Table of Contents

• Fuzzy Preprocessing for Semi-supervised Image Classification in Modern IndustryPetr Hurtík, Vojtech Molek. 3-13 [doi]
• Interpretability of Recurrent Neural Networks Trained on Regular LanguagesChristian Oliva, Luis F. Lago-Fernández. 14-25 [doi]
• Unsupervised Learning as a Complement to Convolutional Neural Network Classification in the Analysis of Saccadic Eye Movement in Spino-Cerebellar Ataxia Type 2Catalin Stoean, Ruxandra Stoean, Roberto Antonio Becerra García, Rodolfo García-Bermúdez, Miguel A. Atencia Ruiz, Francisco García-Lagos, Luis Velázquez Pérez, Gonzalo Joya. 26-37 [doi]
• Scale-Space Theory, F-transform Kernels and CNN RealizationVojtech Molek, Irina Perfilieva. 38-48 [doi]
• Numerosity Representation in InfoGAN: An Empirical StudyAndrea Zanetti, Alberto Testolin, Marco Zorzi, Pawel Wawrzynski. 49-60 [doi]
• Deep Residual Learning for Human Identification Based on Facial LandmarksAbdelgader Abdelwhab Abdelgader, Serestina Viriri. 61-72 [doi]
• Dynamic Clustering of Time Series with Echo State NetworksMiguel A. Atencia Ruiz, Catalin Stoean, Ruxandra Stoean, Roberto Rodríguez-Labrada, Gonzalo Joya. 73-83 [doi]
• Multiple Sclerosis Detection via Wavelet Entropy and Feedforward Neural Network Trained by Adaptive Genetic AlgorithmJi Han, Shou-Ming Hou. 87-97 [doi]
• Multi-mother Wavelet Neural Network Training Using Genetic Algorithm-Based Approach to Optimize and Improves the Robustness of Gradient-Descent Algorithms: 3D Mesh Deformation ApplicationNaziha Dhibi, Chokri Ben Amar. 98-108 [doi]
• A Clinical Decision Support System to Help the Interpretation of Laboratory Results and to Elaborate a Clinical Diagnosis in Blood Coagulation DomainFrancois Lasson, Alban Paul Delamarre, Pascal Redou, Cédric Buche. 109-122 [doi]
• Real-Time Logo Detection in Brand-Related Social Media ImagesOscar Orti, Rubén Tous, Mauro Gomez, Jonatan Poveda, Leonel Cruz, Otto Wüst. 125-136 [doi]
• A Novel Framework for Fine Grained Action Recognition in SoccerGanesh Yaparla, Allaparthi Sriteja, Sai Krishna Munnangi, Garimella Rama Murthy. 137-150 [doi]
• Towards Automatic Crack Detection by Deep Learning and Active ThermographyRamón Moreno, Eider Gorostegui-Colinas, Pablo López-de-Uralde, Ander Muniategui. 151-162 [doi]
• Optimization of Convolutional Neural Network Ensemble Classifiers by Genetic AlgorithmsMiguel A. Molina-Cabello, Cristian Accino, Ezequiel López-Rubio, Karl Thurnhofer-Hemsi. 163-173 [doi]
• One Dimensional Fourier Transform on Deep Learning for Industrial Welding Quality ControlAnder Muniategui, Jon Ander del Barrio, Xabier Angulo-Vinuesa, Manuel Masenlle, Aitor García de la Yedra, Ramón Moreno. 174-185 [doi]
• A Serious Game to Build a Database for ErrP Signal RecognitionAdam M. H. Pinto, Guilherme Nardari, Marco Mijam, Edgard Morya, Roseli Romero. 186-197 [doi]
• Using Inferred Gestures from sEMG Signal to Teleoperate a Domestic Robot for the DisabledNadia Nasri, Francisco Gomez-Donoso, Sergio Orts-Escolano, Miguel Cazorla. 198-207 [doi]
• 3D Orientation Estimation of Pharmaceutical Minitablets with Convolutional Neural NetworkGregor Podrekar, Domen Kitak, Andraz Mehle, Domen Racki, Rok Dreu, Dejan Tomazevic. 208-219 [doi]
• Flatness Defect Detection and Classification in Hot Rolled Steel Strips Using Convolutional Neural NetworksMarco Vannocci, Antonio Ritacco, Angelo Castellano, Filippo Galli, Marco Vannucci, Vincenzo Iannino, Valentina Colla. 220-234 [doi]
• Image Completion with Filtered Low-Rank Tensor Train ApproximationsRafal Zdunek, Krzysztof Fonal, Tomasz Sadowski. 235-245 [doi]
• Knowledge Construction Through Semantic Interpretation of Visual InformationCristiano Russo, Kurosh Madani, Antonio Maria Rinaldi. 246-257 [doi]
• Ensemble Transfer Learning Framework for Vessel Size Estimation from 2D ImagesMario Milicevic, Krunoslav Zubrinic, Ivan Grbavac, Ana Keselj. 258-269 [doi]
• Analyzing Digital Image by Deep Learning for Melanoma DiagnosisKarl Thurnhofer-Hemsi, Enrique Domínguez. 270-279 [doi]
• BatchNorm Decomposition for Deep Neural Network InterpretationLucas Y. W. Hui, Alexander Binder. 280-291 [doi]
• Video Categorisation Mimicking Text MiningCristian Ortega-León, Pedro A. Marín-Reyes, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Elena Sánchez-Nielsen. 292-301 [doi]
• Trainable Thresholds for Neural Network QuantizationAlexander Goncharenko, Andrey Denisov, Sergey Alyamkin, Evgeny Terentev. 302-312 [doi]
• Integration of CNN into a Robotic Architecture to Build Semantic Maps of Indoor EnvironmentsD. Chaves, J. R. Ruiz-Sarmiento, N. Petkov, Javier González Jiménez. 313-324 [doi]
• Tandem Modelling Based Emotion Recognition in VideosSalma Kasraoui, Zied Lachiri, Kurosh Madani. 325-336 [doi]
• Computational Intelligence Approach for Liquid-Gas Flow Regime Classification Based on Frequency Domain Analysis of Signals from Scintillation DetectorsRobert Hanus, Marcin Zych, Marek Jaszczur. 339-349 [doi]
• Waste Classification System Using Image Processing and Convolutional Neural NetworksJanusz Bobulski, Mariusz Kubanek. 350-361 [doi]
• Artificial Neural Networks for Bottled Water Demand Forecasting: A Small Business Case StudyIsrael David Herrera-Granda, Joselyn A. Chicaiza-Ipiales, Erick P. Herrera-Granda, Leandro Leonardo Lorente-Leyva, Jorge A. Caraguay-Procel, Iván D. García-Santillán, Diego Hernán Peluffo-Ordóñez. 362-373 [doi]
• Detection of Cancerous Lesions with Neural NetworksHassan El-khatib, Dan Popescu, Loretta Ichim. 377-389 [doi]
• A Deep Learning Approach to Anomaly Detection in the Gaia Space Mission DataAlessandro Druetto, Marco Roberti, Rossella Cancelliere, Davide Cavagnino, Mario Gai. 390-401 [doi]
• On Possibilities of Human Head Detection for Person Flow Monitoring SystemPetr Dolezel, Dominik Stursa, Pavel Skrabanek. 402-413 [doi]
• Performance of Classifiers on Noisy-Labeled Training Data: An Empirical Study on Handwritten Digit Classification TaskIrfan Ahmad. 414-425 [doi]
• Combination of Multiple Classification Results Based on K-Class Alpha IntegrationGonzalo Safont, Addisson Salazar, Luis Vergara. 426-437 [doi]
• Acceleration of Online Recognition of 2D Sequences Using Deep Bidirectional LSTM and Dynamic ProgrammingDmytro Zhelezniakov, Viktor Zaytsev, Olga Radyvonenko. 438-449 [doi]
• A New Graph Based Brain Connectivity MeasureAddisson Salazar, Gonzalo Safont, Luis Vergara. 450-459 [doi]
• Many-Objective Cooperative Co-evolutionary Feature Selection: A Lexicographic ApproachJesús González 0001, Julio Ortega, Miguel Damas, Pedro Martín-Smith. 463-474 [doi]
• An Online Tool for Unfolding Symbolic Fuzzy Logic ProgramsGinés Moreno, José Antonio Riaza. 475-487 [doi]
• Ensemble of Attractor Networks for 2D Gesture RetrievalCarlos Dávila, Mario González, Jorge Luis Pérez-Medina, David Dominguez, Ángel Sánchez, Francisco B. Rodríguez. 488-499 [doi]
• Sparse Least Squares Support Vector Machines Based on Genetic Algorithms: A Feature Selection ApproachPedro Hericson Machado Araújo, Ajalmar Rêgo da Rocha Neto. 500-511 [doi]
• A Neural Network-Based Approach to Sensor and Actuator Fault-Tolerant ControlMarcin Pazera, Marcin Mrugalski, Marcin Witczak, Mariusz Buciakowski. 515-526 [doi]
• Estimating Supervisor Set Using Machine Learning and Optimal ControlKonrad Kosmatka, Andrzej Nowakowski. 527-538 [doi]
• Application of Artificial Neural Network Model for Cost Optimization in a Single-Source, Multi-destination System with Non-deterministic InputsModestus O. Okwu, Vitalian U. Chukwu, Onyewuchi Oguoma. 539-554 [doi]
• A New Online Class-Weighting Approach with Deep Neural Networks for Image Segmentation of Highly Unbalanced Glioblastoma TumorsMostefa Ben naceur, Rostom Kachouri, Mohamed Akil, Rachida Saouli. 555-567 [doi]
• Classification with Rejection Option Using the Fuzzy ARTMAP Neural NetworkFrancisco Felipe M. Sousa, Alan Lucas Silva Matias, Ajalmar Rêgo da Rocha Neto. 568-578 [doi]
• About Filter Criteria for Feature Selection in RegressionAlexandra Degeest, Michel Verleysen, Benoît Frénay. 579-590 [doi]
• Bistable Sigmoid NetworksStanislav Uschakow, Jörn Fischer, Thomas Ihme. 591-600 [doi]
• Validation of Unimodal Non-Gaussian ClustersLuis F. Lago-Fernández, Jesús Aragón, Manuel A. Sánchez-Montañés. 601-611 [doi]
• From Iterative Threshold Decoding to a Low-Power High-Speed Analog VLSI Decoder ImplementationWerner G. Teich, Heiko Teich, Giuseppe Oliveri. 615-628 [doi]
• Machine Learning as a Means to Adapt Requirement Changes for SDN Deployment Process in SDN MigrationHong Wei Siew, Saw Chin Tan, Jason Binlun Ng, Ching Kwang Lee, Rizaluddin Kapsin, Zulfadzli Yusoff. 629-639 [doi]
• Searching the Shortest Pair of Edge-Disjoint Paths in a Communication Network. A Fuzzy ApproachLissette Valdés, Alfonso-Ariza, Sira María Allende, Gonzalo Joya. 640-652 [doi]
• Toward Robust Mispronunciation Detection via Audio-Visual Speech RecognitionMahdie Karbasi, Steffen Zeiler, Jan Freiwald, Dorothea Kolossa. 655-666 [doi]
• Link Prediction Regression for Weighted Co-authorship NetworksIlya Makarov, Olga Gerasimova. 667-677 [doi]
• Red-Black Tree Based NeuroEvolution of Augmenting TopologiesWilliam R. Arellano, Paul A. Silva, Maria F. Molina, Saulo Ronquillo, Francisco Ortega-Zamorano. 678-686 [doi]
• A New Classification Method for Predicting the Output of Dye Process in Textile Industry by Using Artificial Neural NetworksAhsen Noor Subhopoto, Mehmet Akar, Sencer Sultanoglu. 687-698 [doi]
• An Efficient Framework to Detect and Avoid Driver Sleepiness Based on YOLO with Haar Cascades and an Intelligent AgentBelmekki Ghizlene, Mekkakia Zoulikha, Hector Pomares. 699-708 [doi]
• Fingerprint Retrieval Using a Specialized Ensemble of Attractor NetworksMario González, Carlos Dávila, David Dominguez, Ángel Sánchez, Francisco B. Rodríguez. 709-719 [doi]
• A Fixed-Size Pruning Approach for Optimum-Path ForestLeonardo da Silva Costa, Gabriel Santos Barbosa, Ajalmar Rêgo da Rocha Neto. 723-734 [doi]
• Constraint Exploration of Convolutional Network Architectures with NeuroevolutionJonas Dominik Homburg, Michael Adams, Michael Thies, Timo Korthals, Marc Hesse, Ulrich Rückert 0001. 735-746 [doi]
• Impact of Genetic Algorithms Operators on Association Rules ExtractionLeila Hamdad, Karima Benatchba, Ahcène Bendjoudi, Zakaria Ournani. 747-759 [doi]
• The Problems of Selecting ProblemsAlberto de la Encina, Natalia López, Ismael Rodríguez, Fernando Rubio 0001. 760-772 [doi]
• Unsupervised Learning Bee Swarm Optimization MetaheuristicSouhila Sadeg, Leila Hamdad, Mouloud Haouas, Kouider Abderrahmane, Karima Benatchba, Zineb Habbas. 773-784 [doi]
• QBSO-FS: A Reinforcement Learning Based Bee Swarm Optimization Metaheuristic for Feature SelectionSouhila Sadeg, Leila Hamdad, Amine Riad Remache, Mehdi Nedjmeddine Karech, Karima Benatchba, Zineb Habbas. 785-796 [doi]
• Device-Free Passive Human Counting with Bluetooth Low Energy BeaconsMaximilian Münch, Frank-Michael Schleif. 799-810 [doi]
• Combining Very Deep Convolutional Neural Networks and Recurrent Neural Networks for Video ClassificationRukiye Savran Kiziltepe, John Q. Gan, Juan José Escobar. 811-822 [doi]
• Towards Applying River Formation Dynamics in Continuous Optimization ProblemsPablo Rabanal, Ismael Rodríguez, Fernando Rubio 0001. 823-832 [doi]
• Go for Parallel Neural NetworksDavid Turner, Erich Schikuta. 833-844 [doi]
• Using Boolean- and Self-Enforcing-Networks for Mathematical E-Tutorial SystemsChristina Klüver, Jürgen Klüver. 845-856 [doi]
• Digital Implementation of a Biological-Plausible Model for Astrocyte Ca ^2+ OscillationsMoslem Heidrapur, Arash Ahmadi, Majid Ahmadi. 857-868 [doi]
• Evolving Balancing Controllers for Biped Characters in GamesChristopher Schinkel Carlsen, George Palamas. 869-880 [doi]
• Feature Selection and Assessment of Lung Cancer Sub-types by Applying Predictive ModelsSara González, Daniel Castillo, Juan Manuel Galvez, Ignacio Rojas, Luis Javier Herrera. 883-894 [doi]
• Energy-Time Analysis of Convolutional Neural Networks Distributed on Heterogeneous Clusters for EEG ClassificationJuan José Escobar, Julio Ortega, Miguel Damas, Rukiye Savran Kiziltepe, John Q. Gan. 895-907 [doi]
• The Frequent Complete Subgraphs in the Human ConnectomeMáté Fellner, Bálint Varga, Vince Grolmusz. 908-920 [doi]