Research output per year
Research output per year
- 1 - 50 out of 248 results
Search results
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2025
Efficient integer-only-inference of gradient boosting decision trees on low-power devices
Alsharari, M., Mai, T. S., Woods, R. & Reano, C., 2025, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 72, 1, p. 241-253 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)27 Downloads (Pure) -
2024
Adaptive approximate computing in Edge AI and IoT applications: a review
Damsgaard, H. J., Grenier, A., Katare, D., Taufique, Z., Shakibhamedan, S., Troccoli, T., Chatzitsompanis, G., Kanduri, A., Ometov, A., Ding, A. Y., Taherinejad, N., Karakonstantis, G., Woods, R. & Nurmi, J., May 2024, In: Journal of Systems Architecture. 150, 27 p., 103114.Research output: Contribution to journal › Article › peer-review
Open AccessFile12 Citations (Scopus)182 Downloads (Pure) -
Addressing the energy challenges for modern data science
Woods, R., 12 Jan 2024.Research output: Contribution to conference › Paper
2 Downloads (Pure) -
A systematic approach to filter specification for measuring quasi-static bridge rotation under moving loads using DC accelerometers
Ferguson, A. J., Hester, D. & Woods, R., 01 May 2024, (Early online date) In: IEEE Access. 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)63 Downloads (Pure) -
CACTUS: a comprehensive abstraction and classification tool for uncovering structures
Gherardini, L., Varma, V. R., Capala, K., Woods, R. & Sousa, J., 15 Apr 2024, In: ACM Transactions on Intelligent Systems and Technology. 15, 3, 23 p., 46.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)107 Downloads (Pure) -
Expanding IE model applications with real-world case studies of bridge structures
Kent, C., O'Higgins, C., Brennan, D., Hester, D., Zhu, Z., Dardeno, T., Taylor, S. & Woods, R., 02 Oct 2024, Model validation and uncertainty quantification. Proceedings of the 42nd IMAC, A Conference and Exposition on Structural Dynamics 2024. Platz, R., Stevens, G., Neal, K. & Ouellette, S. (eds.). Springer, Vol. 3. (Conference Proceedings of the Society for Experimental Mechanics ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile9 Downloads (Pure) -
FPAX: a fast prior knowledge-based framework for DSE in approximate configurations
Duo, Y., Wang, C., Waris, H., Woods, R. & Liu, W., Jun 2024, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 43, 6, p. 1650-1662Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)17 Downloads (Pure) -
Sampling methods based on expected traffic-volume information for long-term rotation-based bridge SHM in resource-constrained environments
Ferguson, A. J., O'Higgins, C., Hester, D. & Woods, R., 15 Feb 2024, In: Mechanical Systems and Signal Processing. 208, 24 p., 110933.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)60 Downloads (Pure) -
Towards receiver-agnostic and collaborative radio frequency fingerprint identification
Shen, G., Zhang, J., Marshall, A., Woods, R., Cavallaro, J. & Chen, L., 01 Jul 2024, In: IEEE Transactions on Mobile Computing. 23, 7, p. 7818-7634 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)57 Downloads (Pure) -
Using readily available SHM data to gain insights into the dynamic behaviour of bridges
Kent, C., O'Higgins, C., Hester, D., Taylor, S. E. & Woods, R., 2024, Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics. Desmet, W., Pluymers, B., Moens, D. & del Fresno Zarza, J. (eds.). Ku Leuven, p. 3354-3368 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2023
An intelligent image processing system for enhancing blood vessel segmentation on low-power SoC
Alsharari, M., Mai, S. T., Garnier, R., Reano, C. & Woods, R., 07 Nov 2023, Embedded computer systems: architectures, modeling, and simulation: SAMOS 2023. Silvano, C., Pilato, C. & Reichenbach, M. (eds.). Springer Cham, p. 123-138 6 p. (Lecture Notes in Computer Science; vol. 14385).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Citation (Scopus) -
Artificial Intelligence sector study 2022. Research report for the Department for Science, Innovation & Technology (DSIT)
Hainsworth, S., Woods, R. & Procter, R., 29 Mar 2023, Department for Science Innovation & Technology. 54 p.Research output: Book/Report › Commissioned report
Open Access -
ENAP: An efficient number-aware pruning framework for design space exploration of approximate configurations
Duo, Y., Wang, C., Woods, R. & Liu, W., May 2023, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 70, 5, p. 2062 - 2073 12 p.Research output: Contribution to journal › Article › peer-review
13 Citations (Scopus) -
Preface
McAllister, J., Woods, R., Koch, A. & Sano, K., 13 Feb 2023, 2022 32nd International Conference on Field-Programmable Logic and Applications (FPL): Proceedings. IEEE Xplore, p. XV 1 p. (Proceedings - International Conference on Field-Programmable Logic and Applications (FPL)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Uncertainty in bridge mode shapes based on accelerometer location
Kent, C., Bunce, A., O'Higgins, C., Hester, D., Taylor, S. & Woods, R., 03 Aug 2023, 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP 2023): Proceedings. Trinity College Dublin, 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile35 Downloads (Pure) -
2022
A direct method to detect and localise damage using longitudinal data of ends-of-span rotations under live traffic loading
Ferguson, A. J., Hester, D. & Woods, R., 01 Feb 2022, In: Journal of Civil Structural Health Monitoring. 12, p. 141-162Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)92 Downloads (Pure) -
A soft coprocessor approach for developing image and video processing applications on FPGAs
Deng, T., Crookes, D., Woods, R. & Siddiqui, F., 11 Feb 2022, In: Journal of Imaging. 8, 18 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)98 Downloads (Pure) -
Correction to: A direct method to detect and localise damage using longitudinal data of ends-of-span rotations under live traffic loading
Ferguson, A. J., Hester, D. & Woods, R., 01 Apr 2022, In: Journal of Civil Structural Health Monitoring. 12, p. 481Research output: Contribution to journal › Comment/debate › peer-review
Open Access -
Detecting vehicle loading events in bridge rotation data measured with multi-axial accelerometers
Ferguson, A. J., Woods, R. & Hester, D., 02 Jul 2022, In: Sensors. 22, 13, 19 p., 4994.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)79 Downloads (Pure) -
Efficient, Dynamic Multi-task Execution on FPGA-based Computing Systems
Minhas, U. I., Woods, R., Nikolopoulos, D. S. & Karakonstantis, G., 01 Mar 2022, In: IEEE Transactions on Parallel and Distributed Systems. 33, 3, p. 710-722Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Citations (Scopus)158 Downloads (Pure) -
Increased leverage of transprecision computing for machine vision applications at the edge
Minhas, U. I., Lee, J., Mukhanov, L., Karakonstantis, G., Vandierendonck, H. & Woods, R., Oct 2022, In: Journal of Signal Processing Systems. 94, 10, p. 1101-1118 18 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)14 Downloads (Pure) -
Missingness Analysis of Manufacturing Systems: A case study
Carbery, C. M., Woods, R., McAteer, C. & Ferguson, D. M., 07 Feb 2022, (Early online date) In: Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. 23 p., JEM-21-0355.R1.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)102 Downloads (Pure) -
Multi-spectral in-vivo FPGA-based surgical imaging
Alsharari, M., Niemitz, L., Sorensen, S., Woods, R., Burke, R., Engels, S. A., Reaño, C. & Mai, S. T., 27 Oct 2022, Applied Reconfigurable Computing: Architectures, Tools, and Applications: 18th International Symposium, ARC 2022, Proceedings. Gan, L., Wang, Y., Xue, W. & Chau, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 103-117 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13569 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Citations (Scopus) -
2021
Evaluation of Static Mapping for Dynamic Space-Shared Multi-task Processing on FPGAs
Minhas, U. I., Woods, R. & Karakonstantis, G., 23 May 2021, In: Journal of VLSI Signal Processing. 93, p. 587–602Research output: Contribution to journal › Article › peer-review
Open AccessFile87 Downloads (Pure) -
Leveraging transprecision computing for machine vision applications at the edge
Minhas, U. I., Mukhanov, L., Karakonstantis, G., Vandierendonck, H. & Woods, R., 11 Nov 2021, 2021 IEEE workshop on signal processing systems (SiPS): proceedings. Institute of Electrical and Electronics Engineers Inc., p. 205-210 (IEEE Workshop on Signal Processing Systems (SiPS)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Citations (Scopus) -
Radio Frequency Fingerprint Identification for Narrowband Systems, Modelling and Classification
Zhang, J., Woods, R., Sandell, M., Valkama, M., Marshall, A. & Cavallaro, J., 10 Jun 2021, In: IEEE Transactions on Information Forensics and Security. 16, p. 3974-3987 13 p., 16.Research output: Contribution to journal › Article › peer-review
Open AccessFile149 Citations (Scopus)476 Downloads (Pure) -
TOD: Transprecise Object Detection to Maximise Real-Time Accuracy on the Edge
Lee, J., Varghese, B., Woods, R. & Vandierendonck, H., 21 Jun 2021, 2021 IEEE 5th International Conference on Fog and Edge Computing (ICFEC): Proceedings. p. 53-60Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile13 Citations (Scopus)201 Downloads (Pure) -
Understanding the AI Labour Market 2020: Full Report
Dabhi, K., Crick, C., Douglas, J., McHugh, S., Zatterin, G., Donaldson, S., Procter, R. & Woods, R., 18 May 2021, Department for Digital, Culture, Media & Sport. 72 p.Research output: Book/Report › Commissioned report
Open AccessFile67 Downloads (Pure) -
2020
Optimisation of system throughput exploiting tasks heterogeneity on space shared FPGAs
Minhas, U. I., Woods, R. & Karakonstantis, G., 03 Feb 2020, International Conference on Field-Programmable Technology (ICFPT 2019): Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 359-362 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile1 Citation (Scopus)182 Downloads (Pure) -
Towards improved sensor systems for bridge structural health monitoring
Ferguson, A. J., Woods, R. & Hester, D., 27 Aug 2020, Civil Engineering Research in Ireland 2020: conference proceedings. Ruane, K. & Jaksic, V. (eds.). CERAI, p. 21-26Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile52 Downloads (Pure) -
Understanding the UK AI labour market: 2020. Research into the UK AI labour market, carried out on behalf of the Department for Digital, Culture, Media & Sport (DCMS) by Ipsos MORI
Dabhi, K., Crick, C., Douglas, J., McHugh, S., Zatterin, G., Donaldson, S., Procter, R. & Woods, R., 18 May 2020, Department for Digital, Culture, Media & Sport. 69 p.Research output: Book/Report › Commissioned report
Open Access -
2019
A new data analytics framework emphasising preprocessing of data to generate insights into complex manufacturing systems
Carbery, C. M., Woods, R. & Marshall, A. H., 01 Oct 2019, In: Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 233, 19-20, p. 6713-6726 14 p.Research output: Contribution to journal › Article › peer-review
18 Citations (Scopus) -
An Investigation of Using Loop-back Mechanism for Channel Reciprocity Enhancement in Secret Key Generation
Peng, L., Li, G., Zhang, J., Woods, R., Liu, M. & Hu, A., 01 Mar 2019, In: IEEE Transactions on Mobile Computing. 18, 3, p. 507-519 13 p., 8370120.Research output: Contribution to journal › Article › peer-review
Open AccessFile59 Citations (Scopus)619 Downloads (Pure) -
Evaluation of FPGA Partitioning Schemes for Time and Space Sharing of Heterogeneous Tasks
Minhas, U., Woods, R. & Karakonstantis, G., 31 Mar 2019, International Symposium on Applied Reconfigurable Computing TU Darmstadt 09 - 11 April 2019. Springer, (Lecture Notes in Computer Science ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile4 Citations (Scopus)213 Downloads (Pure) -
FPGA-based processor acceleration for image processing applications
Siddiqui, F., Amiri, S., Minhas, U. I., Deng, T., Woods, R., Rafferty, K. & Crookes, D., 13 Jan 2019, In: Journal of Imaging. 5, 1, 22 p., 16.Research output: Contribution to journal › Article › peer-review
Open AccessFile42 Citations (Scopus)581 Downloads (Pure) -
Impact of Wireless Backhaul Unreliability and Imperfect Channel Estimation on Opportunistic NOMA
Lee, S., Duong, Q. & Woods, R., Nov 2019, In: IEEE Transactions on Vehicular Technology. 68, 11, p. 10822-10833 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Citations (Scopus)269 Downloads (Pure) -
Physical Layer Security for the Internet of Things: Authentication and Key Generation
Zhang, J., Rajendran, S., Sun, Z., Woods, R. & Hanzo, L., Oct 2019, In: IEEE Wireless Communications Magazine. 26, 5, p. 92-98 7 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile157 Citations (Scopus)1546 Downloads (Pure) -
Preface
Hochberger, C., Nelson, B., Koch, A., Woods, R. & Diniz, P., 2019, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11444 LNCS, p. vResearch output: Contribution to journal › Editorial › peer-review
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Programmable architectures for histogram of oriented gradients processing
Kelly, C., Woods, R., Amiri, M., Siddiqui, F. M. & Rafferty, K., 2019, Handbook of Signal Processing Systems. Springer, p. 649 - 682 33 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review
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Work-in-Progress: Design Space Exploration of Multi-Task Processing on Space Shared FPGAs
Minhas, U. I., Woods, R. & Karakonstantis, G., 2019, International Conference on Hardware/Software Codesign and System Synthesis: Proceedings. 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Citation (Scopus) -
2018
A Bayesian network based learning system for modelling faults in large-scale manufacturing
Carbery, C. M., Woods, R. & Marshall, A. H., 30 Apr 2018, Proceedings - 2018 IEEE International Conference on Industrial Technology, ICIT 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-February. p. 1357-1362 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile25 Citations (Scopus)1032 Downloads (Pure) -
A New Data Analytics Framework Emphasising Pre-processing in Learning AI Models for Complex Manufacturing Systems
Carbery, C. M., Woods, R. & Marshall, A. H., 04 Sept 2018, Intelligent Computing and Internet of Things - First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, IMIOT and ICSEE 2018, Proceedings. Yang, Z., Yang, D., Li, K., Fei, M. & Du, D. (eds.). Springer Verlag, p. 169-179 11 p. (Communications in Computer and Information Science; vol. 924).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile6 Citations (Scopus)479 Downloads (Pure) -
A new real-time FPGA-based implementation of K-means clustering for images
Deng, T., Crookes, D., Siddiqui, F. & Woods, R., 2018, Intelligent Computing and Internet of Things: First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, Chongqing, China, September 21-23, 2018, Proceedings. Yang, Z., Yang, D., Li, K., Fei, M. & Du, D. (eds.). Springer Verlag, Vol. II. p. 468-477 10 p. (Communications in Computer and Information Science; vol. 924).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile3 Citations (Scopus)557 Downloads (Pure) -
Exploring Functional Acceleration of OpenCL on FPGAs and GPUs Through Platform-Independent Optimizations
Minhas, U. I., Woods, R. & Karakonstantis, G., 08 Apr 2018, ARC 2018: Applied Reconfigurable Computing: Architectures, Tools, and Applications - 14th International Symposium: Proceedings. Springer Verlag, p. 551-563 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10824 ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile9 Citations (Scopus)659 Downloads (Pure) -
Facilitating Easier Access to FPGAs in the Heterogeneous Cloud Ecosystems
Minhas, U. I., Woods, R. & Karakonstantis, G., 06 Dec 2018, Proceedings of the 28th International Conference on Field Programmable Logic and Applications (FPL), 2018. Institute of Electrical and Electronics Engineers Inc., p. 447-448 2 p. (28th International Conference on Field Programmable Logic and Applications (FPL): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile1 Citation (Scopus)310 Downloads (Pure) -
NanoStreams: A Microserver Architecture for Real-time Analytics on Fast Data Streams
Minhas, U. I., Russell, M., Kaloutsakis, S., Barber, P., Woods, R., Georgakoudis, G., Gillan, C., Nikolopoulos, D. S. & Bilos, A., Jul 2018, In: IEEE Transactions on Multi-Scale Computing Systems. 4, 3, p. 396 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)596 Downloads (Pure) -
On spatial security outage probability derivation of exposure region based beamforming with randomly located eavesdroppers
Zhang, Y., Ko, Y., Woods, R., Marshall, A., Cavallaro, J. & Li, K., 06 Mar 2018, 51st Asilomar Conference on Signals, Systems and Computers: ACSSC 2017: Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 2054-2058 5 p. 8335730Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Opportunistic Non-Orthogonal Multiple Access Scheme with Unreliable Wireless Backhauls
Lee, S., Duong, T. Q. & Woods, R., 20 Dec 2018, IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2018) . Bologna, Italy, 5 p. 8580961. (Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile3 Citations (Scopus)270 Downloads (Pure) -
Security Optimization of Exposure Region-based Beamforming with a Uniform Circular Array
Zhang, Y., Woods, R., Ko, Y., Marshall, A. & Zhang, J., 01 Jun 2018, In: IEEE Transactions on Communications. 66, 6, p. 2630-2641 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile12 Citations (Scopus)296 Downloads (Pure) -
Understanding complex interactions within a large-scale manufacturing system through applications of Bayesian networks
Carbery, C., Woods, R. & Marshall, A. H., 2018, (Accepted).Research output: Contribution to conference › Poster