Publications
- Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation
Vianna Lordelo C Benetos E Dixon S Ahlbäck S Ohlsson P
IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers vol. 28, 81-85.
18-12-2020 - Randomized Overdrive Neural Networks
Steinmetz CJ Reiss JD
4th Workshop on Machine Learning for Creativity and Design at NeurIPS 2020 12 Dec 2020.
12-12-2020 - Causal Bayesian Networks for Medical Diagnosis: A Case Study in Rheumatoid Arthritis
Fahmi A MacBrayne A Kyrimi E McLachlan S Humby F Marsh W Pitzalis C
2020 IEEE International Conference on Healthcare Informatics (ICHI). vol. 00, 1-7.
03-12-2020 - From Personalised Predictions to Targeted Advice: Improving Self-Management in Rheumatoid Arthritis
Fahmi A Soyel H Marsh DWR Curzon P Macbrayne A Humby F
Integrated Citizen Centered Digital Health and Social Care 26 Nov 2020 - 27 Nov 2020.
25-11-2020 - From Personalised Predictions to Targeted Advice: Improving Self-Management in Rheumatoid Arthritis.
Fahmi A Soyel H Marsh W Curzon P MacBrayne A Humby F
Studies in Health Technology and Informatics, Ios Press vol. 275, 62-66.
23-11-2020 - Managing Infrastructure Asset: Bayesian Networks for Inspection and Maintenance Decisions Reasoning and Planning
Zhang H Marsh DWR
Reliability Engineering and System Safety, Elsevier vol. 207, 107328-107328.
21-11-2020 - Analysing Affective Behavior in the First ABAW 2020 Competition
Kollias D Schulc A Zafeiriou S
2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020). vol. 00, 637-643.
20-11-2020 - Learning Bayesian networks from demographic and health survey data.
Kitson NK Constantinou AC
Journal of Biomedical Informatics, Elsevier
17-11-2020 - AC-SUM-GAN: Connecting Actor-Critic and Generative Adversarial Networks for Unsupervised Video Summarization
Apostolidis E Adamantidou E Metsai A Mezaris V Patras I
IEEE Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers
16-11-2020 - Data augmentation for automated pest classification in Mango farms
Kusrini K Suputa S Setyanto A Agastya IMA Priantoro H Chandramouli K Izquierdo E
Computers and Electronics in Agriculture vol. 179
16-11-2020 - Using structural equation modelling in routine clinical data: Depression, diabetes, and use of Accident & Emergency (Preprint)
Ronaldson A Freestone MC Zhang H Marsh W Bhui K
JMIR Medical Informatics
07-11-2020 - Managing Knowledge in Computational Models for Global Food, Nutrition and Health Technologies
Dube K McLachlan S Zanamwe N
2020 IEEE Global Humanitarian Technology Conference (GHTC). vol. 00, 1-8.
01-11-2020 - Adaptive Aggregated Tracklet Linking for Multi-Face Tracking
Arachchilage SW Izquierdo E
2020 IEEE International Conference on Image Processing (ICIP). vol. 00, 1366-1370.
28-10-2020 - The Sense of Auditory Presence in a Choir for Virtual Reality
Bryce L Sandler M Serafin S Andersen L
149th Conference of the Audio Engineering Society New York.
25-10-2020 - User Evaluation of Mobile based Smart Mango Pest Identification
Kusrini Suputa Setyanto A Agastya IMA Priantoro H Fadlurahman Chandramouli K
2020 8th International Conference on Cyber and IT Service Management (CITSM). vol. 00, 1-7.
24-10-2020 - An Exploratory Study on Perceptual Spaces of
the Singing Voice
O'Connor B Dixon S Fazekas G
The 2020 Joint Conference on AI Music Creativity Proceedings of the 2020 Joint Conference on AI Creativity 19 Oct 2020 - 23 Oct 2020. vol. 1 (1)
19-10-2020 - Approximate learning of high dimensional Bayesian network structures via pruning of Candidate Parent Sets.
Guo Z Constantinou AC
Entropy, Mdpi Ag vol. 22 (10)
10-10-2020 - Exploring Augmented Reality as Craft Material
Edlin L Yuanyuan L Bryan-Kinns N Reiss J
HCI International 2020.
08-10-2020 - Studying General Agents in Video Games from the Perspective of Player Experience
Guerrero Romero C Kumari S Deterding S
AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment.
01-10-2020 - Bayesian network structure learning with causal effects in the presence of latent variables.
Chobtham K Constantinou AC
In Proceedings of The 10th International Conference on Probabilistic Graphical Models (Pgm-2020), Aalborg, Denmark
23-09-2020 - Learning Frame Similarity using Siamese networks
for Audio-to-Score Alignment
Agrawal R Dixon S
2020 28th European Signal Processing Conference Amsterdam, The Netherlands.
15-09-2020 - Bridging Generative Deep Learning and Computational Creativity
Berns S
International Conference on Computational Creativity 7 Sep 2020 - 11 Sep 2020.
07-09-2020 - Spectral and Temporal Timbral Cues of Vocal Imitations of Drum Sounds
Delgado Luezas A Saitis C Sandler M
2nd International Conference on Timbre.
04-09-2020 - Stratega - A General Strategy Games Framework
Perez-Liebana D Jeurissen D
AIIDE-20 Workshop on Artificial Intelligence for Strategy Games (2020).
02-09-2020 - The importance of temporal information in Bayesian network structure learning
Constantinou A
Expert Systems With Applications, Elsevier vol. 164
17-08-2020 - Exploiting Multi-CNN Features in CNN-RNN Based Dimensional Emotion Recognition on the OMG in-the-Wild Dataset
Kollias D
IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers (IEEE) vol. 12 (3), 595-606.
04-08-2020 - Multi-state deterioration prediction for infrastructure asset: Learning from uncertain data, knowledge and similar groups
Zhang H Marsh DWR
Information Sciences, Elsevier vol. 529, 197-213.
01-08-2020 - Variation of picture angles and its effect on the Concealed Information Test
Hsu A Lo Y-H Ke S-C Lin L Tseng P
Cognitive Research: Principles and Implications, Springer Nature vol. 5 (1)
31-07-2020 - Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention
Demirel E Ahlbäck S Dixon S
2020 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-8.
24-07-2020 - Reliable Local Explanations for Machine Listening
MISHRA S Benetos E Sturm B Dixon S
International Joint Conference on Neural Networks (IJCNN) Glasgow, UK 19 Jul 2020 - 24 Jul 2020.
19-07-2020 - Cloud-smart Musical Instrument Interactions
Turchet L Pauwels J Fischione C Fazekas G
Acm Transactions on Internet of Things vol. 1 (3), 1-29.
14-07-2020 - Distortion-Free Video Stabilization
Ito MS Izquierdo E
2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). vol. 00, 1-4.
10-07-2020 - Analytic Simplification of Neural Network Based Intra-Prediction Modes For Video Compression
Santamaria M Blasi S Izquierdo E Mrak M
2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). vol. 00, 1-4.
10-07-2020 - Predicting the Outcome of Limb Revascularization in Patients With Lower-extremity Arterial Trauma: Development and External Validation of a Supervised Machine-learning Algorithm to Support Surgical Decisions.
Perkins ZB Yet B Sharrock A Rickard R Marsh W Rasmussen TE Tai NRM
Annals of Surgery, Wolters Kluwer vol. 272 (4), 564-572.
09-07-2020 - Learning Bayesian Networks That Enable Full Propagation of Evidence
Constantinou AC
IEEE Access vol. 8, 124845-124856.
08-07-2020 - Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling
Stoller D Tian M Ewert S Dixon S
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence., 2893-2900.
01-07-2020 - Physical security detectors for critical infrastructures against new-age threat of drones and human intrusion
Zhang X Chandramouli K Gabrijelcic D Zahariadis T Giunta G
2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020.
01-07-2020 - Infant High-Grade Gliomas Comprise Multiple Subgroups Characterized by Novel Targetable Gene Fusions and Favorable Outcomes
Clarke M Mackay A Ismer B Pickles JC Tatevossian RG Newman S Bale TA Stoler I et al.
Cancer Discovery, American Association For Cancer Research (Aacr) vol. 10 (7), 942-963.
01-07-2020 - Medical idioms for clinical Bayesian network development
Kyrimi E Raniere Neves M Mclachlan S Neil M Marsh W Fenton N
Journal of Biomedical Informatics, Elsevier
30-06-2020 - Deep-learned faces: a survey
K. Wickrama Arachchilage SP Izquierdo E
Eurasip Journal on Image and Video Processing, Springer Nature vol. 2020 (1)
29-06-2020 - Identifying master violinists using note-level audio features
Zhao Y Fazekas G Sandler M
17th Sound and Music Computing Conference 24 Jun 2020 - 27 Jun 2020. vol. 2020-June, 185-192.
24-06-2020 - NTIRE 2020 Challenge on Image Demoireing: Methods and Results
Yuan S Timofte R Leonardis A Slabaugh G Luo X Zhang J Qu Y Hong M et al.
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 1882-1893.
19-06-2020 - Efficient Context-Aware Lossy Image Compression
Xu J Lytchier A Kollias D Besenbruch C
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 552-554.
19-06-2020 - Microphone Array Geometries for Horizontal Spatial Audio Object Capture With Beamforming
Galindo MB Coleman P Jackson P
Journal of The Audio Engineering Society, Audio Engineering Society vol. 68 (5), 324-337.
17-06-2020 - Publisher Correction: Resonance locking in giant planets indicated by the rapid orbital expansion of Titan
Lainey V Casajus LG Fuller J Zannoni M Tortora P Cooper N Murray C Modenini D et al.
Nature Astronomy, Springer Science and Business Media Llc vol. 4 (8), 809-809.
16-06-2020 - Predicting length of stay in hospital using electronic records available at the time of admission
Wilk M Marsh DW de Freitas S Prowle J
Studies in Health Technology and Informatics vol. 270, 377-381.
16-06-2020 - Data Visualisation in Midwifery: The Challenge of Seeing what Datasets Hide
Daley BJ Kyrimi E Dube K Fenton NE Hitman GA
Studies in Health Technology and Informatics, Ios Press vol. 270, 1239-1240.
16-06-2020 - Video Super-resolution with Temporal Group Attention
Isobe T Li S Jia X Yuan S Slabaugh G Xu C Li Y-L Wang S et al.
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). vol. 00, 8005-8014.
13-06-2020 - Image Demoireing with Learnable Bandpass Filters
Zheng B Yuan S Slabaugh G Leonardis A
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). vol. 00, 3633-3642.
13-06-2020 - Bayesian networks in healthcare: Distribution by medical condition
McLachlan S Dube K Hitman GA Fenton NE
Artificial Intelligence in Medicine, Elsevier Bv vol. 107, 101912-101912.
12-06-2020 - Resonance locking in giant planets indicated by the rapid orbital expansion of Titan
Lainey V Casajus LG Fuller J Zannoni M Tortora P Cooper N Murray C Modenini D et al.
Nature Astronomy, Springer Science and Business Media Llc vol. 4 (11), 1053-1058.
08-06-2020 - Managing Knowledge in Computational Models for Global Food, Nutrition and Health Technologies
Dube K Zanamwe N Kyrimi E Thomson JS
, Cold Spring Harbor Laboratory
05-06-2020 - Real-Time Sound Synthesis of Audience Applause
Lee J Reiss J
Journal of The Audio Engineering Society, Audio Engineering Society vol. 68 (4), 261-272.
12-05-2020 - The Fifthnet Chroma Extractor
Hanlon KO Sandler MB
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 3752-3756.
08-05-2020 - Standardising Clinical Caremaps: Model, Method and Graphical Notation for Caremap Specification
McLachlan S Kyrimi E Dube K
2th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019) - Volume 5: HEALTHINF Prague 22 Feb 2019 - 24 Feb 2019. vol. 1211 CCIS, 429-452.
06-05-2020 - Modeling plate and spring reverberation using a DSP-informed deep neural network
Martinez Ramirez M Benetos E Reiss J
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) Barcelona, Spain 4 May 2020 - 8 May 2020., 241-245.
04-05-2020 - A Study on the Transferability of Adversarial Attacks in Sound Event Classification
SUBRAMANIAN V Pankajakshan A Benetos E Xu N McDonald S Sandler M
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) Barcelona, Spain 4 May 2020 - 8 May 2020., 301-305.
04-05-2020 - Classification of origin with feature selection and network construction for folk tunes
Metzig C Gould M Noronha R Abbey R Sandler M Colijn C
Pattern Recognition Letters, Elsevier vol. 133, 356-364.
01-05-2020 - Online visibility graphs: Encoding visibility in a binary search tree
Fano Yela D Thalmann F Nicosia V Stowell D Sandler M
Physical Review Research, American Physical Society (Aps) vol. 2 (2)
23-04-2020 - Efficient Heuristic Policy Optimisation for a Challenging Strategic Card Game
Montoliu R Gaina RD Pérez-Liebana D Delgado D Lucas S
International Conference on the Applications of Evolutionary Computation. vol. 12104 LNCS, 403-418.
09-04-2020 - Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach
Zheng Y Chen B Hospedales TM Yang Y
Proceedings of The Aaai Conference on Artificial Intelligence, Association For The Advancement of Artificial Intelligence (Aaai) vol. 34 (01), 1242-1249.
03-04-2020 - Towards standardisation of evidence-based clinical care process specifications
McLachlan S Kyrimi E Dube K Simmonds J
Health Informatics Journal
18-03-2020 - The Challenge: From MPEG Intellectual Property Rights Ontologies to Smart Contracts and Blockchains
KUDUMAKIS P WILMERING T Sandler M Rodríguez-Doncel V Boch L Delgado J
IEEE: Signal Processing Magazine, Institute of Electrical and Electronics Engineers vol. 37 (2), 89-95.
26-02-2020 - Deep Neural Network Augmentation: Generating Faces for Affect Analysis
Kollias D Cheng S Kotsia I
International Journal of Computer Vision, Springer Nature vol. 128 (5), 1455-1484.
22-02-2020 - An incremental explanation of inference in Bayesian networks for increasing model trustworthiness and supporting clinical decision making
Kyrimi E Mossadegh S Tai N Marsh W
Artificial Intelligence in Medicine, Elsevier vol. 103
31-01-2020 - A History of Audio Effects
WILMERING T MOFFAT DJ Milo A Sandler M
Applied Sciences, Mdpi Ag vol. 10 (3)
22-01-2020 - Deep Learning for Black-Box Modeling of Audio Effects
Martinez Ramirez M Benetos E Reiss J
Applied Sciences, Mdpi Ag vol. 10 (2)
16-01-2020 - Early Identification of Trauma-induced Coagulopathy
Perkins ZB Yet B Marsden M Glasgow S Marsh W Davenport R Brohi K Tai NRM
Annals of Surgery, Wolters Kluwer vol. 274 (6), e1119-e1128.
14-01-2020 - Partial Order Rank Features in Colour Space
Smeraldi F Bianconi F Fernández A
Applied Sciences, Mdpi vol. 10 (2)
10-01-2020 - Investigating Comorbidity of Mental and Physical Disorders in Online Health Forums
Abdollahyan M Smeraldi F Patel R Bessant C
Proceedings of the 3rd International Conference on Applications of Intelligent Systems., 1-5.
07-01-2020 - MULTIDIMENSIONAL SIMILARITY MODELLING OF COMPLEX DRUM LOOPS USING THE GROOVETOOLBOX
Bruford F, Lartillot O, McDonald ST and Sandler M
Proceedings of the 21st International Society for Music Information Retrieval Conference, ISMIR 2020., 717-725.
01-01-2020 - ADVANCED FOURIER DECOMPOSITION FOR REALISTIC DRUM SYNTHESIS
Kirby T Sandler M
Proceedings of the International Conference on Digital Audio Effects Dafx. vol. 1, 155-162.
01-01-2020 - Boundary Uncertainty in a Single-Stage Temporal Action Localization Network.
Xie T Tzelepis C Patras I
Corr vol. abs/2008.11170
01-01-2020 - Expression, affect, action unit recognition: Aff-wild2, multi-task learning and arcface
Kollias D Zafeiriou S
30th British Machine Vision Conference 2019 Bmvc 2019.
01-01-2020 - Investigation of a real-time hearing loss simulation for use in audio production
Mourgela A Agus TR Reiss JD
149th Audio Engineering Society Convention 2020 AES 2020.
01-01-2020 - MCTS pruning in turn-based strategy games
Hsu YJ Perez-Liebana D
Ceur Workshop Proceedings. vol. 2862
01-01-2020 - A METHOD FOR ANALYSIS OF SHARED STRUCTURE IN LARGE MUSIC COLLECTIONS USING TECHNIQUES FROM GENETIC SEQUENCING AND GRAPH THEORY
Thalmann F Yoshii K Wilmering T Wiggins GA Sandler MB
Proceedings of the 21st International Society for Music Information Retrieval Conference Ismir 2020., 343-350.
01-01-2020 - Performing audiences: Composition strategies for network music using mobile phones
Xambó A Roma G
Proceedings of the International Conference on New Interfaces for Musical Expression., 55-60.
01-01-2020 - Self-adaptively learning to Demoiré from focused and defocused image pairs
Liu L Yuan S Liu J Bao L Slabaugh G Tian Q
Advances in Neural Information Processing Systems. vol. 2020-December
01-01-2020 - TAG: A tabletop games framework
Gaina RD Balla M Montoliu R
Ceur Workshop Proceedings. vol. 2862
01-01-2020 - Temporal Action Localization with Variance-Aware Networks.
Xie T-T Tzelepis C Patras I
Corr vol. abs/2008.11254
01-01-2020 - TRAINING GENERATIVE ADVERSARIAL NETWORKS FROM INCOMPLETE OBSERVATIONS USING FACTORISED DISCRIMINATORS
Stoller D Ewert S Dixon S
8th International Conference on Learning Representations Iclr 2020.
01-01-2020 - VA-StarGAN: Continuous Affect Generation
Kollias D
Lecture Notes in Computer Science. vol. 12002, 227-238.
01-01-2020 - Wavelet-Based Dual-Branch Network for Image Demoiréing
Liu L Liu J Yuan S Slabaugh G Leonardis A Zhou W Tian Q
Lecture Notes in Computer Science. vol. 12358, 86-102.
01-01-2020 - A deep learning approach to sound classification for film audio post-production
Peeters GG Reiss JD
148th Audio Engineering Society International Convention.
01-01-2020