Table of Contents

• Data-Driven Approach to Inversion Analysis of Three-Dimensional Inner Soil Structure via Wave Propagation AnalysisTakuma Yamaguchi, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Wijerathne, Naonori Ueda. 3-17 [doi]
• Data Assimilation in Volcano Deformation Using Fast Finite Element Analysis with High Fidelity ModelSota Murakami, Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Maddagedara Lalith, Muneo Hori. 18-31 [doi]
• Optimization and Local Time Stepping of an ADER-DG Scheme for Fully Anisotropic Wave Propagation in Complex GeometriesSebastian Wolf, Alice-Agnes Gabriel, Michael Bader. 32-45 [doi]
• The Challenge of Onboard SAR Processing: A GPU OpportunityDiego Romano, Valeria Mele, Marco Lapegna. 46-59 [doi]
• High-Resolution Source Estimation of Volcanic Sulfur Dioxide Emissions Using Large-Scale Transport SimulationsMingzhao Liu, Yaopeng Huang, Lars Hoffmann, Chunyan Huang, Pin Chen, Yi Heng. 60-73 [doi]
• Granulation-Based Reverse Image Retrieval for Microscopic Rock ImagesMagdalena Habrat, Mariusz Mlynarczuk. 74-86 [doi]
• Hybrid SWAN for Fast and Efficient Practical Wave Modelling - Part 2Menno Genseberger, John Donners. 87-100 [doi]
• An Agent-Based Simulation of the Spread of Dengue FeverImran Mahmood, Mishal Jahan, Derek Groen, Aneela Javed, Faisal Shafait. 103-117 [doi]
• Hypergraph Grammar-Based Model of Adaptive Bitmap CompressionGrzegorz Solinski, Maciej Wozniak, Jakub Ryzner, Albert Mosialek, Anna Paszynska. 118-131 [doi]
• Simulation of Neurotransmitter Flow in Three Dimensional Model of Presynaptic BoutonAndrzej Bielecki, Maciej Gierdziewicz. 132-143 [doi]
• Scalable Signal-Based Simulation of Autonomous Beings in Complex EnvironmentsMateusz Paciorek, Agata Bogacz, Wojciech Turek. 144-157 [doi]
• Design of Loss Functions for Solving Inverse Problems Using Deep LearningJon Ander Rivera, David Pardo, Elisabete Alberdi. 158-171 [doi]
• Asynchronous Actor-Based Approach to Multiobjective Hierarchical StrategyMichal Idzik, Aleksander Byrski, Wojciech Turek, Marek Kisiel-Dorohinicki. 172-185 [doi]
• MeshingNet: A New Mesh Generation Method Based on Deep LearningZheyan Zhang, Yongxing Wang, Peter K. Jimack, He Wang. 186-198 [doi]
• A Block Preconditioner for Scalable Large Scale Finite Element Incompressible Flow SimulationsDamian Goik, Krzysztof Banas. 199-211 [doi]
• Integrating Agent-Based Modelling with Copula Theory: Preliminary Insights and Open ProblemsPeter Fratric, Giovanni Sileno, Tom M. van Engers, Sander Klous. 212-225 [doi]
• Computational Complexity of Hierarchically Adapted MeshesMarcin Skotniczny. 226-239 [doi]
• A Novel Bio-inspired Hybrid Metaheuristic for Unsolicited Bulk Email DetectionTushaar Gangavarapu, C. D. Jaidhar. 240-254 [doi]
• Link Prediction by Analyzing Temporal Behavior of VerticesKalyani Selvarajah, Ziad Kobti, Mehdi Kargar. 257-271 [doi]
• Detecting the Most Insightful Parts of Documents Using a Regularized Attention-Based ModelKourosh Modarresi. 272-281 [doi]
• Challenge Collapsar (CC) Attack Traffic Detection Based on Packet Field Differentiated Preprocessing and Deep Neural NetworkXiaolin Liu, Shuhao Li, Yongzheng Zhang 0002, Xiaochun Yun, Jia Li. 282-296 [doi]
• Deep Low-Density Separation for Semi-supervised ClassificationMichael C. Burkhart, Kyle Shan. 297-311 [doi]
• Learning Functions Using Data-Dependent Regularization: Representer Theorem RevisitedQing Zou. 312-326 [doi]
• Reduction of Numerical Errors in Zernike Invariants Computed via Complex-Valued Integral ImagesPrzemyslaw Klesk, Aneta Bera, Dariusz Sychel. 327-341 [doi]
• Effect of Dataset Size on Efficiency of Collaborative Filtering Recommender Systems with Multi-clustering as a Neighbourhood Identification StrategyUrszula Kuzelewska. 342-354 [doi]
• GCN-IA: User Profile Based on Graph Convolutional Network with Implicit Association LabelsJie Wen, Lingwei Wei, Wei Zhou, Jizhong Han, Tao Guo. 355-364 [doi]
• Interval Adjoint Significance Analysis for Neural NetworksSher Afghan, Uwe Naumann. 365-378 [doi]
• Ringer: Systematic Mining of Malicious Domains by Dynamic Graph Convolutional NetworkZhicheng Liu, Shuhao Li, Yongzheng Zhang 0002, Xiaochun Yun, Chengwei Peng. 379-398 [doi]
• An Empirical Evaluation of Attention and Pointer Networks for Paraphrase GenerationVarun Gupta, Adam Krzyzak. 399-413 [doi]
• Interval Methods for Seeking Fixed Points of Recurrent Neural NetworksBartlomiej Jacek Kubica, Pawel Hoser, Artur Wilinski. 414-423 [doi]
• Fusion Learning: A One Shot Federated LearningAnirudh Kasturi, Anish Reddy Ellore, Chittaranjan Hota. 424-436 [doi]
• The Concept of System for Automated Scientific Literature Reviews GenerationAnton B. Teslyuk. 437-443 [doi]
• A Proposed Machine Learning Model for Forecasting Impact of Traffic-Induced Vibrations on BuildingsAnna Jakubczyk-Galczynska, Robert Jankowski. 444-451 [doi]
• Retrain or Not Retrain? - Efficient Pruning Methods of Deep CNN NetworksMarcin Pietron, Maciej Wielgosz. 452-463 [doi]
• Hidden Markov Models and Their Application for Predicting Failure EventsPaul Hofmann, Zaid Tashman. 464-477 [doi]
• Reference-Based Haplotype Phasing with FPGAsLars Wienbrandt, Jan Christian Kässens, David Ellinghaus. 481-495 [doi]
• Tree Based Advanced Relative Expression AnalysisMarcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski. 496-510 [doi]
• Testing the Significance of Interactions in Genetic Studies Using Interaction Information and Resampling TechniquePawel Teisseyre, Jan Mielniczuk, Michal J. Dabrowski. 511-524 [doi]
• Analysis of Ensemble Feature Selection for Correlated High-Dimensional RNA-Seq Cancer DataAneta Polewko-Klim, Witold R. Rudnicki. 525-538 [doi]
• Biological Network Visualization for Targeted Proteomics Based on Mean First-Passage Time in Semi-Lazy Random WalksTomasz Arodz. 539-549 [doi]
• Bootstrap Bias Corrected Cross Validation Applied to Super LearningKrzysztof Mnich, Agnieszka Kitlas Golinska, Aneta Polewko-Klim, Witold R. Rudnicki. 550-563 [doi]
• MMRF-CoMMpass Data Integration and Analysis for Identifying Prognostic MarkersMarzia Settino, Mariamena Arbitrio, Francesca Scionti, Daniele Caracciolo, Maria Teresa Di Martino, Pierosandro Tagliaferri, Pierfrancesco Tassone, Mario Cannataro. 564-571 [doi]
• Using Machine Learning in Accuracy Assessment of Knowledge-Based Energy and Frequency Base Likelihood in Protein StructuresKaterina Serafimova, Iliyan Mihaylov, Dimitar Vassilev, Irena Avdjieva, Piotr Zielenkiewicz, Szymon Kaczanowski. 572-584 [doi]
• Quantifying Overfitting Potential in Drug Binding DatasetsBrian Davis, Kevin McLoughlin, Jonathan E. Allen, Sally R. Ellingson. 585-598 [doi]
• Detection of Tumoral Epithelial Lesions Using Hyperspectral Imaging and Deep LearningDaniel Vitor de Lucena, Anderson da Silva Soares, Clarimar José Coelho, Isabela Jubé Wastowski, Arlindo Rodrigues Galvão Filho. 599-612 [doi]
• Statistical Iterative Reconstruction Algorithm Based on a Continuous-to-Continuous Model Formulated for Spiral Cone-Beam CTRobert Cierniak, Piotr Pluta. 613-620 [doi]
• Classification of Lung Diseases Using Deep Learning ModelsMatthew Zak, Adam Krzyzak. 621-634 [doi]
• An Adaptive Space-Filling Curve Trajectory for Ordering 3D Datasets to 1D: Application to Brain Magnetic Resonance Imaging Data for ClassificationUnal Sakoglu, Lohit Bhupati, Nazanin Beheshti, Nikolaos Tsekos, Lennart Johnsson. 635-646 [doi]