Table of Contents

• Constrained ALS for Estimation of Human Upper Limb SynergiesRabya Bahadur, Saeed-ur Rehman. 29-35 [doi]
• Machine Learning Algorithms for Mouse LFP Data Classification in EpilepsyAntonis Golfidis, Michael Vinos, Nikos Vassilopoulos, Eirini Papadaki, Irini Skaliora, Vassilis Cutsuridis. 36-47 [doi]
• Stylohyoid and Posterior Digastric Measurement with Intramuscular EMG, Submental EMG and Swallowing SoundAdrien Mialland, Ihab Atallah, Agnès Bonvilain. 48-54 [doi]
• Impact of Body Position on Imaging Ballistocardiographic SignalsAlexander Woyczyk, Sebastian Zaunseder. 55-65 [doi]
• Comparison of the Electrophysiological Myoelectrical Activity Evolution in Induction of Labor with Pharmacological and Mechanical MethodsAlba Diaz-Martinez, Yiyao Ye-Lin, Rogelio Monfort-Ortiz, Javier Garcia-Casado, Iria Rey-Ferreira, Félix Nieto-del-Amor, Vicente Jose Diago-Almela, Jose L. Martinez-de-Juan, Gema Prats-Boluda. 66-73 [doi]
• Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral SclerosisRicardo Cebola, Duarte Folgado, André V. Carreiro, Hugo Gamboa. 74-85 [doi]
• Event-Related Desynchronization Analysis During Action Observation and Motor Imagery of Transitive MovementsStefania Coelli, Alessandra Calcagno, Federico Temporiti, Roberto Gatti, Manuela Galli, Anna M. Bianchi. 86-93 [doi]
• Wearable Data Generation Using Time-Series Generative Adversarial Networks for Hydration MonitoringFarida Sabry, Wadha Labda, Tamer Eltaras, Fatima Hamza, Khawla Elzoubi, Qutaibah M. Malluhi. 94-105
• Hallucinated Heartbeats: Anomaly-Aware Remote Pulse EstimationJeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka. 106-117 [doi]
• Estimation of Fluid Intake Volume from Surface Electromyography Signals: A Comparative Study of Seven Regression TechniquesIman A. Ismail, Ernest Nlandu Kamavuako. 118-124 [doi]
• Using Sparse Representation of EEG Signal from a Shallow Sparse Autoencoder for Epileptic Seizure PredictionGul Hameed Khan, Nadeem Ahmad Khan, Wala Saadeh, Muhammad Awais Bin Altaf. 125-132 [doi]
• Data Augmentation, Multimodality, Subject and Activity Specificity Improve Wearable Electrocardiogram Denoising with AutoencodersJoão Areias Saraiva, Mariana Abreu, Ana Sofia Carmo, Ana L. N. Fred, Hugo Plácido da Silva. 133-145 [doi]
• Assessing Situation Awareness (SA) Using Single- or Dual-Location functional Near Infrared Spectroscopy (fNIRS)Bethany K. Bracken, Aaron Winder, Brandon Hager, Mica R. Endsley, Elena Festa. 149-154 [doi]
• AI and IoT Enabled Sleep Stage ClassificationDimitrios Zografakis, Panagiotis Tsakanikas, Ioanna Roussaki, Konstantina-Maria Giannakopoulou. 155-161 [doi]
• Comparison of Machine Learning Algorithms for Human Activity RecognitionHassan Ashraf, Olivier Brüls, Cédric Schwartz, Mohamed Boutaayamou. 162-169 [doi]
• Spontaneous Cardiac-Locomotor Coupling in Healthy Individuals During Daily ActivitiesAurora Rosato, Matilda Larsson, Eric Rullman, Seraina Anne Dual. 170-177 [doi]
• Machine Learning Algorithm Development and Metrics Extraction from PPG Signal for Improved Robustness in WearablesPedro Veiga, Rui Varandas, Hugo Gamboa. 178-185 [doi]
• Annotation-Based Evaluation of Wrist EDA Quality and Response Assessment TechniquesE. Pattyn, Erika Lutin, A. Van Kraaij, N. Thammasan, D. Tourolle, Ilkka Kosunen, D. Tump, Walter De Raedt, Chris Van Hoof. 186-194 [doi]
• Prediction of Sleep Stages Based on Wearable Signals Using Machine Learning TechniquesRodrigo Duarte Braga, Daniel Osório 0001, Hugo Gamboa. 195-202 [doi]
• Depression in Obstructive Sleep Apnea Patients: Is Using Complex Deep Learning Structures Worth It?Mostafa Moussa, Yahya Alzaabi, Ahsan Khandoker. 203-211 [doi]
• Spectral Analysis of Cardiogenic Vibrations to Distinguish Between Valvular Heart DiseasesEcem Erin, Beren Semiz. 212-219 [doi]
• Arrythmia Classification Using MATLAB® Classification Learner AppCesar N. Silva, Fernanda F. Lopes, Jefferson A. Matos, Maria Claudia F. Castro. 220-225 [doi]
• Description of PD Phonation in Terms of EEG-Related Frequency BandsPedro Gómez 0001, Jirí Mekyska, Lubos Brabenec, Patrik Simko, Irena Rektorová, Andrés Gómez 0003, Victoria Rodellar. 226-233 [doi]
• Hybrid Improved Physarum Learner for Structure Causal DiscoveryJoão Paulo Soares, Vitor Barth, Alan Eckeli, Carlos Dias Maciel. 234-240 [doi]
• Deep Minutiae Fingerprint Extraction Using Equivariance PriorsMargarida Gouveia, Eduardo Castro, Ana Rebelo, Jaime S. Cardoso 0001, Bruno Patrão. 241-251 [doi]
• Study of Uncertainty Quantification Using Multi-Label ECG in Deep Learning ModelsRaquel Simão, Marília Barandas, David Belo, Hugo Gamboa. 252-259 [doi]
• The Subspace Regularization Method Improves ErrP Detection by EEGNET in BCI ExperimentsAndrea Farabbi, Luca T. Mainardi. 260-264 [doi]
• Multimodal Stress Classification Based on Biosignals Extracted from Smart Devices and ElectromyographyMaria Justino, Phillip Probst, Daniel Zagalo, Cátia Cepeda, Hugo Gamboa. 265-272 [doi]
• Analysis of Postural Variability of Office Workers Using Inertial SensorsFábio Mendes, Phillip Probst, Eduarda Oliosi, Luís Silva, Cátia Cepeda, Hugo Gamboa. 273-280 [doi]
• Automated Detection of Decision-Making Style, Based on Users' Online Mouse Pointer ActivityMarcus Cheetham, Cátia Cepeda, Hugo Gamboa, Christoph Hoelscher, Seyed Abolfazl Valizadeh. 281-286 [doi]
• Class-wise Knowledge Distillation for Lightweight Segmentation ModelRyota Ikedo, Kotaro Nagata, Kazuhiro Hotta. 287-293 [doi]
• Fall Risk Assessment Using Wearable-Based Turn Detection: Comparison of Different Algorithms During Real-World MonitoringJose Albites-Sanabria, Pierpaolo Palumbo, Stefania Bandinelli, Luca Palmerini, Lorenzo Chiari. 294-300 [doi]
• Content Based Image Retrieval Using Depth Maps for Colonoscopy ImagesMd Marufi Rahman, Jung-Hwan Oh 0001, Wallapak Tavanapong, Piet C. de Groen. 301-308
• Correlating EEG Signals and Electrode Locations by Means of Multidimensional ScalingLucía Rodríguez-Giraldo, Juan P. Ugarte. 309-316 [doi]
• Towards Lung Cancer Staging via Μultipositional Radiomics and Machine LearningDimitris Fotopoulos, Dimitris Filos, Ekaterini Xinou, Ioanna Chouvarda. 317-324 [doi]
• An RFID Based Localization and Mental Stress Recognition System Using Wearable SensorsMhd. Wasim Raed, Semih Yön, Ali Günes, Igor V. Kotenko, Elena Fedorchenko, Anna Polubaryeva. 325-331 [doi]
• A Rank Aggregation Algorithm for Performance Evaluation in Modern Sports Medicine with NMR-based MetabolomicsVincent Vigneron, Hichem Maaref. 332-339 [doi]
• Classification of HCI Datasets Using Information Fusion and Weighted Frechet DistanceAleksandar Jeremic, Huaying Li. 340-343 [doi]
• Reflecting on the Status Quo of Nonverbal Human-Machine InteractionFábio Barros, António Teixeira 0001, Samuel Silva 0001. 344-350 [doi]
• Heterogeneous Inertial Measurement Units in Motion AnalysisFilip Malawski, Natalia Paruzel-Satlawa. 351-358 [doi]
• Redundancy and Novelty Between ECG Leads Based on Linear CorrelationUtkars Jain, Adam A. Butchy, Michael T. Leasure, Veronica A. Covalesky, Daniel McCormick, Gary S. Mintz. 359-365 [doi]
• Parkinson and REM Sleep Behaviour Disorder: HRV Difference During PolysomnographyParisa Sattar, Giulia Baldazzi, Nicla Mandas, Elisa Casaglia, Michela Figorilli, Monica Puligheddu, Danilo Pani. 366-370 [doi]