FARM: Few-shot Adaptive Malware Family Classification under Concept Drift.

Jesús Martínez del Rincón http://pure.qub.ac.uk/portal/en/persons/jesus-martinezdelrincon(ad231b32-1cc7-438c-80b1-f875c2c68bb6).html https://scholar.google.com/citations?user=jEJdlX8AAAAJ https://orcid.org/0000-0002-9574-4138 https://www.wikidata.org/entity/Q50610515

Numan Halit Guldemir Oluwafemi Olukoya Jesús Martínez del Rincón FARM: Few-shot Adaptive Malware Family Classification under Concept Drift. 2026 January abs/2601.17907 CoRR https://doi.org/10.48550/arXiv.2601.17907 db/journals/corr/corr2601.html#abs-2601-17907 streams/journals/corr

Matteo Melis Jesús Martínez del Rincón Vishal Sharma Improving Certified Robustness via Adversarial Distillation. 2026 June abs/2606.31653 CoRR https://doi.org/10.48550/arXiv.2606.31653 db/journals/corr/corr2606.html#abs-2606-31653 streams/journals/corr

Jeff Mitchell 0002 Jesús Martínez del Rincón Niall McLaughlin Unlearning from experience to avoid spurious correlations. 195 2025 December 28 Pattern Anal. Appl. 4 https://doi.org/10.1007/s10044-025-01570-2 db/journals/paa/paa28.html#MitchellRM25 streams/journals/paa

Robert Williamson Carlos Reaño Jesús Martínez del Rincón Anastasios Koidis SaaS-Enabled RGB to Hyperspectral Imaging: A Novel Paradigm in Image Processing Technology. 198-210 2025 AINA (4) https://doi.org/10.1007/978-3-031-87772-8_17 conf/aina/2025-4 db/conf/aina/aina2025-4.html#WilliamsonRRK25 Saeid Ghafouri Yuming Ding Katerine Díaz-Chito Jesús Martínez del Rincón Niamh O'Connell Hans Vandierendonck Optimizing Video Analytics Inference Pipelines: A Case Study. 11:1-11:9 2025 BDCAT https://doi.org/10.1145/3773276.3774285 conf/bdc/2025 db/conf/bdc/bdcat2025.html#GhafouriDDROV25 Baharak Ahmaderaghi Jesús Martínez del Rincón Darryl Stewart Exploring Strategies to Improve Learning Outcomes in Video Analytics and Machine Learning in Large Classes. 1-7 2025 EDUCON https://doi.org/10.1109/EDUCON62633.2025.11016368 conf/educon/2025 db/conf/educon/educon2025.html#AhmaderaghiRS25 Annisa J. Sugiarti Ray Burke Jesús Martínez del Rincón Simon Sorensen Automated Specular Reflection Detection Using Weak Annotation for Deep Learning Training. 5-16 2025 ICIAP (Workshops 2) https://doi.org/10.1007/978-3-032-11381-8_1 conf/iciap/2025-w2 db/conf/iciap/iciap2025-w2.html#SugiartiBRS25 streams/conf/iciap Nathan Ross Oluwafemi Olukoya Jesús Martínez del Rincón On the Limitations of Fuzzy Hashing for Malware Similarity: An Analysis of Vulnerable Code Detection in Malware. TrustCom 2025 332-343 conf/trustcom/2025 https://doi.org/10.1109/Trustcom66490.2025.00044 db/conf/trustcom/trustcom2025.html#RossOR25 streams/conf/trustcom

Numan Halit Guldemir Oluwafemi Olukoya Jesús Martínez del Rincón Addressing malware family concept drift with triplet autoencoder. 2025 July abs/2507.00348 CoRR https://doi.org/10.48550/arXiv.2507.00348 db/journals/corr/corr2507.html#abs-2507-00348 streams/journals/corr

Ryan McGaughey Jesús Martínez del Rincón Ihsen Alouani Stealth by Conformity: Evading Robust Aggregation through Adaptive Poisoning. 2025 September abs/2509.08746 CoRR https://doi.org/10.48550/arXiv.2509.08746 db/journals/corr/corr2509.html#abs-2509-08746 streams/journals/corr

Dogukan Aksu Jesús Martínez del Rincón Ihsen Alouani Privacy in Federated Learning with Spiking Neural Networks. 2025 November abs/2511.21181 CoRR https://doi.org/10.48550/arXiv.2511.21181 db/journals/corr/corr2511.html#abs-2511-21181 streams/journals/corr

Saeid Ghafouri Yuming Ding Katerine Díaz-Chito Jesús Martínez del Rincón Niamh O'Connell Hans Vandierendonck Optimizing video analytics inference pipelines: a case study. 2025 December abs/2512.07009 CoRR https://doi.org/10.48550/arXiv.2512.07009 db/journals/corr/corr2512.html#abs-2512-07009 streams/journals/corr

Mairead Campbell Paul Miller 0003 Katerine Díaz-Chito Xin Hong Niall McLaughlin Farzad Parvinzamir Jesús Martínez del Rincón Niamh O'Connell A computer vision approach to monitor activity in commercial broiler chickens using trajectory-based clustering analysis. 108591 2024 217 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2023.108591 https://www.wikidata.org/entity/Q130196615 db/journals/cea/cea217.html#CampbellMDHMPRO24

Jaime Giménez-Gallego Jesús Martínez del Rincón Juan D. González-Teruel Honorio Navarro-Hellín Pedro J. Navarro Roque Torres-Sánchez On-tree fruit image segmentation comparing Mask R-CNN and Vision Transformer models. Application in a novel algorithm for pixel-based fruit size estimation. 109077 2024 222 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2024.109077 db/journals/cea/cea222.html#Gimenez-Gallego24

Mark Ormerod Jesús Martínez del Rincón Barry Devereux How Is a "Kitchen Chair" like a "Farm Horse"? Exploring the Representation of Noun-Noun Compound Semantics in Transformer-based Language Models. 49-81 2024 March 50 Comput. Linguistics 1 https://doi.org/10.1162/coli_a_00495 db/journals/coling/coling50.html#OrmerodRD24

Jeff Mitchell 0002 Niall McLaughlin Jesús Martínez del Rincón Generating sparse explanations for malicious Android opcode sequences using hierarchical LIME. 103637 2024 February 137 Comput. Secur. https://doi.org/10.1016/j.cose.2023.103637 db/journals/compsec/compsec137.html#MitchellMR24

Jesús Fernández-Bermejo Ruiz Jesús Martínez del Rincón Javier Dorado 0001 Xavier del Toro María J. Santofimia Juan Carlos López 0001 Edge Computing Transformers for Fall Detection in Older Adults. 2450026:1-2450026:20 2024 May 34 Int. J. Neural Syst. 5 https://doi.org/10.1142/S0129065724500266 db/journals/ijns/ijns34.html#RuizRDTSL24

José Roldán Gómez Jesús Martínez del Rincón Juan Boubeta-Puig José Luis Martínez 0001 An automatic unsupervised complex event processing rules generation architecture for real-time IoT attacks detection. 5127-5144 2024 August 30 Wirel. Networks 6 https://doi.org/10.1007/s11276-022-03219-y db/journals/winet/winet30.html#GomezRBM24 streams/journals/winet

Nathan Ross Oluwafemi Olukoya Jesús Martínez del Rincón Domhnall Carlin PEVuln: A Benchmark Dataset for Using Machine Learning to Detect Vulnerabilities in PE Malware. 83-113 2024 CAMLIS https://ceur-ws.org/Vol-3920/paper05.pdf conf/camlis/2024 db/conf/camlis/camlis2024.html#RossORC24 Numan Halit Guldemir Oluwafemi Olukoya Jesús Martínez del Rincón Navigating Concept Drift and Packing Complexity in Malware Family Classification. 129-144 2024 CAMLIS https://ceur-ws.org/Vol-3920/paper07.pdf conf/camlis/2024 db/conf/camlis/camlis2024.html#GuldemirOR24

Jeff Mitchell 0002 Jesús Martínez del Rincón Niall McLaughlin UnLearning from Experience to Avoid Spurious Correlations. 2024 abs/2409.02792 CoRR https://doi.org/10.48550/arXiv.2409.02792 db/journals/corr/corr2409.html#abs-2409-02792 streams/journals/corr

Sarah Kiden Bernd Stahl Beverley Townsend Carsten Maple Charles Vincent Fraser Sampson Geoff Gilbert Helen Smith Jayati Deshmukh Jen Ross Jennifer Williams 0001 Jesús Martínez del Rincón Justyna Lisinska Karen O'Shea Márjory Da Costa-Abreu Nelly Bencomo Oishi Deb Peter Winter Phoebe Li Philip Torr 0001 Pin Lean Lau Raquel Iniesta Gopal Ramchurn Sebastian Stein 0001 Vahid Yazdanpanah Responsible AI Governance: A Response to UN Interim Report on Governing AI for Humanity. 2024 abs/2412.12108 CoRR https://doi.org/10.48550/arXiv.2412.12108 db/journals/corr/corr2412.html#abs-2412-12108 streams/journals/corr

Andrés F. Moreno Jaramillo Javier Lopez-Lorente David M. Laverty Paul V. Brogan Santiago H. Hoyos Velasquez Jesús Martínez del Rincón Aoife M. Foley Distributed Energy Resources Electric Profile Identification in Low Voltage Networks Using Supervised Machine Learning Techniques. 19469-19486 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3247977 db/journals/access/access11.html#JaramilloLLBVRF23

Dimitrios Mallios Li Xiaofei Niall McLaughlin Jesús Martínez del Rincón Clare Galbraith Rory Garland Vehicle Damage Severity Estimation for Insurance Operations Using In-The-Wild Mobile Images. 78644-78655 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3299223 db/journals/access/access11.html#MalliosXMRGG23

JunKyu Lee Lev Mukhanov Amir Sabbagh Molahosseini Umar Ibrahim Minhas Yang Hua 0001 Jesús Martínez del Rincón Kiril Dichev Cheol-Ho Hong Hans Vandierendonck Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques. 276:1-276:36 2023 55 ACM Comput. Surv. 13s https://doi.org/10.1145/3587095 https://www.wikidata.org/entity/Q130992121 db/journals/csur/csur55.html#LeeMMMHRDHV23

Eleni Kamenou Jesús Martínez del Rincón Paul Miller 0003 Patricia Devlin-Hill Samuel Budgett Federico Angelini Charlotte Grinyer LOFReg: An outlier-based regulariser for deep metric learning. 103820 2023 December 237 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2023.103820 db/journals/cviu/cviu237.html#KamenouRMDBAG23

Styliani Tompazi Ioannis Tsiokanos Jesús Martínez del Rincón Georgios Karakonstantis Estimating Code Vulnerability to Timing Errors Via Microarchitecture-Aware Machine Learning. 34-42 2023 February 40 IEEE Des. Test 1 https://doi.org/10.1109/MDAT.2021.3135318 db/journals/dt/dt40.html#TompaziTRK23

José Roldán Gómez Juan Boubeta-Puig Javier Carrillo Mondéjar Juan Manuel Castelo Gómez Jesús Martínez del Rincón An automatic complex event processing rules generation system for the recognition of real-time IoT attack patterns. 106344 2023 123 Eng. Appl. Artif. Intell. Part B https://doi.org/10.1016/j.engappai.2023.106344 db/journals/eaai/eaai123.html#GomezBMGR23

Eleni Kamenou Jesús Martínez del Rincón Paul Miller 0003 Patricia Devlin-Hill A Meta-learning Approach for Domain Generalisation across Visual Modalities in Vehicle Re-identification. 385-393 2023 CVPR Workshops https://doi.org/10.1109/CVPRW59228.2023.00044 conf/cvpr/2023w db/conf/cvpr/cvprw2023.html#KamenouRMD23 Xin Hong Zafeirios C. Papazachos Jesús Martínez del Rincón Paul Miller 0003 Network Intrusion Detection by Variational Component-Based Feature Saliency Gaussian Mixture Clustering. 761-772 2023 ESORICS Workshops (2) https://doi.org/10.1007/978-3-031-54129-2_45 conf/esorics/2023w2 db/conf/esorics/esorics2023w2.html#HongPRM23 Padraig Fitzpatrick Anna Jurek-Loughrey Pawel Dlotko Jesús Martínez del Rincón Ensemble Learning for Mapper Parameter Optimization. 129-134 2023 ICTAI https://doi.org/10.1109/ICTAI59109.2023.00026 conf/ictai/2023 db/conf/ictai/ictai2023.html#FitzpatrickJDR23 Robert Williamson Jesús Martínez del Rincón Anastasios Koidis Carlos Reaño RGB-2-Hyper-Spectral Image Reconstruction for Food Science Using Encoder/Decoder Neural Architectures. 872-875 2023 ISCC https://doi.org/10.1109/ISCC58397.2023.10218310 conf/iscc/2023 db/conf/iscc/iscc2023.html#WilliamsonRKR23 Stuart Millar Niall McLaughlin Jesús Martínez del Rincón Paul Miller 0003 Android Malware Detection Using Deep Learning. 209-246 2023 Artificial Intelligence and Cybersecurity https://doi.org/10.1007/978-3-031-15030-2_10 books/sp/23/SKK2023 db/books/collections/SKK2023.html#MillarMR023

Ben McCartney Barry Devereux Jesús Martínez del Rincón A zero-shot deep metric learning approach to Brain-Computer Interfaces for image retrieval. 108556 2022 246 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2022.108556 https://www.wikidata.org/entity/Q114950555 db/journals/kbs/kbs246.html#McCartneyDR22

Niall McLaughlin Jesús Martínez del Rincón Paul Miller 0003 3-D Human Pose Estimation Using Iterative Conditional Squeeze and Excitation Networks. 687-699 2022 52 IEEE Trans. Cybern. 1 https://doi.org/10.1109/TCYB.2020.2964992 https://www.wikidata.org/entity/Q89592999 db/journals/tcyb/tcyb52.html#McLaughlinRM22

Stuart Millar Denis Podgurskii Dan Kuykendall Jesús Martínez del Rincón Paul Miller 0003 Optimising Vulnerability Triage in DAST with Deep Learning. 137-147 2022 AISec@CCS https://doi.org/10.1145/3560830.3563724 https://www.wikidata.org/entity/Q130908345 conf/ccs/2022aisec db/conf/ccs/aisec2022.html#MillarPKR022 Styliani Tompazi Ioannis Tsiokanos Jesús Martínez del Rincón Lev Mukhanov Georgios Karakonstantis Instruction-aware Learning-based Timing Error Models through Significance-driven Approximations. 455-462 2022 ICCD https://doi.org/10.1109/ICCD56317.2022.00074 conf/iccd/2022 db/conf/iccd/iccd2022.html#TompaziTRMK22 Eleni Kamenou Jesús Martínez del Rincón Paul Miller 0003 Patricia Devlin-Hill Closing the Domain Gap for Cross-modal Visible-Infrared Vehicle Re-identification. 2728-2734 2022 ICPR https://doi.org/10.1109/ICPR56361.2022.9956381 conf/icpr/2022 db/conf/icpr/icpr2022.html#KamenouR0D22 Andrés F. Moreno Jaramillo Javier Lopez-Lorente Paul V. Brogan David M. Laverty Jesús Martínez del Rincón Aoife Foley Impact Assessment of NILM Methods for an Enhanced Observability of Low Voltage Distribution Networks. 1-7 2022 ISC2 https://doi.org/10.1109/ISC255366.2022.9922230 conf/isc2/2022 db/conf/isc2/isc2022.html#JaramilloLBLRF22

Sumit A. Raurale John McAllister Jesús Martínez del Rincón EMG Biometric Systems Based on Different Wrist-Hand Movements. 12256-12266 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3050704 db/journals/access/access9.html#RauraleMR21

Stuart Millar Niall McLaughlin Jesús Martínez del Rincón Paul Miller 0003 Multi-view deep learning for zero-day Android malware detection. 102718 2021 58 J. Inf. Secur. Appl. https://doi.org/10.1016/j.jisa.2020.102718 db/journals/istr/istr58.html#MillarMRM21

Glen Brown Jesús Martínez del Rincón Paul Miller 0003 Least Privilege Learning for Attribute Obfuscation. 142-156 2021 ACPR (2) https://doi.org/10.1007/978-3-031-02444-3_11 conf/acpr/2021-2 db/conf/acpr/acpr2021-2.html#BrownRM21 Andrés F. Moreno Jaramillo Javier Lopez-Lorente David M. Laverty Jesús Martínez del Rincón Aoife M. Foley Identification of Distributed Energy Resources in Low Voltage Distribution Networks. 1-6 2021 ISGT-Europe https://doi.org/10.1109/ISGTEurope52324.2021.9639971 conf/isgteurope/2021 db/conf/isgteurope/isgteurope2021.html#JaramilloLLRF21 Andrés F. Moreno Jaramillo Ahmed A. Raouf Mohamed David M. Laverty Jesús Martínez del Rincón Aoife M. Foley Photovoltaic Power Disaggregation using a Non-Intrusive Load Monitoring Regression Model. 1-6 2021 ISGT-Europe https://doi.org/10.1109/ISGTEurope52324.2021.9640183 conf/isgteurope/2021 db/conf/isgteurope/isgteurope2021.html#JaramilloMLRF21

Niall McLaughlin Jesús Martínez del Rincón Data Augmentation for Opcode Sequence Based Malware Detection. 2021 abs/2106.11821 CoRR https://arxiv.org/abs/2106.11821 db/journals/corr/corr2106.html#abs-2106-11821

JunKyu Lee Lev Mukhanov Amir Sabbagh Molahosseini Umar Ibrahim Minhas Yang Hua 0001 Jesús Martínez del Rincón Kiril Dichev Cheol-Ho Hong Hans Vandierendonck Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques. 2021 abs/2112.15131 CoRR https://arxiv.org/abs/2112.15131 db/journals/corr/corr2112.html#abs-2112-15131

Roberto Doriguzzi Corin Stuart Millar Sandra Scott-Hayward Jesús Martínez del Rincón Domenico Siracusa Lucid: A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection. 876-889 2020 17 IEEE Trans. Netw. Serv. Manag. 2 https://doi.org/10.1109/TNSM.2020.2971776 db/journals/tnsm/tnsm17.html#CorinMSRS20

Sumit A. Raurale John McAllister Jesús Martínez del Rincón Real-Time Embedded EMG Signal Analysis for Wrist-Hand Pose Identification. 2713-2723 2020 68 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2020.2985299 db/journals/tsp/tsp68.html#RauraleMR20

Stuart Millar Niall McLaughlin Jesús Martínez del Rincón Paul Miller 0003 Ziming Zhao 0001 DANdroid: A Multi-View Discriminative Adversarial Network for Obfuscated Android Malware Detection. 353-364 2020 CODASPY https://doi.org/10.1145/3374664.3375746 conf/codaspy/2020 db/conf/codaspy/codaspy2020.html#MillarMRM020 Rachael Abbott Neil M. Robertson Jesús Martínez del Rincón Barry Connor Unsupervised object detection via LWIR/RGB translation. 407-415 2020 CVPR Workshops https://openaccess.thecvf.com/content_CVPRW_2020/html/w6/Abbott_Unsupervised_Object_Detection_via_LWIRRGB_Translation_CVPRW_2020_paper.html https://doi.org/10.1109/CVPRW50498.2020.00053 conf/cvpr/2020w db/conf/cvpr/cvprw2020.html#AbbottRRC20 Andrés F. Moreno Jaramillo David M. Laverty Jesús Martínez del Rincón John Hastings D. John Morrow Supervised Non-Intrusive Load Monitoring Algorithm for Electric Vehicle Identification. 1-6 2020 I2MTC https://doi.org/10.1109/I2MTC43012.2020.9128529 conf/i2mtc/2020 db/conf/i2mtc/i2mtc2020.html#JaramilloLRHM20 Eleni Kamenou Jesús Martínez del Rincón Paul Miller 0003 Patricia Devlin-Hill Multi-level Deep Learning Vehicle Re-identification using Ranked-based Loss Functions. 9099-9106 2020 ICPR https://doi.org/10.1109/ICPR48806.2021.9412415 conf/icpr/2020 db/conf/icpr/icpr2020.html#KamenouRMD20

Roberto Doriguzzi Corin Stuart Millar Sandra Scott-Hayward Jesús Martínez del Rincón Domenico Siracusa LUCID: A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection. 2020 abs/2002.04902 CoRR https://arxiv.org/abs/2002.04902 db/journals/corr/corr2002.html#abs-2002-04902

Diarmaid Conaty Jesús Martínez del Rincón Cassio P. de Campos A hierarchy of sum-product networks using robustness. 245-255 2019 113 Int. J. Approx. Reason. https://doi.org/10.1016/j.ijar.2019.07.007 db/journals/ijar/ijar113.html#ConatyRC19

Katerine Díaz-Chito Jesús Martínez del Rincón Marçal Rusiñol Aura Hernández-Sabaté Feature Extraction by Using Dual-Generalized Discriminative Common Vectors. 331-351 2019 61 J. Math. Imaging Vis. 3 https://doi.org/10.1007/s10851-018-0837-6 db/journals/jmiv/jmiv61.html#Diaz-ChitoRRH19

Niall McLaughlin Jesús Martínez del Rincón Paul Miller 0003 Video Person Re-Identification for Wide Area Tracking Based on Recurrent Neural Networks. 2613-2626 2019 29 IEEE Trans. Circuits Syst. Video Technol. 9 https://doi.org/10.1109/TCSVT.2017.2736599 db/journals/tcsv/tcsv29.html#McLaughlinRM19

Mark Ormerod Jesús Martínez del Rincón Neil Robertson 0002 Bernadette McGuinness Barry Devereux Analysing Representations of Memory Impairment in a Clinical Notes Classification Model. 48-57 2019 BioNLP@ACL https://doi.org/10.18653/v1/w19-5005 https://aclanthology.org/W19-5005/ conf/bionlp/2019 db/conf/bionlp/bionlp2019.html#OrmerodRRMD19 Sumit A. Raurale John McAllister Jesús Martínez del Rincón EMG Wrist-hand Motion Recognition System for Real-time Embedded Platform. 1523-1527 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8683104 conf/icassp/2019 db/conf/icassp/icassp2019.html#RauraleMR19 Katerina Lomanov Jesús Martínez del Rincón Paul Miller 0003 Hugh Gribben Cell Detection With Deep Convolutional Networks Trained With Minimal Annotations. 943-947 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759411 conf/isbi/2019 db/conf/isbi/isbi2019.html#LomanovRMG19 Rob Wit Cassio P. de Campos Diarmaid Conaty Jesús Martínez del Rincón Robustness in Sum-Product Networks with Continuous and Categorical Data. 156-158 2019 ISIPTA http://proceedings.mlr.press/v103/wit19a.html conf/isipta/2019 db/conf/isipta/isipta2019.html#WitCCR19

Katerine Díaz-Chito Jesús Martínez del Rincón Aura Hernández-Sabaté Debora Gil Continuous Head Pose Estimation Using Manifold Subspace Embedding and Multivariate Regression. 18325-18334 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2018.2817252 https://www.wikidata.org/entity/Q130104267 db/journals/access/access6.html#Diaz-ChitoRHG18

Katerine Díaz-Chito Jesús Martínez del Rincón Aura Hernández-Sabaté Marçal Rusiñol Francesc J. Ferri Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction. 512-524 2018 60 J. Math. Imaging Vis. 4 https://doi.org/10.1007/s10851-017-0771-z https://www.wikidata.org/entity/Q58761224 db/journals/jmiv/jmiv60.html#Diaz-ChitoRHRF18

Baharak Ahmaderaghi Fatih Kurugollu Jesús Martínez del Rincón Ahmed Bouridane Blind Image Watermark Detection Algorithm Based on Discrete Shearlet Transform Using Statistical Decision Theory. 46-59 2018 4 IEEE Trans. Computational Imaging 1 https://doi.org/10.1109/TCI.2018.2794065 db/journals/tci/tci4.html#AhmaderaghiKRB18

Niall McLaughlin Jesús Martínez del Rincón Refining the Pose: Training and Use of Deep Recurrent Autoencoders for Improving Human Pose Estimation. 11-23 2018 AMDO https://doi.org/10.1007/978-3-319-94544-6_2 conf/amdo/2018 db/conf/amdo/amdo2018.html#McLaughlinR18 Sumit A. Raurale John McAllister Jesús Martínez del Rincón Emg Acquisition and Hand Pose Classification for Bionic Hands from Randomly-Placed Sensors. 1105-1109 2018 ICASSP https://doi.org/10.1109/ICASSP.2018.8462409 conf/icassp/2018 db/conf/icassp/icassp2018.html#RauraleMR18 Diarmaid Conaty Jesús Martínez del Rincón Cassio P. de Campos Cascading Sum-Product Networks using Robustness. 73-84 2018 PGM http://proceedings.mlr.press/v72/conaty18a.html conf/pgm/2018 db/conf/pgm/pgm2018.html#ConatyRC18

María J. Santofimia Jesús Martínez del Rincón Xin Hong Huiyu Zhou 0001 Paul Miller 0003 David Villa Juan Carlos López 0001 Hierarchical Task Network planning with common-sense reasoning for multiple-people behaviour analysis. 118-134 2017 69 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2016.09.038 db/journals/eswa/eswa69.html#SantofimiaMHZMV17

Jesús Martínez del Rincón María J. Santofimia Xavier del Toro Jesús Barba Francisca Romero Patricia Navas Juan Carlos López 0001 Non-linear classifiers applied to EEG analysis for epilepsy seizure detection. 99-112 2017 86 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2017.05.052 db/journals/eswa/eswa86.html#RinconSTBRNL17

Claudio Salvadori Matteo Petracca Jesús Martínez del Rincón Sergio A. Velastin Dimitrios Makris 0001 An optimisation of Gaussian mixture models for integer processing units. 273-289 2017 13 J. Real Time Image Process. 2 https://doi.org/10.1007/s11554-014-0402-5 https://www.wikidata.org/entity/Q59166470 db/journals/jrtip/jrtip13.html#SalvadoriPRVM17

Katerine Díaz-Chito Jesús Martínez del Rincón Aura Hernández-Sabaté Decremental generalized discriminative common vectors applied to images classification. 46-57 2017 131 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2017.05.020 https://www.wikidata.org/entity/Q58761232 db/journals/kbs/kbs131.html#Diaz-ChitoRH17

Niall McLaughlin Jesús Martínez del Rincón Paul C. Miller Person Reidentification Using Deep Convnets With Multitask Learning. 525-539 2017 27 IEEE Trans. Circuits Syst. Video Technol. 3 https://doi.org/10.1109/TCSVT.2016.2619498 db/journals/tcsv/tcsv27.html#McLaughlinRM17

Niall McLaughlin Jesús Martínez del Rincón BooJoong Kang Suleiman Y. Yerima Paul Miller 0003 Sakir Sezer Yeganeh Safaei Erik Trickel Ziming Zhao 0001 Adam Doupé Gail-Joon Ahn Deep Android Malware Detection. 301-308 2017 CODASPY https://doi.org/10.1145/3029806.3029823 conf/codaspy/2017 db/conf/codaspy/codaspy2017.html#McLaughlinRKYMS17

Honorio Navarro-Hellín Jesús Martínez del Rincón Rafael Domingo-Miguel Fulgencio Soto-Vallés Roque Torres-Sánchez A decision support system for managing irrigation in agriculture. 121-131 2016 124 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2016.04.003 https://www.wikidata.org/entity/Q128938268 db/journals/cea/cea124.html#Navarro-HellinR16

Xin Hong Yan Huang Wenjun Ma Sriram Varadarajan Paul Miller 0003 Weiru Liu María José Santofimia Romero Jesús Martínez del Rincón Huiyu Zhou 0001 Evidential event inference in transport video surveillance. 276-297 2016 144 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2015.10.017 db/journals/cviu/cviu144.html#HongHMVMLRRZ16

Simone Madeo Riccardo Pelliccia Claudio Salvadori Jesús Martínez del Rincón Jean-Christophe Nebel An optimized stereo vision implementation for embedded systems: application to RGB and infra-red images. 725-746 2016 12 J. Real Time Image Process. 4 https://doi.org/10.1007/s11554-014-0461-7 db/journals/jrtip/jrtip12.html#MadeoPSRN16

Niall McLaughlin Jesús Martínez del Rincón Paul Miller 0003 Recurrent Convolutional Network for Video-Based Person Re-identification. 1325-1334 2016 CVPR https://doi.org/10.1109/CVPR.2016.148 https://doi.ieeecomputersociety.org/10.1109/CVPR.2016.148 conf/cvpr/2016 db/conf/cvpr/cvpr2016.html#McLaughlinRM16 Rubén Cantarero María J. Santofimia David Villa Roberto Requena Maria Campos Francisco Flórez-Revuelta Jean-Christophe Nebel Jesús Martínez del Rincón Juan Carlos López 0001 Kinect and Episodic Reasoning for Human Action Recognition. 147-154 2016 DCAI https://doi.org/10.1007/978-3-319-40162-1_16 conf/dcai/2016 db/conf/dcai/dcai2016.html#CantareroSVRCFN16

Alexandros Moutzouris Jesús Martínez del Rincón Jean-Christophe Nebel Dimitrios Makris 0001 Efficient tracking of human poses using a manifold hierarchy. 75-86 2015 132 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2014.10.005 db/journals/cviu/cviu132.html#MoutzourisRNM15

Niall McLaughlin Jesús Martínez del Rincón Paul Miller 0003 Dense Multiperson Tracking with Robust Hierarchical Linear Assignment. 1276-1288 2015 45 IEEE Trans. Cybern. 7 https://doi.org/10.1109/TCYB.2014.2348314 https://www.wikidata.org/entity/Q50609233 db/journals/tcyb/tcyb45.html#McLaughlinRM15

Niall McLaughlin Jesús Martínez del Rincón Paul Miller 0003 Data-augmentation for reducing dataset bias in person re-identification. 1-6 2015 AVSS https://doi.org/10.1109/AVSS.2015.7301739 https://doi.ieeecomputersociety.org/10.1109/AVSS.2015.7301739 conf/avss/2015 db/conf/avss/avss2015.html#McLaughlinRM15 Niall McLaughlin Jesús Martínez del Rincón Paul Miller 0003 Enhancing Linear Programming with Motion Modeling for Multi-target Tracking. 71-77 2015 WACV https://doi.org/10.1109/WACV.2015.17 https://doi.ieeecomputersociety.org/10.1109/WACV.2015.17 conf/wacv/2015 db/conf/wacv/wacv2015.html#McLaughlinRM15

Juan Carlos López 0001 María J. Santofimia Jesús Martínez del Rincón Scott E. Fahlman Sensing, Perceiving, and Understanding Actions. 2014 10 Int. J. Distributed Sens. Networks https://doi.org/10.1155/2014/790210 db/journals/ijdsn/ijdsn10.html#LopezSRF14

Jesús Martínez del Rincón Michal Lewandowski Jean-Christophe Nebel Dimitrios Makris 0001 Generalized Laplacian Eigenmaps for Modeling and Tracking Human Motions. 1646-1660 2014 44 IEEE Trans. Cybern. 9 https://doi.org/10.1109/TCYB.2013.2291497 https://www.wikidata.org/entity/Q50610431 db/journals/tcyb/tcyb44.html#RinconLNM14

Baharak Ahmaderaghi Jesús Martínez del Rincón Fatih Kurugollu Ahmed Bouridane Perceptual watermarking for Discrete Shearlet transform. 1-6 2014 EUVIP https://doi.org/10.1109/EUVIP.2014.7018398 conf/euvip/2014 db/conf/euvip/euvip2014.html#AhmaderaghiRKB14

Jesús Martínez del Rincón María J. Santofimia Jean-Christophe Nebel Common-sense reasoning for human action recognition. 1849-1860 2013 34 Pattern Recognit. Lett. 15 https://doi.org/10.1016/j.patrec.2012.10.020 db/journals/prl/prl34.html#RinconSN13

Niall McLaughlin Jesús Martínez del Rincón Paul Miller 0003 Online multiperson tracking with occlusion reasoning and unsupervised track motion model. 37-42 2013 AVSS https://doi.org/10.1109/AVSS.2013.6636613 https://doi.ieeecomputersociety.org/10.1109/AVSS.2013.6636613 conf/avss/2013 db/conf/avss/avss2013.html#McLaughlinRM13 Md. Junaedur Rahman Jesús Martínez del Rincón Jean-Christophe Nebel Dimitrios Makris 0001 Body pose based pedestrian tracking in a particle filtering framework. 133-136 2013 MVA http://www.mva-org.jp/Proceedings/2013USB/papers/04-25.pdf conf/mva/2013 db/conf/mva/mva2013.html#RahmanRNM13

Miguel Angel Montañés Laborda Enrique F. Torres Moreno Jesús Martínez del Rincón José Elías Herrero Jaraba Real-time GPU color-based segmentation of football players. 267-279 2012 7 J. Real Time Image Process. 4 https://doi.org/10.1007/s11554-011-0194-9 db/journals/jrtip/jrtip7.html#LabordaMRJ12

Alexandros Moutzouris Jesús Martínez del Rincón Jean-Christophe Nebel Dimitrios Makris 0001 Human pose tracking by Hierarchical Manifold Searching. 866-869 2012 ICPR https://ieeexplore.ieee.org/document/6460271/ conf/icpr/2012 db/conf/icpr/icpr2012.html#MoutzourisRNM12 Germán Ros 0001 Jesús Martínez del Rincón Ginés García-Mateos Articulated Particle Filter for hand tracking. 3581-3585 2012 ICPR https://ieeexplore.ieee.org/document/6460939/ conf/icpr/2012 db/conf/icpr/icpr2012.html#RosRG12 Claudio Salvadori Dimitrios Makris 0001 Matteo Petracca Jesús Martínez del Rincón Sergio A. Velastin Gaussian Mixture Background Modelling Optimisation for Micro-controllers. 241-251 2012 ISVC (1) https://doi.org/10.1007/978-3-642-33179-4_24 https://www.wikidata.org/entity/Q59166537 conf/isvc/2012-1 db/conf/isvc/isvc2012-1.html#SalvadoriMPRV12 María J. Santofimia Jesús Martínez del Rincón Jean-Christophe Nebel Common-Sense Knowledge for a Computer Vision System for Human Action Recognition. 159-166 2012 IWAAL https://doi.org/10.1007/978-3-642-35395-6_22 conf/iwaal/2012 db/conf/iwaal/iwaal2012.html#SantofimiaRN12 Jérôme Thévenon Jesús Martínez del Rincón Romain Dieny Jean-Christophe Nebel Dense Pixel Matching between Unrectified and Distorted Images using Dynamic Programming. 216-224 2012 VISAPP (2) conf/visapp/2012-2 db/conf/visapp/visapp2012-2.html#ThevenonRDN12

Jesús Martínez del Rincón Carlos Orrite Carlos Medrano Rao-Blackwellised particle filter for colour-based tracking. 210-220 2011 32 Pattern Recognit. Lett. 2 https://doi.org/10.1016/j.patrec.2010.08.006 db/journals/prl/prl32.html#RinconOM11

Jesús Martínez del Rincón Dimitrios Makris 0001 Carlos Orrite-Uruñuela Jean-Christophe Nebel Tracking Human Position and Lower Body Parts Using Kalman and Particle Filters Constrained by Human Biomechanics. 26-37 2011 41 IEEE Trans. Syst. Man Cybern. Part B 1 https://doi.org/10.1109/TSMCB.2010.2044041 https://www.wikidata.org/entity/Q39928203 db/journals/tsmc/tsmcb41.html#RinconMON11

Jesús Martínez del Rincón Jean-Christophe Nebel Dimitrios Makris 0001 Graph-based Particle Filter for Human Tracking with Stylistic Variations. 1-11 2011 BMVC https://doi.org/10.5244/C.25.105 conf/bmvc/2011 db/conf/bmvc/bmvc2011.html#RinconNM11 Alexandros Moutzouris Jesús Martínez del Rincón Michal Lewandowski Jean-Christophe Nebel Dimitrios Makris 0001 Human pose tracking in low dimensional space enhanced by limb correction. 2301-2304 2011 ICIP https://doi.org/10.1109/ICIP.2011.6116100 conf/icip/2011 db/conf/icip/icip2011.html#MoutzourisRLNM11 Romain Dieny Jérôme Thévenon Jesús Martínez del Rincón Jean-Christophe Nebel Bioinformatics Inspired Algorithm for Stereo Correspondence. 465-473 2011 VISAPP conf/visapp/2011 db/conf/visapp/visapp2011.html#DienyTRN11 Jesús Martínez del Rincón Jérôme Thévenon Romain Dieny Jean-Christophe Nebel Bioinformatics-Motivated Approach to Stereo Matching. 172-186 2011 VISIGRAPP (Selected Papers) https://doi.org/10.1007/978-3-642-32350-8_11 conf/visigrapp/2011 db/conf/visigrapp/visigrapp2011.html#RinconTDN11

Carlos Medrano Jesús Martínez del Rincón Raúl Igual José Elías Herrero Jaraba Carlos Orrite Gaussian Approximation for Tracking Occluding and Interacting Targets. 241-253 2010 36 J. Math. Imaging Vis. 3 https://doi.org/10.1007/s10851-009-0183-9 db/journals/jmiv/jmiv36.html#MedranoMIJO10

Michal Lewandowski Jesús Martínez del Rincón Dimitrios Makris 0001 Jean-Christophe Nebel Temporal Extension of Laplacian Eigenmaps for Unsupervised Dimensionality Reduction of Time Series. 161-164 2010 ICPR https://doi.org/10.1109/ICPR.2010.48 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.48 conf/icpr/2010 db/conf/icpr/icpr2010.html#LewandowskiRMN10

Carlos Medrano José Elías Herrero Jaraba Jesús Martínez del Rincón Carlos Orrite Mean field approach for tracking similar objects. 907-920 2009 113 Comput. Vis. Image Underst. 8 https://doi.org/10.1016/j.cviu.2009.03.007 db/journals/cviu/cviu113.html#MedranoJMO09

Francisco Martínez-Contreras Carlos Orrite-Uruñuela Jesús Martínez del Rincón AdaBoost Multiple Feature Selection and Combination for Face Recognition. 338-345 2009 IbPRIA https://doi.org/10.1007/978-3-642-02172-5_44 conf/ibpria/2009 db/conf/ibpria/ibpria2009.html#Martinez-ContrerasOR09

Grégory Rogez Carlos Orrite-Uruñuela Jesús Martínez del Rincón A spatio-temporal 2D-models framework for human pose recovery in monocular sequences. 2926-2944 2008 41 Pattern Recognit. 9 https://doi.org/10.1016/j.patcog.2008.02.012 db/journals/pr/pr41.html#RogezOR08

Jesús Martínez del Rincón Jean-Christophe Nebel Dimitrios Makris 0001 Carlos Orrite-Uruñuela Tracking Human Body Parts Using Particle Filters Constrained by Human Biomechanics. 2008 BMVC https://doi.org/10.5244/C.22.31 conf/bmvc/2008 db/conf/bmvc/bmvc2008.html#MartinezNMO08 1-10 Jesús Martínez del Rincón Carlos Orrite-Uruñuela José Elías Herrero Jaraba An efficient particle filter for color-based tracking in complex scenes. 176-181 2007 AVSS https://doi.org/10.1109/AVSS.2007.4425306 https://doi.ieeecomputersociety.org/10.1109/AVSS.2007.4425306 conf/avss/2007 db/conf/avss/avss2007.html#Martinez-del-RinconOJ07 Grégory Rogez Ignasi Rius Jesús Martínez del Rincón Carlos Orrite Exploiting Spatio-temporal Constraints for Robust 2D Pose Tracking. 58-73 2007 conf/humo/2007 Workshop on Human Motion https://doi.org/10.1007/978-3-540-75703-0_5 db/conf/humo/humo2007.html#RogezRRO07 Grégory Rogez Jesús Martínez del Rincón Carlos Orrite Dealing with Non-linearity in Shape Modelling of Articulated Objects. 63-71 2007 conf/ibpria/2007-1 IbPRIA (1) https://doi.org/10.1007/978-3-540-72847-4_10 db/conf/ibpria/ibpria2007-1.html#RogezRO07 Jesús Martínez del Rincón Carlos Orrite-Uruñuela Grégory Rogez Rao-Blackwellized Particle Filter for Human Appearance and Position Tracking. 201-208 2007 conf/ibpria/2007-1 IbPRIA (1) https://doi.org/10.1007/978-3-540-72847-4_27 db/conf/ibpria/ibpria2007-1.html#RinconOR07 J. R. Gómez José Elías Herrero Jaraba Miguel Montañés Jesús Martínez del Rincón Carlos Orrite Automatic detection and classification of football players. 483-488 2007 conf/sip/2007 SIP db/conf/sip/sip2007.html#GomezJMRO07 Grégory Rogez Carlos Orrite Jesús Martínez del Rincón José Elías Herrero Jaraba Probabilistic Spatio-temporal 2D-Model for Pedestrian Motion Analysis in Monocular Sequences. 175-184 2006 conf/amdo/2006 AMDO https://doi.org/10.1007/11789239_18 db/conf/amdo/amdo2006.html#RogezOMH06 Grégory Rogez José Jesús Guerrero Jesús Martínez del Rincón Carlos Orrite-Uruñuela Viewpoint Independent Human Motion Analysis in Man-made Environments. 659-668 2006 BMVC https://doi.org/10.5244/C.20.68 conf/bmvc/2006 db/conf/bmvc/bmvc2006.html#RogezGMO06 Grégory Rogez Carlos Orrite-Uruñuela Jesús Martínez del Rincón Human Figure Segmentation Using Independent Component Analysis. 300-307 2005 conf/ibpria/2005-1 IbPRIA (1) https://doi.org/10.1007/11492429_37 db/conf/ibpria/ibpria2005-1.html#RogezOR05 Carlos Orrite-Uruñuela Jesús Martínez del Rincón José Elías Herrero Jaraba Grégory Rogez 2D Silhouette and 3D Skeletal Models for Human Detection and Tracking. 244-247 2004 conf/icpr/2004 ICPR (4) https://doi.org/10.1109/ICPR.2004.1333749 https://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1333749 db/conf/icpr/icpr2004-4.html#Orrite-UrunuelaRJR04 Rachael Abbott Márjory Cristiany Da Costa AbreuMárjory Da Costa-Abreu Baharak Ahmaderaghi Gail-Joon Ahn Dogukan Aksu Ihsen Alouani Federico Angelini Nelly Bencomo Juan Boubeta-Puig Ahmed Bouridane Paul V. Brogan Glen Brown Samuel Budgett Ray Burke Mairead Campbell Cassio P. de Campos Maria Campos Rubén Cantarero Domhnall Carlin Javier Dorado ChaparroJavier Dorado 0001 Diarmaid Conaty Barry Connor Roberto Doriguzzi Corin Oishi Deb Jayati Deshmukh Barry Devereux Patricia Devlin-Hill Katerine Díaz-Chito Kiril Dichev Romain Dieny Yuming Ding Pawel Dlotko Rafael Domingo-Miguel Adam Doupé Scott E. Fahlman Francesc J. Ferri Padraig Fitzpatrick Francisco Flórez-Revuelta Aoife FoleyAoife M. Foley Clare Galbraith Ginés García-Mateos Rory Garland Saeid Ghafouri Debora Gil Geoff Gilbert Jaime Giménez-Gallego J. R. Gómez José Roldán Gómez Juan Manuel Castelo Gómez Juan D. González-Teruel Hugh Gribben Charlotte Grinyer Josechu J. GuerreroJosé Jesús Guerrero Numan Halit Guldemir John Hastings Aura Hernández-Sabaté Cheol-Ho Hong Xin Hong Yang Hua 0001 Yan Huang Raúl Igual Raquel Iniesta José Elías Herrero Jaraba Andrés F. Moreno Jaramillo Anna Jurek-Loughrey Eleni Kamenou Boojoong KangBooJoong Kang Georgios Karakonstantis Sarah Kiden Anastasios Koidis Fatih Kurugollu Dan Kuykendall Pin Lean Lau David M. Laverty Junkyu LeeJunKyu Lee Michal Lewandowski Phoebe Li Justyna Lisinska Weiru Liu Katerina Lomanov Juan Carlos López 0001 Javier Lopez-Lorente Pedro Javier Navarro LorentePedro J. Navarro Wenjun Ma Simone Madeo Dimitrios Makris 0001 Dimitrios Mallios Carsten Maple José Luis Martínez 0001 Francisco Martínez-Contreras John McAllister Ben McCartney Ryan McGaughey Bernadette McGuinness Niall McLaughlin Carlos Medrano Matteo Melis Stuart Millar Paul Miller 0003Paul C. Miller Umar Ibrahim Minhas Jeff Mitchell 0002 Ahmed A. Raouf Mohamed Amir Sabbagh Molahosseini Javier Carrillo Mondéjar Miguel MontañésMiguel Angel Montañés Laborda Enrique F. Torres Moreno D. John Morrow Alexandros Moutzouris Lev Mukhanov Honorio Navarro-Hellín Patricia Navas Jean-Christophe Nebel Niamh O'Connell Oluwafemi Olukoya Mark Ormerod Carlos Orrite-UruñuelaCarlos Orrite Karen O'Shea Zafeirios C. Papazachos Farzad Parvinzamir Riccardo Pelliccia Matteo Petracca Denis Podgurskii Md. Junaedur Rahman Gopal Ramchurn Sumit A. Raurale Carlos Reaño Roberto Requena Ignasi Rius Neil Robertson 0002Neil M. Robertson Grégory Rogez Francisca Romero Jesús Barba RomeroJesús Barba Germán Ros 0001 Jen Ross Nathan Ross Jesús Fernández-Bermejo Ruiz Marçal Rusiñol Yeganeh Safaei Claudio Salvadori Fraser Sampson María J. SantofimiaMaría José Santofimia Romero Sandra Scott-Hayward Sakir Sezer Vishal Sharma Domenico Siracusa Helen Smith Simon Sorensen Bernd Stahl Sebastian Stein 0001 Darryl Stewart Annisa J. Sugiarti Jérôme Thévenon Styliani Tompazi Xavier del Toro Philip Torr 0001 Roque TorresRoque Torres-Sánchez Beverley Townsend Erik Trickel Ioannis Tsiokanos F. Soto VallesFulgencio Soto-Vallés Hans Vandierendonck Sriram Varadarajan Santiago H. Hoyos Velasquez Sergio A. Velastin David Villa Charles Vincent Jennifer Williams 0001 Robert Williamson Peter Winter Rob Wit Li Xiaofei Vahid Yazdanpanah Suleiman Y. Yerima Ziming Zhao 0001 Huiyu Zhou 0001