Abstract is missing.
- A Deeper Look into 'Deep Learning of Aftershock Patterns Following Large Earthquakes': Illustrating First Principles in Neural Network Physical InterpretabilityArnaud Mignan, Marco Broccardo. 3-14 [doi]
- Boosting Wavelet Neural Networks Using Evolutionary Algorithms for Short-Term Wind Speed Time Series ForecastingHua-Liang Wei. 15-26 [doi]
- An Approach to Rain Detection Using Sobel Image Pre-processing and Convolutional Neuronal NetworksJosé A. Godoy-Rosario, Antonio G. Ravelo-García, Pedro J. Quintana-Morales, Juan L. Navarro-Mesa. 27-38 [doi]
- On the Application of a Recurrent Neural Network for Rainfall Quantification Based on the Received Signal from Microwave LinksIván Guerra Moreno, Juan L. Navarro-Mesa, Antonio G. Ravelo-García, Carmen Paz Suárez Araujo. 39-51 [doi]
- Ambient Temperature Estimation Using WSN Links and Gaussian Process RegressionSofia I. Inácio, Joaquim A. R. Azevedo. 52-62 [doi]
- Voice Command Recognition Using Statistical Signal Processing and SVMAleksandra Osowska, Stanislaw Osowski. 65-73 [doi]
- Enterprise System Response Time Prediction Using Non-stationary Function ApproximationsK. Ravikumar, Kriti Kumar, Naveen Kumar Thokala, M. Girish Chandra. 74-87 [doi]
- Using Artificial Neural Networks for Recovering the Value-of-Travel-Time DistributionSander van Cranenburgh, Marco Kouwenhoven. 88-102 [doi]
- Sparse, Interpretable and Transparent Predictive Model Identification for Healthcare Data AnalysisHua-Liang Wei. 103-114 [doi]
- Use of Complex Networks for the Automatic Detection and the Diagnosis of Alzheimer's DiseaseAruane Mello Pineda, Fernando M. Ramos, Luiz Eduardo Betting, Andriana S. L. O. Campanharo. 115-126 [doi]
- The Generalized Sleep Spindles Detector: A Generative Model Approach on Single-Channel EEGsCarlos A. Loza, José C. Príncipe. 127-138 [doi]
- DeepTrace: A Generic Framework for Time Series ForecastingNithish B. Moudhgalya, Siddharth Divi, V. Adithya Ganesan, S. Sharan Sundar, Vineeth Vijayaraghavan. 139-151 [doi]
- Automatic Identification of Interictal Epileptiform Discharges with the Use of Complex NetworksGustavo H. Tomanik, Luiz E. Betting, Andriana S. L. O. Campanharo. 152-161 [doi]
- Anomaly Detection for Bivariate SignalsMarie Cottrell, Cynthia Faure, Jérôme Lacaille, Madalina Olteanu. 162-173 [doi]
- A Scalable Long-Horizon Forecasting of Building Electricity ConsumptionNaveen Kumar Thokala, S. Spoorthy, M. Girish Chandra. 174-185 [doi]
- Long-Term Forecasting of Heterogenous Variables with Automatic Algorithm SelectionNaveen Kumar Thokala, Kriti Kumar, M. Girish Chandra, Karumanchi Ravikumar. 186-197 [doi]
- Automatic Time Series Forecasting with GRNN: A Comparison with Other ModelsFrancisco Martínez, Francisco Charte, Antonio J. Rivera, María Pilar Frías. 198-209 [doi]
- Improving Online Handwriting Text/Non-text Classification Accuracy Under Condition of Stroke Context AbsenceSerhii Polotskyi, Ivan Deriuga, Tetiana Ignatova, Volodymyr Melnyk, Hennadii Azarov. 210-221 [doi]
- Improving Classification of Ultra-High Energy Cosmic Rays Using Spacial Locality by Means of a Convolutional DNNFrancisco Carrillo-Perez, Luis Javier Herrera, Juan Miguel Carceller, Alberto Guillén. 222-232 [doi]
- Model and Feature Aggregation Based Federated Learning for Multi-sensor Time Series Trend FollowingYao Hu, Xiaoyan Sun, Yang Chen, Zishuai Lu. 233-246 [doi]
- Robust Echo State Network for Recursive System IdentificationRenan Bessa, Guilherme A. Barreto. 247-258 [doi]
- Random Hyper-parameter Search-Based Deep Neural Network for Power Consumption ForecastingJ. F. Torres, David Gutiérrez-Avilés, Alicia Troncoso, Francisco Martínez-Álvarez. 259-269 [doi]
- A First Approximation to the Effects of Classical Time Series Preprocessing Methods on LSTM AccuracyDaniel Trujillo Viedma, Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, María José del Jesus Díaz. 270-280 [doi]
- Detecting Driver Drowsiness in Real Time Through Deep Learning Based Object DetectionMuhammad Faique Shakeel, Nabit A. Bajwa, Ahmad Muhammad Anwaar, Anabia Sohail, Asifullah Khan, Haroon-ur-Rashid. 283-296 [doi]
- The Influence of Human Walking Activities on the Doppler Characteristics of Non-stationary Indoor Channel ModelsMuhammad Muaaz, Ahmed Abdelgawwad, Matthias Pätzold. 297-309 [doi]
- A Neural Network for Stance Phase Detection in Smart Cane UsersJuan Rafael Caro-Romero, Joaquín Ballesteros, Francisco García-Lagos, Cristina Urdiales, Francisco Sandoval. 310-321 [doi]
- Closed-Eye Gaze Gestures: Detection and Recognition of Closed-Eye Movements with Cameras in Smart GlassesRainhard Dieter Findling, Le Ngu Nguyen, Stephan Sigg. 322-334 [doi]
- RF-Based Human Activity Recognition: A Non-stationary Channel Model Incorporating the Impact of Phase DistortionsAlireza Borhani, Matthias Pätzold. 335-346 [doi]
- Workout Type Recognition and Repetition Counting with CNNs from 3D Acceleration Sensed on the ChestKacper Skawinski, Ferran Montraveta Roca, Rainhard Dieter Findling, Stephan Sigg. 347-359 [doi]
- Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data SubwindowsOresti Banos, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga. 360-367 [doi]
- Preliminary Results Using a P300 Brain-Computer Interface Speller: A Possible Interaction Effect Between Presentation Paradigm and Set of StimuliÁlvaro Fernández-Rodríguez, María Teresa Medina-Juliá, Francisco Velasco-Álvarez, Ricardo Ron-Angevin. 371-381 [doi]
- Custom-Made Monitor for Easy High-Frequency SSVEP StimulationMihaly Benda, Felix Gembler, Piotr Stawicki, Sadok Ben-Salem, Zahidul Islam, Arne Vogelsang, Ivan Volosyak. 382-393 [doi]
- A Comparison of cVEP-Based BCI-Performance Between Different Age GroupsFelix Gembler, Piotr Stawicki, Aya Rezeika, Ivan Volosyak. 394-405 [doi]
- Remote Steering of a Mobile Robotic Car by Means of VR-Based SSVEP BCIPiotr Stawicki, Felix Gembler, Roland Grichnik, Ivan Volosyak. 406-417 [doi]
- A VR-Based Hybrid BCI Using SSVEP and Gesture InputRoland Grichnik, Mihaly Benda, Ivan Volosyak. 418-429 [doi]
- Word Prediction Support Model for SSVEP-Based BCI Web SpellerAbdul Saboor, Mihaly Benda, Felix Gembler, Ivan Volosyak. 430-441 [doi]
- Is Stress State an Important Factor in the BCI-P300 Speller Performance?Liliana García, Maud Zak, Celestin Grenier, Solene Hanrio, Dorine Henry, Romain Randriamanantena, Catherine Semal, Jean-Marc André, Véronique Lespinet-Najib, Ricardo Ron-Angevin. 442-454 [doi]
- Echo State Networks with Artificial Astrocytes and Hebbian ConnectionsPeter Gergel, Igor Farkas. 457-466 [doi]
- Multiple Linear Regression Based on Coefficients Identification Using Non-iterative SGTM Neural-like StructureIvan Izonin, Roman Tkachenko, Natalia Kryvinska, Pavlo Tkachenko, Michal Gregus. 467-479 [doi]
- Richness of Deep Echo State Network DynamicsClaudio Gallicchio, Alessio Micheli. 480-491 [doi]
- Image Classification and Retrieval with Random Depthwise Signed Convolutional Neural NetworksYunzhe Xue, Usman Roshan. 492-506 [doi]
- Exploring Classification, Clustering, and Its Limits in a Compressed Hidden Space of a Single Layer Neural Network with Random WeightsMeiyan Xie, Usman Roshan. 507-516 [doi]
- Improving Randomized Learning of Feedforward Neural Networks by Appropriate Generation of Random ParametersGrzegorz Dudek. 517-530 [doi]
- Detector of Small Objects with Application to the License Plate SymbolsAlexey Alexeev, Yuriy Matveev, Anton Matveev, Georgy Kukharev, Sattam Almatarneh. 533-544 [doi]
- Failure Diagnosis of Wind Turbine Bearing Using Feature Extraction and a Neuro-Fuzzy Inference System (ANFIS)Mojtaba Kordestani, Milad Rezamand, Rupp Carriveau, David S. K. Ting, Mehrdad Saif. 545-556 [doi]
- OnMLM: An Online Formulation for the Minimal Learning MachineAlan L. S. Matias, César L. C. Mattos, Tommi Kärkkäinen, João P. P. Gomes, Ajalmar R. da Rocha Neto. 557-568 [doi]
- Adversarial Examples are a Manifestation of the Fitting-Generalization Trade-offOscar Déniz, Noelia Vállez, Gloria Bueno García. 569-580 [doi]
- Some Insights and Observations on Depth Issues in Deep Learning NetworksArindam Chaudhuri. 583-595 [doi]
- Multi-input CNN for Text Classification in Commercial ScenariosZuzanna Parcheta, Germán Sanchis-Trilles, Francisco Casacuberta, Robin Redahl. 596-608 [doi]
- Applying Sentiment Analysis with Cross-Domain Models to Evaluate User eXperience in Virtual Learning EnvironmentsRosario Sanchis-Font, María José Castro Bleda, José-Ángel González. 609-620 [doi]
- Document Model with Attention Bidirectional Recurrent Network for Gender IdentificationBassem Bsir, Mounir Zrigui. 621-631 [doi]
- Visual Disambiguation of Prepositional Phrase Attachments: Multimodal Machine Learning for Syntactic Analysis CorrectionSebastien Delecraz, Leonor Becerra-Bonache, Alexis Nasr, Frédéric Béchet, Benoît Favre. 632-643 [doi]
- Meeting Summarization, A Challenge for Deep LearningFrançois Jacquenet, Marc Bernard, Christine Largeron. 644-655 [doi]
- Semantic Fake News Detection: A Machine Learning PerspectiveAdrian M. P. Brasoveanu, Razvan Andonie. 656-667 [doi]
- Unsupervised Inflection Generation Using Neural Language ModellingOctavia-Maria Sulea, Steve Young. 668-678 [doi]
- AL4LA: Active Learning for Text Labeling Based on Paragraph VectorsDamián Nimo-Járquez, Margarita Narváez Ríos, Mario Rivas-Sánchez, Andrés Yáñez, Guillermo Bárcena-González, Maria De La Paz Guerrero-Lebrero, Elisa Guerrero, Pedro L. Galindo. 679-687 [doi]
- On Transfer Learning for Detecting Abusive Language OnlineAna Sabina Uban, Liviu P. Dinu. 688-700 [doi]
- Security Testing for Multi-Agent SystemsDamas P. Gruska, M. Carmen Ruiz. 703-715 [doi]
- GPTSG: A Genetic Programming Test Suite Generator Using Information Theory MeasuresAlfredo Ibias, David Griñán, Manuel Núñez 0001. 716-728 [doi]
- An Intelligent System Integrating CEP and Colored Petri Nets for Helping in Decision Making About Pollution ScenariosGregorio Díaz, Enrique Brazález, Hermenegilda Macià, Juan Boubeta-Puig, Valentín Valero. 729-740 [doi]
- Using Genetic Algorithms to Generate Test Suites for FSMsMiguel Benito-Parejo, Inmaculada Medina-Bulo, Mercedes G. Merayo, Manuel Núñez 0001. 741-752 [doi]
- Conformance Relations for Fuzzy AutomataIván Calvo, Mercedes G. Merayo, Manuel Núñez 0001, Francisco Palomo-Lozano. 753-765 [doi]
- Investigating the Effectiveness of Mutation Testing Tools in the Context of Deep Neural NetworksNour Chetouane, Lorenz Klampfl, Franz Wotawa. 766-777 [doi]
- SGD-Based Wiener Polynomial Approximation for Missing Data Recovery in Air Pollution Monitoring DatasetIvan Izonin, Michal Gregus, Roman Tkachenko, Mykola Logoyda, Oleksandra Mishchuk, Yurii Kynash. 781-793 [doi]
- Heavy Duty Vehicle Fuel Consumption Modelling Based on Exploitation Data by Using Artificial Neural NetworksOskar Wysocki, Lipika Deka, David Elizondo, Jacek Kropiwnicki, Jacek Czyzewicz. 794-805 [doi]
- A Deep Ensemble Neural Network Approach to Improve Predictions of Container Inspection VolumeDaniel Urda Muñoz, Juan Jesús Ruiz-Aguilar, Javier González-Enrique, Ignacio J. Turias Domínguez. 806-817 [doi]
- Ro-Ro Freight Forecasting Based on an ANN-SVR Hybrid Approach. Case of the Strait of GibraltarJosé Antonio Moscoso López, Juan Jesús Ruiz-Aguilar, Daniel Urda, Javier González-Enrique, Ignacio José Turias. 818-831 [doi]
- Infering Air Quality from Traffic Data Using Transferable Neural Network ModelsMiguel A. Molina-Cabello, Benjamin N. Passow, Enrique Domínguez, David A. Elizondo, Jolanta Obszynska. 832-843 [doi]
- Deep Learning Based Ship Movement Prediction System ArchitectureAlberto Alvarellos, Andrés Figuero, José Sande, Enrique Peña, Juan R. Rabuñal. 844-855 [doi]
- A Genetic Algorithm and Neural Network Stacking Ensemble Approach to Improve NO2 Level EstimationsJavier González-Enrique, Juan Jesús Ruiz-Aguilar, José Antonio Moscoso López, Steffanie Van Roode, Daniel Urda, Ignacio J. Turias. 856-867 [doi]
- Convolutional Neural Network Learning Versus Traditional Segmentation for the Approximation of the Degree of Defective Surface in Titanium for Implantable Medical DevicesRuxandra Stoean, Catalin Stoean, Adriana Samide, Gonzalo Joya. 871-882 [doi]
- Convolutional Neural Networks and Feature Selection for BCI with Multiresolution AnalysisJavier León, Julio Ortega, Andrés Ortiz. 883-894 [doi]
- Attention-Based Recurrent Neural Networks (RNNs) for Short Text Classification: An Application in Public Health MonitoringOduwa Edo-Osagie, Iain Lake, Obaghe Edeghere, Beatriz de la Iglesia. 895-911 [doi]
- A Transfer-Learning Approach to Feature Extraction from Cancer Transcriptomes with Deep AutoencodersGuillermo López-García, José M. Jerez, Leonardo Franco, Francisco J. Veredas. 912-924 [doi]
- Dementia Detection and Classification from MRI Images Using Deep Neural Networks and Transfer LearningAmen Bidani, Mohamed Salah Gouider, Carlos M. Travieso-González. 925-933 [doi]