Table of Contents

• Boosted Embeddings for Time-Series ForecastingSankeerth Rao Karingula, Nandini Ramanan, Rasool Tahmasbi, Mehrnaz Amjadi, Deokwoo Jung, Ricky Si, Charanraj Thimmisetty, Luisa F. Polania, Marjorie Sayer, Jake Taylor, Claudionor Nunes Coelho. 1-14 [doi]
• Deep Reinforcement Learning for Optimal Energy Management of Multi-energy Smart GridsDhekra Bousnina, Gilles Guerassimoff. 15-30 [doi]
• A k-mer Based Sequence Similarity for Pangenomic AnalysesVincenzo Bonnici, Andrea Cracco, Giuditta Franco. 31-44 [doi]
• A Machine Learning Approach to Daily Capacity Planning in E-Commerce LogisticsBaris Bayram, Büsra Ülkü, Gözde Aydin, Raha Akhavan-Tabatabaei, Burçin Bozkaya. 45-50 [doi]
• Explainable AI for Financial ForecastingSalvatore Carta, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu. 51-69 [doi]
• Online Semi-supervised Learning from Evolving Data Streams with Meta-features and Deep Reinforcement LearningParsa Vafaie, Herna L. Viktor, Eric Paquet, Wojtek Michalowski. 70-85 [doi]
• Dissecting FLOPs Along Input Dimensions for GreenAI Cost EstimationsAndrea Asperti, Davide Evangelista, Moreno Marzolla. 86-100 [doi]
• Development of a Hybrid Modeling Methodology for Oscillating Systems with FrictionMeike Wohlleben, Amelie Bender, Sebastian Peitz, Walter Sextro. 101-115 [doi]
• Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process InterpolationSubhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez. 116-131 [doi]
• KAFE: Knowledge and Frequency Adapted EmbeddingsAwais Ashfaq, Markus Lingman, Slawomir Nowaczyk. 132-146 [doi]
• Improved Update Rule and Sampling of Stochastic Gradient Descent with Extreme Early Stopping for Support Vector MachinesMarcin Orchel, Johan A. K. Suykens. 147-161 [doi]
• A Hybrid Surrogate-Assisted Accelerated Random Search and Trust Region Approach for Constrained Black-Box OptimizationRommel G. Regis. 162-177 [doi]
• Health Change Detection Using Temporal Transductive LearningAbhay Harpale. 178-192 [doi]
• A Large Visual Question Answering Dataset for Cultural HeritageLuigi Asprino, Luana Bulla, Ludovica Marinucci, Misael Mongiovì, Valentina Presutti. 193-197 [doi]
• Expressive Graph Informer NetworksJaak Simm, Adam Arany, Edward De Brouwer, Yves Moreau. 198-212 [doi]
• Zero-Shot Learning-Based Detection of Electric Insulators in the WildIbraheem Azeem, Moayid Ali Zaidi. 213-225 [doi]
• Randomized Iterative Methods for Matrix ApproximationJoy Azzam, Benjamin W. Ong, Allan A. Struthers. 226-240 [doi]
• Improved Migrating Birds Optimization Algorithm to Solve Hybrid Flowshop Scheduling Problem with Lot-Streaming of Random BreakdownPing Wang, Renato De Leone, Hongyan Sang. 241-245 [doi]
• Building Knowledge Base for the Domain of Economic Mobility of Older WorkersYing Li, Vitalii Zakhozhyi, Yu Fu, Joy He-Yueya, Vishwa Pardeshi, Luis J. Salazar. 246-260 [doi]
• Optimisation of a Workpiece Clamping Position with Reinforcement Learning for Complex Milling ApplicationsChrismarie Enslin, Vladimir Samsonov, Hans-Georg Köpken, Schirin Bär, Daniel Lütticke. 261-276 [doi]
• Thresholding Procedure via Barzilai-Borwein Rules for the Steplength Selection in Stochastic Gradient MethodsGiorgia Franchini, Valeria Ruggiero, Ilaria Trombini. 277-282 [doi]
• Learning Beam Search: Utilizing Machine Learning to Guide Beam Search for Solving Combinatorial Optimization ProblemsMarc Huber, Günther R. Raidl. 283-298 [doi]
• Modular Networks Prevent Catastrophic Interference in Model-Based Multi-task Reinforcement LearningRobin Schiewer, Laurenz Wiskott. 299-313 [doi]
• A New Nash-Probit Model for Binary ClassificationMihai Alexandru Suciu, Rodica Ioana Lung. 314-324 [doi]
• An Optimization Method for Accurate Nonparametric Regressions on Stiefel ManifoldsInes Adouani, Chafik Samir. 325-337 [doi]
• Using Statistical and Artificial Neural Networks Meta-learning Approaches for Uncertainty Isolation in Face Recognition by the Established Convolutional ModelsStanislav Selitskiy, Nikolaos Christou, Natalya Selitskaya. 338-352 [doi]
• Multi-Asset Market Making via Multi-Task Deep Reinforcement LearningAbbas Haider, Glenn I. Hawe, Hui Wang 0001, Bryan W. Scotney. 353-364 [doi]
• Evaluating Hebbian Learning in a Semi-supervised SettingGabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato. 365-379 [doi]
• Experiments on Properties of Hidden Structures of Sparse Neural NetworksJulian Stier, Harshil Darji, Michael Granitzer. 380-394 [doi]
• Active Learning for Capturing Human Decision Policies in a Data Frugal ContextLoïc Grossetête, Alexandre Marois, Bénédicte Chatelais, Christian Gagné, Daniel Lafond. 395-407 [doi]
• Adversarial Perturbations for Evolutionary OptimizationUnai Garciarena, Jon Vadillo, Alexander Mendiburu, Roberto Santana. 408-422 [doi]
• Cascaded Classifier for Pareto-Optimal Accuracy-Cost Trade-Off Using Off-the-Shelf ANNsCecilia Latotzke, Johnson Loh, Tobias Gemmeke. 423-435 [doi]
• Conditional Generative Adversarial Networks for Speed Control in Trajectory SimulationSahib Julka, Vishal Sowrirajan, Joerg Schloetterer, Michael Granitzer. 436-450 [doi]
• An Integrated Approach to Produce Robust Deep Neural Network Models with High EfficiencyZhijian Li, Bao Wang, Jack Xin. 451-465 [doi]
• Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial NetworksJoachim Schreurs, Hannes De Meulemeester, Michaël Fanuel, Bart De Moor, Johan A. K. Suykens. 466-480 [doi]
• Public Transport Arrival Time Prediction Based on GTFS DataEva Chondrodima, Harris V. Georgiou, Nikos Pelekis, Yannis Theodoridis. 481-495 [doi]
• The Optimized Social Distance Lab - A Methodology for Automated Building Layout Redesign for Social DistancingDes Fagan, Ruth Conroy Dalton. 496-501 [doi]
• Distilling Financial Models by Symbolic RegressionGabriele La Malfa, Emanuele La Malfa, Roman V. Belavkin, Panos M. Pardalos, Giuseppe Nicosia. 502-517 [doi]
• Analyzing Communication Broadcasting in the Digital SpaceGiovanni Giuffrida, Francesco Mazzeo Rinaldi, Andrea Russo. 518-530 [doi]
• Multivariate LSTM for Stock Market Volatility PredictionOsama Assaf, Giuseppe Di Fatta, Giuseppe Nicosia. 531-544 [doi]