Jesus Martinez-del-Rincon

2025

DIP-ECOD: improving anomaly detection in multimodal distributions

Yang, K., Miller, P. & Martinez-del-Rincon, J., 09 Feb 2025, Conference on Applied Machine Learning for Information Security (CAMLIS 2024): proceedings. CEUR-WS, p. 145-160 15 p. (CEUR Workshop Proceedings; vol. 3920).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

Exploring strategies to improve learning outcomes in video analytics and machine learning in large classes

Ahmaderaghi, B., Martinez-del-Rincon, J. & Stewart, D., 16 Jan 2025, (Accepted) IEEE Global Engineering Education Conference (EDUCON 2025): Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE Global Engineering Education Conference (EDUCON)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Navigating concept drift and packing complexity in malware family classification

Guldemir, N. H., Olukoya, O. & Martínez-del-Rincón, J., 09 Feb 2025, Conference on Applied Machine Learning for Information Security (CAMLIS 2024): Proceedings. CEUR-WS, Vol. 3920. p. 129-144 15 p. (CEUR Workshop Proceedings; vol. 3920).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

PEVuln: a benchmark dataset for using machine learning to detect vulnerabilities in PE malware

Ross, N., Olukoya, O., Martínez del Rincón, J. & Carlin, D., 09 Feb 2025, Conference on Applied Machine Learning for Information Security (CAMLIS 2024): Proceedings. CEUR-WS, Vol. 3920. p. 83-113 30 p. (CEUR Workshop Proceedings; vol. 3920).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

SaaS-enabled RGB to hyperspectral imaging: a novel paradigm in image processing technology

Williamson, R., Reaño, C., Martinez-del-Rincon, J. & Koidis, T., 07 Jan 2025, (Accepted) Proceedings of the 39th International Conference on Advanced Information Networking and Applications (AINA2025). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Conference on Advanced Information Networking and Applications ).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2024

Addressing malware family concept drift with triplet autoencoder

Guldemir, N. H., Olukoya, O. & Martínez-del-Rincón, J., 03 Nov 2024, Proceedings of the Eighteenth International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2024). Hussain, F. & Fries, S. (eds.). IARIA, p. 89-97 (SECURWARE Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

10 Downloads (Pure)

AI and personal data in the metaverse: a risk assessment

Simoes, S., Martinez-del-Rincon, J. & McWilliams, G., 09 Oct 2024, (Accepted) Proceedings of the 2024 IEEE International Conference on Metaverse. (Proceedings of the IEEE International Conference on Metaverse).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

A wolf in sheep’s clothing: evading robust aggregation in federated learning through in-distribution attacks

McGaughey, R., Martinez-del-Rincon, J. & Alouani, I., 23 Oct 2024, (Accepted) 2024 Cyber Research Conference - Ireland (Cyber-RCI): Proceedings. Institute of Electrical and Electronics Engineers Inc.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Image-based sensor for on-tree automatic color tracking in pomegranate orchards

Giménez Gallego, J., Martínez-del-Rincon, J., Blaya-Ros, P. J., González-Teruel, J. D., Jiménez-Buendía, M. & Torres Sanchez, R., 12 Feb 2024, Proceedings of 2023 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor). Institute of Electrical and Electronics Engineers Inc., p. 283-288

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

53 Downloads (Pure)

2023

A meta-learning approach for domain generalisation across visual modalities in vehicle re-identification

Kamenou, E., Martinez-del-Rincon, J., Miller, P. & Devlin Hill, P., 14 Aug 2023, Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). Institute of Electrical and Electronics Engineers Inc., p. 385-393 (IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW): Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

5 Citations (Scopus)

92 Downloads (Pure)

Convolutional neural network for software vulnerability detection

Yang, K., Miller, P. & Martinez-del-Rincon, J., 07 Feb 2023, Proceedings of the 1st Cyber Research Conference Ireland, Cyber-RCI 2022. Lang, M. & Dowling, S. (eds.). Institute of Electrical and Electronics Engineers Inc., 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

2 Citations (Scopus)

169 Downloads (Pure)

Ensemble learning for mapper parameter optimization

Fitzpatrick, P., Jurek-Loughrey, A., Dłotko, P. & Martinez-del-Rincon, J., 20 Dec 2023, Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2023. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Tools for Artificial Intelligence: proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

1 Citation (Scopus)

70 Downloads (Pure)

RGB-2-hyper-spectral image reconstruction for food science using encoder/decoder neural architectures

Williamson, R., Martinez Del Rincon, J., Koidis, A. & Reaño, C., 28 Aug 2023, IEEE Symposium on Computers and Communications (ISCC 2023): Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 872-875 4 p. (IEEE Symposium on Computers and Communications: Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

44 Downloads (Pure)

2022

Closing the domain gap for cross-modal visible-infrared vehicle re-identification

Kamenou, E., Martinez del Rincon, J., Miller, P. & Devlin-Hill, P., 29 Nov 2022, Proceedings of the 26th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 2728-2734 7 p. (International Conference on Pattern Recognition (ICPR)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

5 Citations (Scopus)

184 Downloads (Pure)

Hacia la creación de reglas CEP no supervisadas para la detección en tiempo real de ataques en entornos IoT

Roldán Gómez, J., Martinez-del-Rincon, J., Boubeta-Puig, J. & Martínez, J. L., 27 Jun 2022, Las Actas JNIC 2022. de Fuentes, J. M., González , L., Sancho, J. C., Ayerbe, A. & Escalante, M. L. (eds.). p. 147-154 ( Jornadas Nacionales de Investigación en Ciberseguridad (JNIC): Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

145 Downloads (Pure)

Impact assessment of nilm methods for an enhanced observability of low voltage distribution networks

Moreno Jaramillo, A. F., Lopez-Lorente, J., Brogan, P., Laverty, D., Martinez-del-Rincon, J. & Foley, A., 26 Oct 2022, Proceedings of the ISC2 2022. Institute of Electrical and Electronics Engineers Inc., 7 p. (IEEE International Smart Cities Conference (ISC2): Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

1 Citation (Scopus)

104 Downloads (Pure)

Instruction-aware learning-based timing error models through significance-driven approximations

Tompazi, S., Tsiokanos, I., Martinez-del-Rincon, J., Mukhanov, L. & Karakonstantis, G., 19 Dec 2022, Proceedings of the 40th IEEE International Conference on Computer Design, ICCD 2022. Institute of Electrical and Electronics Engineers Inc., p. 455-462 (IEEE International Conference on Computer Design: Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

3 Citations (Scopus)

67 Downloads (Pure)

Least privilege learning for attribute obfuscation

Brown, G., Martinez-del-Rincon, J. & Miller, P., 10 May 2022, Proceedings of the 6th Asian Conference on Pattern Recognition. Springer, p. 142-156 15 p. (Lecture Notes in Computer Science; vol. 13189).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

1 Citation (Scopus)

60 Downloads (Pure)

Optimising vulnerability triage in DAST with deep learning

Millar, S., Podgurskii, D., Kuykendall, D., Martinez-del-Rincon, J. & Miller, P., 07 Nov 2022, Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security. Association for Computing Machinery, p. 137-147 (AISec: Artificial Intelligence and Security Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

3 Citations (Scopus)

163 Downloads (Pure)

2021

Algorithm architecture comparison for mammogram anomaly classification

Armstrong, J., Martinez-del-Rincon, J. & Miller, P., 03 Sept 2021, Irish Machine Vision and Image Processing Conference 2021: proceedings. Irish Pattern Recognition & Classification Society, p. 81-88

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

32 Downloads (Pure)

Identification of Distributed Energy Resources in Low Voltage Distribution Networks

Moreno Jaramillo, A. F., Lopez-Lorente, J., Laverty, D., Martinez-del-Rincon, J. & Foley, A. M., 21 Dec 2021, 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe). Institute of Electrical and Electronics Engineers Inc., 6 p. 152

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

7 Citations (Scopus)

Multi-level Deep Learning Vehicle Re-identification using Ranked-based Loss Functions

Kamenou, E., Martinez-del-Rincon, J., Miller, P. & Devlin Hill, P., 05 May 2021, (Early online date) International Conference on Pattern Recognition: 10/01/2021 → 15/01/2021 Milan, Italy. Institute of Electrical and Electronics Engineers Inc., (International Conference on Pattern Recognition (ICPR): Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

4 Citations (Scopus)

356 Downloads (Pure)

Photovoltaic Power Disaggregation using a Non-Intrusive Load Monitoring Regression Model

Moreno Jaramillo, A. F., Mohamed, A. A. R., Laverty, D., Martinez-del-Rincon, J. & Foley, A., 21 Dec 2021, 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe). Institute of Electrical and Electronics Engineers Inc., 6 p. 304

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Citations (Scopus)

2020

DANdroid: A Multi-View Discriminative Adversarial Network for Obfuscated Android Malware Detection

Millar, S., McLaughlin, N., Martinez del Rincon, J., Miller, P. & Zhao, Z., 16 Mar 2020, Proceeding of the 10th ACM Conference on Data and Application Security and Privacy. (Proceedings of the Tenth ACM Conference on Data and Application Security and Privacy).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

54 Citations (Scopus)

826 Downloads (Pure)

Non-Intrusive Load Monitoring Algorithm for PV Identification in the Residential Sector

Moreno Jaramillo, A., Laverty, D., Martinez-del-Rincon, J., Brogan, P. & Morrow, D. J., 30 Sept 2020, 2020 31st Irish Signals and Systems Conference (ISSC 2020): Proceedings. Institute of Electrical and Electronics Engineers Inc., 9180192. (2020 31st Irish Signals and Systems Conference, ISSC 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

9 Citations (Scopus)

318 Downloads (Pure)

Supervised Non-Intrusive Load Monitoring algorithm for Electric Vehicle Identification

Moreno Jaramillo, A., Laverty, D., Hastings, J., Martinez-del-Rincon, J. & Morrow, D. J., 30 Jun 2020, Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference. Institute of Electrical and Electronics Engineers Inc., 6 p. (Proceedings of the IEEE International Instrumentation and Measurement Technology Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

25 Citations (Scopus)

386 Downloads (Pure)

Unsupervised object detection via LWIR/RGB translation

Abbott, R., Martinez-del-Rincon, J., Robertson, N. & Connor, B., 28 Jul 2020, IEEE Conference on Computer Vision and Pattern Recognition Workshops: Proceedings. 2020 ed. Institute of Electrical and Electronics Engineers Inc.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

14 Citations (Scopus)

503 Downloads (Pure)

Utilising domain transformations in multi-camera re-identification scenarios beyond data augmentation

Brown, G., Martinez del Rincon, J. & Miller, P., 24 Sept 2020, 22nd Irish Machine Vision and Image Processing Conference, IMVIP 2020: Proceedings. Mullery, S. (ed.). Irish Pattern Recognition & Classification Society, p. 133-136 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

45 Downloads (Pure)

2019

Cell Detection With Deep Convolutional Networks Trained With Minimal Annotations

Lomanov, K., Martinez del Rincon, J., Miller, P. & Gribben, H., 11 Jul 2019, IEEE International Symposium on Biomedical Imaging (ISBI) 2019 proceeding. p. 943-947 5 p. (IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

4 Citations (Scopus)

373 Downloads (Pure)

Correlation of vehicle load to displacement of bridge structures to provide load rating

Lydon, D., Taylor, S., Lydon, M. & del Rincon, J. M., 04 Aug 2019, Proceedings of the 9th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII-9). Chen, G. & Alampalli, S. (eds.). Missouri University of Science and Technology, Vol. 2. p. 825-830 (International Conference on Structural Health Monitoring of Intelligent Infrastructure: Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

EMG wrist-hand motion recognition system for real-time Embedded platform

Raurale, S., McAllister, J. & Martinez del Rincon, J., 17 Apr 2019, 2019 International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers Inc., p. 1523-1527

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

24 Citations (Scopus)

455 Downloads (Pure)

Robustness in Sum-Product Networks with continuous and categorical data

de Wit, R., de Campos, C. P., Conaty, D. & Martinez del Rincon, J., 27 Jul 2019, International symposium on imprecise probabilities . Vol. 103. p. 156-158

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

1 Citation (Scopus)

95 Downloads (Pure)

Synthetic data augmentation for facial re-identification

Brown, G., Martinez del Rincon, J. & Miller, P., 28 Aug 2019, Proceeding of the 21st Irish Machine Vision and Image Processing Conference, IMVIP 2019. Courtney, J., Deegan, C. & Leamy, P. (eds.). Irish Pattern Recognition & Classification Society, p. 116-123

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

119 Downloads (Pure)

2018

A comparative study of face re-identification systems under real-world conditions

Brown, G., Martinez del Rincon, J. & Miller, P., 31 Aug 2018, Proceedings of the 20th Irish Machine Vision and Image Processing Conference, IMVIP 2018. Scotney, B. W. (ed.). Irish Pattern Recognition & Classification Society, p. 137-144

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

106 Downloads (Pure)

EMG Acquisition and Hand Pose Classification for Bionic Hands from Randomly-placed Sensors

Raurale, S., McAllister, J. & Martinez del Rincon, J., 13 Sept 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1105-1109 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

15 Citations (Scopus)

575 Downloads (Pure)

LAP-based tracking for focal adhesions

Lomanov, K., Martinez del Rincon, J., Miller, P. & Gribben, H., 2018, Irish Machine Vision and Image Processing Conference Proceedings 2018: Proceedings. p. 49-56

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

150 Downloads (Pure)

Refining the Pose: Training and use of Deep Recurrent Autoencoders for Improving Human Pose Estimations

McLaughlin, N. & Martinez del Rincon, J., 01 Sept 2018, Proceeding of the X Conference on Articulated Motion and Deformable Objects AMDO 2018. Springer, Vol. 10945. 11 p. (Image Processing, Computer Vision, Pattern Recognition, and Graphics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Visual and Semantic Feature Spaces for Zero-shot Image Decoding

McCartney, B., Martinez del Rincon, J., Devereux, B. & Murphy, B., 2018, Irish Machine Vision and Image Processing Conference Proceedings 2018: Proceedings. Irish Pattern Recognition & Classification Society, p. 25-32

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

68 Downloads (Pure)

2017

Deep Android Malware Detection

McLaughlin, N., Martinez del Rincon, J., Kang, B., Yerima, S., Miller, P., Sezer, S., Safaeisemnani, Y., Trickel, E., Zhao, Z., Doupé, A. & Joon Ahn, G., 22 Mar 2017, Proceedings of the ACM Conference on Data and Applications Security and Privacy (CODASPY) 2017. Association for Computing Machinery, 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

414 Citations (Scopus)

9114 Downloads (Pure)

Deep object classification in low resolution LWIR imagery via transfer learning

Abbott, R., Del Rincon, J. M., Connor, B. & Robertson, N., 23 Nov 2017, Proceedings of the 5th IMA Conference on Mathematics in Defence. 9 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

1162 Downloads (Pure)

Development and Testing of a Portable Vision Based SHM System for Rapid Deployment on Rural Bridge Sites

Lydon, D., Lydon, M., Taylor, S., Martinez del Rincon, J., Robinson, D. & Hester, D., 19 Aug 2017, ASNT Research Symposium 2017: “Advancing NDE Technologies, Research, and Engineering in a Changing World. 13/03/2017 → 17/03/2017 Florida, United States.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

48 Downloads (Pure)

2016

Abnormal Pedestrian Trajectory analysis based on arbitrary-length clustering

Murdock, D. & Martinez del Rincon, J., 26 Aug 2016, Irish Machine Vision & Image Processing Conference Proceedings 2016. Devaney, N. (ed.). Irish Pattern Recognition & Classification Society, p. 17-24 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

1219 Downloads (Pure)

Analysis of variable-order interacting multiple model algorithms for cell tracking

Lomanov, K., Martinez del Rincon, J., Miller, P. & Gribben, H., 25 Aug 2016, Irish Machine Vision & Image Processing Conference proceedings 2016. p. 33-40 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

224 Downloads (Pure)

Recurrent Convolutional Network for Video-based Person Re-Identification

McLaughlin, N., Martinez del Rincon, J. & Miller, P., 12 Dec 2016, Proceedings of the IEEE conference on computer vision and pattern recognition CVPR 2016. Institute of Electrical and Electronics Engineers Inc., 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

545 Citations (Scopus)

3618 Downloads (Pure)

2015

Data-Augmentation for Reducing Dataset Bias in Person Re-identification

McLaughlin, N., Martinez del Rincon, J. & Miller, P., Aug 2015, Proceedings of 2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS). Institute of Electrical and Electronics Engineers Inc., 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

86 Citations (Scopus)

1854 Downloads (Pure)

Enhancing Linear Programming with Motion Modeling for Multi-target Tracking

McLaughlin, N., Martinez Del Rincon, J. & Miller, P., 06 Jan 2015, 2015 IEEE Winter Conference on Applications of Computer Vision (WACV). Institute of Electrical and Electronics Engineers Inc., p. 71-77 7 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

45 Citations (Scopus)

921 Downloads (Pure)

2014

Perceptual Watermarking for Discrete Shearlet Transform

Ahmaderaghi, B., Martinez Del Rincon, J., Kurugollu, F. & Bouridane, A., 12 Dec 2014, 2014 5th European Workshop on Visual Information Processing (EUVIP). Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

7 Citations (Scopus)

485 Downloads (Pure)

2013

Body pose based pedestrian tracking in a particle filtering framework

Rahman, M. J., Martinez-del-Rincon, J., Nebel, J.-C. & Makris, D., 2013, The 13th IAPR Conference on Machine Vision Applications (MVA 2013).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Online Multiperson Tracking With Occlusion Reasoning and Unsupervised Track Motion Model

McLaughlin, N., Martinez-del-Rincon, J. & Miller, P., Aug 2013, Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance. p. 37-42 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

File

9 Citations (Scopus)

532 Downloads (Pure)

2012

Articulated Particle Filter for Hand Tracking

Ros Sanchez, G., Martinez-del-Rincon, J. & Garcia Mateo, G., 2012, International Conference on Pattern Recognition ICPR'12. p. 3581-3585 5 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Citations (Scopus)

Jesus Martinez-del-Rincon

Research output

Search results