ICCS 2019 Conference Proceedings

The proceedings shown on this page are the camera-ready version of the papers published in LNCS volumes 11536, 11537, 11538, 11539 and 11540. To cite these publications, please use the final published version, which is linked to at the bottom of each publication.

• Computational Science in the Interconnected World. Preface for ICCS 2019

  Joao Teixeira, João M. F. Rodrigues, Pedro J. S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael Lees, Jack Dongarra and Peter M.A. Sloot

• ICCS Main Track

• Efficient Computation of Sparse Higher Derivative Tensors

  Jens Deussen, Uwe Naumann

  DOI: 10.1007/978-3-030-22734-0_1

• Rational Approximation of Scientific Data

  Youssef S. G. Nashed, Tom Peterka, Vijay Mahadevan, Iulian Grindeanu

  DOI: 10.1007/978-3-030-22734-0_2

• Design of a High-Performance Tensor-Vector Multiplication with BLAS

  Cem Bassoy

  DOI: 10.1007/978-3-030-22734-0_3

• High Performance Partial Coherent X-Ray Ptychography

  Pablo Enfedaque, Huibin Chang, Bjoern Enders, David Shapiro, Stefano Marchesini

  DOI: 10.1007/978-3-030-22734-0_4

• Monte Carlo Analysis of Local Cross–Correlation ST–TBD Algorithm

  Przemyslaw Mazurek, Robert Krupinski

  DOI: 10.1007/978-3-030-22734-0_5

• Optimization of Demodulation for Air–Gap Data Transmission Based on Backlight Modulation of Screen

  Dawid Bak, Przemyslaw Mazurek, Dorota Oszutowska–Mazurek

  DOI: 10.1007/978-3-030-22734-0_6

• Reinsertion Algorithm Based on Destroy and Repair Operators for Dynamic Dial a Ride Problems

  Sven Vallée, Ammar Oulamara, Wahiba Ramdane Cherif-Khettaf

  DOI: 10.1007/978-3-030-22734-0_7

• Optimization Heuristics for Computing the Voronoi Skeleton

  Dmytro Kotsur, Vasyl Tereshchenko

  DOI: 10.1007/978-3-030-22734-0_8

• Transfer Learning for Leisure Centre Energy Consumption Prediction

  Paul Banda, Muhammed A. Bhuiyan, Kevin Zhang, Andy Song

  DOI: 10.1007/978-3-030-22734-0_9

• Forecasting Network Throughput of Remote Data Access in Computing Grids

  Volodimir Begy, Martin Barisits, Mario Lassnig, Erich Schikuta

  DOI: 10.1007/978-3-030-22734-0_10

• Accurately Simulating Energy Consumption of I/O-Intensive Scientific Workflows

  Rafael Ferreira da Silva, Anne-Cécile Orgerie, Henri Casanova, Ryan Tanaka, Ewa Deelman, Frédéric Suter

  DOI: 10.1007/978-3-030-22734-0_11

• Exploratory Visual Analysis of Anomalous Runtime Behavior in Streaming High Performance Computing Applications

  Cong Xie, Wonyong Jeong, Gyorgy Matyasfalvi, Hubertus Van Dam, Klaus Mueller, Shinjae Yoo et al.

  DOI: 10.1007/978-3-030-22734-0_12

• Analysis of the Construction of Similarity Matrices on Multi-core and Many-Core Platforms Using Different Similarity Metrics

  Uxía Casal, Jorge González-Domínguez, María J. Martín

  DOI: 10.1007/978-3-030-22734-0_13

• High Performance Algorithms for Counting Collisions and Pairwise Interactions

  Matheus Henrique Junqueira Saldanha, Paulo Sérgio Lopes de Souza

  DOI: 10.1007/978-3-030-22734-0_14

• Comparing Domain Decomposition Methods for the Parallelization of Distributed Land Surface Models

  Alexander von Ramm, Jens Weismüller, Wolfgang Kurtz, Tobias Neckel

  DOI: 10.1007/978-3-030-22734-0_15

• Analysis and Detection on Abused Wildcard Domain Names Based on DNS Logs

  Guangxi Yu, Yan Zhang, Huajun Cui, Xinghua Yang, Yang Li, Huiran Yang

  DOI: 10.1007/978-3-030-22734-0_16

• XScan: An Integrated Tool for Understanding Open Source Community-Based Scientific Code

  Weijian Zheng, Dali Wang, Fengguang Song

  DOI: 10.1007/978-3-030-22734-0_17

• An On-Line Performance Introspection Framework for Task-Based Runtime Systems

  Xavier Aguilar, Herbert Jordan, Thomas Heller, Alexander Hirsch, Thomas Fahringer, Erwin Laure

  DOI: 10.1007/978-3-030-22734-0_18

• Productivity-Aware Design and Implementation of Distributed Tree-Based Search Algorithms

  Tiago Carneiro, Nouredine Melab

  DOI: 10.1007/978-3-030-22734-0_19

• Development of Element-by-Element Kernel Algorithms in Unstructured Implicit Low-Order Finite-Element Earthquake Simulation for Many-Core Wide-SIMD CPUs

  Kohei Fujita, Masashi Horikoshi, Tsuyoshi Ichimura, Larry Meadows, Kengo Nakajima, Muneo Hori et al.

  DOI: 10.1007/978-3-030-22734-0_20

• A High-Productivity Framework for Adaptive Mesh Refinement on Multiple GPUs

  Takashi Shimokawabe, Naoyuki Onodera

  DOI: 10.1007/978-3-030-22734-0_21

• Harmonizing Sequential and Random Access to Datasets in Organizationally Distributed Environments

  Michał Wrzeszcz, Łukasz Opioła, Bartosz Kryza, Łukasz Dutka, Renata G. Słota, Jacek Kitowski

  DOI: 10.1007/978-3-030-22734-0_22

• Towards Unknown Traffic Identification Using Deep Auto-Encoder and Constrained Clustering

  Yongzheng Zhang, Shuyuan Zhao, Yafei Sang

  DOI: 10.1007/978-3-030-22734-0_23

• How to Compose Product Pages to Enhance the New Users’ Interest in the Item Catalog?

  Nicollas Silva, Diego Carvalho, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha

  DOI: 10.1007/978-3-030-22734-0_24

• Rumor Detection on Social Media: A Multi-view Model Using Self-attention Mechanism

  Yue Geng, Zheng Lin, Peng Fu, Weiping Wang

  DOI: 10.1007/978-3-030-22734-0_25

• EmoMix: Building an Emotion Lexicon for Compound Emotion Analysis

  Ran Li, Zheng Lin, Peng Fu, Weiping Wang, Gang Shi

  DOI: 10.1007/978-3-030-22734-0_26

• Long Term Implications of Climate Change on Crop Planning

  Andrew Lewis, Marcus Randall, Sean Elliott, James Montgomery

  DOI: 10.1007/978-3-030-22734-0_27

• Representation Learning of Taxonomies for Taxonomy Matching

  Hailun Lin, Yong Liu, Peng Zhang, Jianwu Wang

  DOI: 10.1007/978-3-030-22734-0_28

• Creating Training Data for Scientific Named Entity Recognition with Minimal Human Effort

  Roselyne B. Tchoua, Aswathy Ajith, Zhi Hong, Logan T. Ward, Kyle Chard, Alexander Belikov et al.

  DOI: 10.1007/978-3-030-22734-0_29

• Evaluating the Benefits of Key-Value Databases for Scientific Applications

  Pol Santamaria, Lena Oden, Eloy Gil, Yolanda Becerra, Raül Sirvent, Philipp Glock et al.

  DOI: 10.1007/978-3-030-22734-0_30

• Scaling the Training of Recurrent Neural Networks on Sunway TaihuLight Supercomputer

  Ouyi Li, Wenlai Zhao, Xuancheng Huang, Yushu Chen, Lin Gan, Hongkun Yu et al.

  DOI: 10.1007/978-3-030-22734-0_31

• Immersed Boundary Method Halo Exchange in a Hemodynamics Application

  John Gounley, Erik W. Draeger, Amanda Randles

  DOI: 10.1007/978-3-030-22734-0_32

• Future Ramifications of Age-Dependent Immunity Levels for Measles: Explorations in an Individual-Based Model

  Elise Kuylen, Lander Willem, Niel Hens, Jan Broeckhove

  DOI: 10.1007/978-3-030-22734-0_33

• Evolution of Hierarchical Structure and Reuse in iGEM Synthetic DNA Sequences

  Payam Siyari, Bistra Dilkina, Constantine Dovrolis

  DOI: 10.1007/978-3-030-22734-0_34

• Computational Design of Superhelices by Local Change of the Intrinsic Curvature

  Pedro E. S. Silva, Maria Helena Godinho, Fernão Vístulo de Abreu

  DOI: 10.1007/978-3-030-22734-0_35

• Spatial Modeling of Influenza Outbreaks in Saint Petersburg Using Synthetic Populations

  Vasiliy Leonenko, Alexander Lobachev, Georgiy Bobashev

  DOI: 10.1007/978-3-030-22734-0_36

• Six Degrees of Freedom Numerical Simulation of Tilt-Rotor Plane

  Ayato Takii, Masashi Yamakawa, Shinichi Asao, K. Tajiri

  DOI: 10.1007/978-3-030-22734-0_37

• A Macroscopic Study on Dedicated Highway Lanes for Autonomous Vehicles

  Jordan Ivanchev, Alois Knoll, Daniel Zehe, Suraj Nair, David Eckhoff

  DOI: 10.1007/978-3-030-22734-0_38

• An Agent-Based Model for Evaluating the Boarding and Alighting Efficiency of Autonomous Public Transport Vehicles

  Boyi Su, Philipp Andelfinger, David Eckhoff, Henriette Cornet, Goran Marinkovic, Wentong Cai et al.

  DOI: 10.1007/978-3-030-22734-0_39

• MLP-IA: Multi-label User Profile Based on Implicit Association Labels

  Lingwei Wei, Wei Zhou, Jie Wen, Meng Lin, Jizhong Han, Songlin Hu

  DOI: 10.1007/978-3-030-22734-0_40

• Estimating Agriculture NIR Images from Aerial RGB Data

  Daniel Caio de Lima, Diego Saqui, Steve Ataky, Lúcio A. de C. Jorge, Ednaldo José Ferreira, José Hiroki Saito

  DOI: 10.1007/978-3-030-22734-0_41

• Simulation of Fluid Flow in Induced Fractures in Shale by the Lattice Boltzmann Method

  Rahman Mustafayev, Randy Hazlett

  DOI: 10.1007/978-3-030-22734-0_42

• Incentive Mechanism for Cooperative Intrusion Response: A Dynamic Game Approach

  Yunchuan Guo, Xiao Wang, Liang Fang, Yongjun Li, Fenghua Li, Kui Geng

  DOI: 10.1007/978-3-030-22734-0_43

• A k-Cover Model for Reliability-Aware Controller Placement in Software-Defined Networks

  Gabriela Schütz

  DOI: 10.1007/978-3-030-22734-0_44

• Robust Ensemble-Based Evolutionary Calibration of the Numerical Wind Wave Model

  Pavel Vychuzhanin, Nikolay O. Nikitin, Anna V. Kalyuzhnaya

  DOI: 10.1007/978-3-030-22734-0_45

• Approximate Repeated Administration Models for Pharmacometrics

  Balazs Nemeth, Tom Haber, Jori Liesenborgs, Wim Lamotte

  DOI: 10.1007/978-3-030-22734-0_46

• Evolutionary Optimization of Intruder Interception Plans for Mobile Robot Groups

  Wojciech Turek, Agata Kubiczek, Aleksander Byrski

  DOI: 10.1007/978-3-030-22734-0_47

• Synthesizing Quantum Circuits via Numerical Optimization

  Timothée Goubault de Brugière, Marc Baboulin, Benoît Valiron, Cyril Allouche

  DOI: 10.1007/978-3-030-22741-8_1

• Application of Continuous Time Quantum Walks to Image Segmentation

  Michał Krok, Katarzyna Rycerz, Marian Bubak

  DOI: 10.1007/978-3-030-22741-8_2

• Synchronized Detection and Recovery of Steganographic Messages with Adversarial Learning

  Haichao Shi, Xiao-Yu Zhang, Shupeng Wang, Ge Fu, Jianqi Tang

  DOI: 10.1007/978-3-030-22741-8_3

• Multi-source Manifold Outlier Detection

  Lei Zhang, Shupeng Wang, Ge Fu, Zhenyu Wang, Lei Cui, Junteng Hou

  DOI: 10.1007/978-3-030-22741-8_4

• A Fast kNN-Based Approach for Time Sensitive Anomaly Detection over Data Streams

  Guangjun Wu, Zhihui Zhao, Ge Fu, Haiping Wang, Yong Wang, Zhenyu Wang et al.

  DOI: 10.1007/978-3-030-22741-8_5

• n-gram Cache Performance in Statistical Extraction of Relevant Terms in Large Corpora

  Carlos Goncalves, Joaquim F. Silva, Jose C. Cunha

  DOI: 10.1007/978-3-030-22741-8_6

• Lung Nodule Diagnosis via Deep Learning and Swarm Intelligence

  Cesar Affonso de Pinho Pinheiro, Nadia Nedjah, Luiza de Macedo Mourelle

  DOI: 10.1007/978-3-030-22741-8_7

• Marrying Graph Kernel with Deep Neural Network: A Case Study for Network Anomaly Detection

  Yepeng Yao, Liya Su, Chen Zhang, Zhigang Lu, Baoxu Liu

  DOI: 10.1007/978-3-030-22741-8_8

• Machine Learning for Performance Enhancement of Molecular Dynamics Simulations

  JCS Kadupitiya, Geoffrey C. Fox, Vikram Jadhao

  DOI: 10.1007/978-3-030-22741-8_9

• 2D-Convolution Based Feature Fusion for Cross-Modal Correlation Learning

  Jingjing Guo, Jing Yu, Yuhang Lu, Yue Hu, Yanbing Liu

  DOI: 10.1007/978-3-030-22741-8_10

• DunDi: Improving Robustness of Neural Networks Using Distance Metric Learning

  Lei Cui, Rongrong Xi, Zhiyu Hao, Xuehao Yu, Lei Zhang

  DOI: 10.1007/978-3-030-22741-8_11

• Autism Screening Using Deep Embedding Representation

  Haishuai Wang, Li Li, Lianhua Chi, Ziping Zhao

  DOI: 10.1007/978-3-030-22741-8_12

• Function and Pattern Extrapolation with Product-Unit Networks

  Babette Dellen, Uwe Jaekel, Marcell Wolnitza

  DOI: 10.1007/978-3-030-22741-8_13

• Fast and Scalable Outlier Detection with Metric Access Methods

  Altamir Gomes Bispo Junior, Robson Leonardo Ferreira Cordeiro

  DOI: 10.1007/978-3-030-22741-8_14

• Deep Learning Based LSTM and SeqToSeq Models to Detect Monsoon Spells of India

  Saicharan Viswanath, Moumita Saha, Pabitra Mitra, Ravi S. Nanjundiah

  DOI: 10.1007/978-3-030-22741-8_15

• Data Analysis for Atomic Shapes in Nuclear Science

  Mehmet Cagri Kaymak, Hasan Metin Aktulga, Ron Fox, Sean N. Liddick

  DOI: 10.1007/978-3-030-22741-8_16

• A Novel Partition Method for Busy Urban Area Based on Spatial-Temporal Information

  Zhengyang Ai, Kai Zhang, Shupeng Wang, Chao Li, Xiao-yu Zhang, Shicong Li

  DOI: 10.1007/978-3-030-22741-8_17

• Mention Recommendation with Context-Aware Probabilistic Matrix Factorization

  Bo Jiang, Zhigang Lu, Ning Li, Zelin Cui

  DOI: 10.1007/978-3-030-22741-8_18

• Synchronization Under Control in Complex Networks for a Panic Model

  Guillaume Cantin, Nathalie Verdière, Valentina Lanza

  DOI: 10.1007/978-3-030-22741-8_19

• Personalized Ranking in Dynamic Graphs Using Nonbacktracking Walks

  Eisha Nathan, Geoffrey Sanders, Van Emden Henson

  DOI: 10.1007/978-3-030-22741-8_20

• An Agent-Based Model for Emergent Opponent Behavior

  Koen van der Zwet, Ana Isabel Barros, Tom M. van Engers, Bob van der Vecht

  DOI: 10.1007/978-3-030-22741-8_21

• Fine-Grained Label Learning via Siamese Network for Cross-modal Information Retrieval

  Yiming Xu, Jing Yu, Jingjing Guo, Yue Hu, Jianlong Tan

  DOI: 10.1007/978-3-030-22741-8_22

• MeshTrust: A CDN-Centric Trust Model for Reputation Management on Video Traffic

  Xiang Tian, Yujia Zhu, Zhao Li, Chao Zheng, Qingyun Liu, Yong Sun

  DOI: 10.1007/978-3-030-22741-8_23

• Optimizing Spatial Accessibility of Company Branches Network with Constraints

  Oleg Zaikin, Ivan Derevitskii, Klavdiya Bochenina, Janusz Holyst

  DOI: 10.1007/978-3-030-22741-8_24

• Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks

• A Fast 3D Finite-Element Solver for Large-Scale Seismic Soil Liquefaction Analysis

  Ryota Kusakabe, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Wijerathne

  DOI: 10.1007/978-3-030-22741-8_25

• Performance Evaluation of Tsunami Inundation Simulation on SX-Aurora TSUBASA

  Akihiro Musa, Takashi Abe, Takumi Kishitani, Takuya Inoue, Masayuki Sato, Kazuhiko Komatsu et al.

  DOI: 10.1007/978-3-030-22741-8_26

• Parallel Computing for Module-Based Computational Experiment

  Zhuo Yao, Dali Wang, Danial Riccuito, Fengming Yuan, Chunsheng Fang

  DOI: 10.1007/978-3-030-22741-8_27

• Heuristic Optimization with CPU-GPU Heterogeneous Wave Computing for Estimating Three-Dimensional Inner Structure

  Takuma Yamaguchi, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Wijerathne

  DOI: 10.1007/978-3-030-22741-8_28

• A Generic Interface for Godunov-Type Finite Volume Methods on Adaptive Triangular Meshes

  Chaulio R. Ferreira, Michael Bader

  DOI: 10.1007/978-3-030-22741-8_29

• Track of Agent-Based Simulations, Adaptive Algorithms and Solvers

• Distributed Memory Parallel Implementation of Agent-Based Economic Models

  Maddegedara Lalith, Amit Gill, Sebastian Poledna, Muneo Hori, Inoue Hikaru, Noda Tomoyuki et al.

  DOI: 10.1007/978-3-030-22741-8_30

• Augmenting Multi-agent Negotiation in Interconnected Freight Transport Using Complex Networks Analysis

  Alex Becheru, Costin Bădică

  DOI: 10.1007/978-3-030-22741-8_31

• Security-Aware Distributed Job Scheduling in Cloud Computing Systems: A Game-Theoretic Cellular Automata-Based Approach

  Jakub Gąsior, Franciszek Seredyński

  DOI: 10.1007/978-3-030-22741-8_32

• Residual Minimization for Isogeometric Analysis in Reduced and Mixed Forms

  Victor M. Calo, Quanling Deng, Sergio Rojas, Albert Romkes

  DOI: 10.1007/978-3-030-22741-8_33

• CTCmodeler: An Agent-Based Framework to Simulate Pathogen Transmission Along an Inter-individual Contact Network in a Hospital

  Audrey Duval, David Smith, Didier Guillemot, Lulla Opatowski, Laura Temime

  DOI: 10.1007/978-3-030-22741-8_34

• Socio-cognitive ACO in Multi-criteria Optimization

  Aleksander Byrski, Wojciech Turek, Wojciech Radwański, Marek Kisiel-Dorohinicki

  DOI: 10.1007/978-3-030-22741-8_35

• Reconfiguration of the Multi-channel Communication System with Hierarchical Structure and Distributed Passive Switching

  Piotr Hajder, Łukasz Rauch

  DOI: 10.1007/978-3-030-22741-8_36

• Multi-agent Environment for Decision-Support in Production Systems Using Machine Learning Methods

  Jarosław Koźlak, Bartlomiej Sniezynski, Dorota Wilk-Kołodziejczyk, Albert Leśniak, Krzysztof Jaśkowiec

  DOI: 10.1007/978-3-030-22741-8_37

• Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning

• Biclustering via Mixtures of Regression Models

  Raja Velu, Zhaoque Zhou, Chyng Wen Tee

  DOI: 10.1007/978-3-030-22741-8_38

• An Evaluation Metric for Content Providing Models, Recommendation Systems, and Online Campaigns

  Kourosh Modarresi, Jamie Diner

  DOI: 10.1007/978-3-030-22741-8_39

• Tolerance Near Sets and tNM Application in City Images

  Deivid de Almeida Padilha da Silva, Daniel Caio de Lima, José Hiroki Saito

  DOI: 10.1007/978-3-030-22741-8_40

• Meta-Graph Based Attention-Aware Recommendation over Heterogeneous Information Networks

  Feifei Dai, Xiaoyan Gu, Bo Li, Jinchao Zhang, Mingda Qian, Weiping Wang

  DOI: 10.1007/978-3-030-22741-8_41

• Determining Adaptive Loss Functions and Algorithms for Predictive Models

  Michael C. Burkhart, Kourosh Modarresi

  DOI: 10.1007/978-3-030-22741-8_42

• Adaptive Objective Functions and Distance Metrics for Recommendation Systems

  Michael C. Burkhart, Kourosh Modarresi

  DOI: 10.1007/978-3-030-22741-8_43

• An Early Warning Method for Agricultural Products Price Spike Based on Artificial Neural Networks Prediction

  Jesús Silva, Mercedes Gaitán Angulo, Jenny Romero Borré, Liliana Patricia Lozano Ayarza, Omar Bonerge Pineda Lezama, Zuleima del Carmen Martínez Galán et al.

  DOI: 10.1007/978-3-030-22741-8_44

• Predicting Heart Attack Through Explainable Artificial Intelligence

  Mehrdad Aghamohammadi, Manvi Madan, Jung Ki Hong, Ian Watson

  DOI: 10.1007/978-3-030-22741-8_45

• Track of Architecture, Languages, Compilation and Hardware support for Emerging and Heterogeneous Systems

• Dynamic and Distributed Security Management for NoC Based MPSoCs

  Siavoosh Payandeh Azad, Gert Jervan, Johanna Sepulveda

  DOI: 10.1007/978-3-030-22741-8_46

• Scalable Fast Multipole Method for Electromagnetic Simulations

  Nathalie Möller, Eric Petit, Quentin Carayol, Quang Dinh, William Jalby

  DOI: 10.1007/978-3-030-22741-8_47

• Track of Biomedical and Bioinformatics Challenges for Computer Science

• Parallelization of an Algorithm for Automatic Classification of Medical Data

  Victor M. Garcia-Molla, Addisson Salazar, Gonzalo Safont, Antonio M. Vidal, Luis Vergara

  DOI: 10.1007/978-3-030-22744-9_1

• The Chain Alignment Problem

  Leandro Lima, Said Sadique Adi

  DOI: 10.1007/978-3-030-22744-9_2

• Comparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case Study

  Valentina Giansanti, Mauro Castelli, Stefano Beretta, Ivan Merelli

  DOI: 10.1007/978-3-030-22744-9_3

• Automated Epileptic Seizure Detection Method Based on the Multi-attribute EEG Feature Pool and mRMR Feature Selection Method

  Bo Miao, Junling Guan, Liangliang Zhang, Qingfang Meng, Yulin Zhang

  DOI: 10.1007/978-3-030-22744-9_4

• An Approach for Semantic Data Integration in Cancer Studies

  Iliyan Mihaylov, Maria Nisheva-Pavlova, Dimitar Vassilev

  DOI: 10.1007/978-3-030-22744-9_5

• A Study of the Electrical Propagation in Purkinje Fibers

  Lucas Arantes Berg, Rodrigo Weber dos Santos, Elizabeth M. Cherry

  DOI: 10.1007/978-3-030-22744-9_6

• A Knowledge Based Self-Adaptive Differential Evolution Algorithm for Protein Structure Prediction

  Pedro H. Narloch, Márcio Dorn

  DOI: 10.1007/978-3-030-22744-9_7

• A Multi-objective Swarm-Based Algorithm for the Prediction of Protein Structures

  Leonardo de Lima Corrêa, Márcio Dorn

  DOI: 10.1007/978-3-030-22744-9_8

• Combining Polynomial Chaos Expansions and Genetic Algorithm for the Coupling of Electrophysiological Models

  Gustavo Montes Novaes, Joventino Oliveira Campos, Enrique Alvarez-Lacalle, Sergio Alonso Muñoz, Bernardo Martins Rocha, Rodrigo Weber dos Santos

  DOI: 10.1007/978-3-030-22744-9_9

• A Cloud Architecture for the Execution of Medical Imaging Biomarkers

  Sergio López-Huguet, Fabio García-Castro, Angel Alberich-Bayarri, Ignacio Blanquer

  DOI: 10.1007/978-3-030-22744-9_10

• A Self-adaptive Local Search Coordination in Multimeme Memetic Algorithm for Molecular Docking

  Pablo Felipe Leonhart, Pedro Henrique Narloch, Márcio Dorn

  DOI: 10.1007/978-3-030-22744-9_11

• Parallel CT Reconstruction for Multiple Slices Studies with SuiteSparseQR Factorization Package

  Mónica Chillarón, Vicente Vidal, Gumersindo Verdú

  DOI: 10.1007/978-3-030-22744-9_12

• Track of Classifier Learning from Difficult Data

• ARFF Data Source Library for Distributed Single/Multiple Instance, Single/Multiple Output Learning on Apache Spark

  Jorge Gonzalez-Lopez, Sebastian Ventura, Alberto Cano

  DOI: 10.1007/978-3-030-22744-9_13

• On the Role of Cost-Sensitive Learning in Imbalanced Data Oversampling

  Bartosz Krawczyk, Michal Wozniak

  DOI: 10.1007/978-3-030-22744-9_14

• Characterization of Handwritten Signature Images in Dissimilarity Representation Space

  Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin

  DOI: 10.1007/978-3-030-22744-9_15

• Missing Features Reconstruction and Its Impact on Classification Accuracy

  Magda Friedjungová, Marcel Jiřina, Daniel Vašata

  DOI: 10.1007/978-3-030-22744-9_16

• A Deep Malware Detection Method Based on General-Purpose Register Features

  Fang Li, Chao Yan, Ziyuan Zhu, Dan Meng

  DOI: 10.1007/978-3-030-22744-9_17

• A Novel Distribution Analysis for SMOTE Oversampling Method in Handling Class Imbalance

  Dina Elreedy, Amir F. Atiya

  DOI: 10.1007/978-3-030-22744-9_18

• Forecasting Purchase Categories by Transactional Data: A Comparative Study of Classification Methods

  Egor Shikov, Klavdiya Bochenina

  DOI: 10.1007/978-3-030-22744-9_19

• Recognizing Faults in Software Related Difficult Data

  Michał Choraś, Marek Pawlicki, Rafał Kozik

  DOI: 10.1007/978-3-030-22744-9_20

• Track of Computational Finance and Business Intelligence

• Research on Knowledge Discovery in Database of Traffic Flow State Based on Attribute Reduction

  Jia-lin Wang, Xiao-lu Li, Li Wang, Xi Zhang, Peng Zhang, Guang-yu Zhu

  DOI: 10.1007/978-3-030-22744-9_21

• Factor Integration Based on Neural Networks for Factor Investing

  Zhichen Lu, Wen Long, Jiashuai Zhang, Yingjie Tian

  DOI: 10.1007/978-3-030-22744-9_22

• A Brief Survey of Relation Extraction Based on Distant Supervision

  Yong Shi, Yang Xiao, Lingfeng Niu

  DOI: 10.1007/978-3-030-22744-9_23

• Short-Term Traffic Congestion Forecasting Using Attention-Based Long Short-Term Memory Recurrent Neural Network

  Tianlin Zhang, Ying Liu, Zhenyu Cui, Jiaxu Leng, Weihong Xie, Liang Zhang

  DOI: 10.1007/978-3-030-22744-9_24

• Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting

  Andrés Arévalo, Diego León, German Hernandez

  DOI: 10.1007/978-3-030-22744-9_25

• A Computational Technique for Asian Option Pricing Model

  Manisha, S. Chandra Sekhara Rao

  DOI: 10.1007/978-3-030-22744-9_26

• Improving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock Networks

  Douglas Castilho, João Gama, Leandro R. Mundim, André C. P. L. F. de Carvalho

  DOI: 10.1007/978-3-030-22744-9_27

• Track of Computational Optimization, Modelling and Simulation

• Comparison of Constraint-Handling Techniques for Metaheuristic Optimization

  Xing-Shi He, Qin-Wei Fan, Mehmet Karamanoglu, Xin-She Yang

  DOI: 10.1007/978-3-030-22744-9_28

• Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics

  Eneko Osaba, Miren Nekane Bilbao, Andres Iglesias, Javier Del Ser, Akemi Galvez, Iztok Fister Jr. et al.

  DOI: 10.1007/978-3-030-22744-9_29

• Bat Algorithm for Kernel Computation in Fractal Image Reconstruction

  Akemi Gálvez, Eneko Osaba, Javier Del Ser, Andrés Iglesias

  DOI: 10.1007/978-3-030-22744-9_30

• Heuristic Rules for Coordinated Resources Allocation and Optimization in Distributed Computing

  Victor Toporkov, Dmitry Yemelyanov

  DOI: 10.1007/978-3-030-22744-9_31

• Nonsmooth Newton’s Method: Some Structure Exploitation

  Alberto De Marchi, Matthias Gerdts

  DOI: 10.1007/978-3-030-22744-9_32

• Fully-Asynchronous Cache-Efficient Simulation of Detailed Neural Networks

  Bruno R. C. Magalhães, Thomas Sterling, Michael Hines, Felix Schürmann

  DOI: 10.1007/978-3-030-22744-9_33

• Application of the Model with a Non-Gaussian Linear Scalar Filters to Determine Life Expectancy, Taking into Account the Cause of Death

  Piotr Sliwka

  DOI: 10.1007/978-3-030-22744-9_34

• Improving ODE Integration on Graphics Processing Units by Reducing Thread Divergence

  Thomas Kovac, Tom Haber, Frank Van Reeth, Niel Hens

  DOI: 10.1007/978-3-030-22744-9_35

• Data Compression for Optimization of a Molecular Dynamics System: Preserving Basins of Attraction

  Michael Retzlaff, Todd Munson, Zichao (Wendy) Di

  DOI: 10.1007/978-3-030-22744-9_36

• An Algorithm for Hydraulic Tomography Based on a Mixture Model

  Carlos Minutti, Walter A. Illman, Susana Gomez

  DOI: 10.1007/978-3-030-22744-9_37

• Rapid Multi-band Patch Antenna Yield Estimation Using Polynomial Chaos-Kriging

  Xiaosong Du, Leifur Leifsson, Slawomir Koziel

  DOI: 10.1007/978-3-030-22744-9_38

• Accelerating Limited-Memory Quasi-Newton Convergence for Large-Scale Optimization

  Alp Dener, Todd Munson

  DOI: 10.1007/978-3-030-22744-9_39

• Reduced-Cost Design Optimization of High-Frequency Structures Using Adaptive Jacobian Updates

  Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson

  DOI: 10.1007/978-3-030-22744-9_40

• An Algorithm for Selecting Measurements with High Information Content Regarding Parameter Identification

  Christian Potthast

  DOI: 10.1007/978-3-030-22744-9_41

• Optimizing Parallel Performance of the Cell Based Blood Flow Simulation Software HemoCell

  Victor Azizi Tarksalooyeh, Gábor Závodszky, Alfons G. Hoekstra

  DOI: 10.1007/978-3-030-22744-9_42

• Surrogate-Based Optimization of Tidal Turbine Arrays: A Case Study for the Faro-Olhão Inlet

  Eduardo González-Gorbeña, André Pacheco, Theocharis A. Plomaritis, Óscar Ferreira, Cláudia Sequeira, Theo Moura

  DOI: 10.1007/978-3-030-22744-9_43

• Time-Dependent Link Travel Time Approximation for Large-Scale Dynamic Traffic Simulations

  Genaro Peque Jr., Hiro Harada, Takamasa Iryo

  DOI: 10.1007/978-3-030-22744-9_44

• Evaluation of the Suitability of Intel Xeon Phi Clusters for the Simulation of Ultrasound Wave Propagation Using Pseudospectral Methods

  Filip Vaverka, Bradley E. Treeby, Jiri Jaros

  DOI: 10.1007/978-3-030-22744-9_45

• Track of Computational Science in IoT and Smart Systems

• Fog Computing Architecture Based Blockchain for Industrial IoT

  Su-Hwan Jang, Jo Guejong, Jongpil Jeong, Bae Sangmin

  DOI: 10.1007/978-3-030-22744-9_46

• Exploration of Data from Smart Bands in the Cloud and on the Edge – The Impact on the Data Storage Space

  Mateusz Gołosz, Dariusz Mrozek

  DOI: 10.1007/978-3-030-22744-9_47

• Security of Low Level IoT Protocols

  Damas P. Gruska, M. Carmen Ruiz

  DOI: 10.1007/978-3-030-22744-9_48

• FogFlow - Computation Organization for Heterogeneous Fog Computing Environments

  Joanna Sendorek, Tomasz Szydlo, Mateusz Windak, Robert Brzoza-Woch

  DOI: 10.1007/978-3-030-22744-9_49

• Research and Implementation of an Aquaculture Monitoring System Based on Flink, MongoDB and Kafka

  Yuansheng Lou, Lin Chen, Feng Ye, Yong Chen, Zihao Liu

  DOI: 10.1007/978-3-030-22744-9_50

• Enhanced Hydroponic Agriculture Environmental Monitoring: An Internet of Things Approach

  Gonçalo Marques, Diogo Aleixo, Rui Pitarma

  DOI: 10.1007/978-3-030-22744-9_51

• Noise Mapping Through Mobile Crowdsourcing for Enhanced Living Environments

  Gonçalo Marques, Rui Pitarma

  DOI: 10.1007/978-3-030-22744-9_52

• Environmental Quality Supervision for Enhanced Living Environments and Laboratory Activity Support Using IBM Watson Internet of Things Platform

  Gonçalo Marques, Rui Pitarma

  DOI: 10.1007/978-3-030-22744-9_53

• Combining Data from Fitness Trackers with Meteorological Sensor Measurements for Enhanced Monitoring of Sports Performance

  Anna Wachowicz, Bożena Małysiak-Mrozek, Dariusz Mrozek

  DOI: 10.1007/978-3-030-22744-9_54

• Collaborative Learning Agents (CLA) for Swarm Intelligence and Applications to Health Monitoring of System of Systems

  Ying Zhao, Charles C. Zhou

  DOI: 10.1007/978-3-030-22744-9_55

• Computationally Efficient Classification of Audio Events Using Binary Masked Cochleagrams

  Tomasz Maka

  DOI: 10.1007/978-3-030-22744-9_56

• Track of Data-Driven Computational Sciences

• Nonparametric Approach to Weak Signal Detection in the Search for Extraterrestrial Intelligence (SETI)

  Anne D. Brooks, Robert A. Lodder

  DOI: 10.1007/978-3-030-22747-0_1

• Parallel Strongly Connected Components Detection with Multi-partition on GPUs

  Junteng Hou, Shupeng Wang, Guangjun Wu, Ge Fu, Siyu Jia, Yong Wang et al.

  DOI: 10.1007/978-3-030-22747-0_2

• Efficient Parallel Associative Classification Based on Rules Memoization

  Michel Pires, Nicollas Silva, Leonardo Rocha, Wagner Meira, Renato Ferreira

  DOI: 10.1007/978-3-030-22747-0_3

• Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data

  Sreelekha Guggilam, Syed Mohammed Arshad Zaidi, Varun Chandola, Abani K. Patra

  DOI: 10.1007/978-3-030-22747-0_4

• An Implementation of a Coupled Dual-Porosity-Stokes Model with FEniCS

  Xiukun Hu, Craig C. Douglas

  DOI: 10.1007/978-3-030-22747-0_5

• Anomaly Detection in Social Media Using Recurrent Neural Network

  Shamoz Shah, Madhu Goyal

  DOI: 10.1007/978-3-030-22747-0_6

• Conditional BERT Contextual Augmentation

  Xing Wu, Shangwen Lv, Liangjun Zang, Jizhong Han, Songlin Hu

  DOI: 10.1007/978-3-030-22747-0_7

• An Innovative and Reliable Water Leak Detection Service Supported by Data-Intensive Remote Sensing Processing

  Ricardo Martins, Alberto Azevedo, André B. Fortunato, Elsa Alves, Anabela Oliveira, Alexandra Carvalho

  DOI: 10.1007/978-3-030-22747-0_8

• Track of Machine Learning and Data Assimilation for Dynamical Systems

• Scalable Weak Constraint Gaussian Processes

  Rossella Arcucci, Douglas McIlwraith, Yi-Ke Guo

  DOI: 10.1007/978-3-030-22747-0_9

• A Learning-Based Approach for Uncertainty Analysis in Numerical Weather Prediction Models

  Azam Moosavi, Vishwas Rao, Adrian Sandu

  DOI: 10.1007/978-3-030-22747-0_10

• Kernel Embedded Nonlinear Observational Mappings in the Variational Mapping Particle Filter

  Manuel Pulido, Peter Jan vanLeeuwen, Derek J. Posselt

  DOI: 10.1007/978-3-030-22747-0_11

• Data Assimilation in a Nonlinear Time-Delayed Dynamical System with Lagrangian Optimization

  Tullio Traverso, Luca Magri

  DOI: 10.1007/978-3-030-22747-0_12

• Machine Learning to Approximate Solutions of Ordinary Differential Equations: Neural Networks vs. Linear Regressors

  Georg Engel

  DOI: 10.1007/978-3-030-22747-0_13

• Kernel Methods for Discrete-Time Linear Equations

  Boumediene Hamzi, Fritz Colonius

  DOI: 10.1007/978-3-030-22747-0_14

• Physics-Informed Echo State Networks for Chaotic Systems Forecasting

  Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri

  DOI: 10.1007/978-3-030-22747-0_15

• Tuning Covariance Localization Using Machine Learning

  Azam Moosavi, Ahmed Attia, Adrian Sandu

  DOI: 10.1007/978-3-030-22747-0_16

• Track of Marine Computing in the Interconnected World for the Benefit of the Society

• Marine and Atmospheric Forecast Computational System for Nautical Sports in Guanabara Bay (Brazil)

  Rafael Henrique Oliveira Rangel, Luiz Paulo de Freitas Assad, Elisa Nóbrega Passos, Caio Souza, William Cossich, Ian Cunha D’Amato Viana Dragaud et al.

  DOI: 10.1007/978-3-030-22747-0_17

• An Integrated Perspective of the Operational Forecasting System in Rías Baixas (Galicia, Spain) with Observational Data and End-Users

  Anabela Venâncio, Pedro Montero, Pedro Costa, Sabela Regueiro, Swen Brands, Juan Taboada

  DOI: 10.1007/978-3-030-22747-0_18

• Climate Evaluation of a High-Resolution Regional Model over the Canary Current Upwelling System

  Ruben Vazquez, Ivan Parras-Berrocal, William Cabos, Dmitry V. Sein, Rafael Mañanes, Juan I. Perez et al.

  DOI: 10.1007/978-3-030-22747-0_19

• Validating Ocean General Circulation Models via Lagrangian Particle Simulation and Data from Drifting Buoys

  Karan Bedi, David Gómez-Ullate, Alfredo Izquierdo, Tomás Fernández Montblanc

  DOI: 10.1007/978-3-030-22747-0_20

• Implementation of a 3-Dimensional Hydrodynamic Model to a Fish Aquaculture Area in Sines, Portugal - A Down-Scaling Approach

  Alexandre Correia, Lígia Pinto, Marcos Mateus

  DOI: 10.1007/978-3-030-22747-0_21

• Numerical Characterization of the Douro River Plume

  Renato Mendes, Nuno Vaz, Magda C. Sousa, João G. Rodrigues, Maite deCastro, João M. Dias

  DOI: 10.1007/978-3-030-22747-0_22

• The Impact of Sea Level Rise in the Guadiana Estuary

  Lara Mills, João Janeiro, Flávio Martins

  DOI: 10.1007/978-3-030-22747-0_23

• Estuarine Light Attenuation Modelling Towards Improved Management of Coastal Fisheries

  Marko Tosic, Flávio Martins, Serguei Lonin, Alfredo Izquierdo, Juan Darío Restrepo

  DOI: 10.1007/978-3-030-22747-0_24

• The NARVAL Software Toolbox in Support of Ocean Models Skill Assessment at Regional and Coastal Scales

  Pablo Lorente, Marcos G. Sotillo, Arancha Amo-Baladrón, Roland Aznar, Bruno Levier, Lotfi Aouf et al.

  DOI: 10.1007/978-3-030-22747-0_25

• Salinity Control on Saigon River Downstream of Dautieng Reservoir Within Multi-objective Simulation-Optimisation Framework for Reservoir Operation

  Okan Aygun, Andreja Jonoski, Ioana Popescu

  DOI: 10.1007/978-3-030-22747-0_26

• Clustering Hydrographic Conditions in Galician Estuaries

  David E. Losada, Pedro Montero, Diego Brea, Silvia Allen-Perkins, Begoña Vila

  DOI: 10.1007/978-3-030-22747-0_27

• Early Warning Systems for Shellfish Safety: The Pivotal Role of Computational Science

  Marcos Mateus, Jose Fernandes, Marta Revilla, Luis Ferrer, Manuel Ruiz Villarreal, Peter Miller et al.

  DOI: 10.1007/978-3-030-22747-0_28

• Track of Multiscale Modelling and Simulation

• Creating a Reusable Cross-Disciplinary Multi-scale and Multi-physics Framework: From AMUSE to OMUSE and Beyond

  Inti Pelupessy, Simon Portegies Zwart, Arjen van Elteren, Henk Dijkstra, Fredrik Jansson, Daan Crommelin et al.

  DOI: 10.1007/978-3-030-22747-0_29

• A Semi-Lagrangian Multiscale Framework for Advection-Dominant Problems

  Konrad Simon, Jörn Behrens

  DOI: 10.1007/978-3-030-22747-0_30

• A Multiscale Model of Atherosclerotic Plaque Development: Toward a Coupling Between an Agent-Based Model and CFD Simulations

  Anna Corti, Stefano Casarin, Claudio Chiastra, Monika Colombo, Francesco Migliavacca, Marc Garbey

  DOI: 10.1007/978-3-030-22747-0_31

• Special Aspects of Hybrid Kinetic-Hydrodynamic Model When Describing the Shape of Shockwaves

  Yurii Nikitchenko, Sergei Popov, Alena Tikhonovets

  DOI: 10.1007/978-3-030-22747-0_32

• Computational Analysis of Pulsed Radiofrequency Ablation in Treating Chronic Pain

  Sundeep Singh, Roderick Melnik

  DOI: 10.1007/978-3-030-22747-0_33

• MaMiCo: Parallel Noise Reduction for Multi-instance Molecular-Continuum Flow Simulation

  Piet Jarmatz, Philipp Neumann

  DOI: 10.1007/978-3-030-22747-0_34

• Projection-Based Model Reduction Using Asymptotic Basis Functions

  Kevin W. Cassel

  DOI: 10.1007/978-3-030-22747-0_35

• Introducing VECMAtk - Verification, Validation and Uncertainty Quantification for Multiscale and HPC Simulations

  Derek Groen, Robin A. Richardson, David W. Wright, Vytautas Jancauskas, Robert Sinclair, Paul Karlshoefer et al.

  DOI: 10.1007/978-3-030-22747-0_36

• Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation

• deal.II Implementation of a Weak Galerkin Finite Element Solver for Darcy Flow

  Zhuoran Wang, Graham Harper, Patrick O’Leary, Jiangguo Liu, Simon Tavener

  DOI: 10.1007/978-3-030-22747-0_37

• Recovery of the Interface Velocity for the Incompressible Flow in Enhanced Velocity Mixed Finite Element Method

  Yerlan Amanbek, Gurpreet Singh, Mary F. Wheeler

  DOI: 10.1007/978-3-030-22747-0_38

• A New Approach to Solve the Stokes-Darcy-Transport System Applying Stabilized Finite Element Methods

  Iury Igreja

  DOI: 10.1007/978-3-030-22747-0_39

• Energy Stable Simulation of Two-Phase Equilibria with Capillarity

  Shuyu Sun

  DOI: 10.1007/978-3-030-22747-0_40

• Effects of Numerical Integration on DLM/FD Method for Solving Interface Problems with Body-Unfitted Meshes

  Cheng Wang, Pengtao Sun, Rihui Lan, Hao Shi, Fei Xu

  DOI: 10.1007/978-3-030-22747-0_41

• Application of the Double Potential Method to Simulate Incompressible Viscous Flows

  Tatyana Kudryashova, Sergey Polyakov, Nikita Tarasov

  DOI: 10.1007/978-3-030-22747-0_42

• A Bubble Formation in the Two-Phase System

  Karel Fraňa, Shehab Attia, Jörg Stiller

  DOI: 10.1007/978-3-030-22747-0_43

• Performance of a Two-Path Aliasing Free Calculation of a Spectral DNS Code

  Mitsuo Yokokawa, Koji Morishita, Takashi Ishihara, Atsuya Uno, Yukio Kaneda

  DOI: 10.1007/978-3-030-22747-0_44

• Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation

• DNS of Mass Transfer from Bubbles Rising in a Vertical Channel

  Néstor Balcázar-Arciniega, Joaquim Rigola, Assensi Oliva

  DOI: 10.1007/978-3-030-22747-0_45

• A Hybrid Vortex Method for the Simulation of 3D Incompressible Flows

  Chloe Mimeau, Georges-Henri Cottet, Iraj Mortazavi

  DOI: 10.1007/978-3-030-22747-0_46

• Accelerated Phase Equilibrium Predictions for Subsurface Reservoirs Using Deep Learning Methods

  Tao Zhang, Yiteng Li, Shuyu Sun

  DOI: 10.1007/978-3-030-22747-0_47

• Study on the Thermal-Hydraulic Coupling Model for the Enhanced Geothermal Systems

  Tingyu Li, Dongxu Han, Fusheng Yang, Bo Yu, Daobing Wang, Dongliang Sun

  DOI: 10.1007/978-3-030-22747-0_48

• Modelling of Thermal Transport in Wire + Arc Additive Manufacturing Process

  Edison A. Bonifaz

  DOI: 10.1007/978-3-030-22747-0_49

• Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning

• Effective Self Attention Modeling for Aspect Based Sentiment Analysis

  Ningning Cai, Can Ma, Weiping Wang, Dan Meng

  DOI: 10.1007/978-3-030-22750-0_1

• Vision and Crowdsensing Technology for an Optimal Response in Physical-Security

  Fernando Enríquez, Luis Miguel Soria, Juan Antonio Álvarez-García, Fernando Sancho Caparrini, Francisco Velasco, Oscar Deniz et al.

  DOI: 10.1007/978-3-030-22750-0_2

• New Intelligent Tools to Adapt NL Interface to Corporate Environments

  Svetlana Chuprina, Igor Postanogov

  DOI: 10.1007/978-3-030-22750-0_3

• Asymmetric Deep Cross-modal Hashing

  Jingzi Gu, JinChao Zhang, Zheng Lin, Bo Li, Weiping Wang, Dan Meng

  DOI: 10.1007/978-3-030-22750-0_4

• Applying NSGA-II to a Multiple Objective Dial a Ride Problem

  Pedro M. M. Guerreiro, Pedro J. S. Cardoso, Hortênsio C. L. Fernandes

  DOI: 10.1007/978-3-030-22750-0_5

• Smart Campus Parking – Parking Made Easy

  Amanda Vieira, Iolanda Rosa, Ivo Santos, Tiago Paulo, Nuno Costa, Marisa Maximiano et al.

  DOI: 10.1007/978-3-030-22750-0_6

• The Network Topology of Connecting Things: Defence of IoT Graph in the Smart City

  Marta Chinnici, Vincenzo Fioriti, Andrea Arbore

  DOI: 10.1007/978-3-030-22750-0_7

• SILKNOWViz: Spatio-Temporal Data Ontology Viewer

  Javier Sevilla, Cristina Portalés, Jesús Gimeno, Jorge Sebastián

  DOI: 10.1007/978-3-030-22750-0_8

• Ontology-Driven Automation of IoT-Based Human-Machine Interfaces Development

  Konstantin Ryabinin, Svetlana Chuprina, Konstantin Belousov

  DOI: 10.1007/978-3-030-22750-0_9

• Towards Parameter-Optimized Vessel Re-identification Based on IORnet

  Amir Ghahremani, Yitian Kong, Egor Bondarev, Peter H. N. de With

  DOI: 10.1007/978-3-030-22750-0_10

• Towards Low-Cost Indoor Localisation Using a Multi-camera System

  Oualid Araar, Saadi Bouhired, Sami Moussiou, Ali Laggoune

  DOI: 10.1007/978-3-030-22750-0_11

• A New Shape Descriptor and Segmentation Algorithm for Automated Classifying of Multiple-morphological Filamentous Algae

  Saowanee Iamsiri, Nuttha Sanevas, Chakrit Watcharopas, Pakaket Wattuya

  DOI: 10.1007/978-3-030-22750-0_12

• Application of Hierarchical Clustering for Object Tracking with a Dynamic Vision Sensor

  Tobias Bolten, Regina Pohle-Fröhlich, Klaus D. Tönnies

  DOI: 10.1007/978-3-030-22750-0_13

• Binarization of Degraded Document Images with Generalized Gaussian Distribution

  Robert Krupiński, Piotr Lech, Mateusz Tecław, Krzysztof Okarma

  DOI: 10.1007/978-3-030-22750-0_14

• Nonlinear Dimensionality Reduction in Texture Classification: Is Manifold Learning Better Than PCA?

  Cédrick Bamba Nsimba, Alexandre L. M. Levada

  DOI: 10.1007/978-3-030-22750-0_15

• Event-Oriented Keyphrase Extraction Based on Bi-clustering Model

  Lin Zhao, Liangjun Zang, Longtao Huang, Jizhong Han, Songlin Hu

  DOI: 10.1007/978-3-030-22750-0_16

• Track of Solving Problems with Uncertainties

• Path-Finding with a Full-Vectorized GPU Implementation of Evolutionary Algorithms in an Online Crowd Model Simulation Framework

  Anton Aguilar-Rivera

  DOI: 10.1007/978-3-030-22750-0_17

• Analysing the Trade-Off Between Computational Performance and Representation Richness in Ontology-Based Systems

  Salvatore F. Pileggi, Fabian C. Peña, Maria Del Pilar Villamil, Ghassan Beydoun

  DOI: 10.1007/978-3-030-22750-0_18

• A Framework for Distributed Approximation of Moments with Higher-Order Derivatives Through Automatic Differentiation

  Michel Schanen, Daniel Adrian Maldonado, Mihai Anitescu

  DOI: 10.1007/978-3-030-22750-0_19

• IPIES for Uncertainly Defined Shape of Boundary, Boundary Conditions and Other Parameters in Elasticity Problems

  Marta Kapturczak, Eugeniusz Zieniuk

  DOI: 10.1007/978-3-030-22750-0_20

• Enabling UQ for Complex Modelling Workflows

  Małgorzata J. Zimoń, Samuel Antão, Robert Sawko, Alex Skillen, Vadim Elisseev

  DOI: 10.1007/978-3-030-22750-0_21

• Ternary-Decimal Exclusion Algorithm for Multiattribute Utility Functions

  Yerkin G. Abdildin

  DOI: 10.1007/978-3-030-22750-0_22

• Sums of Key Functions Generating Cryptosystems

  Nataliya Kalashnykova, Viktor V. Avramenko, Viacheslav Kalashnikov

  DOI: 10.1007/978-3-030-22750-0_23

• Consistent Conjectures in Globalization Problems

  Nataliya Kalashnykova, Mariel A. Leal-Coronado, Arturo García-Martínez, Viacheslav Kalashnikov

  DOI: 10.1007/978-3-030-22750-0_24

• Verification on the Ensemble of Independent Numerical Solutions

  A. K. Alekseev, A. E. Bondarev, A. E. Kuvshinnikov

  DOI: 10.1007/978-3-030-22750-0_25

• On the Estimation of the Accuracy of Numerical Solutions in CFD Problems

  A. E. Bondarev

  DOI: 10.1007/978-3-030-22750-0_26

• “Why Did You Do That?”

  Görkem Paçacı, David Johnson, Steve McKeever, Andreas Hamfelt

  DOI: 10.1007/978-3-030-22750-0_27

• Predictive Analytics with Factor Variance Association

  Raul Ramirez-Velarde, Laura Hervert-Escobar, Neil Hernandez-Gress

  DOI: 10.1007/978-3-030-22750-0_28

• Track of Teaching Computational Science

• Redesigning Interactive Educational Modules for Combinatorial Scientific Computing

  M. Ali Rostami, H. Martin Bücker

  DOI: 10.1007/978-3-030-22750-0_29

• A Learner-Centered Approach to Teaching Computational Modeling, Data Analysis, and Programming

  Devin Silvia, Brian O’Shea, Brian Danielak

  DOI: 10.1007/978-3-030-22750-0_30

• Enabling Interdisciplinary Instruction in Computer Science and Humanities

  William B. Crum Jr., Aaron Angello, Xinlian Liu, Corey Campion

  DOI: 10.1007/978-3-030-22750-0_31

• A Project-Based Course on Software Development for (Engineering) Research

  Kyle E. Niemeyer

  DOI: 10.1007/978-3-030-22750-0_32

• Programming Paradigms for Computational Science: Three Fundamental Models

  Miguel-Angel Sicilia, Elena García-Barriocanal, Salvador Sánchez-Alonso, Marçal Mora-Cantallops

  DOI: 10.1007/978-3-030-22750-0_33

• Numerical Analysis Project in ODEs for Undergraduate Students

  Sigurdur Hafstein

  DOI: 10.1007/978-3-030-22750-0_34

• Poster Papers

• Mixed Finite Element Solution for the Natural-Gas Dual-Mechanism Model

  Mohamed F. El-Amin, Jisheng Kou, Shuyu Sun, Jingfa Li

  DOI: 10.1007/978-3-030-22750-0_35

• On the Feasibility of Distributed Process Mining in Healthcare

  Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Carlotta Masciocchi, Francesco Cellini, Luca Boldrini et al.

  DOI: 10.1007/978-3-030-22750-0_36

• How to Plan Roadworks in Urban Regions? A Principled Approach Based on AI Planning

  Mauro Vallati, Lukáš Chrpa, Diane Kitchin

  DOI: 10.1007/978-3-030-22750-0_37

• Big Data Approach to Fluid Dynamics Visualization Problem

  Vyacheslav Reshetnikov, Egor Golubchikov, Andrey Pyatlin, Alexey Kuzin, Vladislav Kiev, Nikolay Shabrov et al.

  DOI: 10.1007/978-3-030-22750-0_38

• Dolphin Kick Swimmer Using the Unstructured Moving Mesh Method

  Masashi Yamakawa, Norihito Mizuno, Yongmann M. Chung

  DOI: 10.1007/978-3-030-22750-0_39

• The Performance Prediction and Improvement of SPH with the Interaction-List-Sharing Method on PEZY-SCs

  Natsuki Hosono, Mikito Furuichi

  DOI: 10.1007/978-3-030-22750-0_40

• Influence of Architectural Features of the SNC-4 Mode of the Intel Xeon Phi KNL on Matrix Multiplication

  Ruben Laso, Francisco F. Rivera, José Carlos Cabaleiro

  DOI: 10.1007/978-3-030-22750-0_41

• Improving Planning Performance in PDDL+ Domains via Automated Predicate Reformulation

  Santiago Franco, Mauro Vallati, Alan Lindsay, Thomas Lee McCluskey

  DOI: 10.1007/978-3-030-22750-0_42

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