Table of Contents

• Effect of Geometric Complexity on Intuitive Model SelectionEugenio Piasini, Vijay Balasubramanian, Joshua I. Gold. 1-24 [doi]
• Training Convolutional Neural Networks with Competitive Hebbian Learning ApproachesGabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato. 25-40 [doi]
• Towards Understanding Neuroscience of Realisation of Information Need in Light of Relevance and Satisfaction JudgementSakrapee Paisalnan, Frank E. Pollick, Yashar Moshfeghi. 41-56 [doi]
• New Optimization Approaches in Malware Traffic AnalysisIvan Letteri, Antonio Di Cecco, Giuseppe Della Penna. 57-68 [doi]
• Topological Properties of Mouse Neuronal Populations in Fluorescence Microscopy ImagesMargarita Zaleshina, Alexander Zaleshin. 69-80 [doi]
• Employing an Adjusted Stability Measure for Multi-criteria Model Fitting on Data Sets with Similar FeaturesAndrea Bommert, Jörg Rahnenführer, Michel Lang. 81-92 [doi]
• A Study on Relevant Features for Intraday S&P 500 Prediction Using a Hybrid Feature Selection ApproachMahinda Mailagaha Kumbure, Christoph Lohrmann, Pasi Luukka. 93-104 [doi]
• ViT - Inception - GAN for Image ColourisationTejas Bana, Jatan Loya, Siddhant Kulkarni. 105-118 [doi]
• On Principal Component Analysis of the Convex Combination of Two Data Matrices and Its Application to Acoustic Metamaterial FiltersGiorgio Gnecco, Andrea Bacigalupo. 119-123 [doi]
• Mixing Consistent Deep ClusteringDaniel Lutscher, Ali el Hassouni, Maarten Stol, Mark Hoogendoorn. 124-137 [doi]
• Utilizing Predictive Models to Identify the Influence of Full Prior Distribution in Hypothesis Testing ProblemsYuval Ben-David, Gail Gilboa-Freedman. 138-143 [doi]
• Optimally Weighted Ensembles for Efficient Multi-objective OptimizationGideon Hanse, Roy de Winter, Bas van Stein, Thomas Bäck. 144-156 [doi]
• Anomaly Detection in Smart Grid Network Using FC-Based Blockchain Model and Linear SVMSaurabh Shukla, Subhasis Thakur, John G. Breslin. 157-171 [doi]
• Unsupervised PulseNet: Automated Pruning of Convolutional Neural Networks by K-Means ClusteringDavid Browne, Michael Giering, Steven D. Prestwich. 172-184 [doi]
• A Noisy-Labels Approach to Detecting Uncompetitive AuctionsNatalya Goryunova, Artem Baklanov, Egor Ianovski. 185-200 [doi]
• Deep Autonomous Agents Comparison for Self-driving CarsAlessandro Riboni, Antonio Candelieri, Matteo Borrotti. 201-213 [doi]
• Method for Generating Explainable Deep Learning Models in the Context of Air Traffic ManagementKeith Rudd, Michelle M. Eshow, Mary Gibbs. 214-234 [doi]
• ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification ModelsRutuja Taware, Shraddha Varat, Gaurav Salunke, Chaitanya Gawande, Geetanjali Kale, Rahul Khengare, Raviraj Joshi. 235-249 [doi]
• A Framework for Imbalanced Time-Series ForecastingLuis P. Silvestrin, Leonardos Pantiskas, Mark Hoogendoorn. 250-264 [doi]
• pH-RL: A Personalization Architecture to Bring Reinforcement Learning to Health PracticeAli el Hassouni, Mark Hoogendoorn, Marketa Ciharova, Annet Kleiboer, Khadicha Amarti, Vesa Muhonen, Heleen Riper, A. E. Eiben. 265-280 [doi]
• Predicting Worst-Case Execution Times During Multi-criterial Function InliningKateryna Muts, Heiko Falk. 281-295 [doi]
• Small Geodetic Datasets and Deep Networks: Attention-Based Residual LSTM Autoencoder Stacking for Geodetic Time SeriesMostafa Kiani Shahvandi, Benedikt Soja. 296-307 [doi]
• Forecasting the IBEX-35 Stock Index Using Deep Learning and News EmotionsSergio Consoli, Matteo Negri, Amirhossein Tebbifakhr, Elisa Tosetti, Marco Turchi. 308-323 [doi]
• Action-Conditioned Frame Prediction Without DiscriminatorDavid Valencia, Henry Williams, Bruce A. MacDonald, Ting Qiao. 324-337 [doi]
• Inference and De-noising of Non-gaussian Particle Distribution Functions: A Generative Modeling ApproachJohn Donaghy, Kai Germaschewski. 338-348 [doi]
• Convolutional Neural Network for Classification of Aerial Survey Images in the Recognition SystemNguyen Van Trong, Pashchenko Fedor Fedorovich. 349-356 [doi]
• Can You Tell? SSNet - A Biologically-Inspired Neural Network Framework for Sentiment ClassifiersApostol Vassilev, Munawar Hasan, Honglan Jin. 357-382 [doi]
• ODIN: Pluggable Meta-annotations and Metrics for the Diagnosis of Classification and LocalizationRocio Nahime Torres, Federico Milani, Piero Fraternali. 383-398 [doi]
• Predictable Features Elimination: An Unsupervised Approach to Feature SelectionPietro Barbiero, Giovanni Squillero, Alberto Tonda. 399-412 [doi]
• Fast ABC with Joint Generative Modelling and Subset SimulationEliane Maalouf, David Ginsbourger, Niklas Linde. 413-429 [doi]
• Statistical Estimation of Quantization for Probability Distributions: Best Equivariant Estimator of Principal PointsShun Matsuura, Hiroshi Kurata. 430-441 [doi]
• Activity Imputation of Shared e-Bikes Travels in Urban AreasNatalia Selini Hadjidimitriou, Marco Lippi 0001, Marco Mamei. 442-456 [doi]
• Machine Learning in a Policy Support System for Smart Tourism ManagementElena Bellodi, Riccardo Zese, Francesco Bertasi. 457-472 [doi]
• Training Artificial Neural Networks with Gradient and Coarse-Level Correction SchemesNadja Vater, Alfio Borzì. 473-487 [doi]
• Predatory Conversation Detection Using Transfer Learning ApproachNancy Agarwal, Tugçe Ünlü, Mudasir Ahmad Wani, Patrick Bours. 488-499 [doi]
• Toward a New Approach for Tuning Regularization Hyperparameter in NMFNicoletta Del Buono, Flavia Esposito, Laura Selicato. 500-511 [doi]
• Malicious Website Detection Through Deep Learning AlgorithmsNorma Gutiérrez, Beatriz Otero, Eva Rodríguez, Ramon Canal. 512-526 [doi]
• Deep Learning Detection of GPS SpoofingOlivia Jullian, Beatriz Otero, Mirjana Stojilovic, Juan José Costa, Javier Verdú, Manuel Alejandro Pajuelo. 527-540 [doi]
• Epicentral Region Estimation Using Convolutional Neural NetworksLeonel Cruz, Rubén Tous, Beatriz Otero, Leonardo Alvarado, Sergi Mus, Otilio Rojas. 541-552 [doi]
• Estimating Change Intensity and Duration in Human Activity Recognition Using MartingalesJonathan Etumusei, Jorge Martínez Carracedo, Sally I. McClean. 553-567 [doi]
• ProSPs: Protein Sites Prediction Based on Sequence FragmentsMichela Quadrini, Massimo Cavallin, Sebastian Daberdaku, Carlo Ferrari. 568-580 [doi]
• The Label Recorder Method - Testing the Memorization Capacity of Machine Learning ModelsKyle Rong, Aditya Khant, David Flores, George D. Montañez. 581-595 [doi]
• Neural Weighted A*: Learning Graph Costs and Heuristics with Differentiable Anytime AAlberto Archetti, Marco Cannici, Matteo Matteucci. 596-610 [doi]
• Flexible Job-Shop Scheduling with Changeover PrioritiesHolden Milne, Opeyemi Adesina, Russell Campbell, Barbara Friesen, Masud Khawaja. 611-625 [doi]
• The Sea Exploration Problem RevisitedJoão Dionísio, Davi dos Santos, João Pedro Pedroso. 626-640 [doi]