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  • 2021

    Preliminary results of OLSR based MANET routing algorithms: OLSRd2-Qx reinforcement learning agents and ODRb

    Maret, Y., Wagen, J. F., Raza, M., Wang, J., Bessis, N. & Legendre, F., 4 May 2021, 2021 International Conference on Military Communication and Information Systems, ICMCIS 2021. Institute of Electrical and Electronics Engineers Inc., 9486409. (2021 International Conference on Military Communication and Information Systems, ICMCIS 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    5 Citations (Scopus)
  • Shape Analysis Approach towards Assessment of Cleft Lip Repair Outcome

    Bakaki, P., Richard, B., Pereira, E., Tagalakis, A., Ness, A. & Liu, Y., 31 Oct 2021, Computer Analysis of Images and Patterns - 19th International Conference, CAIP 2021, Proceedings: Lecture Notes in Computer Science. Tsapatsoulis, N., Panayides, A., Theocharides, T., Lanitis, A., Lanitis, A., Pattichis, C., Pattichis, C. & Vento, M. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13052. p. 165-174 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13052 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    177 Downloads (Pure)
  • Unconstrained vision guided UAV based safe helicopter landing

    Sikdar, A., Sahu, A., Sen, D., Mahajan, R. & Chowdhury, A. S., 5 May 2021, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 8328-8335 8 p. 9412966. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    3 Citations (Scopus)
  • 2022

    A Convergence Time Predictive Model using Machine Learning for LLN

    PANDEY, H. M., Garg, S., Mehrotra, D. & Pandey, S., 10 Jan 2022, (E-pub ahead of print) 8th "IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering : UPCON-2021. IEEE Explore

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    2 Citations (Scopus)
    127 Downloads (Pure)
  • A New Model for Artificial Intuition

    TROVATI, M., 7 Sept 2022, Artificial Neural Networks and Machine Learning - ICANN 2022 - 31st International Conference on Artificial Neural Networks, Proceedings. Pimenidis, E., Aydin, M., Angelov, P., Jayne, C. & Papaleonidas, A. (eds.). Springer, p. 454-465 12 p. ( Lecture Notes in Computer Science book series ; vol. 13529).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    4 Citations (Scopus)
    79 Downloads (Pure)
  • An Investigation on Fragility of Machine Learning Classifiers in Android Malware Detection

    RAFIQ, H., Aslam, N., Randhawa, R. H. & Issac, B., 22 May 2022, IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops. IEEE, (INFOCOM WKSHPS 2022 - IEEE Conference on Computer Communications Workshops).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    Open Access
    8 Citations (Scopus)
  • A Step Towards Automated Functional Assessment of Activities of Daily Living

    DEBNATH, B., O'BRIEN, M., KUMAR, S. & BEHERA, A., 29 Nov 2022, (E-pub ahead of print) The 6th International Workshop on Health Intelligence (W3PHIAI-22) in conjunction with the 36th AAAI Conference on Artificial Intelligence (AAAI-22) .. Kacprzyk, J. (ed.). Springer, p. 187-202 (Studies in Computational Intelligence).

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    140 Downloads (Pure)
  • Attention over Attention: An Enhanced Supervised Video Summarization Approach

    Puthige, I., Hussain, T., Gupta, S. & Agarwal, M., 31 Dec 2022, Procedia Computer Science. Singh, V. (ed.). Science Direct, Vol. 218. p. 2359–2368 10 p. (Procedia Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    6 Citations (Scopus)
  • Attentive One-Shot Meta-Imitation Learning From Visual Demonstration

    Bhutani, V., Majumder, A., Vankadari, M., Dutta, S., Asati, A. & KUMAR, S., 12 Jul 2022, 2022 IEEE International Conference on Robotics and Automation (ICRA 2022). IEEE, p. 8584-8590

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    1 Citation (Scopus)
  • Discrete Wavelet Transform based EEG Feature Extraction and Classification for Mental Stress using Machine Learning Classifiers

    Kit, N. K., Amin, H. U. & Subhani, A. R., 1 Dec 2022, 4th IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2022. (4th IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    1 Citation (Scopus)
  • Effect of Enhanced Neurofeedback Stimulus Content on Frontal Alpha Asymmetry

    Ali, S. S. A., Hafeez, Y., Ariffin, T. A. B. T., Adil, S. H., Amin, H. U. & Boon, T. T., 10 Dec 2022, 2022 IEEE 5th International Symposium in Robotics and Manufacturing Automation, ROMA 2022: 6-8 August 2022, Malacca, Malaysia. IEEE Xplore, Vol. 1. p. 235-239 4 p. (2022 IEEE 5th International Symposium in Robotics and Manufacturing Automation, ROMA 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • Key Landmarks Detection of Cleft Lip-Repaired Partially Occluded Facial Images for Aesthetics Outcome Assessment

    Bakaki, P., Richard, B., Pereira, E., Tagalakis, A., Ness, A., Behera, A. & Liu, Y., 17 May 2022, Image Analysis and Processing – ICIAP 2022 - 21st International Conference, 2022, Proceedings. Sclaroff, S., Distante, C., Leo, M., Farinella, G. M. & Tombari, F. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13232. p. 718-729 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13232 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    81 Downloads (Pure)
  • Lightweight Deep Network for the Classification of Breast Cancer Histopathological Images

    Waqas, M., Maul, T., Liao, I. Y. & Ahmed, A., 21 Dec 2022, Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022. Chen, X., Cao, L., Li, Q., Wang, Y. & Wang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    5 Citations (Scopus)
  • On Impact of Adversarial Evasion Attacks on ML-based Android Malware Classifier Trained on Hybrid Features

    RAFIQ, H., Aslam, N., Issac, B. & Randhawa, R. H., 2 Dec 2022, 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA). p. 216-221 6 p. (International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA; vol. 2022-December).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    3 Citations (Scopus)
  • Pyramidal Attention for Saliency Detection

    Hussain, T., Anwar, S., Anwar, S., Petersson, L. & Wook Baik, S., 23 Aug 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE, p. 2877-2887 11 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    18 Citations (Scopus)
  • SSP-REGULARIZER: A STAR SHAPE PRIOR BASED REGULARIZER FOR VESSEL LUMEN SEGMENTATION IN OCT IMAGES

    Zhao, C., ZHANG, H., Wang, J. & Liu, F., 18 Oct 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE: IEEE Computer Society, p. 3106-3110 5 p. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    1 Citation (Scopus)
    113 Downloads (Pure)
  • 2023

    BotDroid: Permission-Based Android Botnet Detection Using Neural Networks

    Seraj, S., Pimenidis, E., Pavlidis, M., Kapetanakis, S., TROVATI, M. & Polatidis, N., 7 Jun 2023, Engineering Applications of Neural Networks. EANN 2023. Communications in Computer and Information Science. Iliadis, L., Maglogiannis, I., Alonso, S., Jayne, C. & Pimenidis, E. (eds.). Springer, Vol. 1826. p. 71-84 14 p. (Communications in Computer and Information Science (CCIS); vol. 1856).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    2 Citations (Scopus)
  • Early Detection of Parkinson's Disease Dementia Using Dual-Sided Multi-Scale Convolutional Neural Networks (DSMS-CNN)

    ALTHAM, C., ZHANG, H., TROVATI, M., PEREIRA, E., Ray, N., Keller, S. & Macerollo, A., 19 Dec 2023, Medical Imaging and Computer-Aided Diagnosis: Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2022). Su, R., Zhang, Y., Liu, H. & F Frang, A. (eds.). Springer, Vol. 810. p. 191-201 11 p. (Lecture Notes in Electrical Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    2 Downloads (Pure)
  • Efficient Video Summarization for Smart Surveillance Systems

    Muhammad, K., Hussain, T., Del Ser, J., Ding, W., Gandomi, A. H. & De Albuquerque, V. H. C., 30 Jan 2023, Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022: 4-7 December 2022. Ishibuchi, H., Kwoh, C.-K., Tan, A.-H., Srinivasan, D., Miao, C., Trivedi, A. & Crockett, K. (eds.). Singapore: IEEE Xplore, p. 672-677 6 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    1 Citation (Scopus)
  • Enhancing Polyp Segmentation Generalizability by Minimizing Images' Total Variation

    Haithami, M., Ahmed, A., Liao, I. Y. & Jalab, H., 1 Sept 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, p. 1-5 (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • Improving the performance of OLSRouting using PHY-IP information for realistic V2V/MANETs

    Maret, Y., Raza, M., Legendre, F., Bessis, N. & Wagen, J. F., 26 Jul 2023, 2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications, WiMob 2023. IEEE Computer Society, p. 330-337 8 p. (International Conference on Wireless and Mobile Computing, Networking and Communications; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • Local and Global Contextual Features Fusion for Pedestrian Intention Prediction

    Azarmi, M., Rezaei, M., Hussain, T. & Qian, C., 5 Oct 2023, Artificial Intelligence and Smart Vehicles: First International Conference, ICAISV 2023. Ghatee, M. & Hashemi, S. M. (eds.). Springer, p. 1-13 13 p. (Communications in Computer and Information Science).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    1 Citation (Scopus)
  • Machine Learning-Based Approach for Detecting DDoS Attack in SDN

    Alnatsheh, A., Alsarhan, A., Aljaidi, M., Rafiq, H., Mansour, K., Samara, G., Igried, B. & Al Gumaei, Y. A., 28 Dec 2023, 2nd International Engineering Conference on Electrical, Energy, and Artificial Intelligence, EICEEAI 2023. Institute of Electrical and Electronics Engineers Inc., (2nd International Engineering Conference on Electrical, Energy, and Artificial Intelligence, EICEEAI 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • Middleware for resource sharing in fog computing with IoT applications

    SAMWINI, H., AWAIS, M. & PEREIRA, E., 22 Mar 2023, (Accepted/In press) IEEE EUROCON 2023 - 20th IEEE Conference on Smart Technologies. IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    122 Downloads (Pure)
  • Polar-Net: A Clinical-Friendly Model for Alzheimer’s Disease Detection in OCTA Images

    Liu, S., Hao, J., Xu, Y., Guo, X., Liu, J., Zheng, Y., LIU, Y., Zhang, J. & Zhao, Y., 1 Oct 2023, Lecture Notes in Computer Science (LNCS) . Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer, p. 607-617 11 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    2 Citations (Scopus)
    7 Downloads (Pure)
  • Synergistic Similarity Graph Construction (SSGC) for Steel Plate Fault Diagnosis with Graph Attention Networks

    Chen, Y., Chen, Z. & Amin, H. U., 4 Dec 2023, Proceedings of the 2023 IEEE 6th International Conference on Knowledge Innovation and Invention, ICKII 2023. Meen, T.-H. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 655-660 6 p. (Proceedings of the 2023 IEEE 6th International Conference on Knowledge Innovation and Invention, ICKII 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • The Compilation of 2D and 3D Dynamic Visualizations

    Farrimond, B. & PEREIRA, E., 23 Feb 2023, Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023). SCITEPRESS – Science and Technology Publications, Lda., Vol. 3. p. 150-157 8 p. (Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    Open Access
  • Topology-Aware Learning for Semi-supervised Cross Domain Retinal Artery/Vein Classification

    Liu, H., Xie, J., LIU, Y., Hao, H., Guo, L., Fu, H., Zhang, J. & Zhao, Y., 1 Jan 2023, (E-pub ahead of print) Computer graphics International -CGI 2022. Springer, p. 41-52 11 p. (Lecture Notes in Computer Science ).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    1 Citation (Scopus)
    5 Downloads (Pure)
  • 2024

    A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement

    Wang, X., Ma, Y., Guo, X., Zheng, Y., Zhang, J., LIU, Y. & Zhao, Y., 3 Oct 2024, Proceedings of the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). Springer

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • AI-Based Hand Gesture Recognition Through Camera on Robot

    Csonka, G., Khalid, M., Rafiq, H. & Ali, Y., 5 Feb 2024, 2023 International Conference on Frontiers of Information Technology (FIT). IEEE, p. 256-261 6 p. (Proceedings - 2023 International Conference on Frontiers of Information Technology, FIT 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • AI-Driven Risk Assessments: Advancing Cybersecurity and Sustainability

    Sunday Onwuajuese, O., RAFIQ, H., MCHALE, S., Obianuju Ugochukwu, P. & HUNTER-BARNETT, S., 17 Oct 2024, (Accepted/In press) 16th International Conference on Global Security, Safety & Sustainability, ICGS3-24. Springer, p. 1-11

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • Artificial Intelligence-Assisted Breast Cancer Detection Through Tumor Density Estimation from Histopathological Images

    Sherif, M. R. & Behera, A., 29 Sept 2024, International Conference on Deep Sciences for Computing and Communications: Communications in Computer and Information Science. Uthra R, A., Kottursammy, K., Raja, G., Kashif Bashir, A., Kose, U., Appavoo, R. & Madhivanan, V. (eds.). Springer, Vol. 2177. p. 229-240 12 p. (Communications in Computer and Information Science).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • Clinical Insight-Augmented Multi-View Learning for Alzheimer’s Detection in Retinal OCTA Images

    Zhang, Y., Hao, J., Zheng, B., LIU, Y., Meng, Y., Zhang, J., Chen, Y., Yang, C. & Zhao, Y., 14 Oct 2024, (Accepted/In press) Proceedings of IEEE International Conference on Bioinformatics and Biomedicine 2024 (IEEE BIBM 2024). IEEE Explore

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    72 Downloads (Pure)
  • Credit Card Fraud Detection Using Deep Neural Network With Shapley Additive Explanations

    Faith Onyeoma, C., RAFIQ, H., Jeremiah, D., TA, V.-T. & USMAN, M., 21 Oct 2024, (Accepted/In press) Proceedings of 21st International Conference on Frontiers of Information Technology (FIT'24). IEEE, p. 1-6

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    120 Downloads (Pure)
  • Critical analysis of resource sharing and optimization in fog clustering

    SAMWINI, H., RAZA, M., PEREIRA, E., KHAN, U. & AWAIS, M., 5 Sept 2024, (Accepted/In press) 3rd International Conference on Emerging Trends in Smart Technologies. Institute of Electrical and Electronics Engineers

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    13 Downloads (Pure)
  • Driving through Graphs: A Bipartite Graph for Traffic Scene Analysis

    HUMNABADKAR, A. S., SIKDAR, A., ZHANG, H., HUSSAIN, T. & BEHERA, A., 6 Jun 2024, (Accepted/In press) 2. IEEE Explore

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

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    87 Downloads (Pure)
  • Evaluation of Post-hoc Interpretability Methods in Breast Cancer Histopathological Image Classification

    Waqas, M., Maul, T., Ahmed, A. & Liao, I. Y., 22 May 2024, Advances in Brain Inspired Cognitive Systems - 13th International Conference, BICS 2023, Proceedings. Ren, J., Hussain, A., Liao, I. Y., Chen, R., Huang, K., Zhao, H., Liu, X., Ma, P. & Maul, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 95-104 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14374 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    1 Citation (Scopus)
  • Image-Based Android Malware Detection Using Deep Learning

    Udeze, S., RAFIQ, H., Jeremiah, D., TA, V.-T. & USMAN, M., 17 Oct 2024, (Accepted/In press) 16th International Conference on Global Security, Safety & Sustainability, ICGS3-24. Springer, p. 1-13

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • LANet: Enhancing Plant Disease Recognition Through Transfer Learning and Layer Attention

    LEI, X., BEHERA, A., Zhang, W., Sun, Y. & LIU, Y., 19 Sept 2024, (Accepted/In press) Proceedings of The Sixth IEEE international conference on Image Processing Applications and Systems . IEEE Explore

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • Pre-diagnosis for Autism Spectrum Disorder Using Eye-Tracking and Machine Learning Techniques

    Mehmood, M., Amin, H. U. & Chen, P. L., 22 May 2024, Advances in Brain Inspired Cognitive Systems - 13th International Conference, BICS 2023, Proceedings. Ren, J., Hussain, A., Liao, I. Y., Chen, R., Huang, K., Zhao, H., Liu, X., Ma, P. & Maul, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 239-250 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14374 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • Quantitative metrics to the CARS model in academic discourse in biology introductions

    Lam, C. & Nnamoko, N., 21 Mar 2024, CODI 2024 - 5th Workshop on Computational Approaches to Discourse, Proceedings of the Workshop. Strube, M., Braud, C., Hardmeier, C., Li, J. J., Loaiciga, S., Zeldes, A. & Li, C. (eds.). Association for Computational Linguistics (ACL), p. 71-77 7 p. (CODI 2024 - 5th Workshop on Computational Approaches to Discourse, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

  • Reflection Across AI-based Music Composition

    Ford, C., Noel-Hirst, A., Cardinale, S., Loth, J., Sarmento, P., Wilson, E., Wolstenholme, L., WORRALL, K. & Bryan-Kinns, N., 24 Jun 2024, C & C' 24: Proceedings of the 16th Conference on Creativity & Cognition. Bailey, B., Latulipe, C. & Ferguson, S. (eds.). Association for Computing Machinery (ACM), p. 398-412 15 p.

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    Open Access
    1 Citation (Scopus)
  • Uncertainty Driven Sampling to Handle Intra-class Imbalance Part Segmentation in Wheat

    REENA, R., Doonan, J., ZHANG, H., Williams, K., Corke, F. M. K. & LIU, Y., 12 Nov 2024, (Accepted/In press) Proceedings of the 6th IEEE International Conference on Image Processing Applications and Systems. IEEE Explore

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review