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Udomchaiporn, Akadej, Coenen, Frans ORCID: 0000-0003-1026-6649, García-Fiñana, Marta and Sluming, Vanessa (2013) 3-D MRI Brain Scan Feature Classification Using an Oct-Tree Representation. In: ADMA'13, Zhejiang University.

Hu, Huafeng (2022) ADVANCED MEDICAL IMAGE CLASSIFICATION WITH CONVOLUTIONAL NEURAL NETWORKS. PhD thesis, University of Liverpool.

Alshehri, Abdullah ORCID: 0000-0003-0008-9394, Coenen, Frans ORCID: 0000-0003-1026-6649 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2017) Accurate Continuous and Non-intrusive User Authentication with Multivariate Keystroke Streaming. In: 9th International Conference on Knowledge Discovery and Information Retrieval, 2017-11-1 - 2017-11-3.

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. .

Song, Sifan (2023) Advanced Representation Learning for Dense Prediction Tasks in Medical Image Analysis. PhD thesis, University of Liverpool.

Jiang, Zhengyong (2022) The Application of Machine Learning Methods to Portfolio Management. PhD thesis, University of Liverpool.

Choubineh, Abouzar, Chen, Jie, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2023) Applying Monte Carlo Dropout to Quantify the Uncertainty of Skip Connection-Based Convolutional Neural Networks Optimized by Big Data. ELECTRONICS, 12 (6). p. 1453.

Sedeeq, Iman, Coenen, Frans ORCID: 0000-0003-1026-6649 and Lisitsa, Alexei (2017) Attribute Permutation Steganography Detection using Attribute Position Changes Count. In: 3rd International Conference on Information Systems Security and Privacy, 2017-2-19 - 2017-2-21, Porto.

Siso Godia, Sergi (2023) Augmenting Compiler Optimisations through Source-to-Source Injection of Runtime Information-aware Transformations. PhD thesis, University of Liverpool.

Torrisi, Alessandro, Bevan, Robert, Atkinson, Katie ORCID: 0000-0002-5683-4106, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2019) Automated Bundle Pagination Using Machine Learning. In: ICAIL '19: Seventeenth International Conference on Artificial Intelligence and Law, 2019-6-17 - 2019-6-21, Montreal, Canada.

Dong, Hang ORCID: 0000-0001-6828-6891, Wang, Wei, Huang, Kaizhu and Coenen, Frans ORCID: 0000-0003-1026-6649 (2021) Automated Social Text Annotation With Joint Multilabel Attention Networks. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 32 (5). pp. 2224-2238.

Pratt, Harry, Williams, Bryan M ORCID: 0000-0001-5930-287X, Ku, Jae Yee, Vas, Charles, McCann, Emma, Al-Bander, Baidaa, Zhao, Yitian, Coenen, Frans ORCID: 0000-0003-1026-6649 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2018) Automatic Detection and Distinction of Retinal Vessel Bifurcations and Crossings in Colour Fundus Photography. JOURNAL OF IMAGING, 4 (1). p. 4.

Song, Sifan ORCID: 0000-0002-7940-650X, Dang, Kang, Yu, Qinji, Wang, Zilong, Coenen, Frans ORCID: 0000-0003-1026-6649, Su, Jionglong and Ding, Xiaowei (2022) BILATERAL-VIT FOR ROBUST FOVEA LOCALIZATION. In: 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022-3-28 - 2022-3-31.

García-Constantino, Matías, Atkinson, Katie ORCID: 0000-0002-5683-4106, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Chapman, Karl, Coenen, Frans ORCID: 0000-0003-1026-6649, Roberts, Claire and Robson, Katy (2017) CLIEL. In: ICAIL '17: Sixteenth International Conference on Artificial Intelligence and Law, London.

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, Dures, Keith and Alshehri, M (2020) Candidates Reduction Coupled with Enhanced Sub-Sequence-Based Dynamic Time Warping. .

Alshehri, Mohammed, Coenen, Frans ORCID: 0000-0003-1026-6649 and Dures, Keith (2020) Candidates Reduction and Enhanced Sub-Sequence-Based Dynamic Time Warping: A Hybrid Approach. .

Mansfield, Martin, Tamma, Valentina ORCID: 0000-0002-1320-610X, Goddard, Phil and Coenen, Frans ORCID: 0000-0003-1026-6649 (2021) Capturing Expert Knowledge for Building Enterprise SME Knowledge Graphs. In: K-CAP '21: Knowledge Capture Conference, 2021-12-2 - 2021-12-3.

El-Salhi, Subhieh, Al-Haj, Safaa and Coenen, Frans ORCID: 0000-0003-1026-6649 (2020) Census Estimation using Histogram Representation of 3D Surfaces: A Case Study Focusing on the Karak Region. International Journal of Advanced Computer Science and Applications, 11 (10). pp. 707-718.

Mandya, Angrosh, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Coenen, Frans ORCID: 0000-0003-1026-6649 and Atkinson, Katie ORCID: 0000-0002-5683-4106 (2018) Classifier-Based Pattern Selection Approach for Relation Instance Extraction. In: 18th International Conference on Intelligent Text Processing and Computational Linguistics, 2017-4-17 - 2017-4-23, Budapest, Hungary.

Williams, Richard, Konev, Boris ORCID: 0000-0002-6507-0494 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2015) Collaborating Low Cost Micro Aerial Vehicles: A Demonstration. TOWARDS AUTONOMOUS ROBOTIC SYSTEMS (TAROS 2015), 9287. 296 - 302.

Williams, Richard, Konev, Boris ORCID: 0000-0002-6507-0494 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2015) Collaborating Low Cost Micro Aerial Vehicles: A Demonstration. TOWARDS AUTONOMOUS ROBOTIC SYSTEMS (TAROS 2015), 9287. pp. 296-302.

Mandya, Angrosh, Bollegala, Danushka, Coenen, Frans and Atkinson, Katie (2018) Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction. CoRR, abs/18.

Torrisi, Alessandro, Bevan, Robert, Atkinson, Katie ORCID: 0000-0002-5683-4106, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2019) Combining Textual and Visual Information for Typed and Handwritten Text Separation in Legal Documents. .

Mandya, Angrosh, Bollegala, Danushka and Coenen, Frans (2020) Contextualised Graph Attention for Improved Relation Extraction. CoRR, abs/20.

Pratt, Harry, Coenen, Frans ORCID: 0000-0003-1026-6649, Broadbent, Deborah M, Harding, Simon P ORCID: 0000-0003-4676-1158 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2016) Convolutional Neural Networks for Diabetic Retinopathy. In: International Conference On Medical Imaging Understanding and Analysis 2016, MIUA 2016, 6-8 July 2016,, 2016-7-6 - 2016-7-8, Loughbrough University.

Abaho, M, Bollegala, D ORCID: 0000-0003-4476-7003, Williamson, P ORCID: 0000-0001-9802-6636 and Dodd, S ORCID: 0000-0003-2851-3337 (2019) Correcting crowdsourced annotations to improve detection of outcome types in evidence based medicine. In: 4th International Workshop on Knowledge Discovery in Healthcare Data (KDH) at the 28th International Joint Conference on Artificial Intelligence, 2019-8-10 - 2019-8-16, Macao.

Al-Riyami, Said, Lisitsa, Alexei and Coenen, Frans ORCID: 0000-0003-1026-6649 (2022) Cross-Datasets Evaluation of Machine Learning Models for Intrusion Detection Systems. .

Aburawi, Nahla (2020) CryptDB Mechanism on Graph Databases. PhD thesis, University of Liverpool.

Huang, Daiyun (2022) DEEP LEARNING-BASED RNA MODIFICATION PREDICTION METHOD DEVELOPMENT. PhD thesis, University of Liverpool.

Qi, Jing ORCID: 0000-0003-2476-7620, Burnside, Girvan ORCID: 0000-0001-7398-1346 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2022) Data Augmentation for Pathology Prioritisation: An Improved LSTM-Based Approach. .

Almutairi, Nawal, Coenen, Frans ORCID: 0000-0003-1026-6649 and Dures, Keith (2018) Data Clustering using Homomorphic Encryption and Secure Chain Distance Matrices. .

Mandya, Angrosh, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Coenen, Frans ORCID: 0000-0003-1026-6649 and Atkinson, Katie ORCID: 0000-0002-5683-4106 (2018) A Dataset for Inter-Sentence Relation Extraction using Distant Supervision. .

Pratt, H (2019) Deep Learning for Diabetic Retinopathy Diagnosis & Analysis. PhD thesis, University of Liverpool.

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

Choubineh, Abouzar, Chen, Jie, Wood, David A, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2023) Deep ensemble learning for high-dimensional subsurface fluid flow modeling. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 126. p. 106968.

Celik, Numan ORCID: 0000-0003-1813-1036, O’Brien, Fiona, Brennan, Sean ORCID: 0000-0002-7604-9842, Rainbow, Richard D ORCID: 0000-0002-0532-1992, Dart, Caroline ORCID: 0000-0002-3509-8349, Zheng, Yalin ORCID: 0000-0002-7873-0922, Coenen, Frans ORCID: 0000-0003-1026-6649 and Barrett-Jolley, Richard ORCID: 0000-0003-0449-9972 (2020) Deep-Channel uses deep neural networks to detect single-molecule events from patch-clamp data. Communications Biology, 3 (1). pp. 1-10.

Celik, Numan ORCID: 0000-0003-1813-1036, O’Brien, Fiona, Brennan, Sean ORCID: 0000-0002-7604-9842, Rainbow, Richard ORCID: 0000-0002-0532-1992, Dart, Caroline ORCID: 0000-0002-3509-8349, Zheng, Yalin ORCID: 0000-0002-7873-0922, Coenen, Frans ORCID: 0000-0003-1026-6649 and Barrett-Jolley, Richard (2019) Deep-Channel uses deep neural networks to detect single-molecule events from patch-clamp data. BioRxiv. 767418-.

Alshdaifat, Esra'a, Coenen, Frans ORCID: 0000-0003-1026-6649 and Dures, Keith (2017) A Directed Acyclic Graph (DAG) Ensemble Classification Model: An Alternative Architecture for Hierarchical Classification. INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING, 13 (3). pp. 73-90.

Alshdaifat, Esra’a, Coenen, Frans ORCID: 0000-0003-1026-6649 and Dures, Keith (2015) A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification. In: AI-2015 Thirty-fifth SGAI International Conference on Artificial Intelligence, 2015-12-15 - 2015-12-17, Cambridge UK.

Shahzad, Ahmad (2022) Distributed graph partitioning to optimise collaborative filtering algorithms. PhD thesis, University of Liverpool.

Muhammad, Iqra, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Coenen, Frans ORCID: 0000-0003-1026-6649, Gamble, Carrol ORCID: 0000-0002-3021-1955, Kearney, Anna ORCID: 0000-0003-1404-3370 and Williamson, Paula ORCID: 0000-0001-9802-6636 (2021) Document Ranking for Curated Document Databases Using BERT and Knowledge Graph Embeddings: Introducing GRAB-Rank. .

Yan, Chao ORCID: 0000-0002-3133-1836, Coenen, Frans ORCID: 0000-0003-1026-6649 and Zhang, Bailing ORCID: 0000-0002-5472-2100 (2014) Driving Posture Recognition by Joint Application of Motion History Image and Pyramid Histogram of Oriented Gradients. International Journal of Vehicular Technology, 2014. pp. 1-11.

Cui, Xia ORCID: 0000-0002-1726-3814, Coenen, Frans ORCID: 0000-0003-1026-6649 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2017) Effect of Data Imbalance on Unsupervised Domain Adaptation of Part-of-Speech Tagging and Pivot Selection Strategies. .

Alhijailan, Hajar and Coenen, Frans ORCID: 0000-0003-1026-6649 (2019) Effective Frequent Motif Discovery for Long Time Series Classification: A Study using Phonocardiogram. In: 11th International Conference on Knowledge Discovery and Information Retrieval, 2019-9-17 - 2019-9-19.

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.

Al-Zeyadi, Mohammed Ghaiz (2018) Efficient and Effective Methodologies for Exploring and Prediction Movement Patterns in Large Networks. PhD thesis, University of Liverpool.

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 (2023) Electrocardiogram Two-Dimensional Motifs: A Study Directed at Cardio Vascular Disease Classification. In: Communications in Computer and Information Science. Communications in Computer and Information Science, 1842 C . Springer Nature Switzerland, pp. 3-27. ISBN 9783031434709

Alriyami, Said (2022) Evaluation Techniques for the Applications of Machine Learning in Cybersecurity. PhD thesis, University of Liverpool.

Qi, Jing ORCID: 0000-0003-2476-7620, Burnside, Girvan ORCID: 0000-0001-7398-1346, Charnley, Paul and Coenen, Frans ORCID: 0000-0003-1026-6649 (2021) Event-based Pathology Data Prioritisation: A Study using Multi-variate Time Series Classification. In: 13th International Conference on Knowledge Discovery and Information Retrieval, 2021-10-25 - 2021-10-27.

Guan, C (2017) Evolutionary and Swarm Algorithm Optimized Density- Based Clustering and Classification for Data Analytics. PhD thesis, University of Liverpool.

Tufail, Muhammad, Coenen, Frans ORCID: 0000-0003-1026-6649 and Mu, Tintin (2017) Extracting Movement Patterns from Video Data to Drive Multi-Agent Based Simulations. In: AAMAS (MABS-2016), 2017-5-4 - 2016-5-6, Singapore.

Bevany, R, Torrisiy, A, Bollegalay, D, Coeneny, F and Atkinsony, K (2019) Extracting supporting evidence from medical negligence claim texts. .

Xia, Yizhang, Zhang, Bailing and Coenen, Frans ORCID: 0000-0003-1026-6649 (2016) Face Occlusion Detection Using Deep Convolutional Neural Networks. International Journal of Pattern Recognition and Artificial Intelligence, 30 (09). p. 1660010.

Abdullahi, Fatimah B, Coenen, Frans ORCID: 0000-0003-1026-6649 and Martin, Russell ORCID: 0000-0002-7043-503X (2015) Finding Banded Patterns in Data: The Banded Pattern Mining Algorithm. In: Big Data Analytics and Knowledge Discovery, 2015-9-1 - 2015-9-4, Valencia, Spain.

Alharbi, Yassir ORCID: 0000-0001-6764-030X, Arribas-Bel, Daniel ORCID: 0000-0002-6274-1619 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2023) Forecasting the UN Sustainable Development Goals. In: Communications in Computer and Information Science. Communications in Computer and Information Science, 1854 C . Springer Nature Switzerland, pp. 88-110. ISBN 9783031373190

Choubineh, Abouzar, Chen, Jie, Wood, David A, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2023) Fourier Neural Operator for Fluid Flow in Small-Shape 2D Simulated Porous Media Dataset. ALGORITHMS, 16 (1). p. 24.

Mandya, Angrosh, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Coenen, Frans ORCID: 0000-0003-1026-6649 and Atkinson, Katie ORCID: 0000-0002-5683-4106 (2018) Frame-Based Semantic Patterns for Relation Extraction. In: Conference of the Pacific Association for Computational Linguistics (PACLING), 2017-8-16 - 2017-8-18, Myanmar.

Alshukri, Ayesh ORCID: 0000-0003-0852-2068, Coenen, Frans ORCID: 0000-0003-1026-6649, Li, Yang, Redfern, Andrew and Wong, Prudence WH (2014) A Framework for Brand Reputation Mining and Visualisation. In: The Thirty-fourth SGAI International Conference on Artificial Intelligence (SGAI).

Coenen, Frans ORCID: 0000-0003-1026-6649, Wang, Yining, Song, Zitao, Qian, Pin, Song, Sifan, Jiang, Zhengyong and Su, Jionglong (2022) From Deterministic to Stochastic: An Interpretable Stochastic Model-free Reinforcement Learning Framework for Portfolio Optimization. Applied Intelligence, 53 (12). pp. 15188-15203.

Alajlan, Saad ORCID: 0000-0001-7192-820X, Coenen, Frans ORCID: 0000-0003-1026-6649 and Mandya, Angrosh (2020) From Semi-automated to Automated Methods of Ontology Learning from Twitter Data. .

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.

Huang, Daiyun, Chen, Kunqi, Song, Bowen, Wei, Zhen, Su, Jionglong, Coenen, Frans ORCID: 0000-0003-1026-6649, de Magalhaes, Joao Pedro ORCID: 0000-0002-6363-2465, Rigden, Daniel J ORCID: 0000-0002-7565-8937 and Meng, Jia ORCID: 0000-0003-3455-205X (2022) Geographic encoding of transcripts enabled high-accuracy and isoform-aware deep learning of RNA methylation. NUCLEIC ACIDS RESEARCH, 50 (18). pp. 10290-10310.

Coenen, Frans ORCID: 0000-0003-1026-6649, Chen, Kunqi, Song, Bowen, Zhen, Wei, Huang, Daiyun, Su, Jionglong, de Magalhães, João Pedro, Rigden, Daniel and Meng, Jia (2022) Geographic encoding of transcripts enabled high-accuracy and isoform-aware deep learning of RNA methylation. Nucleic Acids Research.

Mandya, Angrosh, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2020) Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction. In: Proceedings of the 28th International Conference on Computational Linguistics, 2020-12 - 2020-12.

Sedeeq, Iman (2018) HTML Steganography Algorithms and Detection Methods. PhD thesis, University of Liverpool.

Ahmad Hijazi, Mohd Hanafi Image classification : a study in age-related macular degeneration screening. Doctor of Philosophy thesis, University of Liverpool.

Alshehri, Abdullah ORCID: 0000-0003-0008-9394, Coenen, Frans ORCID: 0000-0003-1026-6649 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2018) Iterative Keystroke Continuous Authentication: A Time Series Based Approach. KUNSTLICHE INTELLIGENZ, 32 (4). pp. 231-243.

Dong, Hang ORCID: 0000-0001-6828-6891, Wang, Wei, Huang, Kaizhu and Coenen, Frans ORCID: 0000-0003-1026-6649 (2019) Joint Multi-Label Attention Networks for Social Text Annotation. In: Proceedings of the 2019 Conference of the North, 2019-6 - 2019-6, Minneapolis, USA.

Elnaggar, Omar, Arelhi, Roselina, Coenen, Frans ORCID: 0000-0003-1026-6649, Hopkinson, Andrew, Mason, Lyndon ORCID: 0000-0002-0371-3183 and Paoletti, Paolo ORCID: 0000-0001-6131-0377 (2023) KIDS: kinematics-based (in)activity detection and segmentation in a sleep case study. [Preprint]

Alshehri, Abdullah ORCID: 0000-0003-0008-9394 (2018) Keyboard Usage Recognition: A Study in Pattern Mining and Prediction in the Context of Impersonation. Doctor of Philosophy thesis, University of Liverpool.

Dong, Hang ORCID: 0000-0001-6828-6891, Wang, Wei, Coenen, Frans ORCID: 0000-0003-1026-6649 and Huang, Kaizhu (2020) Knowledge Base Enrichment by Relation Learning from Social Tagging Data. Information Sciences, 526. pp. 203-220.

Dong, Hang ORCID: 0000-0001-6828-6891, Wang, Wei and Coenen, Frans ORCID: 0000-0003-1026-6649 (2018) Learning Relations from Social Tagging Data. .

Cui, Xia ORCID: 0000-0002-1726-3814 (2020) Learning Transferable Features for Unsupervised Domain Adaptation in Natural Language Processing. PhD thesis, University of Liverpool.

Dong, Hang ORCID: 0000-0001-6828-6891 (2020) Learning and Leveraging Structured Knowledge from User-Generated Social Media Data. PhD thesis, University of Liverpool.

Salah, Zaher Machine learning and sentiment analysis approaches for the analysis of Parliamentary debates. PhD thesis, University of Liverpool.

Muhammad, Iqra, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Coenen, Frans ORCID: 0000-0003-1026-6649, Gamble, Carol ORCID: 0000-0002-3021-1955, Kearney, Anna ORCID: 0000-0003-1404-3370 and Williamson, Paula ORCID: 0000-0001-9802-6636 (2020) Maintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience. .

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Leigh, Simon, Mehta, Bimal, Dummer, Lillian, Aird, Harriet, McSorley, Sinead, Oseyenum, Venessa, Cumbers, Anna, Ryan, Mary, Edwardson, Karl, Johnston, Phil et al (show 5 more authors) , Robinson, Jude ORCID: 0000-0001-5491-4893, Coenen, Frans ORCID: 0000-0003-1026-6649, Taylor-Robinson, David ORCID: 0000-0002-5828-7724, Niessen, Louis W and Carrol, Enitan D ORCID: 0000-0001-8357-7726 (2021) Management of non-urgent paediatric emergency department attendances by GPs: a retrospective observational study. BRITISH JOURNAL OF GENERAL PRACTICE, 71 (702). E22-E30.

Wang, Yue, Chen, Kunqi, Wei, Zhen, Coenen, Frans ORCID: 0000-0003-1026-6649, Su, Jionglong and Meng, Jia ORCID: 0000-0003-3455-205X (2021) MetaTX: deciphering the distribution of mRNA-related features in the presence of isoform ambiguity, with applications in epitranscriptome analysis. BIOINFORMATICS, 37 (9). pp. 1285-1291.

Vo, Bay, Le, Tuong, Coenen, Frans ORCID: 0000-0003-1026-6649 and Hong, Tzung-Pei (2016) Mining frequent itemsets using the N-list and subsume concepts. International Journal of Machine Learning and Cybernetics, 7 (2). pp. 253-265.

Alshukri, Ayesh ORCID: 0000-0003-0852-2068 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2017) Mining the information architecture of the WWW using automated website boundary detection. WEB INTELLIGENCE, 15 (4). pp. 269-290.

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. .

Alhijailan, Hajar and Coenen, Frans ORCID: 0000-0003-1026-6649 (2019) Motif Discovery in Long Time Series: Classifying Phonocardiograms. In: British Computer Society AI'19, 2019-12-17 - 2019-9-19, Cambridge.

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.

Chaimontree, Santhana Multi-agent data mining with negotiation: a study in multi-agent based clustering. Doctor of Philosophy thesis, University of Liverpool.

Chen, Qi, Wang, Wei, Huang, Kaizhu, De, Suparna and Coenen, Frans ORCID: 0000-0003-1026-6649 (2020) Multi-modal Adversarial Training for Crisis-related Data Classification on Social Media. In: 2020 IEEE International Conference on Smart Computing (SMARTCOMP), 2020-9-14 - 2020-9-17.

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.

Aldhobaie, Ghadah Yousf A (2023) Multimorbidity and Polypharmacy: A Health Informatics Approach. Master of Philosophy thesis, University of Liverpool.

Song, Sifan ORCID: 0000-0002-7940-650X, Huang, Daiyun, Hu, Yalun, Yang, Chunxiao, Meng, Jia ORCID: 0000-0003-3455-205X, Ma, Fei ORCID: 0000-0001-6099-480X, Coenen, Frans ORCID: 0000-0003-1026-6649, Zhang, Jiaming and Su, Jionglong (2021) A Novel Application of Image-to-Image Translation: Chromosome Straightening Framework by Learning from a Single Image. In: 2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2021-10-23 - 2021-10-25.

Abdullahi, Fatimah Binta, Coenen, Frans ORCID: 0000-0003-1026-6649 and Martin, Russell ORCID: 0000-0002-7043-503X (2014) A Novel Approach for Identifying Banded Patterns in Zero-One Data Using Column and Row Banding Scores. In: Machine Learning and Data Mining in Pattern Recognition, 2014-7-21 - 2014-7-24, St. Petersburg, Russia.

Al-Zeyadi, Mohammed, Coenen, Frans ORCID: 0000-0003-1026-6649 and Lisitsa, Alexei (2017) On The Mining and Usage of Movement Patterns in Large Traffic Networks. In: 2017 IEEE International Conference on Big Data and Smart Computing (BigComp), 2017-2-13 - 2017-2-16.

Garcia Constantino, Matias On the use of text classification methods for text summarisation. Doctor of Philosophy thesis, University of Liverpool.

Zhang, Yungang, Zhang, Bailing, Coenen, Frans ORCID: 0000-0003-1026-6649, Xiao, Jimin and Lu, Wenjin (2014) One-class kernel subspace ensemble for medical image classification. EURASIP Journal on Advances in Signal Processing, 2014 (1). 17-.

Alajlan, Saad ORCID: 0000-0001-7192-820X, Coenen, Frans ORCID: 0000-0003-1026-6649, Konev, Boris ORCID: 0000-0002-6507-0494 and Mandya, Angrosh (2019) Ontology Learning from Twitter Data. In: 11th International Conference on Knowledge Engineering and Ontology Development, 2019-9-17 - 2019-9-19.

Muhammad, Iqra, Kearney, Anna ORCID: 0000-0003-1404-3370, Gamble, Carrol ORCID: 0000-0002-3021-1955, Coenen, Frans ORCID: 0000-0003-1026-6649 and Williamson, Paula ORCID: 0000-0001-9802-6636 (2020) Open Information Extraction for Knowledge Graph Construction. .

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

Almutairi, Nawal, Coenen, Frans ORCID: 0000-0003-1026-6649 and Dures, Keith (2023) PPNNBP: A Third Party Privacy-Preserving Neural Network With Back-Propagation Learning. IEEE ACCESS, 11. pp. 31657-31675.

Guan, Chun, Yuen, Kevin Kam Fung ORCID: 0000-0003-1497-2575 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2019) Particle swarm Optimized Density-based Clustering and Classification: Supervised and unsupervised learning approaches. Swarm and Evolutionary Computation, 44. pp. 876-896.

Qi, Jing ORCID: 0000-0003-2476-7620, Burnside, Girvan ORCID: 0000-0001-7398-1346 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2022) Pathology Data Prioritisation: A Study Using Multi-variate Time Series. .

Qi, Jing ORCID: 0000-0003-2476-7620, Burnside, Girvan ORCID: 0000-0001-7398-1346 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2023) Pathology Data Prioritisation: A Study of Using Multi-variate Time Series. .

Aljuboori, Ahmed S, Coenen, Frans ORCID: 0000-0003-1026-6649, Nsaif, Mohammed and Parsons, David J (2018) Performance of Case-Based Reasoning Retrieval Using Classification Based on Associations versus Jcolibri and FreeCBR: A Further Validation Study. .

Dittakan, Kwankamon, Coenen, Frans ORCID: 0000-0003-1026-6649, Christley, Rob ORCID: 0000-0001-9250-3032 and Wardeh, Maya ORCID: 0000-0002-2316-5460 (2013) Population Estimation Mining Using Satellite Imagery. In: DaWaK'13, University of Prague.

Nohuddin, Puteri Predictive trend mining for social network analysis. Doctor of Philosophy thesis, University of Liverpool.

Almutairi, Nawal (2020) Privacy Preserving Third Party Data Mining Using Cryptography. PhD thesis, University of Liverpool.

Choubineh, Abouzar, Chen, Jie, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2023) A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, 23 (1).

Coenen, Frans ORCID: 0000-0003-1026-6649, Muhammad, Iqra, Gamble, Carrol ORCID: 0000-0002-3021-1955, Kearney, Anna ORCID: 0000-0003-1404-3370 and Williams, Paula (2022) Query Resolution of Literature Knowledge Graphs using Hybrid Document Embeddings. .

Aburawi, Nahla, Lisitsa, Alexei and Coenen, Frans ORCID: 0000-0003-1026-6649 (2018) Querying Encrypted Graph Databases. In: 4th International Conference on Information Systems Security and Privacy, 2018-1-22 - 2018-1-24.

Qi, Jing ORCID: 0000-0003-2476-7620, Burnside, Girvan ORCID: 0000-0001-7398-1346 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2021) Ranking Pathology Data in the Absence of a Ground Truth. .

Coenen, Frans ORCID: 0000-0003-1026-6649, Hu, Shu-Ying, Wang, Qiu-Feng, Huang, Kaizhu and Wen, Min (2022) Retrieval-Based Language Model Adaptation for Handwritten Chinese Text Recognition. International Journal on Document Analysis and Recognition (IJDAR), 26 (2). pp. 109-119.

Coenen, Frans ORCID: 0000-0003-1026-6649, Wang, Yue, Meng, Jia ORCID: 0000-0003-3455-205X, Wei, Zhen and Su, Jionglong (2023) RgnTX: colocalization analysis of transcriptome elements in the presence of isoform heterogeneity and ambiguity. Computational and Structural Biotechnology Journal, 21. pp. 4110-4117.

Qian, Rongqiang, Liu, Qianyu, Yue, Yong, Coenen, Frans ORCID: 0000-0003-1026-6649 and Zhang, Bailing (2016) Road Surface Traffic Sign Detection with Hybrid Region Proposal and Fast R-CNN. In: 2016 12th International Conference on Natural Computation and 13th Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2016-8-13 - 2016-8-15.

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Song, Sifan ORCID: 0000-0002-7940-650X, Wang, Jinfeng, Cheng, Fengrui, Cao, Qirui, Zuo, Yihan, Lei, Yongteng, Yang, Ruomai, Yang, Chunxiao, Coenen, Frans ORCID: 0000-0003-1026-6649, Meng, Jia ORCID: 0000-0003-3455-205X et al (show 2 more authors) , Dang, Kang and Su, Jionglong (2023) A Robust Framework of Chromosome Straightening With Vit-Patch Gan. In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023-4-18 - 2023-4-21.

Dong, Hang ORCID: 0000-0001-6828-6891, Wang, Wei and Coenen, Frans ORCID: 0000-0003-1026-6649 (2018) Rules for Inducing Hierarchies from Social Tagging Data. .

Dittakan, Kwankamon, Coenen, Frans ORCID: 0000-0003-1026-6649 and Christley, Rob ORCID: 0000-0001-9250-3032 (2013) Satellite Image Mining for Census Collection: A Comparative Study with Respect to the Ethiopian Hinterland. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7988 L (260-27). pp. 260-274.

Williams, Richard, Konev, Boris ORCID: 0000-0002-6507-0494 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2015) Scalable Distributed Collaborative Tracking and Mapping with Micro Aerial Vehicles. In: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2015-9-28 - 2015-10-2, Hamburg.

Coenen, Frans ORCID: 0000-0003-1026-6649, Aldosari, Hanadi, Lip, Gregory ORCID: 0000-0002-7566-1626 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) Scanned ECG Arrhythmia Classification Using a Pre-trained Convolutional Neural Network as a Feature Extractor. .

Almutairi, Nawal, Coenen, Frans ORCID: 0000-0003-1026-6649 and Dures, Keith (2020) Secure Outsourced kNN Data Classification over Encrypted Data Using Secure Chain Distance Matrices. .

Coenen, Frans ORCID: 0000-0003-1026-6649 and Nawal, Almutairi (2020) Secure Third Party Data Clustering Using SecureCL, Φ-Data and Multi-User Order Preserving Encryption. Expert Systems, 38 (7).

Vincent-Paulraj, Alexandar, Burnside, Girvan ORCID: 0000-0001-7398-1346, Coenen, Frans ORCID: 0000-0003-1026-6649, Pirmohamed, Munir ORCID: 0000-0002-7534-7266 and Walker, Lauren ORCID: 0000-0002-3827-4387 (2021) Sequential Association Rule Mining Revisited: A Study Directed at Relational Pattern Mining for Multi-morbidity. .

Alshehri, Mohammed (2022) Six Approaches to Enhancing the Efficiency of Dynamic Time Warping: A Study Using Nearest Neighbour Classification. Doctor of Philosophy thesis, University of Liverpool.

Elnaggar, Omar, Coenen, Frans ORCID: 0000-0003-1026-6649, Hopkinson, Andrew, Mason, Lyndon ORCID: 0000-0002-0371-3183 and Paoletti, Paolo ORCID: 0000-0001-6131-0377 (2023) Sleep posture one-shot learning framework based on extremity joint kinematics: In-silico and in-vivo case studies. INFORMATION FUSION, 95. pp. 215-236.

Hijazi, Ahmad and Coenen, Frans ORCID: 0000-0003-1026-6649 (2023) Social Media Sentiment Analysis and Opinion Mining in Public Security: Taxonomy, Trend Analysis, Issues and Future Directions. Journal of King Saud University: Computer and Information Sciences, 35 (9). p. 101776.

Alshehri, Abdullah ORCID: 0000-0003-0008-9394, Coenen, Frans ORCID: 0000-0003-1026-6649 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2018) Spectral Analysis of Keystroke Streams: Towards Effective Real-time Continuous User Authentication. In: 4th International Conference on Information Systems Security and Privacy, 2018-1-22 - 2018-1-24.

Coenen, Frans ORCID: 0000-0003-1026-6649, Penalva, Mariluz, Nguyen, Anh, Chen, Du and Yang, Hi (2023) Spring Back Prediction Using Gated Recurrent Unit and Data Augmentation. .

Wang, Yue (2023) Statistical and Deep Learning Approaches for Characterizing RNA Modification with respect to RNA Sequence, Functional Component and Gene Structure. PhD thesis, University of Liverpool.

Alharbi, Yassir ORCID: 0000-0001-6764-030X, Arribas-Be, Daniel and Coenen, Frans ORCID: 0000-0003-1026-6649 (2019) Sustainable Development Goal Attainment Prediction: A Hierarchical Framework using Time Series Modelling. In: 11th International Conference on Knowledge Discovery and Information Retrieval, 2019-9-17 - 2019-9-19.

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, Alharbi, Yassir ORCID: 0000-0001-6764-030X and Arribas-Bel, Daniel ORCID: 0000-0002-6274-1619 (2020) Sustainable Development Goal Relational Modelling: Introducing the SDG-CAP Methodology. In: International Conference on Big Data Analytics and Knowledge Discovery, 2020-9-14 - 2020-9-17, Bratislava, Slovakia.

Alharbi, Yassir ORCID: 0000-0001-6764-030X (2023) Sustainable Development Goals Attainment Prediction: A Hierarchical Framework using Time Series Modelling. Doctor of Philosophy thesis, University of Liverpool.

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.

Almutairi, Nawal, Coenen, Frans ORCID: 0000-0003-1026-6649 and Dures, Keith (2018) Third Party Data Clustering Over Encrypted Data Without Data Owner Participation: Introducing the Encrypted Distance Matrix. .

Neill, JO, Bollegala, D ORCID: 0000-0003-4476-7003, Radford, AD ORCID: 0000-0002-4590-1334 and Noble, PJ (2019) Tick parasitism classification from noisy medical records. In: 4th International Workshop on Knowledge Discovery in Healthcare Data (KDH) at the 28th International Joint Conference on Artificial Intelligence, 2019-8-10 - 2019-6-16, Macao.

Alshehri, Abdullah ORCID: 0000-0003-0008-9394, Coenen, Frans ORCID: 0000-0003-1026-6649 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2016) Towards Keystroke Continuous Authentication Using Time Series Analytics. In: Artificial Intelligence 2016, 2016-9-12 - 2016-12-14, Cambridge.

Qian, Rong-Qiang, Yue, Yong, Coenen, Frans ORCID: 0000-0003-1026-6649 and Zhang, Bai-Ling (2016) Traffic sign recognition using visual attribute learning and convolutional neural network. In: 2016 International Conference on Machine Learning and Cybernetics (ICMLC), 2016-7-10 - 2016-7-13.

Aburawi, Nahla, Coenen, Frans ORCID: 0000-0003-1026-6649 and Lisitsa, Alexei (2018) Traversal-aware Encryption Adjustment for Graph Databases. In: 7th International Conference on Data Science, Technology and Applications, 2018-7-26 - 2018-7-28, Porto, Portugal.

Coenen, Frans ORCID: 0000-0003-1026-6649, Ye, Ruijie, Hu, Huafeng, Thiyagalingam, Jeyarajan and Su, Jionglong (2023) Triple-kernel Gated Attention-based Multiple Instance Learning with Contrastive Learning for Medical Image Analysis. Applied Intelligence, 53 (17). pp. 1-16.

Aldosari, Hanadi, Coenen, Frans ORCID: 0000-0003-1026-6649, Lip, Gregory ORCID: 0000-0002-7566-1626 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) Two-dimensional Motif Extraction from Images: A Study using an Electrocardiogram. In: 14th International Conference on Knowledge Discovery and Information Retrieval, 2022-10-24 - 2022-10-26.

Al-Zeyadi, Mohammed, Coenen, Frans ORCID: 0000-0003-1026-6649 and Lisitsa, Alexei (2017) User-to-User Recommendation using the Concept of Movement Patterns: A Study using a Dating Social Network. In: 9th International Conference on Knowledge Discovery and Information Retrieval, 2017-11-1 - 2017-11-3.

Muhammad, Iqra (2022) Using Knowledge Graphs to enhance the utility of Curated Document Databases. Doctor of Philosophy thesis, University of Liverpool.

Yan, Chao, Coenen, Frans ORCID: 0000-0003-1026-6649, Yue, Yong, Yang, Xiaosong and Zhang, Bailing (2016) Video-Based Classification of Driving Behavior Using a Hierarchical Classification System with Multiple Features. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 30 (5). p. 1650010.

Albarrak, Abdulrahman, Coenen, Frans ORCID: 0000-0003-1026-6649 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2017) Volumetric image classification using homogeneous decomposition and dictionary learning: A study using retinal optical coherence tomography for detecting age-related macular degeneration. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 55. pp. 113-123.

Huang, Daiyun, Song, Bowen, Wei, Jingjue, Su, Jionglong, Coenen, Frans ORCID: 0000-0003-1026-6649 and Meng, Jia ORCID: 0000-0003-3455-205X (2021) Weakly supervised learning of RNA modifications from low-resolution epitranscriptome data. In: 29th Intelligent Systems for Molecular Biology and 20th International Society for Computational Biology (ISMB-ISCB) joint conference, England.

Alshukri, Ayesh ORCID: 0000-0003-0852-2068 Website boundary detection via machine learning. Doctor of Philosophy thesis, University of Liverpool.

Leigh, Simon, Robinson, Jude ORCID: 0000-0001-5491-4893, Yeung, Shunmay, Coenen, Frans ORCID: 0000-0003-1026-6649, Carrol, Enitan D ORCID: 0000-0001-8357-7726 and Niessen, Louis W (2020) What matters when managing childhood fever in the emergency department? A discrete-choice experiment comparing the preferences of parents and healthcare professionals in the UK. ARCHIVES OF DISEASE IN CHILDHOOD, 105 (8). pp. 765-771.

Chen, Qi, Wang, Wei, Huang, Kaizhu and Coenen, Frans ORCID: 0000-0003-1026-6649 (2022) Zero-Shot Text Classification via Knowledge Graph Embedding for Social Media Data. IEEE INTERNET OF THINGS JOURNAL, 9 (12). pp. 9205-9213.

Cui, Xia ORCID: 0000-0002-1726-3814, Al-Bazzaz, Noor, Bollegala, Danushka and Coenen, Frans (2018) A comparative study of pivot selection strategies for unsupervised cross-domain sentiment classification. KNOWLEDGE ENGINEERING REVIEW, 33. e5-e5.

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Leigh, Simon, Grant, Alison, Murray, Nicola, Faragher, Brian, Desai, Henal, Dolan, Samantha, Cabdi, Naeema, Murray, James B, Rejaei, Yasmin, Stewart, Stephanie et al (show 7 more authors) , Edwardson, Karl, Dean, Jason, Mehta, Bimal, Yeung, Shunmay, Coenen, Frans ORCID: 0000-0003-1026-6649, Niessen, Louis W and Carrol, Enitan D ORCID: 0000-0001-8357-7726 (2019) The cost of diagnostic uncertainty: a prospective economic analysis of febrile children attending an NHS emergency department. BMC Medicine, 17 (1). 48-.

Mandya, Angrosh, O'Neill, James, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2020) <i>Do not let the history haunt you</i> - Mitigating Compounding Errors in Conversational Question Answering. In: 12th International Conference on Language Resources and Evaluation, 2020-5-13 - 2020-4-15, Marseille.

Choubineh, Abouzar, Chen, Jie, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2022) An innovative application of deep learning in multiscale modeling of subsurface fluid flow: Reconstructing the basis functions of the mixed GMsFEM. Journal of Petroleum Science and Engineering, 216. p. 110751.

Choubineh, Abouzar, Chen, Jie ORCID: 0000-0003-1036-007X, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2022) An innovative application of deep learning in multiscale modeling of subsurface fluid flow: Reconstructing the basis functions of the mixed GMsFEM. Journal of Petroleum Science and Engineering, 216. 110751 - 110751.

Khan, Muhamad S, Coenen, Frans ORCID: 0000-0003-1026-6649, Dixon, Clare ORCID: 0000-0002-4610-9533, El-Salhi, Subhieh, Penalva, Mariluz and Rivero, Asun (2015) An intelligent process model: predicting springback in single point incremental forming. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 76 (9-12). pp. 2071-2082.

Elnaggar, Omar, Arelhi, Roselina, Coenen, Frans ORCID: 0000-0003-1026-6649, Hopkinson, Andrew, Mason, Lyndon ORCID: 0000-0002-0371-3183 and Paoletti, Paolo ORCID: 0000-0001-6131-0377 (2023) An interpretable framework for sleep posture change detection and postural inactivity segmentation using wrist kinematics. Scientific reports, 13 (1). 18027-.

Albashiri, KA, Coenen, F ORCID: 0000-0003-1026-6649 and Leng, P (2012) An investigation into the issues of multi-agent data mining. Doctor of Philosophy thesis, University of Liverpool.

Chua, Stephanie Hui Li An investigation into the use of negation in Inductive Rule Learning for text classification. Doctor of Philosophy thesis, University of Liverpool.

Atkinson, Katie ORCID: 0000-0002-5683-4106, Coenen, Frans ORCID: 0000-0003-1026-6649, Goddard, Phil, Payne, Terry R ORCID: 0000-0002-0106-8731 and Riley, Luke (2016) nDrites: Enabling Laboratory Resource Multi-agent Systems. In: 4th International Workshop on Engineering Multi-Agent Systems, Singapore.

Leigh, Simon (2022) The socio-economic value of diagnostic innovation - managing paediatric fever in the Emergency Department. PhD thesis, University of Liverpool.

Jiang, Chuntao, Coenen, Frans ORCID: 0000-0003-1026-6649 and Zito, Michele (2013) A survey of frequent subgraph mining algorithms. KNOWLEDGE ENGINEERING REVIEW, 28 (1). pp. 75-105.

Tan, Choon Beng, Hijazi, Mohd Hanafi Ahmad, Khamis, Norazlina, Nohuddin, Puteri Nor Ellyza binti, Zainol, Zuraini, Coenen, Frans ORCID: 0000-0003-1026-6649 and Gani, Abdullah (2021) A survey on presentation attack detection for automatic speaker verification systems: State-of-the-art, taxonomy, issues and future direction. Multimedia Tools and Applications, 80 (21-23). pp. 32725-32762.