| Book |
- Fred, A.; de Marsico, M.; di Baja, G.S.. Preface. 2017.
- Fred, A.; Gamboa, H.. Preface. 2017.
- Fred, A.; Dietz, J.; Aveiro, D.; Liu, K.; Filipe, J.. Preface. 2016.
- Cliquet, A.; Secca, M.F.; Schier, J.; Pastor, O.; Sinoquet, C.; Loose, H.; Bienkiewicz, M.; et al. Preface. 2015.
- Fred, A.; Marsico, M.D.. Preface. 2015.
- Fred, A.; De Marsico, M.; Tabbone, A.. Preface. 2015.
- Fred, A.; Holzinger, A.; Röcker, C.; O’Donoghue, J.; Helfert, M.; Ziefle, M.. Preface. 2015.
- Fred, A.; De Marsico, M.; Figueiredo, M.. Preface. 2015.
- Fernández-Chimeno, M.; Fernandes, P.L.; Alvarez, S.; Stacey, D.; Solé-Casals, J.; Fred, A.; Gamboa, H.. Preface. 2014.
10.1007/978-3-662-44485-6
- Fred, A.; Filipe, J.. Preface. 2014.
10.1007/978-3-662-44994-3
- Fred, A.; Dietz, J.L.; Liu, K.; Filipe, J.. Preface. 2014.
- Filipe, J.; Fred, A.. Preface. 2014.
- Aidos, H.; Fred, A.. Learning similarities by accumulating evidence in a probabilistic way. 2014.
- Fred, A.; Dietz, J.L.G.; Liu, K.; Filipe, J.. Preface. 2013.
- Lourenço, A.; Bulò, S.R.; Rebagliati, N.; Fred, A.; Figueiredo, M.; Pelillo, M.. Consensus clustering using partial evidence
accumulation. 2013.
10.1007/978-3-642-38628-2_8
|
| Book chapter |
- Carreiras, Carlos; Lourenço, André; Silva, Hugo; Fred, Ana; Ferreira, Rui. "Evaluating Template Uniqueness in ECG Biometrics".
In Informatics in Control, Automation and Robotics, 111-123. Springer International Publishing, 2016.
Published • 10.1007/978-3-319-26453-0_7
- Aidos, Helena; Fred, Ana. "Consensus of Clusterings Based on High-Order Dissimilarities". In Partitional Clustering Algorithms,
edited by Celebi, 313-351. Springer International Publishing, 2015.
Published • 10.1007/978-3-319-09259-1_10
- Carreiras, Carlos; Lourenço, André; Aidos, Helena; da Silva, Hugo Plácido; Ana L. N. Fred. "Unsupervised Analysis of Morphological
ECG Features for Attention Detection". In Studies in Computational Intelligence, 437-453. Springer International Publishing,
2015.
Published • 10.1007/978-3-319-23392-5_24
- Lourenço, André; Alves, Ana Priscila; Carreiras, Carlos; Duarte, Rui Policarpo; Ana L. N. Fred. "CardioWheel: ECG Biometrics
on the Steering Wheel". In Machine Learning and Knowledge Discovery in Databases, 267-270. Springer International Publishing,
2015.
Published • 10.1007/978-3-319-23461-8_27
- Aidos, Helena; Fred, Ana. "A Novel Data Representation Based on Dissimilarity Increments". In Similarity-Based Pattern
Recognition, 1-14. Springer International Publishing, 2015.
Published • 10.1007/978-3-319-24261-3_1
- Márquez, David G.; Ana L. N. Fred; Otero, Abraham; García, Constantino A.; Félix, Paulo. "Introducing Negative Evidence in
Ensemble Clustering Application in Automatic ECG Analysis". In Similarity-Based Pattern Recognition, 54-69. Springer
International Publishing, 2015.
Published • 10.1007/978-3-319-24261-3_5
- Aidos, Helena; Duarte, João; Ana L. N. Fred. "Diagnosing Alzheimer’s Disease: Automatic Extraction and Selection of Coherent
Regions in FDG-PET Images". In Communications in Computer and Information Science, 101-112. Springer International
Publishing, 2015.
Published • 10.1007/978-3-319-26129-4_7
- Aidos, Helena; Lourenço, André; Batista, Diana; Bulò, Samuel Rota; Ana L. N. Fred. "Semi-Supervised Consensus Clustering for
ECG Pathology Classification". In Machine Learning and Knowledge Discovery in Databases, 150-164. Springer International
Publishing, 2015.
Published • 10.1007/978-3-319-23461-8_10
- Alves, Ana Priscila; Martins, João; Silva, Hugo Plácido da; Lourenço, André; Fred, Ana; Ferreira, Hugo. "Paper-Based Inkjet
Electrodes: Experimental Study for ECG Applications". In Lecture Notes in Computer Science, 59-70. Springer Berlin
Heidelberg, 2014.
10.1007/978-3-662-45686-6_4
- Lourenço, André; Rota Bulò, Samuel; Rebagliati, Nicola; Fred, Ana; Figueiredo, Mário; Pelillo, Marcello. "A MAP Approach to
Evidence Accumulation Clustering". In Advances in Intelligent Systems and Computing, 85-100. Springer International
Publishing, 2014.
Published • 10.1007/978-3-319-12610-4_6
- Araújo, Tiago; Nunes, Neuza; Gamboa, Hugo; Ana L. N. Fred. "Generic Biometry Algorithm Based on Signal Morphology Information:
Application in the Electrocardiogram Signal". In Advances in Intelligent Systems and Computing, 301-310. Springer International
Publishing, 2014.
Published • 10.1007/978-3-319-12610-4_19
- Carreiras, Carlos; Lourenço, André; Silva, Hugo; Fred, Ana. "A Unifying Approach to ECG Biometric Recognition Using the Wavelet
Transform". In Agents and Artificial Intelligence, 53-62. Springer Berlin Heidelberg, 2014.
Published • 10.1007/978-3-642-39094-4_7
- Aidos, Helena; Fred, Ana. "Learning Similarities by Accumulating Evidence in a Probabilistic Way". In Advanced Information
Systems Engineering, edited by Bayro-Corrochano; E., Hancock, 596-603. Springer Berlin Heidelberg, 2014.
In press • 10.1007/978-3-319-12568-8_73
- Gamecho, Borja; Guerreiro, José; Alves, Ana Priscila; Lourenço, André; da Silva, Hugo Plácido; Gardeazabal, Luis; Abascal,
Julio; et al. "Evaluation of a Context-Aware Application for Mobile Robot Control Mediated by Physiological Data: The ToBITas
Case Study". In Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 147-154.
Springer International Publishing, 2014.
In press • 10.1007/978-3-319-13102-3_26
- Nunes, Neuza; Rebelo, Diliana; Abreu, Rodolfo; Gamboa, Hugo; Fred, Ana. "Clustering Algorithm for Human Behavior Recognition
Based on Biosignal Analysis". In Human Behavior Recognition Technologies, 212-224. IGI Global, 2013.
Published • 10.4018/978-1-4666-3682-8.ch010
- Duarte, João M. M.; Fred, Ana L. N.; Duarte, F. Jorge F.. "Adaptive Evidence Accumulation Clustering Using the Confidence
of the Objects’ Assignments". In Emerging Trends in Knowledge Discovery and Data Mining, 70-87. Springer Berlin Heidelberg,
2013.
Published • 10.1007/978-3-642-36778-6_7
- Lourenço, André; Rota Bulò, Samuel; Fred, Ana; Pelillo, Marcello; Figueiredo, Mário. "Consensus Clustering with Robust Evidence
Accumulation". In Energy Minimization Methods in Computer Vision and Pattern Recognition, 307-320. Springer Berlin
Heidelberg, 2013.
10.1007/978-3-642-40395-8_23
- Fred, Ana L. N.; Lourenço, André; Aidos, Helena; Rota Bulò, Samuel; Rebagliati, Nicola; Figueiredo, Mário A. T.; Pelillo,
Marcello. "Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm". In Similarity-Based
Pattern Analysis and Recognition, 85-117. Springer London, 2013.
10.1007/978-1-4471-5628-4_5
- Lourenço, Andrè; Bulò, Samuel Rota; Carreiras, Carlos; Silva, Hugo; Ana L. N. Fred; Pelillo, Marcello. "Dominant Set Approach
to ECG Biometrics". In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 535-542.
Springer Berlin Heidelberg, 2013.
Published • 10.1007/978-3-642-41822-8_67
- Duarte, João M. M.; Ana L. N. Fred; Duarte, Fernando Jorge F.. "A Constraint Acquisition Method for Data Clustering". In Progress
in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 108-116. Springer Berlin Heidelberg, 2013.
Published • 10.1007/978-3-642-41822-8_14
- Aidos, Helena; Fred, Ana. "Dissimilarity Increments Distribution in the Evidence Accumulation Clustering Framework". In Pattern
Recognition and Image Analysis, 535-542. Springer Berlin Heidelberg, 2013.
Published • 10.1007/978-3-642-38628-2_63
- Lourenço, André; Silva, Hugo; Carreiras, Carlos; Fred, And. "Outlier Detection in Non-intrusive ECG Biometric System". In
Image Analysis and Recognition, 43-52. Springer Berlin Heidelberg, 2013.
10.1007/978-3-642-39094-4_6
- da Silva, Hugo Plácido; Alves, Ana Priscila; Lourenço, André; Ana L. N. Fred; Montalvão, Inês; Alegre, Leonel. "Towards the
Detection of Deception in Interactive Multimedia Environments". In Human-Computer Interaction and Knowledge Discovery in
Complex, Unstructured, Big Data, 65-76. Springer Berlin Heidelberg, 2013.
Published • 10.1007/978-3-642-39146-0_7
- Aidos, Helena; Fred, Ana. "k-Nearest Neighbor Classification Using Dissimilarity Increments". In Image Analysis and Recognition,
27-33. Springer Berlin Heidelberg, 2012.
Published • 10.1007/978-3-642-31295-3_4
- Duin, Robert P. W.; Fred, Ana L. N.; Loog, Marco; Pekalska, Elzbieta. "Mode Seeking Clustering by KNN and Mean Shift Evaluated".
In Structural, Syntactic, and Statistical Pattern Recognition, 51-59. Springer Berlin Heidelberg, 2012.
10.1007/978-3-642-34166-3_6
- Holzinger, Andreas; Stocker, Christof; Bruschi, Manuel; Auinger, Andreas; Silva, Hugo; Gamboa, Hugo; Fred, Ana. "On Applying
Approximate Entropy to ECG Signals for Knowledge Discovery on the Example of Big Sensor Data". In Active Media Technology,
646-657. Springer Berlin Heidelberg, 2012.
10.1007/978-3-642-35236-2_64
- Hugo Gamboa; Hugo Humberto Plácido da Silva; Fred, Ana. "Electrophysiological multimodal biometrics". In Multibiometrics
Systems: Modern Perspectives to Identity Verification. Saarbrücken: LAP Lambert Academic Publishing, 2012.
Published
- Duarte, F. Jorge F.; Duarte, João M. M.; Fred, Ana L. N.; Rodrigues, M. Fátima C.. "Average Cluster Consistency for Cluster
Ensemble Selection". In Knowledge Discovery, Knowlege Engineering and Knowledge Management, 133-148. Springer Berlin
Heidelberg, 2011.
10.1007/978-3-642-19032-2_10
- Aidos, Helena; Fred, Ana. "On the Distribution of Dissimilarity Increments". In Pattern Recognition and Image Analysis
- IbPRIA 2011, 192-199. Springer Berlin Heidelberg, 2011.
10.1007/978-3-642-21257-4_24
- Silva, Hugo; Lourenço, André; Fred, Ana; Filipe, Joaquim. "Clinical Data Privacy and Customization via Biometrics Based on
ECG Signals". In Information Quality in e-Health. USAB 2011, 121-132. Springer Berlin Heidelberg, 2011.
10.1007/978-3-642-25364-5_12
- Medina, Liliana A. S.; Fred, Ana L. N.. "Clustering Data with Temporal Evolution: Application to Electrophysiological Signals".
In Agents and Artificial Intelligence, 101-115. Springer Berlin Heidelberg, 2011.
Published • 10.1007/978-3-642-19890-8_8
- Aidos, Helena; Fred, Ana. "Hierarchical Clustering with High Order Dissimilarities". In Machine Learning and Data Mining
in Pattern Recognition, 280-293. Springer Berlin Heidelberg, 2011.
10.1007/978-3-642-23199-5_21
- Aidos, Helena; Fred, Ana. "A Study of Embedding Methods under the Evidence Accumulation Framework". In Similarity-Based
Pattern Recognition, 290-305. Springer Berlin Heidelberg, 2011.
Published • 10.1007/978-3-642-24471-1_21
- Lourenço, André; Fred, Ana; Figueiredo, Mário. "A Generative Dyadic Aspect Model for Evidence Accumulation Clustering". In
Similarity-Based Pattern Recognition, 104-116. Springer Berlin Heidelberg, 2011.
Published • 10.1007/978-3-642-24471-1_8
- Duarte, João M. M.; Fred, Ana L. N.; Lourenço, André; Duarte, F. Jorge F.. "On Consensus Clustering Validation". In Structural,
Syntactic, and Statistical Pattern Recognition, 385-394. Springer Berlin Heidelberg, 2010.
Published • 10.1007/978-3-642-14980-1_37
- Seabra, Josè C. R.; Fred, Ana L. N.. "Towards the Development of a Thyroid Ultrasound Biometric Scheme Based on Tissue Echo-morphological
Features". In Biomedical Engineering Systems and Technologies, 286-298. Springer Berlin Heidelberg, 2010.
Published • 10.1007/978-3-642-11721-3_22
- Bulò, Samuel Rota; Lourenço, André; Fred, Ana; Pelillo, Marcello. "Pairwise Probabilistic Clustering Using Evidence Accumulation".
In Structural, Syntactic, and Statistical Pattern Recognition, 395-404. Springer Berlin Heidelberg, 2010.
Published • 10.1007/978-3-642-14980-1_38
- Fred, Ana; Lourenço, André. "Cluster Ensemble Methods: from Single Clusterings to Combined Solutions". In Supervised and
Unsupervised Ensemble Methods and their Applications, 3-30. Springer Berlin Heidelberg, 2008.
Published • 10.1007/978-3-540-78981-9_1
- Silva, Hugo; Fred, Ana; Silva, H.; Fred, A.. "Feature Subspace Ensembles: A Parallel Classifier Combination Scheme Using Feature
Selection". In Multiple Classifier Systems, 261-270. Springer Berlin Heidelberg, 2007.
10.1007/978-3-540-72523-7_27
- Fred, Ana. "Similarity Measures and Clustering of String Patterns". In Pattern Recognition and String Matching, 155-193.
Springer US, 2003.
10.1007/978-1-4613-0231-5_7
- Fred, Ana; Jain, Anil K.. "Evidence Accumulation Clustering Based on the K-Means Algorithm". In Structural, Syntactic,
and Statistical Pattern Recognition, 442-451. Springer Berlin Heidelberg, 2002.
Published • 10.1007/3-540-70659-3_46
- Fred, Ana. "Finding Consistent Clusters in Data Partitions". In Multiple Classifier Systems, 309-318. Springer Berlin
Heidelberg, 2001.
Published • 10.1007/3-540-48219-9_31
- Fred, A.; Filipe, J.; Partinen, M.; Paiva, T.. "Chapter 3.3-PSG-EXPERT an expert system for the diagnosis of sleep disorders".
In European Neurological Network, 127-147. IOS, 2000.
Published • 10.3233/978-1-60750-922-6-127
- Fred, Ana L. N.; Leitão, José M. N.; Fred, A.L.N.; Leitão, J.M.N.. "Partitional vs Hierarchical Clustering Using a Minimum
Grammar Complexity Approach". In Advances in Pattern Recognition. SSPR /SPR 2000, 193-202. Springer Berlin Heidelberg,
2000.
10.1007/3-540-44522-6_20
- Fred, Ana L. N.. "Computation of Substring Probabilities in Stochastic Grammars". In Grammatical Inference: Algorithms
and Applications, 103-114. Springer Berlin Heidelberg, 2000.
Published • 10.1007/978-3-540-45257-7_9
- Fred, Ana L. N.; Leitão, José M. N.. "A Comparative Study of String Dissimilarity Measures in Structural Clustering". In International
Conference on Advances in Pattern Recognition, 385-394. Springer London, 1999.
10.1007/978-1-4471-0833-7_39
- Fred, Ana L. N.; Leitão, José M. N.. "Minimal sample size in grammatical inference a bootstrapping approach". In Advances
in Pattern Recognition, 921-928. Springer Berlin Heidelberg, 1998.
In press • 10.1007/bfb0033320
- Fred, A.L.N.. "Clustering of sequences using a minimum grammar complexity criterion". In Grammatical Interference: Learning
Syntax from Sentences. 1996.
10.1007/BFb0033346
- Fred, Ana L.N.; Rosa, Agostinho C.; Leitão, José M.N.. "Predicting REM in sleep EEG using a structural approach". In Pattern
Recognition in Practice IV - Multiple Paradigms, Comparative Studies and Hybrid Systems, 107-117. Elsevier, 1994.
Published • 10.1016/b978-0-444-81892-8.50014-6
|
| Conference paper |
- Salvador, Gonçalo Filipe Duarte; Bota, Patrícia J.; Vinayagamoorthy, Vinoba; Plácido da Silva, Hugo; Fred, Ana. "Smartphone-based
Content Annotation for Ground Truth Collection in Affective Computing". Paper presented in IMX '21: ACM International Conference
on Interactive Media Experiences, 2021.
10.1145/3452918.3465505
- Carmo, Ana Sofia; Abreu, Mariana; da Silva, Hugo Placido; Fred, Ana Luisa Nobre. "Automatic Detection of Tonic-Clonic and
Myoclonic Epileptic Seizures Using Prefrontal Electroencephalography (EEG)". Paper presented in 2021 IEEE 34th International
Symposium on Computer-Based Medical Systems (CBMS), 2021.
10.1109/cbms52027.2021.00011
- Rodrigues, Tiago; Samoutphonh, Sirisack; Silva, Hugo; Fred, Ana. "A Low-Complexity R-peak Detection Algorithm with Adaptive
Thresholding for Wearable Devices". Paper presented in 25th International Conference on Pattern Recognition (ICPR),
2021.
10.1109/icpr48806.2021.9413245
- "Learning Data Representation and Emotion Assessment from Physiological Data". 2020.
10.1109/icassp40776.2020.9054498
- Tiago Rodrigues; Hugo Humberto Plácido da Silva; Fred, Ana. "R-peak detector benchmarking using FieldWiz device and Physionet
databases". Paper presented in International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge
Management, 2020.
Accepted • 10.5220/0010147103020309
- Bota, Patrícia; Wang, Chen; Fred, Ana; Silva, Hugo. "A Wearable System for Electrodermal Activity Data Acquisition in Collective
Experience Assessment". Paper presented in International Conference on Enterprise Information Systems, 2020.
10.5220/0009816906060613
- Pinto, Joana; Fred, Ana; da Silva, Hugo Placido. "Biosignal-Based Multimodal Emotion Recognition in a Valence-Arousal Affective
Framework Applied to Immersive Video Visualization". Paper presented in Annual International Conference of the IEEE Engineering
in Medicine and Biology Society (EMBC), 2019.
10.1109/embc.2019.8857852
- Martinho, Miguel; Fred, Ana; Silva, Hugo. "Towards Continuous User Recognition by Exploring Physiological Multimodality: An
Electrocardiogram (ECG) and Blood Volume Pulse (BVP) Approach". Paper presented in International Symposium in Sensing and
Instrumentation in IoT Era, 2018.
10.1109/issi.2018.8538075
- Manso, Andre F.; Fred, Ana L. N.; Neves, Rui C.; Ferreira, Rui C.. "Real-Time Pervasive Monitoring System for Ambulatory Patients".
Paper presented in IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2018.
10.1109/memea.2018.8438745
- Manso, Andre F.; Fred, Ana L. N.; Neves, Rui C.; Ferreira, Rui C.. "Smart-Wearables and Heart-Rate Assessment Accuracy". Paper
presented in IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2018.
10.1109/memea.2018.8438812
- Batista, Diana; Aidos, Helena; Fred, Ana; Santos, Joana; Ferreira, Rui Cruz; das Neves, Rui César. "Protecting the ECG Signal
in Cloud-based User Identification System - A Dissimilarity Representation Approach". Paper presented in Joint Conf. on
Biomedical Engineering Systems and Technologies, 2018.
10.5220/0006723900780086
- Mendonça, Fabio; Fred, Ana; Shanawaz Mostafa, Sheikh; Morgado-Dias, Fernando; Ravelo-García, Antonio G.. "Automatic Detection
of A Phases for CAP Classification". Paper presented in Conference on Pattern Recognition Applications and Methods,
2018.
10.5220/0006595103940400
- Nambiar, A.; Bernardino, A.; Nascimento, J.C.; Fred, A.; Nambiar, Athira; Bernardino, Alexandre; Nascimento, Jacinto C.; Fred,
Ana. "Context-Aware Person Re-Identification in the Wild Via Fusion of Gait and Anthropometric Features". Paper presented
in 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), Washington, 2017.
10.1109/FG.2017.121
- Batista, D.; Silva, H.; Fred, A.; Batista, Diana; Silva, Hugo; Fred, Ana. "Experimental characterization and analysis of the
BITalino platforms against a reference device". Paper presented in Annual International Conference of the IEEE Engineering
in Medicine and Biology Society (EMBC), Seogwipo, 2017.
In press • 10.1109/EMBC.2017.8037344
- Silva, Diogo; Aidos, Helena; Fred, Ana. "Efficient Evidence Accumulation Clustering for Large Datasets". Paper presented in
5th International Conference on Pattern Recognition Applications and Methods, 2016.
10.5220/0005770803670374
- Fred, A.; Gamboa, H.; Gilbert, J.; Azhari, H.; Ali, H.; Quintão, C.; Sliwa, J.; Ruiz, C.. "Foreword". 2016.
- Fred, A.; Gamboa, H.; Gilbert, J.; Azhari, H.; Ali, H.; Quintão, C.; Sliwa, J.; Ruiz, C.. "Foreword". 2016.
- Fred, A.; Dietz, J.; Aveiro, D.; Liu, K.; Bernardino, J.; Filipe, J.. "FOREWORD". 2016.
- Fred, A.; Gamboa, H.; Gilbert, J.; Azhari, H.; Ali, H.; Quintão, C.; Sliwa, J.; Ruiz, C.. "Foreword". 2016.
- Fred, A.; De Marsico, M.; Di Baja, G.S.. "Foreword". 2016.
- Fred, A.; Gamboa, H.; Gilbert, J.; Azhari, H.; Ali, H.; Quintão, C.; Sliwa, J.; Ruiz, C.. "Foreword". 2016.
- Alves, A.P.; Da Silva, H.P.; Lourenco, A.; Fred, A.; Lourenço, A.. "SignalBIT - A Web-based Platform for Real-time Biosignal
Visualization and Recording". Paper presented in 10th International Conference on Signal Processing and Multimedia Applications,
2015.
10.5220/0004612001560162
- Marques, Francisco; Carreiras, Carlos; Lourenço, André; Ana L. N. Fred; Ferreira, Rui. "ECG Biometrics Using a Dissimilarity
Space Representation". Paper presented in International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS
2015), 2015.
Published • 10.5220/0005289303500359
- Batista, Diana; Ana L. N. Fred; Batista, D.; Fred, A.. "Spectral and Time Domain Parameters for The Classification of Atrial
Fibrillation". Paper presented in International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2015),
2015.
Published • 10.5220/0005283403290337
- Marques, F.; Carreiras, C.; Lourenço, A.; Fred, A.; Ferreira, R.. "ECG biometrics using a dissimilarity space representation".
2015.
- Helfert, M.; Holzinger, A.; Ziefle, M.; Fred, A.; O'Donoghue, J.; Rocker, C.. "Foreword". 2015.
- Fred, A.; Gamboa, H.; Elias, D.. "Foreword". 2015.
- Fred, A.; Gamboa, H.; Elias, D.. "Foreword". 2015.
- Fred, A.; De Marsico, M.; Figueiredo, M.. "Foreword". 2015.
- Fred, A.; Dietz, J.; Aveiro, D.; Liu, K.; Filipe, J.. "Foreword". 2015.
- Fred, A.; Gamboa, H.; Elias, D.. "Foreword". 2015.
- Fred, A.; Gamboa, H.. "Foreword". 2015.
- Fred, A.; Gamboa, H.; Elias, D.. "Foreword". 2015.
- Aidos, H.; Ana L. N. Fred. "A family of hierarchical clustering algorithms based on high-order dissimilarities". Paper presented
in 22nd European Signal Processing Conference (EUSIPCO), 2014.
Published
- Rodrigues, Rui; Filipe, Joaquim; L. N. Fred, Ana; Rodrigues, R.; Filipe, J.; Fred, A.L.N.. "Semantic Relatedness with Variable
Ontology Density". Paper presented in International Conference on Knowledge Discovery and Information Retrieval, 2014.
10.5220/0005189005540559
- Lourenço, A.; Carreiras, C.; Bulò, S.R.; Fred, A.. "ECG analysis using consensus clustering". Paper presented in 22nd European
Signal Processing Conference (EUSIPCO), 2014.
Published
- Duarte, J.; Aidos, H.; Ana L. N. Fred; Fred, A.. "Feature Extraction in PET Images for the Diagnosis of Alzheimer’s Disease".
Paper presented in 3rd International Conference on Pattern Recognition Applications and Methods (ICPRAM 2014), 2014.
Published • 10.5220/0004808705610568
- Da Silva, H.P.; Guerreiro, J.; Lourenço, A.; Fred, A.; Martins, R.. "BITalino: A novel hardware framework for physiological
computing". 2014.
- Lourenço, A.; Carreiras, C.; Silva, H.; Fred, A.; Lourenco, Andre; Carreiras, Carlos; Silva, Hugo; Fred, Ana; Fred, Ana. "ECG
biometrics: A template selection approach". Paper presented in IEEE International Symposium on Medical Measurements and
Applications (MeMeA), 2014.
10.1109/MeMeA.2014.6860081
- Aidos, H.; Duarte, J.; Fred, A.; Aidos, Helena; Duarte, Joao; Fred, Ana. "Identifying regions of interest for discriminating
Alzheimer's disease from mild cognitive impairment". 2014.
10.1109/ICIP.2014.7025003
- Alves, A.P.; Martins, J.; Da Silva, H.P.; Lourenço, A.; Ana L. N. Fred; Ferreira, H.. "Experimental Study and Evaluation of
Paper-based Inkjet Electrodes for ECG Signal Acquisition". Paper presented in International Conference on Physiological
Computing Systems, 2014.
Published • 10.5220/0004720802750281
- Aidos, H.; Duarte, J.; Fred, A.. "Finding coherent regions in PET images for the diagnosis of Alzheimer's disease". Paper
presented in International Conference on Bioimaging, 2014.
10.5220/0004802200120018
- Santos, M.S.; Moniz-Pereira, V.; Lourenco, A.; Fred, A.; Veloso, A.P.; Ana L. N. Fred. "Relevant elderly gait features for
functional fitness level grouping". Paper presented in International Conference on Physiological Computing Systems,
2014.
Published • 10.5220/0004726001530160
- Alves, A.P.; Martins, J.; Da Silva, H.P.; Lourenço, A.; Fred, A.; Ferreira, H.. "Experimental study and evaluation of paper-based
inkjet electrodes for ECG signal acquisition". 2014.
- Plantier, G.; Schultz, T.; Fred, A.; Gamboa, H.. "Foreword". 2014.
- Carreiras, C.; Lourenço, A.; Fred, A.; Ferreira, R.; Carreiras, Carlos; Lourenço, André; Fred, Ana; Ferreira, Rui; Ana L.
N. Fred. "ECG signals for biometric applications: Are we there yet?". Paper presented in 11th International Conference
on Informatics in Control, Automation and Robotics, 2014.
Published • 10.5220/0005160507650772
- Plantier, G.; Schultz, T.; Fred, A.; Gamboa, H.. "Foreword". 2014.
- Plantier, G.; Schultz, T.; Fred, A.; Gamboa, H.. "Foreword". 2014.
- Plantier, G.; Schultz, T.; Fred, A.; Gamboa, H.. "Foreword". 2014.
- Fred, A.; De Marsico, M.; Tabbone, A.. "Foreword". 2014.
- Fred, A.; Filipe, J.. "Foreword". 2014.
- Andr\'e Louren\c{c}o; Carlos Carreiras; Samuel Rota Bulo and; Ana L. N. Fred. "\uppercase{ECG} ANALYSIS USING CONSENSUS
CLUSTERING". 2014.
- da Silva, Hugo Placido; Fred, Ana; Lourenco, Andre; Jain, Anil K.; Da Silva, H.P.; Fred, A.; Lourenco, A.; Jain, A.K.. "Finger
ECG signal for user authentication: Usability and performance". Paper presented in EEE Sixth International Conference on
Biometrics: Theory, Applications and Systems (BTAS), 2013.
10.1109/btas.2013.6712689
- Alves, A.P.; Silva, H.; Lourenço, A.; Ana L. N. Fred; Fred, A.. "BITtalino: A Biosignal Acquisition System based on the Arduino".
Paper presented in International Conference on Biomedical Electronics and Devices (BIODEVICES 2013), Barcelona,
2013.
Published • 10.5220/0004243502610264
- Duarte, J.M.M.; Fred, A.L.N.; Duarte, F.J.F.. "Data Clustering Validation using Constraints". Paper presented in International
Conference on Knowledge Discovery and Information Retrieval, 2013.
10.5220/0004543800170027
- Guerreiro, J.; Martins, R.; Silva, H.; Lourenço, A.; Fred, A.. "BITalino - A Multimodal Platform for Physiological Computing".
Paper presented in 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO), 2013.
10.5220/0004594105000506
- Carreiras, C.; Silva, H.; Lourenço, A.; Ana L. N. Fred. "StorageBIT - A Metadata-aware, Extensible, Semantic and Hierarchical
Database for Biosignals". Paper presented in International Conference on Health Informatics (HEALTHINF-2013), 2013.
Published • 10.5220/0004241400650074
- Aidos, H.; Duin, R.P.W.; Fred, A.. "The area under the ROC curve as a criterion for clustering evaluation". 2013.
- Canento, F.; Lourenço, A.; Silva, H.; Fred, A.. "On real time ECG segmentation algorithms for biometric applications". Paper
presented in International Conference on Bio-Inspired Systems and Signal Processing, 2013.
- Cânovas, M.; Silva, H.; Lourenço, A.; Fred, A.. "MobileBIT: A framework for mobile interaction recording and display". Paper
presented in International Conference on Health Informatics, 2013.
- Carreiras, C.; Aidos, H.; Silva, H.; Fred, A.. "Exploratory EEG analysis using clustering and phase-locking factor". Paper
presented in International Conference on Bio-Inspired Systems and Signal Processing, 2013.
- Carreiras, C.; Lourenço, A.; Aidos, H.; Silva, H.; Fred, A.. "Morphological ECG analysis for attention detection". Paper presented
in 5th International Joint Conference on Computational Intelligence, 2013.
10.5220/0004554403810390
- Aidos, H.; Carreiras, C.; Silva, H.; Fred, A.. "Evidence accumulation approach applied to EEG analysis". Paper presented in
International Conference on Pattern Recognition Applications and Methods, 2013.
- Da Silva, H.P.; Carreiras, C.; Lourenço, A.; Fred, A.. "Off-the-person electrocardiography". 2013.
10.5220/0004647700990106
- Lourenço, A.; Bulò, S.R.; Rebagliati, N.; Fred, A.; Figueiredo, M.; Pelillo, M.. "Probabilistic evidence accumulation for
clustering ensembles". 2013.
- Fred, A.; DeMarsico, M.. "Foreword". 2013.
- Carreiras, C.; Silva, H.; Lourenço, A.; Fred, A.. "StorageBIT: A metadata-aware, extensible, semantic and hierarchical database
for biosignals". 2013.
- Chimeno, M.F.; Solé-Casals, J.; Fred, A.; Gamboa, H.. "Foreword". 2013.
- Alvarezw, S.; Solé-Casals, J.; Fred, A.; Gamboa, H.. "Foreword". 2013.
- Fred, A.; Liu, K.; Filipe, J.. "Foreword". 2013.
- Latorre Carmona, P.; Sánchez, J.S.; Fred, A.L.N.. "Preface". 2013.
- Stacey, D.; Solé-Casals, J.; Fred, A.; Gamboa, H.. "Foreword". 2013.
- Fernandes, P.; Solé-Casals, J.; Fred, A.; Gamboa, H.. "Foreword". 2013.
- Lourenco, Andre; Silva, Hugo; Fred, Ana; Lourenço, A.; Silva, H.; Fred, A.. "ECG-based biometrics: A real time classification
approach". Paper presented in IEEE International Workshop on Machine Learning for Signal Processing, 2012.
10.1109/mlsp.2012.6349735
- Lourenço, R.; Leite, P.; Lourenço, A.; Silva, H.; Fred, A.; Coutinho, D.. "Experimental Apparatus for Finger ECG Biometrics".
Paper presented in BIODEVICES 2012, 2012.
Published • 10.5220/0003777701960200
- Silva, Hugo; Lourenço, André; Fred, Ana. "In-vehicle driver recognition based on hand ECG signals". Paper presented in 2012
ACM international conference on Intelligent User Interfaces, 2012.
10.1145/2166966.2166971
- Canento, F.; Silva, H.; Fred, A.. "Applicability of Multi-modal Electrophysiological Data Acquisition and Processing to Emotion
Recognition". Paper presented in 2nd International Workshop on Computing Paradigms for Mental Health, 2012.
10.5220/0003891800590070
- Lourenço, A.; Silva, H.; Leite, P.; Lourenço, R.; Fred, A.. "Real Time Electrocardiogram Segmentation for Finger based ECG
Biometrics". Paper presented in International Conference on Bio-inspired Systems and Signal Processing, 2012.
10.5220/0003777300490054
- Duarte, F.J.; Duarte, J.M.M.; Ramos, S.; Fred, A.; Vale, Z.; Duarte, F. J.; Duarte, J. M. M.. "Daily wind power profiles determination
using clustering algorithms". Paper presented in IEEE International Conference on Power System Technology (POWERCON),
2012.
10.1109/PowerCon.2012.6401420
- Silva, H.; Fred, A.; Eusebio, S.; Torrado, M.; Ouakinin, S.. "Feature extraction for psychophysiological load assessment in
unconstrained scenarios". 2012.
10.1109/EMBC.2012.6347037
- Correia, C.; Fred, A.; Gamboa, H.. "Foreword". 2012.
- Correia, C.; Fred, A.; Gamboa, H.. "Foreword". 2012.
- Fred, A.; Filipe, J.. "Foreword". 2012.
- Sánchez, J.S.; Carmona, P.L.; Fred, A.. "Foreword". 2012.
- Correia, C.; Fred, A.; Gamboa, H.. "Foreword". 2012.
- Fred, A.; Filipe, J.. "Foreword". 2012.
- Hugo Silva; Andre Lourenco; Renato Lourenco; Paulo Leite; David Coutinho; Ana Fred; Silva, H.; et al. "Study and evaluation
of a single differential sensor design based on electro-textile electrodes for ECG biometrics applications". 2011.
10.1109/icsens.2011.6127028
- Lourenço, A.; Medina, L.; Fred, A.; Filipe, J.. "Unsupervised Organisation of Scientific Documents". Paper presented in International
Conference on Knowledge Discovery and Information Retrieval, 2011.
10.5220/0003722905490560
- Canento, F.; Fred, A.; Silva, H.; Gamboa, H.; Lourenço, A.; Filipe Canento; Ana Fred; et al. "Multimodal biosignal sensor
data handling for emotion recognition". 2011.
10.1109/ICSENS.2011.6127029
- Lourenço, A.; Silva, H.; Santos, D.P.; Fred, A.. "Towards a finger based ECG biometric system". Paper presented in International
Conference on Bio-Inspired Systems and Signal Processing, 2011.
- Andre Lourenco; Ana L.N. Fred; Anil K. Jain; Lourenço, A.; Fred, A.L.N.; Jain, A.K.. "On the Scalability of Evidence Accumulation
Clustering". 2010.
10.1109/icpr.2010.197
- Migotina, D.; Rosa, A.; Fred, A.. "Automatic K-complex detection using Hjorth parameters and fuzzy decision". 2010.
10.1145/1774088.1774293
- Lourenço, A.; Fred, A.. "Selectively Learning Clusters in Multi-EAC". Paper presented in International Conference on Knowledge
Discovery and Information Retrieval, 2010.
10.5220/0003099904910499
- Medina, L.A.S.; Fred, A.L.N.. "Genetic Algorithm for Clustering Temporal Data - Application to the Detection of Stress from
ECG Signals". Paper presented in 2nd International Conference on Agents and Artificial Intelligence , Volume 1 - Artificial
Intelligence,, 2010.
10.5220/0002752601350142
- Duarte, F.J.F.; Duarte, J.M.M.; Rodrigues, M.F.C.; Fred, A.L.N.. "CLUSTER ENSEMBLE SELECTION - Using Average Cluster Consistency".
Paper presented in International Conference on Knowledge Discovery and Information Retrieval, 2009.
Published • 10.5220/0002308500850095
- Duarte, J.M.M.; Fred, A.L.N.; Duarte, F.J.F.. "Combining Data Clusterings with Instance Level Constraints". Paper presented
in 9th International Workshop on Pattern Recognition in Information Systems, 2009.
10.5220/0002260300490060
- Bonizzi, P.; Phlypo, R.; Zarzoso, V.; Meste, O.; Fred, A.. "Atrial signal extraction in atrial fibrillation ECGs exploiting
spatial constraints". 2008.
- Filipe, Joaquim B. L.; Fred, Ana L. N.; Filipe, J.B.L.; Fred, A.L.N.. "Collective Agents and Collective Intentionality Using
the EDA Model". Paper presented in Sixth Mexican International Conference on Artificial Intelligence, 2008.
10.1109/micai.2007.43
- Shanmugapriya, D.; Padmavathi, G.. "User Tuned Feature Selection in Keystroke Dynamics". Paper presented in First International
Conference on Bio-inspired Systems and Signal Processing, 2008.
10.1109/icsipr.2013.6497978
- Hugo Gamboa; Ana L. N. Fred; Gamboa, H.; Fred, A.L.N.. "Uncertainty based classification fusion - a soft-biometrics test case".
2008.
10.1109/icpr.2008.4761229
- Ana L. N. Fred; Anil K. Jain; Fred, A.L.N.; Jain, A.K.. "Cluster validation using a probabilistic attributed graph". 2008.
10.1109/icpr.2008.4761787
- Gamboa, H.; Fred, A.L.N.; Jain, A.K.. "Webbiometrics: User verification via web interaction". 2007.
10.1109/BCC.2007.4430552
- Lourenço, A.; Fred, A.. "Ensemble methods in the clustering of string patterns". 2007.
10.1109/ACVMOT.2005.46
- Lourenço, A.; Fred, A.; Veloso, A.; Carnide, F.. "Profile of muscular load using APDF Function minimizing EMG recording time".
Paper presented in 3rd International Symposium on Measurement, Analysis, and Modeling of Human Functions 2007, 2007.
- Duarte, J.; Fred, A.; Rodrigues, F.; Ramos, S.; Vale, Z.. "Determination of electricity consumers' load profiles via weighted
evidence accumulation clustering using subsampling". Paper presented in 3rd IASTED Asian Conference on Power and Energy
Systems, 2007.
- Fred, A.L.N.; Jain, A.K.. "Learning Pairwise Similarity for Data Clustering". Paper presented in 18th International Conference
on Pattern Recognition, 2006.
10.1109/icpr.2006.754
- Duarte, F.J.F.; Fred, A.L.N.; Rodrigues, F.; Duarte, J.M.M.; Lourenço, A.; Ana L. N. Fred; Rodrigues, M.F.C.. "Weighted Evidence
Accumulation Clustering Using Subsampling". Paper presented in 6th International Workshop on Pattern Recognition in Information
Systems, 2006.
10.5220/0002504501040116
- Nallaperumal, K.; Fred, A.L.; Padmapriya, S.. "A novel technique for fingerprint feature extraction using fixed size templates".
2005.
10.1109/INDCON.2005.1590192
- Topchy, A.P.; Law, M.H.C.; Jain, A.K.; Fred, A.L.. "Analysis of consensus partition in cluster ensemble". 2004.
10.1109/ICDM.2004.10100
- Gamboa, H.; Fred, A.. "A behavioural biometric system based on human computer interaction". 2004.
10.1117/12.542625
- Fred, A.L.N.; Jain, A.K.. "Data clustering using evidence accumulation". Paper presented in Object recognition supported
by user interaction for service robots, 2002.
10.1109/icpr.2002.1047450
- Gamboa, H.; Ana L. N. Fred. "Designing intelligent tutoring systems: Bayesian approach". Paper presented in International
Conference on Enterprise Information Systems (ICEIS 2001), 2001.
- Fred, A.L.N.; Marques, J.S.; Jorge, P.M.. "Hidden Markov models vs. syntactic modeling in object recognition". Paper presented
in International Conference on Image Processing, 1997.
10.1109/icip.1997.648110
- Fred, A.L.N.; Leitao, J.M.N.. "A minimum code length technique for clustering of syntactic patterns". 1996.
10.1109/ICPR.1996.546909
- Fred, A.L.N.; Leitao, J.M.N.. "Parsing in attributed grammars: application to automatic sleep analysis". Paper presented in
IEEE International Conference on Acoustics, Speech, and Signal Processing, 1996.
10.1109/icassp.1996.550774
- Gracias, N.; Lima, J.; Figueiredo, M.; Fred, A.. "Adaptive contour estimation with genetic algorithms". Paper presented in
IEEE International Conference on Systems, Man and Cybernetics, 1996.
10.1109/icsmc.1996.565512
- Fred, A.L.N.; Leitao, J.M.N.. "An heuristic-based context-free parsing algorithm". Paper presented in IEEE International
Conference on Acoustics Speech and Signal Processing, 1993.
10.1109/icassp.1993.319231
- Fred, A.; Leitao, J.N.; Paiva, T.; Tome, J.; Fred, Ana; Leitao, JoseN; Paiva, Teresa. "Topographic mapping and automatic classification
of electroencephalographic signals". Paper presented in Electrotechnical Conference Integrating Research, Industry and
Education in Energy and Communication Engineering', 1989.
10.1109/melcon.1989.50036
|
| Edited book |
- Fred, Ana. Pattern Recognition Applications and Methods : 10th International Conference, ICPRAM 2021, and 11th International
Conference, ICPRAM 2022, Virtual Event, February 4–6, 2021 and February 3–5, 2022, Revised Selected Papers. Cham: Springer,
2023. 2023.
10.1007/978-3-031-24538-1 • Editor
- Biomedical Engineering Systems and Technologies. Springer International Publishing. 2021.
10.1007/978-3-030-72379-8
- Fred, Ana. Pattern Recognition Applications and Methods - ICPRAM 2019, Revised Selected Papers. Springer International
Publishing. 2020.
Published • 10.1007/978-3-030-40014-9 • Editor
- Fred, Ana. Knowledge Discovery, Knowledge Engineering and Knowledge Management. IC3K 2018 - Revised Selected Papers.
Switzerland: Springer International Publishing. 2020.
Published • 10.1007/978-3-030-49559-6 • Editor
- Fred, Ana. Biomedical Engineering Systems and Technologies. BIOSTEC 2019 - Revised Selected Papers. Switzerland: Springer
International Publishing. 2020.
Published • 10.1007/978-3-030-46970-2 • Editor
- Fred, Ana. Pattern Recognition Applications and Methods, ICPRAM 2020, Revised Selected Papers. Springer International
Publishing. 2020.
In press • 10.1007/978-3-030-66125-0 • Editor
- Knowledge Discovery, Knowledge Engineering and Knowledge Management. Springer International Publishing. 2020.
10.1007/978-3-030-66196-0
- Fred, Ana. Biomedical Engineering Systems and Technologies: BIOSTEC 2018- Revised Selected Papers. Springer International
Publishing. 2019.
10.1007/978-3-030-29196-9 • Editor
- Fred, Ana. Knowledge Discovery, Knowledge Engineering and Knowledge Management - IC3K 2016- Revised Selected Papers.
Springer International Publishing. 2019.
Published • 10.1007/978-3-319-99701-8 • Editor
- Fred, Ana. Knowledge Discovery, Knowledge Engineering and Knowledge Management: IC3K 2017 - Revised Selected Papers.
Springer International Publishing. 2019.
Published • 10.1007/978-3-030-15640-4 • Editor
- Fred, Ana. Pattern Recognition Applications and Methods: ICPRAM 2018 - Revised Selected Papers. Springer International
Publishing. 2019.
10.1007/978-3-030-05499-1
- Fred, Ana. Pattern Recognition Applications and Methods - ICPRAM 2017, Revised Selected Papers. Springer International
Publishing. 2018.
10.1007/978-3-319-93647-5
- Fred, Ana. Biomedical Engineering Systems and Technologies - BIOSTEC 2016, Revised Selected Papers. Springer International
Publishing. 2017.
10.1007/978-3-319-54717-6
- Fred, Ana. Pattern Recognition Applications and Methods - ICPRAM 2016, Revised Selected Papers. Springer International
Publishing. 2017.
10.1007/978-3-319-53375-9
- Fred, Ana. Knowledge Discovery, Knowledge Engineering and Knowledge Management - IC3K 2015, Revised Selected Papers.
Springer International Publishing. 2016.
10.1007/978-3-319-52758-1
- Fred, Ana. Pattern Recognition: Applications and Methods - ICPRAM 2015, Revised Selected Papers. Switzerland: Springer
International Publishing. 2015.
10.1007/978-3-319-27677-9 • Editor
- Fred, Ana. Biomedical Engineering Systems and Technologies - BIOSTEC 2015, Revised Selected Papers. Springer International
Publishing. 2015.
10.1007/978-3-319-27707-3
- Fred, Ana. Information and Communication Technologies for Ageing Well and e-Health - ICT4AgeingWell 2015. Revised Selected
Papers. Springer International Publishing. 2015.
10.1007/978-3-319-27695-3
- Fred, Ana. Pattern Recognition Applications and Methods - ICPRAM 2014, Revised Selected Papers. Springer International
Publishing. 2015.
10.1007/978-3-319-25530-9
- Fred, Ana. Knowledge Discovery, Knowledge Engineering and Knowledge Management - IC3K 2014, Revised Selected Papers.
Springer International Publishing. 2015.
In press • 10.1007/978-3-319-25840-9
- Fred, Ana. Knowledge Discovery, Knowledge Engineering and Knowledge Management - IC3K 2013. Revised Selected Papers.
Springer Berlin Heidelberg. 2015.
10.1007/978-3-662-46549-3
- Fred, Ana. Pattern Recognition Applications and Methods - ICPRAM 2013 Revised Selected Papers. Springer International
Publishing. 2015.
10.1007/978-3-319-12610-4
- Plantier, G.; Schultz, T.; Ana L. N. Fred; Gamboa, H.. Biomedical Engineering Systems and Technologies. BIOSTEC 2014 -
Revised Selected Papers. Springer International Publishing. 2015.
Published • 10.1007/978-3-319-26129-4 • Editor
- Helfert, M.; Fred, A.; Holzinger, A.; O¿Donoghue, J.; Ziefle, M.; Röcker, C.. Information and communication technologies
for ageing well and e-Health: First international conference, ICT4AgeingWell 2015 Lisbon, Portugal, may 20-22, 2015 revised
selected papers. Springer Cham. 2015.
In press • https://doi.org/10.1007/978-3-319-27695-3 • Editor
- Fred, Ana. Agents and Artificial Intelligence. ICAART 2013 - Revised Selected Papers. Springer Berlin Heidelberg. 2014.
Published • 10.1007/978-3-662-44440-5 • Editor
- Fred, Ana. Transactions on Computational Collective Intelligence XVII. Germany: Springer. 2014.
- Fred, Ana. Biomedical Engineering Systems and Technologies. BIOSTEC 2013 - Revised Selected Papers. Springer. 2014.
Published • Editor
- Joaquim Filipe; Ana Fred. Agents and Artificial Intelligence. ICAART 2011 - Revised Selected Papers. Springer Berlin
Heidelberg. 2013.
Published • 10.1007/978-3-642-29966-7 • Editor
- Fred, A.; Dietz, J.L.G.; Liu, K.; Filipe, J.. Knowledge Discovery, Knowledge Engineering and Knowledge Management. IC3K
2012 - Revised Selected Papers. Springer Berlin Heidelberg. 2013.
10.1007/978-3-642-54105-6 • Editor
- Gabriel, J.; Schier, J.; Van Huffel, S.; Conchon, E.; Correia, C.; Ana L. N. Fred; Gamboa, H.. Biomedical Engineering Systems
and Technologies. BIOSTEC 2012 - Revised Selected Papers. Springer Berlin Heidelberg. 2013.
Published • 10.1007/978-3-642-38256-7 • Editor
- Filipe, J.; Fred, A.. Agents and Artificial Intelligence. ICAART 2012 - Revised Selected Papers. Springer Berlin Heidelberg.
2013.
Published • 10.1007/978-3-642-36907-0 • Editor
- Fred, A.; Dietz, J.L.G.; Liu, K.; Filipe, J.. Knowledge Discovery, Knowledge Engineering and Knowledge Management. IC3K
2010 - Revised Selected Papers. Springer Berlin Heidelberg. 2013.
10.1007/978-3-642-29764-9 • Editor
- Fred, Ana. Mathematical Methodologies in Pattern Recognition and Machine Learning. Springer New York. 2013.
Published • 10.1007/978-1-4614-5076-4 • Editor
- Fred, Ana. Biomedical Engineering Systems and Technologies. BIOSTEC 2011 - Revised Selected Papers. Springer Berlin
Heidelberg. 2013.
Published • 10.1007/978-3-642-29752-6 • Editor
- Fred, Ana. Pattern Recognition - Applications and Methods. ICPRAM 2012 - Revised Selected Papers. Springer Berlin
Heidelberg. 2013.
Published • 10.1007/978-3-642-36530-0 • Editor
- Ana Fred; Jan L. G. Dietz; Kecheng Liu; Joaquim Filipe. Knowledge Discovery, Knowledge Engineering and Knowledge Management,
IC3K 2011. Revised Selected Papers. Springer Berlin Heidelberg. 2013.
In press • 10.1007/978-3-642-37186-8
- Knowledge Discovery, Knowledge Engineering and Knowledge Management. Springer. 2013.
- Filipe, J.; Fred, A.; Sharp, B.. Agents and Artificial Intelligence. ICAART 2010 - Revised Selected Papers. Springer
Berlin Heidelberg. 2011.
Published • 10.1007/978-3-642-19890-8 • Editor
- Ana Fred; Jan L. G. Dietz; Kecheng Liu; Joaquim Filipe. Knowledge Discovery, Knowlege Engineering and Knowledge Management.
IC3K 2009 - Revised Selected Papers. Springer Berlin Heidelberg. 2011.
Published • 10.1007/978-3-642-19032-2 • Editor
- Ana Fred; Joaquim Filipe; Hugo Gamboa. Biomedical Engineering Systems and Technologies. BIOSTEC 2010 - Revised Selected
Papers. Springer Berlin Heidelberg. 2011.
Published • 10.1007/978-3-642-18472-7 • Editor
- Ana L. N. Fred; Joaquim Filipe; Hugo Gamboa. Biomedical Engineering Systems and Technologies. BIOSTEC 2009 - Revised Selected
Papers. Springer Berlin Heidelberg. 2010.
Published • 10.1007/978-3-642-11721-3 • Editor
- Joaquim Filipe; Ana Fred; Bernadette Sharp. Agents and Artificial Intelligence. ICAART 2009 - Revised Selected Papers.
Springer Berlin Heidelberg. 2010.
Published • 10.1007/978-3-642-11819-7 • Editor
- Ana Fred; Joaquim Filipe; Hugo Gamboa. Biomedical Engineering Systems and Technologies. BIOSTEC 2008 - Revised Selected
Papers. Springer Berlin Heidelberg. 2009.
Published • 10.1007/978-3-540-92219-3 • Editor
- Fred, Ana. Structural, Syntactic, and Statistical Pattern Recognition. Springer Berlin Heidelberg. 2006.
Published • 10.1007/11815921
- Ana Fred; Terry M. Caelli; Robert P. W. Duin; Aurélio C. Campilho; Dick de Ridder. Structural, Syntactic, and Statistical
Pattern Recognition. Springer Berlin Heidelberg. 2004.
Published • 10.1007/b98738
|
| Journal article |
- Patrícia Justo Bota; Joana Brito; Ana Fred; Pablo Cesar; Hugo Plácido da Silva. "A real-world dataset of group emotion experiences
based on physiological data". Scientific data 11 1 (2024): 116-116. http://www.it.pt/Publications/PaperJournal/34087.
10.1038/s41597-023-02905-6
- Ana Sofia Carmo; Inês Carvalho; Joana F. Pinto; Gonçalo Chambel; Ana Martins; Rute Roberto; Hugo Ferreira; et al. "A Magnetic
Field-Based Wearable Respiration Sensor for Real-Time Monitoring During Pulmonary Rehabilitation". IEEE Transactions on
Biomedical Engineering (2024): https://doi.org/10.1109/TBME.2024.3367536.
10.1109/TBME.2024.3367536
- Patricia Bota; Pablo Cesar; Ana Fred; Hugo Placido da Silva. "Exploring Retrospective Annotation in Long-videos for Emotion
Recognition". IEEE Transactions on Affective Computing (2024): https://doi.org/10.1109/TAFFC.2024.3359706.
10.1109/TAFFC.2024.3359706
- Patrícia Bota; Tianyi Zhang; Abdallah El Ali; Ana Fred; Hugo Plácido da Silva; Pablo Cesar. "Group Synchrony for Emotion Recognition
Using Physiological Signals". IEEE Transactions on Affective Computing (2023): https://doi.org/10.1109/TAFFC.2023.3265433.
10.1109/TAFFC.2023.3265433
- Mariana Lima Lourinho Teixeira de Abreu; Ana Sofia Carmo; Ana Rita Peralta; Francisca Sá; Hugo Plácido da Silva; Carla Bentes;
Ana Fred. "PreEpiSeizures: description and outcomes of physiological data acquisition using wearable devices during video-EEG
monitoring in people with epilepsy". Frontiers in Physiology 14 1248899 (2023): n.a.-n.a.. http://www.it.pt/Publications/PaperJournal/33893.
10.3389/fphys.2023.1248899
- Vicente M. Garção; Mariana Abreu; Ana R. Peralta; Carla Bentes; Ana Fred; Hugo P. da Silva. "A novel approach to automatic
seizure detection using computer vision and independent component analysis". Epilepsia (2023): https://doi.org/10.1111/epi.17677.
10.1111/epi.17677
- Rafael Silva; Ana Fred; Hugo Plácido da Silva. "Morphological Autoencoders for Beat-by-Beat Atrial Fibrillation Detection
Using Single-Lead ECG". Sensors (2023): https://doi.org/10.3390/s23052854.
10.3390/s23052854
- Afonso Fortes Ferreira; Hugo Plácido da Silva; Helena Alves; Nuno Marques; Ana Fred. "Feasibility of Electrodermal Activity
and Photoplethysmography Data Acquisition at the Foot Using a Sock Form Factor". Sensors (2023): https://doi.org/10.3390/s23020620.
10.3390/s23020620
- Larissa Montenegro; Mariana Abreu; Ana Fred; Jose M. Machado. "Human-Assisted vs. Deep Learning Feature Extraction: An Evaluation
of ECG Features Extraction Methods for Arrhythmia Classification Using Machine Learning". Applied Sciences (2022):
https://doi.org/10.3390/app12157404.
10.3390/app12157404
- "Impact of sampling rate and interpolation on photoplethysmography and electrodermal activity signals’ waveform morphology
and feature extraction". Neural Computing and Applications (2022): http://dx.doi.org/10.1007/s00521-022-07212-6.
10.1007/s00521-022-07212-6
- Patrícia Justo Bota; Emmanuel Fléty; Hugo Plácido da Silva; Ana Fred. "EmotiphAI: a biocybernetic engine for real-time biosignals
acquisition in a collective setting". Neural Computing and Applications 1 1 (2022): 1-16. http://www.it.pt/Publications/PaperJournal/33090.
10.1007/s00521-022-07191-8
- Abreu, Mariana; Carmo, Ana Sofia; Franco, Ana; Parreira, Sara; Vidal, Beatriz; Costa, Mariana; Peralta, Ana Rita; et al. "Mobile
Applications for Epilepsy: Where Are We? Where Should We Go? A Systematic Review". Signals 3 1 (2022): 40-65. http://dx.doi.org/10.3390/signals3010005.
Published • 10.3390/signals3010005
- Bota, Patrícia; Fred, Ana; Valente, João; Wang, Chen; Silva, Hugo Plácido da. "A dissimilarity-based approach to automatic
classification of biosignal modalities". Applied Soft Computing 115 (2022): 108203. http://dx.doi.org/10.1016/j.asoc.2021.108203.
Published • 10.1016/j.asoc.2021.108203
- Valente, João; Godinho, Leonor; Pintado, Cristina; Baptista, Cátia; Kozlova, Veronika; Marques, Luís; Fred, Ana; Plácido da
Silva, Hugo. "Neuroorganoleptics: Organoleptic Testing Based on Psychophysiological Sensing". Foods 10 9 (2021): 1974.
http://dx.doi.org/10.3390/foods10091974.
10.3390/foods10091974
- Joana F. Pinto; Hugo Plácido da Silva; Francisco Melo; Ana Fred. "ScientIST: Biomedical Engineering Experiments Supported
by Mobile Devices, Cloud and IoT". Signals 1 2 (2020): 110-120. https://doi.org/10.3390/signals1020006.
10.3390/signals1020006
- Patrícia Bota; Chen Wang; Ana Fred; Hugo Silva. "Emotion Assessment Using Feature Fusion and Decision Fusion Classification
Based on Physiological Data: Are We There Yet?". Sensors 20 17 (2020): 4723-4723. https://doi.org/10.3390/s20174723.
10.3390/s20174723
- David Belo; Nuno Bento; Hugo Silva; Ana Fred; Hugo Gamboa. "ECG Biometrics Using Deep Learning and Relative Score Threshold
Classification". Sensors 20 15 (2020): 4078-4078. https://doi.org/10.3390/s20154078.
10.3390/s20154078
- Mariana Lima Lourinho Teixeira Abreu; Ana Fred; João Pedro Sabina dos Santos Valente; Chen Wang; Hugo Plácido da Silva. "Morphological
Autoencoders for Apnea Detection in Respiratory Gating Radiotherapy". Computer Methods and Programs in Biomedicine
COMM 105675 (2020): 105675-105675. http://www.it.pt/Publications/PaperJournal/30099.
10.1016/j.cmpb.2020.105675
- David Gonzalez Márquez; Paulo Félix; Constantino A. Garcia; Javier Tejedor; Ana Fred; Abraham Otero. "Positive and Negative
Evidence Accumulation Clustering for Sensor Fusion: An Application to Heartbeat Clustering". Sensors 19 21 (2019):
1-31. http://www.it.pt/Publications/PaperJournal/29718.
10.3390/s19214635
- Patrícia J. Bota; Chen Wang; Ana Fred; Hugo Plácido da Silva. "A Review, Current Challenges, and Future Possibilities on Emotion
Recognition Using Machine Learning and Physiological Signals". IEEE Access 7 1 (2019): 140990-141020. http://www.it.pt/Publications/PaperJournal/29577.
10.1109/ACCESS.2019.2944001
- Diana Batista; Hugo Plácido da Silva; Ana Fred; Carlos Filipe Simões Moreira; Hugo A. Ferreira. "Benchmarking of the BITalino
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| Thesis / Dissertation |
- Guerreiro, José. "A biosignal embedded system for physiological computing". Master, 2013. http://hdl.handle.net/10400.21/3293.
- Duarte, João. "Agrupamento de dados com restrições". Master, 2008. http://hdl.handle.net/10400.22/1876.
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