xiaowei ORCID: 0000-0001-6267-0366 (2021) Abstraction and Symbolic Execution of Deep Neural Networks with Bayesian Approximation of Hidden Features. [Preprint]

Bi, Ziqiang (2021) Intelligent Global Maximum Power Point Tracking Strategies Based on Shading Perception for Photovoltaic Systems. PhD thesis, University of Liverpool.

Bieniek, MS, Walsh, JL ORCID: 0000-0002-6318-0892 and Hasan, MI ORCID: 0000-0001-6993-933X (2021) Modeling the thermalization of electrons in conditions relevant to atmospheric pressure He-O-2 nanosecond pulsed discharges. PHYSICS OF PLASMAS, 28 (6). 063501-.

Biswas, S, Paul, AD, Das, P ORCID: 0000-0003-1147-6541, Tiwary, P, Edwards, HJ, Dhanak, VR ORCID: 0000-0001-8053-654X, Mitrovic, IZ ORCID: 0000-0003-4816-8905 and Mahapatra, R (2021) Impact of AlOy Interfacial Layer on Resistive Switching Performance of Flexible HfOx/AlOy ReRAMs. IEEE TRANSACTIONS ON ELECTRON DEVICES, 68 (8). pp. 3787-3793.

Blondin, Michael, Englert, Matthias, Finkel, Alain, Goeller, Stefan, Haase, Christoph, Lazic, Ranko, Mckenzie, Pierre and Totzke, Patrick ORCID: 0000-0001-5274-8190 (2021) The Reachability Problem for Two-Dimensional Vector Addition Systems with States. JOURNAL OF THE ACM, 68 (5). pp. 1-43.

Bläser, M, Ikenmeyer, C, Lysikov, V, Pandey, A and Schreyer, FO (2021) On the orbit closure containment problem and slice rank of tensors. .

Bläser, Markus, Dörfler, Julian and Ikenmeyer, Christian (2021) On the Complexity of Evaluating Highest Weight Vectors. In: 36th Computational Complexity Conference (CCC 2021).

Bright, Matthew, Cooper, Andrew I and Kurlin, Vitaliy ORCID: 0000-0001-5328-5351 (2021) A complete and continuous map of the Lattice Isometry Space for all 3-dimensional lattices. [Preprint]

C

Cai, Yutao, Zhang, Yuanlei, Liang, Ye, Mitrovic, Ivona Z ORCID: 0000-0003-4816-8905, Wen, Huiqing, Liu, Wen and Zhao, Cezhou (2021) Low ON-State Resistance Normally-OFF AlGaN/GaN MIS-HEMTs With Partially Recessed Gate and ZrOx Charge Trapping Layer. IEEE TRANSACTIONS ON ELECTRON DEVICES, 68 (9). pp. 4310-4316.

Cao, Zhongming (2021) Novel Semiconductor Materials for Mid-Infrared Optoelectronic Application. Doctor of Philosophy thesis, University of Liverpool.

Cardoso, Rafael C ORCID: 0000-0001-6666-6954 and Ferrando, Angelo ORCID: 0000-0002-8711-4670 (2021) A Review of Agent-Based Programming for Multi-Agent Systems. Computers, 10 (2). p. 16.

Cardoso, Rafael C ORCID: 0000-0001-6666-6954, Ferrando, Angelo ORCID: 0000-0002-8711-4670, Briola, Daniela, Menghi, Claudio and Ahlbrecht, Tobias (2021) Agents and Robots for Reliable Engineered Autonomy:A Perspective from the Organisers of AREA 2020. JOURNAL OF SENSOR AND ACTUATOR NETWORKS, 10 (2). p. 33.

Cardoso, Rafael C ORCID: 0000-0001-6666-6954, Ferrando, Angelo ORCID: 0000-0002-8711-4670, Briola, Daniela, Menghi, Claudio and Ahlbrecht, Tobias (2021) Special Issue: Agents and Robots for Reliable Engineered Autonomy. JOURNAL OF SENSOR AND ACTUATOR NETWORKS, 10 (3). p. 47.

Cardoso, Rafael C ORCID: 0000-0001-6666-6954, Ferrando, Angelo ORCID: 0000-0002-8711-4670, Papacchini, Fabio ORCID: 0000-0002-0310-7378, Luckcuck, Matt ORCID: 0000-0002-6444-9312, Linker, Sven ORCID: 0000-0003-2913-7943 and Payne, Terry R ORCID: 0000-0002-0106-8731 (2021) MLFC: From 10 to 50 Planners in the Multi-Agent Programming Contest. In: The Multi-Agent Programming Contest 2021. Springer International Publishing, pp. 82-107. ISBN 9783030885489

Casteigts, Arnaud, Raskin, Michael, Renken, Malte and Zamaraev, Viktor ORCID: 0000-0001-5755-4141 (2021) Sharp Thresholds in Random Simple Temporal Graphs. .

Castellini, Jacopo, Oliehoek, Frans A ORCID: 0000-0003-4372-5055, Savani, Rahul ORCID: 0000-0003-1262-7831 and Whiteson, Shimon (2021) Analysing factorizations of action-value networks for cooperative multi-agent reinforcement learning. AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS, 35 (2). 25-.

Chalkidis, Nestoras and Savani, Rahul ORCID: 0000-0003-1262-7831 (2021) Trading via Selective Classification. .

Chan, Hau, Filos-Ratsikas, Aris ORCID: 0000-0001-7868-8114, Li, Bo, Li, Minming and Wang, Chenhao (2021) Mechanism Design for Facility Location Problems: A Survey. In: Thirtieth International Joint Conference on Artificial Intelligence {IJCAI-21}, 2021-8-19 - 2021-8-27, Virtual Conference.

Chang, Jiaming, Du, Yang, Lim, Eng ORCID: 0000-0003-0199-7386, Wen, Huiqing, Li, Xingshuo and Lin, Jiang (2021) Coordinated Frequency Regulation Using Solar Forecasting Based Virtual Inertia Control for Islanded Microgrids. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 12 (4). pp. 2393-2403.

Charoensumran, Preeyarad, Rauytanapanit, Monrawat, Sricharoen, Nontawat, Smith, Barry L ORCID: 0000-0001-5571-3647, Wongravee, Kanet, Maher, Simon and Praneenararat, Thanit (2021) Rapid geographical indication of peppercorn seeds using corona discharge mass spectrometry. SCIENTIFIC REPORTS, 11 (1). 16089-.

Chatterjee, K, Ibsen-Jensen, R ORCID: 0000-0003-4783-0389 and Pavlogiannis, A (2021) Quantitative Verification on Product Graphs of Small Treewidth. In: FSTTCS 2021, 2021-12-15 - 2021-12-17, (Virtual conference).

Chatterjee, Krishnendu, Ibsen-Jensen, Rasmus ORCID: 0000-0003-4783-0389 and Pavlogiannis, Andreas (2021) Faster algorithms for quantitative verification in bounded treewidth graphs. Formal Methods in System Design, 57 (3). pp. 401-428.

Chen, Hang, Wu, Angjian, Mathieu, Stephanie, Gao, Peihan, Li, Xiaodong, Xu, Bo Z, Yan, Jianhua and Tu, Xin ORCID: 0000-0002-6376-0897 (2021) Highly efficient nitrogen fixation enabled by an atmospheric pressure rotating gliding arc. PLASMA PROCESSES AND POLYMERS, 18 (7). p. 2000200.

Chen, Lyuwei, Huang, Yi ORCID: 0000-0001-7774-1024, Wang, Hanyang, Zhou, Hai and IEEE, (2021) Metal Rim Antenna with Small Clearance Based on TCM for Smartphone Applications. In: 2021 15th European Conference on Antennas and Propagation (EuCAP), 2021-3-22 - 2021-3-26.

Chen, Qi (2021) Deep Learning from Smart City Data. PhD thesis, University of Liverpool.

Chen, Xiaoyang (2021) SOLAR PHOTOVOLTAIC POWER INTERMITTENCY UNDER PASSING CLOUDS: CONTROL, FORECASTING, AND EMULATION. PhD thesis, University of Liverpool.

Chen, Yilin, Tian, Zhongbei ORCID: 0000-0001-7295-3327, Roberts, Clive, Hillmansen, Stuart and Chen, Minwu (2021) Reliability and Life Evaluation of a DC Traction Power Supply System Considering Load Characteristics. IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 7 (3). pp. 958-968.

Christodoulou, G, Koutsoupias, E and Kovács, A (2021) Truthful allocation in graphs and hypergraphs. In: ICALP.

Chrobak, Marek, Costello, Kevin P and Gasieniec, Leszek ORCID: 0000-0003-1809-9814 (2021) Information gathering in ad-hoc radio networks. Inf. Comput., 281. p. 104769.

Chu, Ge (2021) Automation of Penetration Testing. PhD thesis, University of Liverpool.

Chu, Guanying (2021) Differential power processing technology for solving partial shading issues in PV system. PhD thesis, University of Liverpool.

Clark, JG, Bowden, MD ORCID: 0000-0003-4128-4823 and Scannell, R (2021) Low temperature Thomson scattering on MAST-U. REVIEW OF SCIENTIFIC INSTRUMENTS, 92 (4). 043545-.

Coenen, Frans ORCID: 0000-0003-1026-6649, Alshehri, M and Dures, Keith (2021) Candidate Reduction and Enhanced Sub-Sequence-Based Dynamic Time Warping: A Hybrid Approach. .

Coenen, Frans ORCID: 0000-0003-1026-6649, Arribas-Bel, Dan ORCID: 0000-0002-6274-1619 and Alharbi, Yassir ORCID: 0000-0001-6764-030X (2021) Sustainable Development Goal Relational Modelling and Prediction: Introducing The SDG-CAP-EXT Methodology. Journal of Data Intelligence.

Coenen, Frans ORCID: 0000-0003-1026-6649 and Shahzad, Ahmad (2021) Efficient Distributed MST Based Clustering for Recommender System. In: IEEE International Conference on Data Minimg (ICDM) Workshop on Advanced Neural Algorithms and Theories for Recommender Systems (NeuRec), 2020-11-17 - 2020-11-20.

Coenen, Frans ORCID: 0000-0003-1026-6649, Wang, Wei, Chen, Qi, Huang, Kaizhu and De, Suparna (2021) Multi-modal Generative Adversarial Networks for Traffic Event Detection in Smart Cities. Expert Systems With Applications, 177. p. 114939.

Connor, Matthew, Michail, Othon ORCID: 0000-0002-6234-3960 and Potapov, Igor (2021) Centralised Connectivity-Preserving Transformations for Programmable Matter: A Minimal Seed Approach. ALGORITHMS FOR SENSOR SYSTEMS, ALGOSENSORS 2021, 12961. pp. 45-60.

Connor, Matthew, Michail, Othon ORCID: 0000-0002-6234-3960 and Spirakis, Paul ORCID: 0000-0001-5396-3749 (2021) On the Distributed Construction of Stable Networks in Polylogarithmic Parallel Time. Information, 12 (6). p. 254.

Cui, Chaofan, Tang, Yu, Guo, Yingjun, Sun, Hexu and Jiang, Lin ORCID: 0000-0001-6531-2791 (2021) High Step-Up Switched-Capacitor Active Switched-Inductor Converter with Self-Voltage Balancing and Low Stress. IEEE Transactions on Industrial Electronics, 69 (10). p. 1.

Cui, Miao (2021) Monolithic Integration of GaN DC-DC Converters: Technology and Characterization. PhD thesis, University of Liverpool.

D

Deligkas, A, Melissourgos, T and Spirakis, PG ORCID: 0000-0001-5396-3749 (2021) Walrasian equilibria in markets with small demands. In: 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS2021), 2021-5-3 - 2021-5-7.

Deligkas, Argyrios, Filos-Ratsikas, Aris ORCID: 0000-0001-7868-8114 and Hollender, Alexandros (2021) Two's Company, Three's a Crowd: Consensus-Halving for a Constant Number of Agents. In: EC '21: The 22nd ACM Conference on Economics and Computation, Budapest, Hungary.

Deng, Furong, Zhou, Yu, Song, Sifan ORCID: 0000-0002-7940-650X, Jiang, Zijian, Chen, Lifu, Su, Jionglong, Sun, Zhenglong and Zhang, Jiaming (2021) Say What You Are Looking At: An Attention-Based Interactive System for Autistic Children. APPLIED SCIENCES-BASEL, 11 (16). p. 7426.

Dickenson, A, Walsh, JL ORCID: 0000-0002-6318-0892 and Hasan, MI ORCID: 0000-0001-6993-933X (2021) Electromechanical coupling mechanisms at a plasma–liquid interface. Journal of Applied Physics, 129 (21). p. 213301.

Din, Tajud, Tian, Zhongbei ORCID: 0000-0001-7295-3327, Li, Kang, Hillmansen, Stuart and Roberts, Clive (2021) Operation and energy evaluation of diesel and hybrid trains with smart switching controls. Control Engineering Practice, 116. p. 104935.

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Fildes, Thomas (2021) Investigating Pole Bias on a Quadrupole Mass Filter. Master of Philosophy thesis, University of Liverpool.

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Gagie, Travis and Wild, Sebastian ORCID: 0000-0002-6061-9177 (2021) Succinct Euler-Tour Trees. In: 33rd Canadian Conference on Computational Geometry (CCCG 2021).

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Garcia-Fernandez, Angel ORCID: 0000-0002-6471-8455, Williams, Jason, Svensson, Lennart and Xia, Yuxuan (2021) A Poisson Multi-Bernoulli Mixture Filter for Coexisting Point and Extended Targets. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 69. pp. 2600-2610.

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Garcia-Pulido, Ana Lucia, Hess, Kathryn, Tan, Jane, Turner, Katharine, Wang, Bei and Yerolemou, Naya (2021) Graph Pseudometrics from a Topological Point of View. Research in Computational Topology 2.

Gardiner, Laura-Jayne, Rusholme-Pilcher, Rachel, Colmer, Josh, Rees, Hannah, Crescente, Juan Manuel, Carrieri, Anna Paola, Duncan, Susan, Pyzer-Knapp, Edward O ORCID: 0000-0002-8232-8282, Krishna, Ritesh and Hall, Anthony (2021) Interpreting machine learning models to investigate circadian regulation and facilitate exploration of clock function. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 118 (32). e2103070118-.

Gasieniec, Leszek ORCID: 0000-0003-1809-9814, Jansson, Jesper and Levcopoulos, Christos (2021) Foreword: Selected papers from the 22nd International Symposium on Fundamentals of Computation Theory (FCT 2019). JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 120. pp. 177-178.

Gasieniec, Leszek ORCID: 0000-0003-1809-9814, Jansson, Jesper, Levcopoulos, Christos and Lingas, Andrzej (2021) Efficient Assignment of Identities in Anonymous Populations. SSRN Electronic Journal, 217.

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Ghosal, Purnata and Rao, BV Raghavendra (2021) Limitations of Sums of Bounded Read Formulas and ABPs. In: CSR 2021.

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Gilbart, B, Dickenson, A, Walsh, JL ORCID: 0000-0002-6318-0892 and Hasan, MI ORCID: 0000-0001-6993-933X (2021) Dominant heating mechanisms in a surface barrier discharge. JOURNAL OF PHYSICS D-APPLIED PHYSICS, 54 (17). p. 175202.

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Green, Peter, Devlin, lee ORCID: 0000-0002-2059-7284, Moore, Robert, Jackson, Ryan ORCID: 0000-0002-4930-0480, Li, Jingli and Maskell, Simon ORCID: 0000-0003-1917-2913 (2021) Increasing the eﬃciency of Sequential Monte Carlo samplers through the use of approximately optimal L-kernels. Mechanical Systems and Signal Processing, 162. p. 108028.

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Haas, Lennart J and Ikenmeyer, Christian (2021) Young Flattenings in the Schur module basis. [Preprint]

Haga, Anneke, Lutz, Carsten, Sabellek, Leif and Wolter, Frank (2021) How to Approximate Ontology-Mediated Queries. In: International Conference on Principles of Knowledge Representation and Reasoning.

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Hahn, Ernst-Moritz, Perez, Mateo, Schewe, Sven ORCID: 0000-0002-9093-9518, Somenzi, Fabio, Trivedi, Ashutosh and Wojtczak, Dominik ORCID: 0000-0001-5560-0546 (2021) Model-Free Reinforcement Learning for Lexicographic Omega-Regular Objectives. In: International Symposium on Formal Methods.

Halava, Vesa, Harju, Tero, Niskanen, Reino ORCID: 0000-0002-2210-1481 and PotapoV, Igor (2021) Integer Weighted Automata on Infinite Words. In: Developments in Language Theory, 2021-8-16 - 2021-8-20, Porto, Portugal.

Hansen, Kristoffer Arnsfelt, Ibsen-Jensen, Rasmus and Neyman, Abraham (2021) Absorbing games with a clock and two bits of memory. Games and Economic Behavior, 128. pp. 213-230.

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Hao, Jinkui, Xie, Jianyang ORCID: 0000-0002-4565-5807, Liu, Ri, Hao, Huaying, Ma, Yuhui, Yan, Kun, Liu, Ruirui, Zheng, Yalin ORCID: 0000-0002-7873-0922, Zheng, Jianjun, Liu, Jiang et al (show 2 more authors) , Zhang, Jingfeng and Zhao, Yitian (2021) Automatic Sequence-Based Network for Lung Diseases Detection in Chest CT. FRONTIERS IN ONCOLOGY, 11. 781798-.

Hardiment, T ORCID: 0000-0001-8217-0182 and Bowden, MD ORCID: 0000-0003-4128-4823 (2021) Optical emission from a 'beam mode' transparent cathode glow discharge. PLASMA SOURCES SCIENCE & TECHNOLOGY, 30 (7). 075010-075010.

Harms, Nathaniel, Wild, Sebastian ORCID: 0000-0002-6061-9177 and Zamaraev, Viktor ORCID: 0000-0001-5755-4141 (2021) Randomized Communication and Implicit Graph Representations. .

Harms, Nathaniel, Wild, Sebastian ORCID: 0000-0002-6061-9177 and Zamaraev, Viktor (2021) Randomized Communication and the Implicit Graph Conjecture. CoRR, abs/21.

Hassan, Sakira, Särkkä, Simo and Garcia-Fernandez, angel ORCID: 0000-0002-6471-8455 (2021) Temporal Parallelization of Inference in Hidden Markov Models. IEEE Transactions on Signal Processing, 69 (48). pp. 4875-4887.

He, Hao, Li, Xiangtai, Cheng, Guangliang ORCID: 0000-0001-8686-9513, Shi, Jianping, Tong, Yunhai, Meng, Gaofeng, Prinet, Veronique and Weng, LuBin (2021) Enhanced Boundary Learning for Glass-like Object Segmentation. In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021-10-10 - 2021-10-17.

He, Hao, Li, Xiangtai, Yang, Yibo, Cheng, Guangliang ORCID: 0000-0001-8686-9513, Tong, Yunhai, Weng, Lubin, Lin, Zhouchen and Xiang, Shiming (2021) Boundarysqueeze: Image segmentation as boundary squeezing. [Preprint]

Herdegen, Martin, Hobson, David and Jerome, Joseph ORCID: 0000-0002-8312-0053 (2021) Proper solutions for Epstein–Zin Stochastic Differential Utility. SSRN Electronic Journal.

Herdegen, Martin, Hobson, David and Jerome, Joseph ORCID: 0000-0002-8312-0053 (2021) An elementary approach to the Merton problem. MATHEMATICAL FINANCE, 31 (4). pp. 1218-1239.

Hu, Xiucui, Liu, Yadi, Dou, Liguang, Zhang, Cheng, Zhang, Shuai, Gao, Yuan, Tu, Xin ORCID: 0000-0002-6376-0897 and Shao, Tao (2021) Plasma enhanced anti-coking performance of Pd/CeO2 catalysts for the conversion of methane. SUSTAINABLE ENERGY & FUELS, 6 (1). pp. 98-109.

Huan, Xintao ORCID: 0000-0002-6114-4994 (2021) Time Synchronization and Its Applications in Wireless Sensor Networks. PhD thesis, University of Liverpool.

Huan, Xintao, Kim, Kyeong Soo, Lee, Sanghyuk, Lim, Eng Gee ORCID: 0000-0003-0199-7386 and Marshall, Alan ORCID: 0000-0002-8058-5242 (2021) Improving Multi-Hop Time Synchronization Performance in Wireless Sensor Networks Based on Packet-Relaying Gateways With Per-Hop Delay Compensation. IEEE TRANSACTIONS ON COMMUNICATIONS, 69 (9). pp. 6093-6105.

Huan, Xintao ORCID: 0000-0002-6114-4994, Kim, Kyeong Soo and Zhang, Junqing ORCID: 0000-0002-3502-2926 (2021) NISA: Node Identification and Spoofing Attack Detection Based on Clock Features and Radio Information for Wireless Sensor Networks. IEEE Transactions on Communications, 69 (7). p. 1.

Huang, Chao ORCID: 0000-0002-9300-1787, Fan, Jiameng, Wang, Zhilu, Wang, Yixuan, Zhou, Weichao, Li, Jiajun ORCID: 0000-0001-8989-7739, Chen, Xin, Li, Wenchao and Zhu, Qi (2021) POLAR: A Polynomial Arithmetic Framework for Verifying Neural-Network Controlled Systems. [Preprint]

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Huang, Xiaowei ORCID: 0000-0001-6267-0366 (2021) Safety and reliability of deep learning. In: CPS-IoT Week '21: Cyber-Physical Systems and Internet of Things Week 2021.

Huang, Xiaoyu, Jones, Edward, Zhang, Siru, Xie, Shouyu, Furber, Steve, Goulermas, Yannis, Marsden, Edward, Baistow, Ian, Mitra, Srinjoy and Hamilton, Alister (2021) An FPGA Implementation of Convolutional Spiking Neural Networks for Radioisotope Identification. In: 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 2021-5-22 - 2021-5-28.

Huang, Yi ORCID: 0000-0001-7774-1024, Alieldin, Ahmed and Song, Chaoyun (2021) Equivalent Circuits and Analysis of a Generalized Antenna System [Antenna Applications Corner]. IEEE Antennas and Propagation Magazine, 63 (2). pp. 53-62.

Huang, Yi ORCID: 0000-0001-7774-1024, Xing, Lei, Song, Chaoyun, Wang, Stephen and Elhouni, Fatma (2021) Liquid Antennas: Past, Present and Future. IEEE Open Journal of Antennas and Propagation, 2. pp. 473-487.

Huang, Yi, Zhong, Shuncong and Shen, Yao-chun ORCID: 0000-0002-8915-1993 (2021) Editorial: Terahertz Sensing and Diagnosis. FRONTIERS IN PHYSICS, 9. 754840-.

Hussine, Umniyyah Ulfa (2021) Circularly Polarized Antennas for GNSS Applications. PhD thesis, University of Liverpool.

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Ikenmeyer, Christian, Komarath, Balagopal and Saurabh, Nitin (2021) Karchmer-Wigderson Games for Hazard-free Computation. [Preprint]

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Jia, Tianyuan (2021) Characterization of the Reverberation Chamber for Over-the-Air Tests. PhD thesis, University of Liverpool.

Jiang, Jiaqi, Cao, Guanqun, Gomes, Daniel Fernandes and Luo, Shan ORCID: 0000-0003-4760-0372 (2021) Vision-Guided Active Tactile Perception for Crack Detection and Reconstruction. In: 2021 29th Mediterranean Conference on Control and Automation (MED), 2021-6-22 - 2021-6-25, Bari, Italy & Virtual.

Jiang, Shaogang, Al-Ataby, Ali and Al-Naima, Fawzi (2021) COVID-19 Cases Estimation in the UK Using Improved SEIR Models. In: 2021 14th International Conference on Developments in eSystems Engineering (DeSE), 2021-12-7 - 2021-12-10, Sharjah, United Arab Emirates.

Jiang, Yufei, Duan, Hanjun, Zhu, Xu ORCID: 0000-0002-7371-4595, Wei, Zhongxiang, Wang, Tong, Zheng, Fu-Chun and Sun, Sumei (2021) Toward URLLC: A Full Duplex Relay System with Self-Interference Utilization or Cancellation. IEEE Wireless Communications, 28 (1). pp. 74-81.

Jiang, Zhenzhen ORCID: 0000-0003-3306-883X (2021) Simultaneous Communication and Power Transfer for WBAN/WPAN Applications. PhD thesis, University of Liverpool.

Jibrin, Rabee, Hillmansen, Stuart, Roberts, Clive, Zhao, Ning and Tian, Zhongbei ORCID: 0000-0001-7295-3327 (2021) Convex Optimization of Speed and Energy Management System for Fuel Cell Hybrid Trains. In: 2021 IEEE Vehicle Power and Propulsion Conference (VPPC), 2021-10-25 - 2021-10-28.

Jin, L, He, Y, Zhang, CK, Shangguan, XC, Jiang, L ORCID: 0000-0001-6531-2791 and Wu, M (2021) Robust Delay-Dependent Load Frequency Control of Wind Power System Based on a Novel Reconstructed Model. IEEE Transactions on Cybernetics, 52 (8). pp. 7825-7836.

Jin, Li, He, Yong, Zhang, Chuan-Ke, Shangguan, Xing-Chen, Jiang, Lin ORCID: 0000-0001-6531-2791 and Wu, Min (2021) An efficient model for robust load frequency control in multi-area power systems with communication delays. CONTROL ENGINEERING PRACTICE, 117. p. 104954.

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Joseph, Sumin David ORCID: 0000-0001-9756-7596, Hsu, Shawn SH and Huang, Yi ORCID: 0000-0001-7774-1024 (2021) Rectennas for Wireless Energy Harvesting and Power Transfer. Doctor of Philosophy thesis, University of Liverpool.

Jung, Jean Christoph, Lutz, Carsten, Pulcini, Hadrien and Wolter, Frank (2021) Separating Data Examples by Description Logic Concepts with Restricted Signatures. In: International Conference on Principles of Knowledge Representation and Reasoning.

Jung, Jean Christoph and Wolter, Frank ORCID: 0000-0002-4470-606X (2021) Living without Beth and Craig: Definitions and Interpolants in the Guarded and Two-Variable Fragments. In: 2021 36th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS), 2021-6-29 - 2021-7-2.

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Yang, Pengfei, Li, Jianlin, Liu, Jiangchao, Huang, Cheng-Chao, Li, Renjue, Chen, Liqian, Huang, Xiaowei ORCID: 0000-0001-6267-0366 and Zhang, Lijun (2021) Enhancing Robustness Verification for Deep Neural Networks via Symbolic Propagation. FORMAL ASPECTS OF COMPUTING, 33 (3). pp. 407-435.

Yang, Xingyu, Zhang, Zijian ORCID: 0000-0002-3004-6697, Li, Xinhua, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Shen, Yaochun ORCID: 0000-0002-8915-1993 (2021) Remote radar-camera vital sign monitoring system using a graph-based extraction algorithm. In: 2021 46th International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz), 2021-8-29 - 2021-9-3.

Yang, Zhengni, Yang, Rui ORCID: 0000-0002-5634-5476 and Huang, Mengjie (2021) Rolling Bearing Incipient Fault Diagnosis Method Based on Improved Transfer Learning with Hybrid Feature Extraction. SENSORS, 21 (23). 7894-.

Yeung, Siu Lun (2021) Efficient Kalman Filtering and Smoothing. PhD thesis, University of Liverpool.

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Yi, Yanhui, Li, Shangkun, Cui, Zhaolun, Hao, Yingzi, Zhang, Yang, Wang, Li, Liu, Pei, Tu, Xin ORCID: 0000-0002-6376-0897, Xu, Xianming, Guo, Hongchen et al (show 1 more authors) and Bogaerts, Annemie (2021) Selective oxidation of CH4 to CH3OH through plasma catalysis: Insights from catalyst characterization and chemical kinetics modelling. APPLIED CATALYSIS B-ENVIRONMENTAL, 296. p. 120384.

Yu, Han, You, Li, Wang, Wenjin and Yi, Xinping ORCID: 0000-0001-5163-2364 (2021) Active Channel Sparsification for Uplink Massive MIMO With Uniform Planar Array. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 20 (9). pp. 6018-6032.

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Zangiabadi, Mansoureh, Tian, Zhongbei ORCID: 0000-0001-7295-3327, Kamel, Tamer, Tricoli, Pietro, Wade, Neal and Pickert, Volker (2021) Analysis the impact of Energy Storage a shared Asset between DC Railway Network and Electricity Distribution Network. In: 2021 IEEE International Power and Renewable Energy Conference (IPRECON), 2021-9-24 - 2021-9-26.

Zangiabadi, Mansoureh, Tian, Zhongbei ORCID: 0000-0001-7295-3327, Kamel, Tamer, Tricoli, Pietro, Wade, Neal and Pickert, Volker (2021) A Smart Rail and Grid Energy Management System for increased synergy between DC Railway Networks & Electrical Distribution Networks. In: 2021 56th International Universities Power Engineering Conference (UPEC), 2021-8-31 - 2021-9-3.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Woods, Roger, Sandell, Magnus, Valkama, Mikko, Marshall, Alan ORCID: 0000-0002-8058-5242 and Cavallaro, Joseph (2021) Radio Frequency Fingerprint Identification for Narrowband Systems, Modelling and Classification. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 16. pp. 3974-3987.

Zhang, Shufei (2021) Towards Model Robustness and Generalization Against Adversarial Examples for Deep Neural Networks. PhD thesis, University of Liverpool.

Zhang, Shufei, Qian, Zhuang, Huang, Kaizhu, Wang, Qiufeng, Zhang, Rui and Yi, Xinping ORCID: 0000-0001-5163-2364 (2021) Towards Better Robust Generalization with Shift Consistency Regularization. In: International Conference on Machine Learning.

Zhang, Song-Yao, Zhang, Shao-Wu, Zhang, Teng, Fan, Xiao-Nan and Meng, Jia ORCID: 0000-0003-3455-205X (2021) Recent advances in functional annotation and prediction of the epitranscriptome. COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 19. pp. 3015-3026.

Zhang, Xiao Shun, Yu, Tao, Yang, Bo and Jiang, L ORCID: 0000-0001-6531-2791 (2021) A Random Forest-Assisted Fast Distributed Auction-Based Algorithm for Hierarchical Coordinated Power Control in a Large-Scale PV Power Plant. IEEE Transactions on Sustainable Energy, 12 (4). p. 1.

Zhang, Yixuan, Yang, Rui ORCID: 0000-0002-5634-5476, Huang, Mengjie, Han, Yu, Wang, Yiqi, Di, Yun, Su, Dongke and Lu, Qidong (2021) A Simultaneous Fault Diagnosis Method Based on Cohesion Evaluation and Improved BP-MLL for Rotating Machinery. SHOCK AND VIBRATION, 2021. pp. 1-12.

Zhao, Chun, Zhao, Tianshi, Cao, Yixin, Liu, Yina, Yang, Li, Mitrovic, Ivona Z ORCID: 0000-0003-4816-8905, Lim, Eng Gee and Zhao, Ce Zhou (2021) Advanced synaptic transistor device towards AI application in hardware perspective. In: 2021 International Conference on IC Design and Technology (ICICDT), 2021-9-15 - 2021-9-17.

Zhao, Chun, Zhao, Tianshi, Shen, Zongjie, Cao, Yixin, Liu, Yina, Yang, Li ORCID: 0000-0002-1040-4223, Mitrovic, Ivona Z ORCID: 0000-0003-4816-8905, Gee Lim, Eng and Zhao, Ce Zhou (2021) Research on Two-dimensional MXenes Based Synaptic Devices for the Future In-memory Computing. In: 2021 IEEE 14th International Conference on ASIC (ASICON), 2021-10-26 - 2021-10-29.

Zhao, Huapeng, Zhang, Yuxin, Hu, Jun, Chen, Zhizhang, Zhou, Jiafeng ORCID: 0000-0001-5829-3932, Sun, Menghan and Yang, Danyu (2021) Convex Optimization of Mutual Inductance between Multi-Antiparallel Coils for Distance-Insensitive Wireless Charging of Air-ground Robots. IEEE Internet of Things Journal, 9 (13). p. 1.

Zhao, Qi, Lyu, Shuchang, Chen, Lijiang, Liu, Binghao, Xu, Tingbing, Cheng, Guangliang ORCID: 0000-0001-8686-9513 and Feng, Wenquan (2021) Learn by Oneself: Exploiting Weight-Sharing Potential in Knowledge Distillation Guided Ensemble Network. [Preprint]

Zhao, Qi, Lyu, Shuchang, Zhang, Zhiwei, Xu, Tingbing and Cheng, Guangliang ORCID: 0000-0001-8686-9513 (2021) Embedded Knowledge Distillation in Depth-Level Dynamic Neural Network. In: CVPRW 2021.

Zhao, Tianshi, Liu, Chenguang, Zhao, Chun, Xu, Wangying, Liu, Yina, Mitrovic, Ivona Z ORCID: 0000-0003-4816-8905, Lim, Eng Gee, Yang, Li ORCID: 0000-0002-1040-4223 and Zhao, Ce Zhou (2021) High-performance solution-processed Ti3C2Tx MXene doped ZnSnO thin-film transistors via the formation of a two-dimensional electron gas. JOURNAL OF MATERIALS CHEMISTRY A, 9 (32). pp. 17390-17399.

Zhao, Tianshi, Zhao, Chun, Xu, Wangying, Liu, Yina, Gao, Hao, Mitrovic, Ivona Z ORCID: 0000-0003-4816-8905, Lim, Eng Gee ORCID: 0000-0003-0199-7386, Yang, Li and Zhao, Ce Zhou (2021) Bio-Inspired Photoelectric Artificial Synapse based on Two-Dimensional Ti3C2Tx MXenes Floating Gate. ADVANCED FUNCTIONAL MATERIALS, 31 (45). p. 2106000.

Zhao, Xingyu ORCID: 0000-0002-3474-349X, Huang, Wei, Banks, Alec, Cox, Victoria, Flynn, David, Schewe, Sven ORCID: 0000-0002-9093-9518 and Huang, Xiaowei ORCID: 0000-0001-6267-0366 (2021) Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational Profiles. In: AISafety 2021 Workshop co-located with IJCAI-21, 2021-8-21 - 2021-8-23, virtual.

Zhao, Xingyu ORCID: 0000-0002-3474-349X, Huang, Wei, Schewe, Sven ORCID: 0000-0002-9093-9518, Dong, Yi ORCID: 0000-0003-3047-7777 and Huang, Xiaowei ORCID: 0000-0001-6267-0366 (2021) Detecting Operational Adversarial Examples for Reliable Deep Learning. In: 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S), 2021-6-21 - 2021-6-24, Taipei, Taiwan.

Zhao, Yuxuan (2021) Deep Learning in Video Anomaly Detection and Its Applications. PhD thesis, University of Liverpool.

Zhao, Zhiyi ORCID: 0000-0002-3533-3804, Zhang, Zijian ORCID: 0000-0002-3004-6697, Lawman, Samuel ORCID: 0000-0003-2695-4366, Yin, Zhihao, Hu, Yihua ORCID: 0000-0002-1007-1617, Xu, Ju and Shen, Yaochun ORCID: 0000-0002-8915-1993 (2021) Characterisation of Electrical-Thermal-Mechanical Deformation of Bonding Wires Under Silicone Gel Using LF-OCT. IEEE Transactions on Power Electronics, 36 (10). p. 1.

Zhou, Yi ORCID: 0000-0001-7009-8515 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2021) Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy. In: 35th Pacific Asia Conference on Language, Information and Computation (PACLIC 35), 2021-11-5 - 2021-11-7, China.

Zhu, Qi, Wang, Yingjie, Song, Jiuxu, Jiang, L ORCID: 0000-0001-6531-2791 and Li, Yingliang (2021) Coordinated Frequency Regulation of Smart Grid by Demand Side Response and Variable Speed Wind Turbines. FRONTIERS IN ENERGY RESEARCH, 9. 754057-.

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Özbaltan, M and Berthier, N ORCID: 0000-0002-0933-8193 (2021) Power-aware scheduling of data-flow hardware circuits with symbolic control. Archives of Control Sciences, 31 (2). pp. 331-346.

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