Department of Computer Science

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    Llandinam Building, Aberystwyth University

    SY23 3DB Aberystwyth

    United Kingdom of Great Britain and Northern Ireland

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Conference Proceeding (Non-Journal item)

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  • 2020

    PATTERNS 2020 The Twelfth International Conferences on Pervasive Patterns and Applications

    Daykin, J. (Editor), 24 Oct 2020, International Academy, Research, and Industry Association (IARIA). Mannaert, H., Pu, I. & Daykin, J. (eds.).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

  • Three-dimensional modeling of microcalcification clusters using breast tomosynthesis: A preliminary study

    Alam, N., Bakic, P. R. & Zwiggelaar, R., 22 May 2020, 15th International Workshop on Breast Imaging, IWBI 2020. Bosmans, H., Marshall, N. & Van Ongeval, C. (eds.). SPIE, 115130A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11513).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

  • Using a Conditional Generative Adversarial Network (cGAN) for Prostate Segmentation

    Grall, A., Hamidinekoo, A., Malcolm, P. & Zwiggelaar, R., 24 Jan 2020, Medical Image Understanding and Analysis: 23rd Conference, MIUA 2019, Liverpool, UK, July 24–26, 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer Nature, p. 15-25 11 p. (Communications in Computer and Information Science; vol. 1065).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    5 Citations (Scopus)

  • Visual Topological Mapping Using an Appearance-Based Location Selection Method

    Khan, M. A. & Labrosse, F., 03 Dec 2020, (E-pub ahead of print) Towards Autonomous Robotic Systems - 21st Annual Conference, TAROS 2020, Proceedings. Mohammad, A., Dong, X. & Russo, M. (eds.). Springer Nature, p. 90-102 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12228 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

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    1 Citation (Scopus)
    169 Downloads (Pure)
  • 2019

    A Novel Framework of Fuzzy Rule Interpolation for Takagi-Sugeno-Kang Inference Systems

    Zhang, P. & Shen, Q., 11 Oct 2019, 2019 IEEE International Conference on Fuzzy Systems: FUZZ-IEEE. IEEE Press, 6 p. 8858833. (IEEE International Conference on Fuzzy Systems; vol. 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    4 Citations (Scopus)
    56 Downloads (Pure)

  • Applications of V-Order: Suffix Arrays, the Burrows-Wheeler Transform & the FM-index

    Alatabbi, A., Daykin, J. W., Mhaskar, N., Rahman, M. S. & Smyth, W. F., 16 Feb 2019, WALCOM: Algorithms and Computation - 13th International Conference, WALCOM 2019, Proceedings. Nakano, S.-I., Mukhopadhyaya, K., Das, G. K. & Mandal, P. S. (eds.). Springer Nature, p. 329-338 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11355 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    2 Citations (Scopus)

  • Assessing Algorithm Parameter Importance Using Global Sensitivity Analysis

    Greco, A., Riccio, S. D., Timmis, J. & Nicosia, G., 2019, Analysis of Experimental Algorithms - Special Event,SEA² 2019, Revised Selected Papers. Kotsireas, I., Pardalos, P., Tsokas, A., Parsopoulos, K. E. & Souravlias, D. (eds.). Springer Nature, p. 392-407 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11544 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    3 Citations (Scopus)

  • Autonomous Learning Paradigm for Spiking Neural Networks

    Liu, J., McDaid, L. J., Harkin, J., Karim, S., Johnson, A. P., Halliday, D. M., Tyrrell, A. M., Timmis, J., Millard, A. G. & Hilder, J., 2019, Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation - 28th International Conference on Artificial Neural Networks, 2019, Proceedings. Tetko, I. V., Karpov, P., Theis, F. & Kurková, V. (eds.). Springer Nature, p. 737-744 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11727 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

  • Classification of Astronomical Objects Using Light Curve Profile

    Sangjan, T., Boongoen, T., Iam-On, N. & Mullaney, J., Oct 2019, 2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019. Meen, T.-H. (ed.). IEEE Press, p. 494-497 4 p. 8942673. (2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    1 Citation (Scopus)

  • Comparing the performance of explicit and implicit communication in simple object manipulation tasks

    Gildert, N., Pomfret, A. & Timmis, J., Aug 2019, 2019 IEEE 15th International Conference on Automation Science and Engineering, CASE 2019. IEEE Press, p. 1456-1462 7 p. 8843011. (IEEE International Conference on Automation Science and Engineering; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

  • D-FRI-CiscoFirewall: Dynamic Fuzzy Rule Interpolation for Cisco ASA Firewall

    Naik, N. K., Shang, C., Shen, Q. & Jenkins, P., 11 Oct 2019, 2019 IEEE International Conference on Fuzzy Systems: FUZZ-IEEE. IEEE Press, 8858999. (IEEE International Conference on Fuzzy Systems; vol. 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    8 Citations (Scopus)
    100 Downloads (Pure)

  • Early Stage Digital Twins for Early Stage Engineering Design

    Jones, D., Snider, C., Kent, L. & Hicks, B., 05 Aug 2019, 22nd International Conference on Engineering Design, Delft, Netherlands, 5/08/19. 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

  • Effective instance selection using the fuzzy-rough lower approximation

    Jensen, R., Amiri, M. & Parthalain, N. M., 10 Oct 2019, 2019 IEEE International Conference on Fuzzy Systems: FUZZ-IEEE. IEEE Press, 8858799. (IEEE International Conference on Fuzzy Systems; vol. 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    1 Citation (Scopus)

  • Eventual Consistency Formalized

    Sherratt, E. & Prinz, A., 09 Sept 2019, System Analysis and Modeling. Languages, Methods, and Tools for Industry 4.0 - 11th International Conference, SAM 2019, Proceedings: System Analysis and Modeling. Languages, Methods, and Tools for Industry. Fonseca i Casas, P., Sancho, M.-R. & Sherratt, E. (eds.). Springer Nature, Vol. 11753. p. 249-265 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11753 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    1 Citation (Scopus)

  • Exploiting Consensus Clustering for Light Curve Data Analysis

    Panwong, P., Boongoen, T., Iam-On, N. & Mullaney, J., Oct 2019, 2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019. Meen, T.-H. (ed.). IEEE Press, p. 498-501 4 p. 8942715. (2019 IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

  • Integration of interpolation and inference with multi-antecedent rules

    Naik, N. & Shen, Q., 30 Aug 2019, (E-pub ahead of print) Advances in Computational Intelligence Systems: Proceedings of the 19th UK Workshop on Computational Intelligence. Ju, Z., Yang, L., Yang, C., Gegov, A. & Zhou, D. (eds.). p. 377-391 15 p. (Advances in Intelligent Systems and Computing; vol. 1043).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

  • Omni-pi-tent: an omnidirectional modular robot with genderless docking

    Peck, R. H., Timmis, J. & Tyrrell, A. M., 2019, Towards Autonomous Robotic Systems - 20th Annual Conference, TAROS 2019, Proceedings. Althoefer, K., Konstantinova, J. & Zhang, K. (eds.). Springer Nature, p. 307-318 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11650 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    7 Citations (Scopus)

  • Robotic chinese calligraphy with human preference

    Chao, F., Lyu, J., Wu, R., Gao, X., Zhou, C., Yang, L., Lin, C. M. & Shang, C., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation: SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. IEEE Press, p. 360-366 7 p. 9060257. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    4 Citations (Scopus)

  • Rough Set Theory as a Data Mining Technique: A Case Study in Epidemiology and Cancer Incidence Prediction

    Chelly Dagdia, Z., Zarges, C., Schannes, B., Micalef, M., Galiana, L., Rolland, B., de Fresnoye, O. & Benchoufi, M., 18 Jan 2019, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Proceedings. Brefeld, U., Marascu, A., Pinelli, F., Curry, E., MacNamee, B., Hurley, N., Daly, E. & Berlingerio, M. (eds.). Springer Nature, p. 440-455 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    5 Citations (Scopus)
    339 Downloads (Pure)

  • Sentiment Classification of Drug Reviews Using Fuzzy-rough Feature Selection

    Chen, T., Su, P., Shang, C., Hill, R., Zhang, H. & Shen, Q., 11 Oct 2019, 2019 IEEE International Conference on Fuzzy Systems: FUZZ-IEEE. IEEE Press, 6 p. 8858916. (IEEE International Conference on Fuzzy Systems; vol. 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

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    23 Citations (Scopus)
    86 Downloads (Pure)

  • Single frame image super resolution using ANFIS interpolation: An initial experiment-based approach

    Ismail, M., Yang, J., Shang, C. & Shen, Q., 30 Aug 2019, Advances in Computational Intelligence Systems: Contributions Presented at the 19th UK Workshop on Computational Intelligence, 2019. Ju, Z., Zhou, D., Gegov, A., Yang, L. & Yang, C. (eds.). Springer Nature, Vol. 1043. p. 27-40 14 p. (Advances in Intelligent Systems and Computing; vol. 1043).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    2 Citations (Scopus)
    64 Downloads (Pure)

  • Towards Deep Learning Based Robot Automatic Choreography System

    Wu, R., Peng, W., Zhou, C., Chao, F., Yang, L., Lin, C.-M. & Shang, C., 03 Aug 2019, Intelligent Robotics and Applications: 12th International Conference, ICIRA 2019, Shenyang, China, August 8–11, 2019, Proceedings, Part IV. Yu, H., Liu, J., Liu, L., Liu, Y., Ju, Z. & Zhou, D. (eds.). Springer Nature, p. 629-640 12 p. (Lecture Notes in Computer Science; vol. 11743).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    3 Citations (Scopus)

  • Unlimited Budget Analysis

    He, J., Jansen, T. & Zarges, C., 13 Jul 2019, GECCO 2019 Companion: Proceedings of the 2019 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, p. 427-428 2 p. (Proceedings of the Genetic and Evolutionary Computation Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    6 Citations (Scopus)
    253 Downloads (Pure)

  • Wheelchair Navigation: Automatically Adapting to Evolving Environments

    Fearn, T., Labrosse, F. & Shaw, P., 05 Jul 2019, 20th Towards Autonomous Robotic Systems Conference: TAROS 2019. Althoefer, K., Konstantinova, J. & Zhang, K. (eds.). 1 ed. Springer Nature, Vol. 2. p. 496-500 5 p. (Lecture Notes in Computer Science; vol. 11650).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    3 Citations (Scopus)
    272 Downloads (Pure)
  • 2018

    A black-box discrete optimization benchmarking (BB-DOB) pipeline survey: Taxonomy, evaluation, and ranking

    Zamuda, A., Nicolau, M. & Zarges, C., 06 Jul 2018, GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, p. 1777-1782 6 p. (Genetic and Evolutionary Computation Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    7 Citations (Scopus)
    559 Downloads (Pure)

  • A density-based discretization method with inconsistency evaluation

    Zhao, R., Qu, Y., Deng, A. & Zwiggelaar, R., 08 Jun 2018, Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018. IEEE Press, p. 758-763 6 p. (Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

  • A Distributed Dendritic Cell Algorithm for Big Data

    Chelly Dagdia, Z., 06 Jul 2018, GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion: GECCO. Association for Computing Machinery, p. 103-104 2 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    4 Citations (Scopus)
    228 Downloads (Pure)

  • A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing

    Chelly Dagdia, Z., Zarges, C., Beck, G., Azzag, H. & Lebbah, M., 2018, 2018 IEEE International Conference on BIG DATA. IEEE Press

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    248 Downloads (Pure)

  • A Distributed Rough Set Theory based Algorithm for an Efficient Big Data Pre-processing under the Spark Framework

    Chelly Dagdia, Z., Zarges, C., Beck, G. & Lebbah, M., 15 Jan 2018, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Nie, J.-Y., Obradovic, Z., Suzumura, T., Ghosh, R., Nambiar, R., Wang, C., Zang, H., Baeza-Yates, R., Hu, X., Kepner, J., Cuzzocrea, A., Tang, J. & Toyoda, M. (eds.). IEEE Press, p. 911-916 6 p. (Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    16 Citations (Scopus)
    293 Downloads (Pure)

  • A hormone arbitration system for energy efficient foraging in robot swarms

    Wilson, J., Timmis, J. & Tyrrell, A., 2018, Towards Autonomous Robotic Systems - 19th Annual Conference, TAROS 2018, Proceedings. Giannaccini, M. E., Giuliani, M. & Assaf, T. (eds.). Springer Nature, p. 305-316 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10965 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    1 Citation (Scopus)

  • A Hormone-Inspired Arbitration System for Self Identifying Abilities Amongst A Heterogeneous Robot Swarm

    Wilson, J., Timmis, J. & Tyrrell, A., 02 Jul 2018, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). IEEE Press, p. 843-850 8 p. 8628754. (Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    2 Citations (Scopus)

  • Aquatic Swimming of a Multi-functional Pedundulatory Bio-Robotic Locomotor

    Tsakiris, D., Evdaimon, T. & Papadakis, E., 20 Aug 2018, Biomimetic and Biohybrid Systems: 7th International Conference, Living Machines 2018. Vouloutsi, V., Halloy, J., Mura, A., Mangan, M., Lepora, N., Prescott, T. J. & Verschure, P. F. M. J. (eds.). Springer Nature, Vol. 10928. p. 494-506 13 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    2 Citations (Scopus)

  • A Revised Dendritic Cell Algorithm Using K-Means Clustering

    Elisa, N., Yang, L., Qu, Y. & Chao, F., 28 Jun 2018, International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2018. IEEE Press, p. 1547-1554 8 p. 8622992

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    7 Citations (Scopus)

  • ASVTrafficSim: A simulator for Autonomous Surface Vehicle and Manned Vessel Collisions

    Sauze, C., 01 Sept 2018, Robotic Sailing 2018. University of Southampton, Vol. 2331. p. 63-67 5 p. (CEUR Workshop Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    2 Citations (Scopus)
    81 Downloads (Pure)

  • Automatic classification of clustered microcalcifications in digitized mammogram using ensemble learning

    Alam, N. & Zwiggelaar, R., 06 Jul 2018, 14th International Workshop on Breast Imaging (IWBI 2018). Krupinski, E. A. (ed.). SPIE, p. 307-314 8 p. 1071816. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10718).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    4 Citations (Scopus)

  • Automatic Segmentation of Microcalcification Clusters

    Alam, N., Oliver, A., Denton, E. R. E. & Zwiggelaar, R., 21 Aug 2018, Proceedings 22nd Conference, Medical Image Understanding and Analysis 2018. Nixon, M., Mahmoodi, S. & Zwiggelaar, R. (eds.). Springer Nature, p. 251-261 11 p. (Communications in Computer and Information Science; vol. 894).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    19 Citations (Scopus)

  • Bag of visual words based approach for the classification of benign and malignant masses in mammograms using voting-based feature encoding

    Suhail, Z., Mahmood, A., Denton, E. R. E. & Zwiggelaar, R., 06 Jul 2018, 14th International Workshop on Breast Imaging (IWBI 2018): Proceedings Volume 10718. Krupinski, E. A. (ed.). SPIE, 8 p. 107181A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10718).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    2 Citations (Scopus)

  • Beyond “to me, to you”: Combining implicit and explicit communication for cooperative transport in humanoid robotic systems

    Gildert, N., Timmis, J. & Pomfret, A., 2018, Towards Autonomous Robotic Systems - 19th Annual Conference, TAROS 2018, Proceedings. Giannaccini, M. E., Giuliani, M. & Assaf, T. (eds.). Springer Nature, p. 455-456 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10965 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

  • Bio-inspired Anomaly Detection for Low-cost Gas Sensors

    Liu, J., Harkin, J., McDaid, L., Karim, S., Millard, A. G., Hilder, J., Hickinbotham, S., Johnson, A. P., Timmis, J., Halliday, D. M. & Tyrrel, A. M., 02 Jul 2018, 18th International Conference on Nanotechnology, NANO 2018. IEEE Press, 8626301. (Proceedings of the IEEE Conference on Nanotechnology; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

  • Breast Tissue Classification Using Local Binary Pattern Variants: A Comparative Study

    George, M. & Zwiggelaar, R., 21 Aug 2018, Proceedings 22nd Conference, Medical Image Understanding and Analysis 2018. Nixon, M., Mahmoodi, S. & Zwiggelaar, R. (eds.). Springer Nature, p. 143-152 10 p. (Communications in Computer and Information Science; vol. 894).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    4 Citations (Scopus)

  • Classification of mammographic microcalcification clusters with machine learning confidence levels

    Rampun, A., Wang, H., Scotney, B. W., Morrow, P. J. & Zwiggelaar, R., 06 Jul 2018, 14th International Workshop on Breast Imaging (IWBI 2018). Krupinski, E. A. (ed.). SPIE, p. 345-352 8 p. 107181B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10718).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    7 Citations (Scopus)

  • Comparing the performance of various deep networks for binary classification of breast tumours

    Hamidinekoo, A., Suhail, Z., Denton, E. R. E. & Zwiggelaar, R., 06 Jul 2018, 14th International Workshop on Breast Imaging (IWBI 2018). Krupinski, E. A. (ed.). SPIE, p. 36-43 8 p. 1071807. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10718).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    6 Citations (Scopus)

  • Confidence Analysis for Breast Mass Image Classification

    Rampun, A., Wang, H., Scotney, B. W., Morrow, P. J. & Zwiggelaar, R., 07 Oct 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Press, p. 2072-2076 5 p. 8451782. (Proceedings: International Conference on Image Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    5 Citations (Scopus)

  • Distributed Rough Set Based Feature Selection Approach to Analyse Deep and Hand-crafted Feature for mammography Mass Classification

    Hamidinekoo, A., Chelly Dagdia, Z., Suhail, Z. & Zwiggelaar, R., 2018, 2018 IEEE International Conference on BIG DATA. IEEE Press

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
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    86 Downloads (Pure)

  • End-to-end breast ultrasound lesions recognition with a deep learning approach

    Yap, M. H., Goyal, M., Osman, F., Ahmad, E., Marti, R., Denton, E. R. E., Juette, A. & Zwiggelaar, R., 12 Mar 2018, Medical Imaging 2018, Proceedings: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, Vol. 10578. p. 287-294 8 p. 1057819. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10578).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    33 Citations (Scopus)

  • Estimating Grasping Patterns from Images Using Finetuned Convolutional Neural Networks

    Zia, A., Tiddeman, B. & Shaw, P., 26 Aug 2018, Towards Autonomous Robotic Systems - 19th Annual Conference, TAROS 2018, Proceedings: TAROS 2018. Giannaccini, M. E., Giuliani, M. & Assaf, T. (eds.). Springer Nature, p. 64-75 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10965 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    1 Citation (Scopus)

  • Evaluation of graph topological features in digitized mammogram for microcalcification cluster classification

    Alam, N. & Zwiggelaar, R., 10 Dec 2018, Proceedings of the Digital Image Computing : Technqiues and Applications (DICTA). IEEE Press, p. 691-698 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    2 Citations (Scopus)

  • Fault-Tolerant learning in spiking astrocyte-neural networks on FPGAS

    Johnson, A. P., Liu, J., Millard, A. G., Karim, S., Tyrrell, A. M., Harkin, J., Timmis, J., McDaid, L. & Halliday, D. M., 27 Mar 2018, Proceedings - 31st International Conference on VLSI Design, VLSID 2018 - Held concurrently with 17th International Conference on Embedded Systems, ES 2018. IEEE Press, p. 49-54 6 p. (Proceedings of the IEEE International Conference on VLSI Design; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    6 Citations (Scopus)

  • FPGA-based Fault-injection and Data Acquisition of Self-repairing Spiking Neural Network Hardware

    Karim, S., Harkin, J., McDaid, L., Gardiner, B., Liu, J., Halliday, D. M., Tyrrell, A. M., Timmis, J., Millard, A. G. & Johnson, A. P., 26 Apr 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. IEEE Press, 8351512. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2018-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    6 Citations (Scopus)

  • Generalized offline orthant search: one code for many problems in multiobjective optimization.

    Buzdalov, M., 02 Jul 2018, GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference. Aguirre, H. & Takadama, K. (eds.). Association for Computing Machinery, p. 593-600 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

    Open Access
    4 Citations (Scopus)