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André Lourenço

André Ribeiro Lourenço

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Journal Articles

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2023
[j11]
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Nuno Gomes, Matilde Pato, André Ribeiro Lourenço, Nuno Datia:
A Survey on Wearable Sensors for Mental Health Monitoring. Sensors 23(3): 1330 (2023)
2021
[j10]
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Telma Esteves, João Ribeiro Pinto, Pedro M. Ferreira, Pedro Amaro Costa, Lourenço Abrunhosa Rodrigues, Inês Antunes, Gabriel Lopes, Pedro Gamito, Arnaldo J. Abrantes, Pedro Mendes Jorge, André Lourenço, Ana Filipa Sequeira, Jaime S. Cardoso, Ana Rebelo:
AUTOMOTIVE: A Case Study on AUTOmatic multiMOdal Drowsiness detecTIon for smart VEhicles. IEEE Access 9: 153678-153700 (2021)
2018
[j9]
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João Ribeiro Pinto, Jaime S. Cardoso, André Lourenço:
Evolution, Current Challenges, and Future Possibilities in ECG Biometrics. IEEE Access 6: 34746-34776 (2018)
2017
[j8]
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João Ribeiro Pinto, Jaime S. Cardoso, André Lourenço, Carlos Carreiras:
Towards a Continuous Biometric System Based on ECG Signals Acquired on the Steering Wheel. Sensors 17(10): 2228 (2017)
2016
[j7]
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Vítor Amaral, Francisco Marques, André Lourenço, José Barata, Pedro F. Santana:
Laser-Based Obstacle Detection at Railway Level Crossings. J. Sensors 2016: 1719230:1-1719230:11 (2016)
[j6]
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Pedro Deusdado, Magno Guedes, André Silva, Francisco Marques, Eduardo Pinto, Paulo Rodrigues, André Lourenço, Ricardo Mendonça, Pedro F. Santana, José Corisco, Marta Almeida, Luís Portugal, Raquel Caldeira, José Barata, Luís Flores:
Sediment Sampling in Estuarine Mudflats with an Aerial-Ground Robotic Team. Sensors 16(9): 1461 (2016)
2015
[j5]
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André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo:
Probabilistic consensus clustering using evidence accumulation. Mach. Learn. 98(1-2): 331-357 (2015)
2014
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Hugo Plácido da Silva, André Lourenço, Ana L. N. Fred, Nuno Raposo, Marta Aires-de-Sousa:
Check Your Biosignals Here: A new dataset for off-the-person ECG biometrics. Comput. Methods Programs Biomed. 113(2): 503-514 (2014)
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Hugo Plácido da Silva, André Lourenço, Ana L. N. Fred, Raúl Martins:
BIT: Biosignal Igniter Toolkit. Comput. Methods Programs Biomed. 115(1): 20-32 (2014)
[j2]
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André Lourenço, Hugo Plácido da Silva, Carlos Carreiras, Ana Priscila Alves, Ana L. N. Fred:
A web-based platform for biosignal visualization and annotation. Multim. Tools Appl. 70(1): 433-460 (2014)
2011
[j1]
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  - journals/cin/LourencoSF11
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André Lourenço, Hugo Silva, Ana L. N. Fred:
Unveiling the Biometric Potential of Finger-Based ECG Signals. Comput. Intell. Neurosci. 2011: 720971:1-720971:8 (2011)

Conference and Workshop Papers

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2023
[c77]
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João Vitorino, Lourenço Abrunhosa Rodrigues, Eva Maia, Isabel Praça, André Lourenço:
Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection. AIME 2023: 108-113
[c76]
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Luís M. P. Loureiro, Artur J. Ferreira, André Ribeiro Lourenço:
Building a Dataset for Trip Style Assessment Based on Real Trip Data. DATA 2023: 287-294
[c75]
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Nuno Gomes, Matilde Pato, André Lourenço, Renato Marcelo, Pedro Santos, Nuno Datia:
Data Visualisation on a Mobile App for Real-Time Mental Health Monitoring. IV 2023: 396-402
[c74]
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Rafael Silva, Lourenço Abrunhosa Rodrigues, André Lourenço, Hugo Plácido da Silva:
Temporal Dynamics of Drowsiness Detection Using LSTM-Based Models. IWANN (1) 2023: 211-220
2021
[c73]
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David Taranta, Francisco Marques, André Lourenço, Pedro Alexandre Prates, Alexandre Souto, Eduardo Pinto, José Barata:
An Autonomous Mobile Robot Navigation Architecture for Dynamic Intralogistics. INDIN 2021: 1-6
[c72]
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  - conf/isie/SoutoPLMMTOMB21
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Alexandre Souto, Pedro Alexandre Prates, André Lourenço, Mazoon S. Al Maamari, Francisco Marques, David Taranta, Luís do Ó, Ricardo Mendonça, José Barata:
Fleet Management System for Autonomous Mobile Robots in Secure Shop-floor Environments. ISIE 2021: 1-6
[c71]
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Fran Pilkington-Cheney, Amir Pooyan Afghari, Ashleigh Filtness, Eleonora Papadimitriou, André Lourenço, Tom Brijs:
The i-DREAMS intervention strategies to reduce driver fatigue and sleepiness for different transport modes. MT-ITS 2021: 1-6
2019
[c70]
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  - conf/isie/OPMLMB19
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Luís do Ó, Pedro Alexandre Prates, Ricardo Mendonça, André Lourenço, Francisco Marques, José Barata:
Autonomous 3-D Aerial Navigation System for Precision Agriculture. ISIE 2019: 1144-1149
[c69]
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  - conf/isie/SalvadoMLMMCB19
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Ana Beatriz Salvado, Ricardo Mendonça, André Lourenço, Francisco Marques, João Pedro Matos-Carvalho, Luís Miguel Campos, José Barata:
Semantic Navigation Mapping from Aerial Multispectral Imagery. ISIE 2019: 1192-1197
2018
[c68]
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  - conf/euvip/OliveiraCLA18
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Licínio Oliveira, Jaime S. Cardoso, André Lourenço, Christer Ahlström:
Driver drowsiness detection: a comparison between intrusive and non-intrusive signal acquisition methods. EUVIP 2018: 1-6
[c67]
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  - conf/icphys/PratesMLMMB18
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Pedro Alexandre Prates, Ricardo Mendonça, André Lourenço, Francisco Marques, João Pedro Matos-Carvalho, José Barata:
Vision-based UAV detection and tracking using motion signatures. ICPS 2018: 482-487
2016
[c66]
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  - conf/iecon/GomesMLMSB16
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João Gomes, Francisco Marques, André Lourenço, Ricardo Mendonça, Pedro F. Santana, José Barata:
Gaze-directed telemetry in high latency wireless communications: The case of robot teleoperation. IECON 2016: 704-709
[c65]
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  - conf/phycs/NevesNL16
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Pedro Neves, Luís Nunes, André Lourenço:
Multi-factor Authentication for Improved Efficiency in ECG: Based Login. PhyCS 2016: 67-74
[c64]
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André Lourenço, Francisco Marques, Ricardo Mendonça, Eduardo Pinto, José Barata:
On the design of the ROBO-PARTNER Intra-factory logistics autonomous robot. SMC 2016: 2647-2652
[c63]
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Raul Guilherme, Francisco Marques, André Lourenço, Ricardo Mendonça, Pedro F. Santana, José Barata:
Context-aware switching between localisation methods for robust robot navigation: A self-supervised learning approach. SMC 2016: 4356-4361
2015
[c62]
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Francisco Marques, Carlos Carreiras, André Lourenço, Ana L. N. Fred, Rui Ferreira:
ECG Biometrics Using a Dissimilarity Space Representation. BIOSIGNALS 2015: 350-359
[c61]
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Helena Aidos, André Lourenço, Diana Batista, Samuel Rota Bulò, Ana L. N. Fred:
Semi-Supervised Consensus Clustering for ECG Pathology Classification. ECML/PKDD (3) 2015: 150-164
[c60]
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André Lourenço, Ana Priscila Alves, Carlos Carreiras, Rui Policarpo Duarte, Ana L. N. Fred:
CardioWheel: ECG Biometrics on the Steering Wheel. ECML/PKDD (3) 2015: 267-270
[c59]
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  - conf/robot/DeusdadoPGMRLMS15
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Pedro Deusdado, Eduardo Pinto, Magno Guedes, Francisco Marques, Paulo Rodrigues, André Lourenço, Ricardo Mendonça, André Silva, Pedro F. Santana, José Corisco, Marta Almeida, Luís Portugal, Raquel Caldeira, José Barata, Luís Flores:
An Aerial-Ground Robotic Team for Systematic Soil and Biota Sampling in Estuarine Mudflats. ROBOT (2) 2015: 15-26
2014
[c58]
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André Lourenço, Carlos Carreiras, Samuel Rota Bulò, Ana L. N. Fred:
ECG analysis using consensus clustering. EUSIPCO 2014: 511-515
[c57]
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  - conf/icinco/CarreirasL0FF14
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Carlos Carreiras, André Lourenço, Hugo Silva, Ana L. N. Fred, Rui Ferreira:
Evaluating Template Uniqueness in ECG Biometrics. ICINCO (Selected Papers) 2014: 111-123
[c56]
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Carlos Carreiras, André Lourenço, Ana L. N. Fred, Rui Ferreira:
ECG Signals for Biometric Applications - Are we there yet?. ICINCO (2) 2014: 765-772
[c55]
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Eduardo Pinto, Pedro F. Santana, Francisco Marques, Ricardo Mendonça, André Lourenço, José Barata:
On the Design of a Robotic System Composed of an Unmanned Surface Vehicle and a Piggybacked VTOL. DoCEIS 2014: 193-200
[c54]
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André Lourenço, Carlos Carreiras, Hugo Silva, Ana L. N. Fred:
ECG biometrics: A template selection approach. MeMeA 2014: 324-329
[c53]
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Ana Priscila Alves, João Martins, Hugo Plácido da Silva, André Lourenço, Ana L. N. Fred, Hugo Alexandre Ferreira:
Paper-Based Inkjet Electrodes - Experimental Study for ECG Applications. PhyCS (Selected Papers) 2014: 59-70
[c52]
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Marta S. Santos, Vera Moniz-Pereira, André Lourenço, Ana L. N. Fred, António P. Veloso:
Relevant Elderly Gait Features for Functional Fitness Level Grouping. PhyCS 2014: 153-160
[c51]
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Hugo Plácido da Silva, José Guerreiro, André Lourenço, Ana L. N. Fred, Raúl Martins:
BITalino: A Novel Hardware Framework for Physiological Computing. PhyCS 2014: 246-253
[c50]
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Ana Priscila Alves, João Martins, Hugo Plácido da Silva, André Lourenço, Ana L. N. Fred, Hugo Alexandre Ferreira:
Experimental Study and Evaluation of Paper-based Inkjet Electrodes for ECG Signal Acquisition. PhyCS 2014: 275-281
[c49]
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André Lourenço, Francisco Marques, Pedro F. Santana, José Barata:
A volumetric representation for obstacle detection in vegetated terrain. ROBIO 2014: 283-290
[c48]
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Eduardo Pinto, Francisco Marques, Ricardo Mendonça, André Lourenço, Pedro F. Santana, José Barata:
An autonomous surface-aerial marsupial robotic team for riverine environmental monitoring: Benefiting from coordinated aerial, underwater, and surface level perception. ROBIO 2014: 443-450
[c47]
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  - conf/ucami/GamechoGALSGAF14
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Borja Gamecho, José Guerreiro, Ana Priscila Alves, André Lourenço, Hugo Plácido da Silva, Luis Gardeazabal, Julio Abascal, Ana L. N. Fred:
Evaluation of a Context-Aware Application for Mobile Robot Control Mediated by Physiological Data: The ToBITas Case Study. UCAmI 2014: 147-154
2013
[c46]
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André Lourenço, Miguel Mira da Silva:
A Cloud-Based Service for Affordable Cost Analysis. AMCIS 2013
[c45]
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Carlos Carreiras, Hugo Silva, André Lourenço, Ana L. N. Fred:
StorageBIT - A Metadata-aware, Extensible, Semantic and Hierarchical Database for Biosignals. HEALTHINF 2013: 65-74
[c44]
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Hugo Silva, André Lourenço, Filipe Canento, Ana L. N. Fred, Nuno Raposo:
ECG Biometrics: Principles and Applications. BIOSIGNALS 2013: 215-220
[c43]
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Filipe Canento, André Lourenço, Hugo Silva, Ana L. N. Fred:
On Real Time ECG Segmentation Algorithms for Biometric Applications. BIOSIGNALS 2013: 228-235
[c42]
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Ana Priscila Alves, Hugo Silva, André Lourenço, Ana L. N. Fred:
BITtalino: A Biosignal Acquisition System based on the Arduino. BIODEVICES 2013: 261-264
[c41]
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Marta S. Santos, Ana L. N. Fred, Hugo Silva, André Lourenço:
Eigen Heartbeats for User Identification. BIOSIGNALS 2013: 351-355
[c40]
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Michel Cânovas, Hugo Silva, André Lourenço, Ana L. N. Fred:
MobileBIT - A Framework for Mobile Interaction Recording and Display. HEALTHINF 2013: 366-369
[c39]
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Hugo Plácido da Silva, Ana L. N. Fred, André Lourenço, Anil K. Jain:
Finger ECG signal for user authentication: Usability and performance. BTAS 2013: 1-8
[c38]
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André Lourenço, Samuel Rota Bulò, Carlos Carreiras, Hugo Silva, Ana L. N. Fred, Marcello Pelillo:
Dominant Set Approach to ECG Biometrics. CIARP (1) 2013: 535-542
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André Lourenço, Samuel Rota Bulò, Ana L. N. Fred, Marcello Pelillo:
Consensus Clustering with Robust Evidence Accumulation. EMMCVPR 2013: 307-320
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Andre Cigarro Matos, André Lourenço, José M. P. Nascimento:
Biometric recognition system using low bandwidth ECG signals. Healthcom 2013: 518-522
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Francisco Duarte, André Lourenço, Arnaldo J. Abrantes:
Activity classification using a smartphone. Healthcom 2013: 549-553
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André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo:
Consensus Clustering Using Partial Evidence Accumulation. IbPRIA 2013: 69-78
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André Lourenço, Hugo Silva, Carlos Carreiras, Ana L. N. Fred:
Outlier Detection in Non-intrusive ECG Biometric System. ICIAR 2013: 43-52
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Carlos Carreiras, André Lourenço, Hugo Silva, Ana L. N. Fred:
A Unifying Approach to ECG Biometric Recognition Using the Wavelet Transform. ICIAR 2013: 53-62
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José Guerreiro, Raúl Martins, Hugo Silva, André Lourenço, Ana L. N. Fred:
BITalino - A Multimodal Platform for Physiological Computing. ICINCO (1) 2013: 500-506
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André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo:
Probabilistic Evidence Accumulation for Clustering Ensembles. ICPRAM 2013: 58-67
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André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo:
A MAP Approach to Evidence Accumulation Clustering. ICPRAM (Selected Papers) 2013: 85-100
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Carlos Carreiras, André Lourenço, Helena Aidos, Hugo Plácido da Silva, Ana L. N. Fred:
Morphological ECG Analysis for Attention Detection. IJCCI 2013: 381-390
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Francisco Marques, Pedro F. Santana, Magno Guedes, Eduardo Pinto, André Lourenço, José Barata:
Online self-reconfigurable robot navigation in heterogeneous environments. ISIE 2013: 1-6
[c26]
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Ana Priscila Alves, Hugo Plácido da Silva, André Lourenço, Ana L. N. Fred:
SignalBIT - A Web-based Platform for Real-time Biosignal Visualization and Recording. SIGMAP 2013: 156-162
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Ricardo Mendonça, Pedro F. Santana, Francisco Marques, André Lourenço, João Silva, José Barata:
Kelpie: A ROS-Based Multi-robot Simulator for Water Surface and Aerial Vehicles. SMC 2013: 3645-3650
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Hugo Plácido da Silva, Ana Priscila Alves, André Lourenço, Ana L. N. Fred, Inês Montalvão, Leonel Alegre:
Towards the Detection of Deception in Interactive Multimedia Environments. CHI-KDD 2013: 65-76
2012
[c23]
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André Lourenço, Hugo Silva, Paulo Leite, Renato Lourenço, Ana L. N. Fred:
Real Time Electrocardiogram Segmentation for Finger based ECG Biometrics. BIOSIGNALS 2012: 49-54
[c22]
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Renato Lourenço, Paulo Leite, André Lourenço, Hugo Silva, Ana L. N. Fred, David Pereira Coutinho:
Experimental Apparatus for Finger ECG Biometrics. BIODEVICES 2012: 196-200
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Tony Tam, Artur J. Ferreira, André Lourenço:
Automatic Foldering of Email Messages: A Combination Approach. ECIR 2012: 232-243
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Hugo Silva, Ana L. N. Fred, André Lourenço:
Electrodermal response propagation time as a potential psychophysiological marker. EMBC 2012: 6756-6759
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Magno Gliedes, Pedro F. Santana, Pedro Deusdado, Ricardo Mendonça, Francisco Marques, Nuno A. C. Henriques, André Lourenço, Luís Correia, José Barata, Luís Flores:
ARES-III: A versatile multi-purpose all-terrain robot. ETFA 2012: 1-8
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Hugo Silva, André Lourenço, Ana L. N. Fred:
In-vehicle driver recognition based on hand ECG signals. IUI 2012: 25-28
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André Lourenço, Hugo Silva, Ana L. N. Fred:
ECG-based biometrics: A real time classification approach. MLSP 2012: 1-6
2011
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Hugo Silva, André Lourenço, Nuno Paz:
Real-time Biosignal Acquisition and Telemedicine Platform for AAL based on Android OS. AAL 2011: 111-121
[c15]
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André Lourenço, Hugo Silva, Daniel Perna Santos, Ana L. N. Fred:
Towards a Finger based ECG Biometric System. BIOSIGNALS 2011: 348-353
[c14]
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André Lourenço, Liliana A. S. Medina, Ana L. N. Fred, Joaquim Filipe:
Unsupervised Organisation of Scientific Documents. KDIR 2011: 557-568
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André Lourenço, Ana L. N. Fred, Mário A. T. Figueiredo:
A Generative Dyadic Aspect Model for Evidence Accumulation Clustering. SIMBAD 2011: 104-116
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Hugo Silva, André Lourenço, Ana L. N. Fred, Joaquim Filipe:
Clinical Data Privacy and Customization via Biometrics Based on ECG Signals. USAB 2011: 121-132
2010
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André Lourenço, Ana L. N. Fred:
Selectively Learning Clusters in Multi-EAC. KDIR 2010: 491-499
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André Lourenço, Ana L. N. Fred, Anil K. Jain:
On the Scalability of Evidence Accumulation Clustering. ICPR 2010: 782-785
[c9]
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João M. M. Duarte, Ana L. N. Fred, André Lourenço, F. Jorge F. Duarte:
On Consensus Clustering Validation. SSPR/SPR 2010: 385-394
[c8]
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Samuel Rota Bulò, André Lourenço, Ana L. N. Fred, Marcello Pelillo:
Pairwise Probabilistic Clustering Using Evidence Accumulation. SSPR/SPR 2010: 395-404
2009
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Artur J. Ferreira, André Lourenço, Bárbara Pinto, Jorge Tendeiro:
Modifications and Improvements on Iris Recognition. BIOSIGNALS 2009: 72-79
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Artur J. Ferreira, André Lourenço, Bárbara Pinto, Jorge Tendeiro:
Tuning Iris Recognition for Noisy Images. BIOSTEC (Selected Papers) 2009: 211-224
2008
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André Lourenço, Ana L. N. Fred:
Unveiling Intrinsic Similarity - Application to Temporal Analysis of ECG. BIOSIGNALS (2) 2008: 104-109
2007
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André Lourenço, Ana L. N. Fred:
String Patterns: From Single Clustering to Ensemble Methods and Validation. PRIS 2007: 39-48
2006
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F. Jorge F. Duarte, Ana L. N. Fred, Fátima Rodrigues, João M. M. Duarte, André Lourenço:
Weighted Evidence Accumulation Clustering Using Subsampling. PRIS 2006: 104-116
2005
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André Lourenço, Ana L. N. Fred:
Ensemble Methods in the Clustering of String Patterns. WACV/MOTION 2005: 143-148
2004
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André Lourenço, Ana L. N. Fred:
Comparison of Combination Methods using Spectral Clustering Ensembles. PRIS 2004: 222-234

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2013
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Ana L. N. Fred, André Lourenço, Helena Aidos, Samuel Rota Bulò, Nicola Rebagliati, Mário A. T. Figueiredo, Marcello Pelillo:
Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm. Similarity-Based Pattern Analysis and Recognition 2013: 85-117

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2006
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Ana L. N. Fred, André Lourenço:
Pattern Recognition in Information Systems, Proceedings of the 6th International Workshop on Pattern Recognition in Information Systems, PRIS 2006, In conjunction with ICEIS 2006, Paphos, Cyprus, May 2006. INSTICC Press 2006, ISBN 972-8865-55-4 [contents]

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2023
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João Vitorino, Lourenço Abrunhosa Rodrigues, Eva Maia, Isabel Praça, André Lourenço:
Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection. CoRR abs/2303.13649 (2023)
2022
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Nuno Gomes, Matilde Pato, Pedro Santos, André Lourenço, Lourenço Abrunhosa Rodrigues:
Anxolotl, an Anxiety Companion App - Stress Detection. CoRR abs/2212.14006 (2022)

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