Pedro Machado

65 papers A 1B 6C 2Journal 34Unranked 22
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bearded Dragon Activity Recognition Pipeline: An AI-Based Approach to Behavioural Monitoring.
CoRR
Arsen Yermukan, Pedro Machado, Feliciano Domingos, Isibor Kennedy Ihianle, Jordan J. Bird, Stefano S. K. Kaburu, Samantha J. Ward
2025 J jnl
Cross-cohort genetic risk prediction for Alzheimer's disease: a transfer learning approach using GWAS and deep learning models.
BioData Min.
Isibor Kennedy Ihianle, Wathsala Samarasekara, Keeley J. Brookes, Pedro Machado
2025 J jnl
Enhancing pollinator conservation: Monitoring of bees through object recognition.
Comput. Electron. Agric.
Ajay John Alex, Chloe M. Barnes, Pedro Machado, Isibor Kennedy Ihianle, Gábor Markó, Martin Bencsik, Jordan J. Bird
2025 — conf
Ethically-Aligned Safety Monitoring in CNC Machining via Ontological Modeling.
ICAR
Hugo Constantinopolos, Taiser Barros, Caroline Santos dos Reis, Renan Maffei, Edson Prestes, Pedro Machado
2025 J jnl
ProtPipe: A Multifunctional Data Analysis Pipeline for Proteomics and Peptidomics.
Genom. Proteom. Bioinform.
Ziyi Li, Cory A. Weller, Syed Shah, Nicholas L. Johnson, Ying Hao, Paige B. Jarreau, Jessica Roberts, Deyaan Guha, Colleen Bereda, Sydney Klaisner, Pedro Machado, Matteo Zanovello, Mercedes Prudencio, Björn Oskarsson, Nathan P. Staff, Dennis W. Dickson, Pietro Fratta, Leonard Petrucelli, Priyanka Narayan, Mark R. Cookson, Michael E. Ward, Andrew B. Singleton, Mike A. Nalls, Yue A. Qi
2025 J jnl
Sex and age determination in European lobsters using AI-Enhanced bioacoustics.
CoRR
Feliciano Pedro Francisco Domingos, Isibor Kennedy Ihianle, Omprakash Kaiwartya, Ahmad Lotfi, Nicola Khan, Nicholas Beaudreau, Amaya Albalat, Pedro Machado
2025 J jnl
SteganoSNN: SNN-Based Audio-in-Image Steganography with Encryption.
CoRR
Biswajit Kumar Sahoo, Pedro Machado, Isibor Kennedy Ihianle, Andreas Oikonomou, Srinivas Boppu
2024 J jnl
Enhancing Pollinator Conservation towards Agriculture 4.0: Monitoring of Bees through Object Recognition.
CoRR
Ajay John Alex, Chloe M. Barnes, Pedro Machado, Isibor Kennedy Ihianle, Gábor Markó, Martin Bencsik, Jordan J. Bird
2024 J jnl
Enhancing Stress Detection: A Comprehensive Approach through rPPG Analysis and Deep Learning Techniques.
Sensors
Laura Fontes, Pedro Machado, Doratha Vinkemeier, Salisu Wada Yahaya, Jordan J. Bird, Isibor Kennedy Ihianle
2024 — conf
Input-Adaptation Approach for Human Activity Recognition.
PETRA
Kalhan Boralessa, Isibor Kennedy Ihianle, Pedro Machado, Salisu Wada Yahaya, Ahmad Lotfi
2024 J jnl
Minimising redundancy, maximising relevance: HRV feature selection for stress classification.
Expert Syst. Appl.
Isibor Kennedy Ihianle, Pedro Machado, Kayode Owa, David Ada Adama, Richard I. Otuka, Ahmad Lotfi
2024 — conf
SmartAntenna: Enhancing Wireless Range with Autonomous Orientation.
TAROS (1)
Michael Swann, Pedro Machado, Isibor Kennedy Ihianle, Yahaya Salisu Wada, Farbod Zorriassatine, Andreas Oikonomou
2024 J jnl
SmartAntenna: Enhancing Wireless Range with Autonomous Orientation.
CoRR
Michael Swann, Pedro Machado, Isibor Kennedy Ihianle, Salisu Wada Yahaya, Farbod Zorriassatine, Andreas Oikonomou
2024 J jnl
UDEEP: Edge-based Computer Vision for In-Situ Underwater Crayfish and Plastic Detection.
CoRR
Dennis Monari, Jack Larkin, Pedro Machado, Jordan J. Bird, Isibor Kennedy Ihianle, Salisu Wada Yahaya, Farhad Fassihi Tash, Md Mahmudul Hasan, Ahmad Lotfi
2024 — conf
WeedScout: Real-Time Autonomous Blackgrass Classification and Mapping Using Dedicated Hardware.
TAROS (1)
Matthew Gazzard, Helen Hicks, Isibor Kennedy Ihianle, Jordan J. Bird, Md Mahmudul Hasan, Pedro Machado
2024 J jnl
WeedScout: Real-Time Autonomous blackgrass Classification and Mapping using dedicated hardware.
CoRR
Matthew Gazzard, Helen Hicks, Isibor Kennedy Ihianle, Jordan J. Bird, Md Mahmudul Hasan, Pedro Machado
2023 — conf
A Neuroevolution Approach to Keypoint-Based Sign Language Fingerspelling Classification.
IIAI-AAI-Winter
Jordan J. Bird, Isibor Kennedy Ihianle, Pedro Machado, David J. Brown, Ahmad Lotfi
2023 — conf
A systematic study on the impact of GDPR compliance on Organizations.
SBSI
Pedro Machado, Jéssyka Vilela, Mariana Maia Peixoto, Carla T. L. L. Silva
2023 J jnl
Benchmarking edge computing devices for grape bunches and trunks detection using accelerated object detection single shot multibox deep learning models.
Eng. Appl. Artif. Intell.
Sandro Costa Magalhães, Filipe Neves dos Santos, Pedro Machado, António Paulo Moreira, Jorge Dias
2023 J jnl
Computational models of object motion detectors accelerated using FPGA technology.
CoRR
Pedro Machado
2023 J jnl
Dynamic Training of Liquid State Machines.
CoRR
Pavithra Koralalage, Pedro Machado, Jason Smith, Isibor Kennedy Ihianle, Salisu Wada Yahaya, Andreas Oikonomou, Ahmad Lotfi
2023 — conf
Exploring the Role of Fear in Human Decision Making.
PETRA
Patrick Kelly, David Ada Adama, Isibor Kennedy Ihianle, Pedro Machado, Richard I. Otuka
2023 J jnl
Mitigating Adversarial Attacks in Deepfake Detection: An Exploration of Perturbation and AI Techniques.
CoRR
Saminder Dhesi, Laura Fontes, Pedro Machado, Isibor Kennedy Ihianle, Farhad Fassihi Tash, David Ada Adama
2023 J jnl
NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector.
ACM Trans. Reconfigurable Technol. Syst.
Pedro Machado, João Filipe Ferreira, Andreas Oikonomou, T. M. McGinnity
2023 J jnl
Secure Video Streaming Using Dedicated Hardware.
CoRR
Nicholas Murray-Hill, Laura Fontes, Pedro Machado, Isibor Kennedy Ihianle
2023 J jnl
Secure Video Streaming Using Dedicated Hardware.
J. Signal Process. Syst.
Nicholas Murray-Hill, Laura Fontes, Pedro Machado, Isibor Kennedy Ihianle
2023 J jnl
Sensing and Artificial Perception for Robots in Precision Forestry: A Survey.
Robotics
João Filipe Ferreira, David Portugal, Maria Eduarda Andrada, Pedro Machado, Rui P. Rocha, Paulo Peixoto
2023 A conf
Supervised Contrastive Learning with Identity-Label Embeddings for Facial Action Unit Recognition.
BMVC
Tangzheng Lian, David Ada Adama, Pedro Machado, Doratha E. Drake Vinkemeier
2022 C conf
Benchmarking Data Augmentation Techniques for Tabular Data.
IDEAL
Pedro Machado, Bruno Fernandes, Paulo Novais
2022 J jnl
Benchmarking Edge Computing Devices for Grape Bunches and Trunks Detection using Accelerated Object Detection Single Shot MultiBox Deep Learning Models.
CoRR
Sandro Costa Magalhães, Filipe Neves dos Santos, Pedro Machado, António Paulo Moreira, Jorge Dias
2022 — conf
Deep Learning Approach for Classifying Trusses and Runners of Strawberries.
UKCI
Jakub Pomykala, Francisco de Lemos, Isibor Kennedy Ihianle, David Ada Adama, Pedro Machado
2022 J jnl
Deep Learning approach for Classifying Trusses and Runners of Strawberries.
CoRR
Jakub Pomykala, Francisco de Lemos, Isibor Kennedy Ihianle, David Ada Adama, Pedro Machado
2022 J jnl
Estimating the Power Consumption of Heterogeneous Devices when performing AI Inference.
CoRR
Pedro Machado, Ivica Matic, Francisco de Lemos, Isibor Kennedy Ihianle, David Ada Adama
2022 J jnl
Exploiting High Quality Tactile Sensors for Simplified Grasping.
CoRR
Pedro Machado, T. M. McGinnity
2022 — conf
Real-Time Gesture Recognition with Virtual Glove Markers.
PETRA
Finlay McKinnon, David Ada Adama, Pedro Machado, Isibor Kennedy Ihianle
2022 J jnl
Real-Time Gesture Recognition with Virtual Glove Markers.
CoRR
Finlay McKinnon, David Ada Adama, Pedro Machado, Isibor Kennedy Ihianle
2022 J jnl
Towards Achieving Thermal Comfort through Physiologically Cloud based controlled HVAC System.
CoRR
Isibor Kennedy Ihianle, Pedro Machado, Kayode Owa, David Ada Adama
2021 J jnl
HSMD: An Object Motion Detection Algorithm Using a Hybrid Spiking Neural Network Architecture.
IEEE Access
Pedro Machado, Andreas Oikonomou, João Filipe Ferreira, T. Martin McGinnity
2021 J jnl
HSMD: An object motion detection algorithm using a Hybrid Spiking Neural Network Architecture.
CoRR
Pedro Machado, Andreas Oikonomou, João Filipe Ferreira, T. M. McGinnity
2021 J jnl
NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector.
CoRR
Pedro Machado, Eiman Kanjo, Andreas Oikonomou, Ahmad Lotfi
2021 B conf
Object recognition for robotics from tactile time series data utilising different neural network architectures.
IJCNN
Wolfgang Bottcher, Pedro Machado, Nikesh Lama, T. M. McGinnity
2021 J jnl
Object recognition for robotics from tactile time series data utilising different neural network architectures.
CoRR
Wolfgang Bottcher, Pedro Machado, Nikesh Lama, T. M. McGinnity
2021 J jnl
Self-secured devices: High performance and secure I/O access in TrustZone-based systems.
J. Syst. Archit.
Sandro Pinto, Pedro Machado, Daniel Oliveira, David Cerdeira, Tiago Gomes
2020 J jnl
Strawberry Detection Using a Heterogeneous Multi-Processor Platform.
CoRR
Samuel Brandenburg, Pedro Machado, Nikesh Lama, T. M. McGinnity
2019 — conf
Gesture Recognition Intermediary Robot for Abnormality Detection in Human Activities.
SSCI
Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud, Pedro Machado, Naoyuki Kubota
2019 — conf
NatCSNN: A Convolutional Spiking Neural Network for Recognition of Objects Extracted from Natural Images.
ICANN (1)
Pedro Machado, Georgina Cosma, T. Martin McGinnity
2019 J jnl
NatCSNN: A Convolutional Spiking Neural Network for recognition of objects extracted from natural images.
CoRR
Pedro Machado, Georgina Cosma, T. Martin McGinnity
2019 — conf
Object Classification for Robotic Platforms.
ROBOT (2)
Samuel Brandenburg, Pedro Machado, Pranjali Shinde, João Filipe Ferreira, T. Martin McGinnity
2018 B conf
Bio-Inspired Ganglion Cell Models for Detecting Horizontal and Vertical Movements.
IJCNN
Pedro Machado, Andreas Oikonomou, Georgina Cosma, T. Martin McGinnity
2018 J jnl
Emulation of chemical stimulus triggered head movement in the
Neurocomputing
Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, Andoni Mujika, Peter Leskovský, Roberto Álvarez, Gorka Epelde, T. Martin McGinnity
2018 — conf
Online Object Trajectory Classification Using FPGA-SoC Devices.
UKCI
Pranjali Shinde, Pedro Machado, Filipe Neves dos Santos, T. Martin McGinnity
2016 B conf
C. elegans behavioural response germane to Hardware modelling.
IJCNN
Kofi Appiah, Pedro Machado, Alicia Costalago Meruelo, T. Martin McGinnity
2016 B conf
Challenges in clustering C. elegans neurons using computational approaches.
IJCNN
Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, T. Martin McGinnity
2016 B conf
Si elegans: Evaluation of an innovative optical synaptic connectivity method for C. elegans Phototaxis using FPGAs.
IJCNN
Pedro Machado, Alicia Costalago Meruelo, Nikesh Lama, David Ada Adama, Kofi Appiah, T. Martin McGinnity, Alexey Petrushin, Lorenzo Ferrara, Axel W. Blau
2015 — conf
Si elegans: A Computational Model of C. elegans Muscle Response to Light.
NEUROTECHNIX
Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, T. Martin McGinnity
2015 B conf
Si elegans: Hardware architecture and communications protocol.
IJCNN
Pedro Machado, Kofi Appiah, T. Martin McGinnity, John J. Wade
2014 — conf
Exploring Neural Principles with Si elegans, a Neuromimetic Representation of the Nematode Caenorhabditis elegans.
NEUROTECHNIX
Axel W. Blau, Frank Callaly, Seamus Cawley, Aedan Coffey, Alessandro De Mauro, Gorka Epelde, Lorenzo Ferrara, Finn Krewer, Carlo Liberale, Pedro Machado, Gregory Maclair, Thomas Martin McGinnity, Fearghal Morgan, Andoni Mujika, Alexey Petrushin, Gautier Robin, John J. Wade
2014 — conf
Si elegans - Computational Modelling of C. elegans Nematode Nervous System using FPGAs.
NEUROTECHNIX
Pedro Machado, John J. Wade, T. Martin McGinnity
2014 — conf
Si elegans: FPGA hardware emulation of C. elegans nematode nervous system.
NaBIC
Pedro Machado, John J. Wade, T. Martin McGinnity
2014 — conf
The Si elegans Project - The Challenges and Prospects of Emulating Caenorhabditis elegans.
Living Machines
Axel W. Blau, Frank Callaly, Seamus Cawley, Aedan Coffey, Alessandro De Mauro, Gorka Epelde, Lorenzo Ferrara, Finn Krewer, Carlo Liberale, Pedro Machado, Gregory Maclair, Thomas Martin McGinnity, Fearghal Morgan, Andoni Mujika, Alessandro Petrushin, Gautier Robin, John J. Wade
2013 — conf
MZoltar: automatic debugging of Android applications.
DeMobile@ESEC/FSE
Pedro Machado, José Campos, Rui Abreu
2010 C conf
Built-in Clock Domain Crossing (CDC) test and diagnosis in GALS systems.
DDECS
Carlos Leong, Pedro Machado, Vasco Bexiga, João Paulo Teixeira, Isabel C. Teixeira, José C. Silva, Pedro Lousã, João Varela
2009 — conf
Data Acquisition Electronics for PET Mammography Imaging.
BIODEVICES
Carlos Leong, Pedro Machado, Vasco Bexiga, João Paulo Teixeira, Isabel C. Teixeira, Joel Rego, Pedro Neves, Fernando Piedade, Pedro Lousã, Pedro Miguel Rodrigues, Andreia Trindade, Ricardo Bugalho, João F. Pinheiro, Manuel Ferreira, João Varela
2009 — conf
On-Detector Electronics of the Clear PEM Scanner.
BIODEVICES
Edgar F. M. Albuquerque, Vasco Bexiga, Ricardo Bugalho, Bruno Carriço, Cláudia S. Ferreira, Miguel Ferreira, Joaquim Godinho, Fernando M. Gonçalves, Carlos Leong, Pedro Lousã, Pedro Machado, Rui Moura, Pedro Neves, Catarina Ortigão, Fernando Piedade, João F. Pinheiro, P. Relvas, Angelo Rivetti, Pedro Miguel Rodrigues, José C. Silva, Manuel M. Silva, Isabel C. Teixeira, João Paulo Teixeira, Andreia Trindade, João Varela
1998 — conf
A New Dynamic Model for a Multi-Agent Formation.
IBERAMIA
Daniel Gonçalves, Pedro Machado, Ana Paiva