Table of Contents

• Detection of Morality in Tweets Based on the Moral Foundation TheoryLuana Bulla, Stefano De Giorgis, Aldo Gangemi, Ludovica Marinucci, Misael Mongiovì. 1-13 [doi]
• 2 EmissionsFrancesco Biancalani, Giorgio Gnecco, Rodolfo Metulini, Massimo Riccaboni. 14-19 [doi]
• A Benchmark for Real-Time Anomaly Detection Algorithms Applied in Industry 4.0Philip Stahmann, Bodo Rieger. 20-34 [doi]
• A Matrix Factorization-Based Drug-Virus Link Prediction Method for SARS-CoV-2 Drug PrioritizationYutong Li, Xiaorui Xu, Sophia Tsoka. 35-47 [doi]
• Hyperbolic Graph CodebooksPascal Mettes. 48-61 [doi]
• A Kernel-Based Multilayer Perceptron Framework to Identify Pathways Related to Cancer StagesMarzieh Soleimanpoor, Milad Mokhtaridoost, Mehmet Gönen. 62-77 [doi]
• Loss Function with Memory for Trustworthiness Threshold Learning: Case of Face and Facial Expression RecognitionStanislav Selitskiy, Natalya Selitskaya. 78-92 [doi]
• Machine Learning Approaches for Predicting Crystal Systems: A Brief Review and a Case StudyGaetano Settembre, Nicola Corriero, Nicoletta Del Buono, Flavia Esposito, Rosanna Rizzi. 93-107 [doi]
• LS-PON: A Prediction-Based Local Search for Neural Architecture SearchMeyssa Zouambi, Julie Jacques, Clarisse Dhaenens. 108-122 [doi]
• Local Optimisation of Nyström Samples Through Stochastic Gradient DescentMatthew Hutchings, Bertrand Gauthier. 123-140 [doi]
• Explainable Machine Learning for Drug Shortage Prediction in a Pandemic SettingJiye Li, Bruno Kinder Almentero, Camille Besse. 141-155 [doi]
• Intelligent Robotic Process Automation for Supplier Document Management on E-Procurement PlatformsAngelo Impedovo, Emanuele Pio Barracchia, Giuseppe Rizzo 0001. 156-166 [doi]
• Batch Bayesian Quadrature with Batch Updating Using Future Uncertainty SamplingKelly Smalenberger, Michael Smalenberger. 167-180 [doi]
• Sensitivity Analysis of Engineering Structures Utilizing Artificial Neural Networks and Polynomial Chaos ExpansionLukás Novák, David Lehký, Drahomír Novák. 181-196 [doi]
• Transformers for COVID-19 Misinformation Detection on Twitter: A South African Case StudyIrene Francesca Strydom, Jacomine Grobler. 197-210 [doi]
• MI2AMI: Missing Data Imputation Using Mixed Deep Gaussian Mixture ModelsRobin Fuchs, Denys Pommeret, Samuel Stocksieker. 211-222 [doi]
• On the Utility and Protection of Optimization with Differential Privacy and Classic Regularization TechniquesEugenio Lomurno, Matteo Matteucci. 223-238 [doi]
• MicroRacer: A Didactic Environment for Deep Reinforcement LearningAndrea Asperti, Marco Del Brutto. 239-252 [doi]
• A Practical Approach for Vehicle Speed Estimation in Smart CitiesSilvio Barra, Salvatore Carta, Antonello Meloni, Alessandro Sebastian Podda, Diego Reforgiato Recupero. 253-267 [doi]
• Corporate Network Analysis Based on Graph LearningEmre Atan, Ali Duymaz, Funda Sarisözen, Ugur Aydin, Murat Koras, Baris Akgün, Mehmet Gönen. 268-278 [doi]
• Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-linear Bayesian Regression ApproachMirco Milletarí, Sara Malvar, Yagna D. Oruganti, Leonardo O. Nunes, Yazeed Alaudah, Anirudh Badam. 279-293 [doi]
• Analysis of Heavy Vehicles Rollover with Artificial Intelligence TechniquesFilippo Velardocchia, Guido Perboli, Alessandro Vigliani. 294-308 [doi]
• Hyperparameter Tuning of Random Forests Using Radial Basis Function ModelsRommel G. Regis. 309-324 [doi]
• TREAT: Automated Construction and Maintenance of Probabilistic Knowledge Bases from Logs (Extended Abstract)Ruiqi Zhu, Xue Li, Fangrong Wang, Alan Bundy, Jeff Z. Pan, Kwabena Nuamah, Stefano Mauceri, Lei Xu. 325-329 [doi]
• Sample-Based Rule Extraction for Explainable Reinforcement LearningRaphael C. Engelhardt, Moritz Lange, Laurenz Wiskott, Wolfgang Konen. 330-345 [doi]
• ABC in Root Cause Analysis: Discovering Missing Information and Repairing System FailuresXue Li, Alan Bundy, Ruiqi Zhu, Fangrong Wang, Stefano Mauceri, Lei Xu, Jeff Z. Pan. 346-359 [doi]
• Forecasting Daily Cash Flows in a Company - Shortcoming in the Research Field and Solution ExplorationBartlomiej Malkus, Grzegorz J. Nalepa. 360-369 [doi]
• Neural Network Based Drift DetectionChristofer Fellicious, Lorenz Wendlinger, Michael Granitzer. 370-383 [doi]
• Aspects and Views on Responsible Artificial IntelligenceBostjan Brumen, Sabrina Göllner, Marina Tropmann-Frick. 384-398 [doi]
• A Real-Time Semantic Anomaly Labeler Capturing Local Data Stream Features to Distinguish Anomaly Types in ProductionPhilip Stahmann, Maximilian Nebel, Bodo Rieger. 399-413 [doi]
• Generalising via Meta-examples for Continual Learning in the WildAlessia Bertugli, Stefano Vincenzi, Simone Calderara, Andrea Passerini. 414-429 [doi]
• Explainable Deep-Learning Model Reveals Past Cardiovascular Disease in Patients with Diabetes Using Free-Form Visit ReportsAlessandro Guazzo, Enrico Longato, Gian Paolo Fadini, Mario Luca Morieri, Giovanni Sparacino, Barbara Di Camillo. 430-443 [doi]
• Helping the Oracle: Vector Sign Constraints for Model Shrinkage MethodologiesAna Boskovic, Marco Gross. 444-458 [doi]
• Fetal Heart Rate Classification with Convolutional Neural Networks and the Effect of Gap Imputation on Their PerformanceDaniel Asfaw, Ivan Jordanov, Lawrence Impey, Ana Namburete, Raymond Lee, Antoniya Georgieva. 459-469 [doi]
• Parallel Bayesian Optimization of Agent-Based Transportation SimulationKiran Chhatre, Sidney A. Feygin, Colin J. R. Sheppard, Rashid A. Waraich. 470-484 [doi]
• Detecting Anomalies in Marine Data: A Framework for Time Series AnalysisNicoletta Del Buono, Flavia Esposito, Grazia Gargano, Laura Selicato, Nicolò Taggio, Giulio Ceriola, Daniela Iasillo. 485-500 [doi]
• Does Catastrophic Forgetting Negatively Affect Financial Predictions?Alberto Zurli, Alessia Bertugli, Jacopo Credi. 501-515 [doi]
• Mesoscale Events Classification in Sea Surface Temperature ImageryMarco Reggiannini, João Janeiro, Flávio Martins 0002, Oscar Papini, Gabriele Pieri. 516-527 [doi]
• Adapting to Complexity: Deep Learnable Architecture for Protein-protein Interaction PredictionsJunzheng Wu, Eric Paquet, Herna L. Viktor, Wojtek Michalowski. 528-542 [doi]
• Capturing Self Fulfilling Beliefs in a Rare Event: Local Outlier FactorIulia Igescu. 543-557 [doi]
• Hybrid Human-AI Forecasting for Task Duration Estimation in Ship RefitJiye Li, Daniel Lafond. 558-572 [doi]
• Adaptive Zeroth-Order Optimisation of Nonconvex Composite ObjectivesWeijia Shao, Sahin Albayrak. 573-595 [doi]
• Inferring Pathological Metabolic Patterns in Breast Cancer Tissue from Genome-Scale ModelsMatteo N. Amaradio, Giorgio Jansen, Varun Ojha 0001, Jole Costanza, Giuseppe Di Fatta, Giuseppe Nicosia. 596-612 [doi]