ICCS 2018 Conference Proceedings

The proceedings shown on this page are the camera-ready version of the papers published in LNCS volumes 10860, 10861 and 10862. To cite these publications, please use the final published version, which is linked to at the bottom of each publication.

• Science at the Intersection of Data, Modelling and Computation. Preface for ICCS 2018

  Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Lees, Jack Dongarra, Peter M.A. Sloot

• ICCS Main Track

• Optimizing the Efficiency, Vulnerability and Robustness of Road-Based Para-Transit Networks Using Genetic Algorithm

  Briane Paul V. Samson, Gio Anton T. Velez, Joseph Ryan Nobleza, David Sanchez, Jan Tristan Milan

  DOI: 10.1007/978-3-319-93698-7_1

• On the Configuration of Robust Static Parallel Portfolios for Efficient Plan Generation

  Mauro Vallati, Lukáš Chrpa, Diane Kitchin

  DOI: 10.1007/978-3-319-93698-7_2

• SDF-Net: Real-Time Rigid Object Tracking Using a Deep Signed Distance Network

  Prayook Jatesiktat, Ming Jeat Foo, Guan Ming Lim, Wei Tech Ang

  DOI: 10.1007/978-3-319-93698-7_3

• Insider Threat Detection with Deep Neural Network

  Fangfang Yuan, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Binxing Fang

  DOI: 10.1007/978-3-319-93698-7_4

• Pheromone Model Based Visualization of Malware Distribution Networks

  Yang Cai, Jose Andre Morales, Sihan Wang, Pedro Pimentel, William Casey, Aaron Volkmann

  DOI: 10.1007/978-3-319-93698-7_5

• Detecting Wildlife in Unmanned Aerial Systems Imagery Using Convolutional Neural Networks Trained with an Automated Feedback Loop

  Connor Bowley, Marshall Mattingly, Andrew Barnas, Susan Ellis-Felege, Travis Desell

  DOI: 10.1007/978-3-319-93698-7_6

• Incentive Mechanism for Cooperative Intrusion Detection: An Evolutionary Game Approach

  Yunchuan Guo, Han Zhang, Lingcui Zhang, Liang Fang, Fenghua Li

  DOI: 10.1007/978-3-319-93698-7_7

• Hybrid Genetic Algorithm for an On-Demand First Mile Transit System Using Electric Vehicles

  Thilina Perera, Alok Prakash, Chathura Nagoda Gamage, Thambipillai Srikanthan

  DOI: 10.1007/978-3-319-93698-7_8

• Comprehensive Learning Gene Expression Programming for Automatic Implicit Equation Discovery

  Yongliang Chen, Jinghui Zhong, Mingkui Tan

  DOI: 10.1007/978-3-319-93698-7_9

• Multi-population Genetic Algorithm for Cardinality Constrained Portfolio Selection Problems

  Nasser R. Sabar, Ayad Turky, Mark Leenders, Andy Song

  DOI: 10.1007/978-3-319-93698-7_10

• Recognition and Classification of Rotorcraft by Micro-Doppler Signatures Using Deep Learning

  Ying Liu, Jinyi Liu

  DOI: 10.1007/978-3-319-93698-7_11

• Data Allocation Based on Evolutionary Data Popularity Clustering

  Ralf Vamosi, Mario Lassnig, Erich Schikuta

  DOI: 10.1007/978-3-319-93698-7_12

• Hyper-heuristic Online Learning for Self-assembling Swarm Robots

  Shuang Yu, Aldeida Aleti, Jan Carlo Barca, Andy Song

  DOI: 10.1007/978-3-319-93698-7_13

• An Innovative Heuristic for Planning-Based Urban Traffic Control

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

  DOI: 10.1007/978-3-319-93698-7_14

• Automatic Web News Extraction Based on DS Theory Considering Content Topics

  Kaihang Zhang, Chuang Zhang, Xiaojun Chen, Jianlong Tan

  DOI: 10.1007/978-3-319-93698-7_15

• DomainObserver: A Lightweight Solution for Detecting Malicious Domains Based on Dynamic Time Warping

  Guolin Tan, Peng Zhang, Qingyun Liu, Xinran Liu, Chunge Zhu

  DOI: 10.1007/978-3-319-93698-7_16

• You Have More Abbreviations Than You Know: A Study of AbbrevSquatting Abuse

  Pin Lv, Jing Ya, Tingwen Liu, Jinqiao Shi, Binxing Fang, Zhaojun Gu

  DOI: 10.1007/978-3-319-93698-7_17

• Large Scale Retrieval of Social Network Pages by Interests of Their Followers

  Elena Mikhalkova, Yuri Karyakin, Igor Glukhikh

  DOI: 10.1007/978-3-319-93698-7_18

• Parallel Data-Driven Modeling of Information Spread in Social Networks

  Oksana Severiukhina, Klavdiya Bochenina, Sergey Kesarev, Alexander Boukhanovsky

  DOI: 10.1007/978-3-319-93698-7_19

• Topology of Thematic Communities in Online Social Networks: A Comparative Study

  Valentina Guleva, Danila Vaganov, Daniil Voloshin, Klavdia Bochenina

  DOI: 10.1007/978-3-319-93698-7_20

• Topological Street-Network Characterization Through Feature-Vector and Cluster Analysis

  Gabriel Spadon, Gabriel Gimenes, Jose F. Rodrigues Jr.

  DOI: 10.1007/978-3-319-93698-7_21

• A Distance-Based Tool-Set to Track Inconsistent Urban Structures Through Complex-Networks

  Gabriel Spadon, Bruno B. Machado, Danilo M. Eler, Jose F. Rodrigues Jr.

  DOI: 10.1007/978-3-319-93698-7_22

• A Conceptual Framework for Social Movements Analytics for National Security

  Pedro Cárdenas, Georgios Theodoropoulos, Boguslaw Obara, Ibad Kureshi

  DOI: 10.1007/978-3-319-93698-7_23

• Retweet Prediction Using Social-Aware Probabilistic Matrix Factorization

  Bo Jiang, Zhigang Lu, Ning Li, Jianjun Wu, Zhengwei Jiang

  DOI: 10.1007/978-3-319-93698-7_24

• Cascading Failure Based on Load Redistribution of a Smart Grid with Different Coupling Modes

  WenJie Kang, PeiDong Zhu, Gang Hu

  DOI: 10.1007/978-3-319-93698-7_25

• Measuring Social Responsiveness for Improved Handling of Extreme Situations

  Nikolay Butakov, Timur Fatkulin, Daniil Voloshin

  DOI: 10.1007/978-3-319-93698-7_26

• A Computational Model-Based Framework to Plan Clinical Experiments – An Application to Vascular Adaptation Biology

  Stefano Casarin, Scott A. Berceli, Marc Garbey

  DOI: 10.1007/978-3-319-93698-7_27

• Accelerating Data Analysis in Simulation Neuroscience with Big Data Technologies

  Judit Planas, Fabien Delalondre, Felix Schürmann

  DOI: 10.1007/978-3-319-93698-7_28

• Spiral Wave Drift Induced by High-Frequency Forcing. Parallel Simulation in the Luo–Rudy Anisotropic Model of Cardiac Tissue

  Timofei Epanchintsev, Sergei Pravdin, Alexander Panfilov

  DOI: 10.1007/978-3-319-93698-7_29

• Understanding Malaria Induced Red Blood Cell Deformation Using Data-Driven Lattice Boltzmann Simulations

  Joey Sing Yee Tan, Gábor Závodszky, Peter M. A. Sloot

  DOI: 10.1007/978-3-319-93698-7_30

• Towards Model-Based Policy Elaboration on City Scale Using Game Theory: Application to Ambulance Dispatching

  Sergey V. Kovalchuk, Mariia A. Moskalenko, Alexey N. Yakovlev

  DOI: 10.1007/978-3-319-93698-7_31

• Elucidation of Mechanism for Reducing Porosity in Electric Arc Spraying Through CFD

  Ryoji Tamaki, Masashi Yamakawa

  DOI: 10.1007/978-3-319-93698-7_32

• nSharma: Numerical Simulation Heterogeneity Aware Runtime Manager for OpenFOAM

  Roberto Ribeiro, Luís Paulo Santos, João Miguel Nóbrega

  DOI: 10.1007/978-3-319-93698-7_33

• High Performance Computational Hydrodynamic Simulations: UPC Parallel Architecture as a Future Alternative

  Alvin Wei Ze Chew, Tung Thanh Vu, Adrian Wing-Keung Law

  DOI: 10.1007/978-3-319-93698-7_34

• Classifying Aircraft Approach Type in the National General Aviation Flight Information Database

  Kelton Karboviak, Sophine Clachar, Travis Desell, Mark Dusenbury, Wyatt Hedrick, James Higgins et al.

  DOI: 10.1007/978-3-319-93698-7_35

• On Parametric Excitation for Exploration of Lava Tubes and Caves

  Victor Parque, Masato Kumai, Satoshi Miura, Tomoyuki Miyashita

  DOI: 10.1007/978-3-319-93698-7_36

• Global Simulation of Planetary Rings on Sunway TaihuLight

  Masaki Iwasawa, Long Wang, Keigo Nitadori, Daisuke Namekata, Takayuki Muranushi, Miyuki Tsubouchi et al.

  DOI: 10.1007/978-3-319-93698-7_37

• Parallel Performance Analysis of Bacterial Biofilm Simulation Models

  M. V. Sheraton, Peter M. A. Sloot

  DOI: 10.1007/978-3-319-93698-7_38

• Parallel Solutions to the

  Leandro Feuser, Nahri Moreano

  DOI: 10.1007/978-3-319-93698-7_39

• RT-DBSCAN: Real-Time Parallel Clustering of Spatio-Temporal Data Using Spark-Streaming

  Yikai Gong, Richard O. Sinnott, Paul Rimba

  DOI: 10.1007/978-3-319-93698-7_40

• GPU-Based Implementation of Ptycho-ADMM for High Performance X-Ray Imaging

  Pablo Enfedaque, Huibin Chang, Hari Krishnan, Stefano Marchesini

  DOI: 10.1007/978-3-319-93698-7_41

• Elastic CPU Cap Mechanism for Timely Dataflow Applications

  M. Reza Hoseinyfarahabady, Nazanin Farhangsadr, Albert Y. Zomaya, Zahir Tari, Samee U. Khan

  DOI: 10.1007/978-3-319-93698-7_42

• Blockchain-Based Transaction Integrity in Distributed Big Data Marketplace

  Denis Nasonov, Alexander A. Visheratin, Alexander Boukhanovsky

  DOI: 10.1007/978-3-319-93698-7_43

• Workload Characterization and Evolutionary Analyses of Tianhe-1A Supercomputer

  Jinghua Feng, Guangming Liu, Jian Zhang, Zhiwei Zhang, Jie Yu, Zhaoning Zhang

  DOI: 10.1007/978-3-319-93698-7_44

• The Design of Fast and Energy-Efficient Linear Solvers: On the Potential of Half-Precision Arithmetic and Iterative Refinement Techniques

  Azzam Haidar, Ahmad Abdelfattah, Mawussi Zounon, Panruo Wu, Srikara Pranesh, Stanimire Tomov et al.

  DOI: 10.1007/978-3-319-93698-7_45

• Design of Parallel BEM Analyses Framework for SIMD Processors

  Tetsuya Hoshino, Akihiro Ida, Toshihiro Hanawa, Kengo Nakajima

  DOI: 10.1007/978-3-319-93698-7_46

• An Experimental Assessment of Three Point-Insertion Sequences for 3-D Incremental Delaunay Tessellations

  Sanderson L. Gonzaga de Oliveira, Diogo T. Robaina, Diego N. Brandão, Mauricio Kischinhevsky, Gabriel Oliveira

  DOI: 10.1007/978-3-319-93698-7_47

• Learning Knowledge Graph Embeddings via Generalized Hyperplanes

  Qiannan Zhu, Xiaofei Zhou, JianLong Tan, Ping Liu, Li Guo

  DOI: 10.1007/978-3-319-93698-7_48

• Fast Higher-Order Functions for Tensor Calculus with Tensors and Subtensors

  Cem Bassoy, Volker Schatz

  DOI: 10.1007/978-3-319-93698-7_49

• The t-Modified Self-Shrinking Generator

  Sara D. Cardell, Amparo Fúster-Sabater

  DOI: 10.1007/978-3-319-93698-7_50

• Simulating Negotiation-Based Cloud Markets

  Benedikt Pittl, Werner Mach, Erich Schikuta

  DOI: 10.1007/978-3-319-93698-7_51

• Structural Learning of Probabilistic Graphical Models of Cumulative Phenomena

  Daniele Ramazzotti, Marco S. Nobile, Marco Antoniotti, Alex Graudenzi

  DOI: 10.1007/978-3-319-93698-7_52

• Sparse Surface Speed Evaluation on a Dynamic Three-Dimensional Surface Using an Iterative Partitioning Scheme

  Paul Manstetten, Lukas Gnam, Andreas Hössinger, Siegfried Selberherr, Josef Weinbub

  DOI: 10.1007/978-3-319-93698-7_53

• Accurate, Automatic and Compressed Visualization of Radiated Helmholtz Fields from Boundary Element Solutions

  Matthieu Maunoury, Christophe Besse, Vincent Mouysset, Sébastien Pernet

  DOI: 10.1007/978-3-319-93698-7_54

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

• Development of Scalable Three-Dimensional Elasto-Plastic Nonlinear Wave Propagation Analysis Method for Earthquake Damage Estimation of Soft Grounds

  Atsushi Yoshiyuki, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Wijerathne

  DOI: 10.1007/978-3-319-93701-4_1

• A New Matrix-Free Approach for Large-Scale Geodynamic Simulations and its Performance

  Simon Bauer, Markus Huber, Marcus Mohr, Ulrich Rüde, Barbara Wohlmuth

  DOI: 10.1007/978-3-319-93701-4_2

• Viscoelastic Crustal Deformation Computation Method with Reduced Random Memory Accesses for GPU-Based Computers

  Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Anne Glerum, Ylona van Dinther, Takane Hori et al.

  DOI: 10.1007/978-3-319-93701-4_3

• An Event Detection Framework for Virtual Observation System: Anomaly Identification for an ACME Land Simulation

  Zhuo Yao, Dali Wang, Yifan Wang, Fengming Yuan

  DOI: 10.1007/978-3-319-93701-4_4

• Enabling Adaptive Mesh Refinement for Single Components in ECHAM6

  Yumeng Chen, Konrad Simon, Jörn Behrens

  DOI: 10.1007/978-3-319-93701-4_5

• Efficient and Accurate Evaluation of Bézier Tensor Product Surfaces

  Jing Lan, Hao Jiang, Peibing Du

  DOI: 10.1007/978-3-319-93701-4_6

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

• Agent-Based Simulations, Adaptive Algorithms and Solvers: Preface

  Maciej Paszynski

• Hybrid Swarm and Agent-Based Evolutionary Optimization

  Leszek Placzkiewicz, Marcin Sendera, Adam Szlachta, Mateusz Paciorek, Aleksander Byrski, Marek Kisiel-Dorohinicki et al.

  DOI: 10.1007/978-3-319-93701-4_7

• Data-Driven Agent-Based Simulation for Pedestrian Capacity Analysis

  Sing Kuang Tan, Nan Hu, Wentong Cai

  DOI: 10.1007/978-3-319-93701-4_8

• A Novel Agent-Based Modeling Approach for Image Coding and Lossless Compression Based on the Wolf-Sheep Predation Model

  Khaldoon Dhou

  DOI: 10.1007/978-3-319-93701-4_9

• Planning Optimal Path Networks Using Dynamic Behavioral Modeling

  Sergei Kudinov, Egor Smirnov, Gavriil Malyshev, Ivan Khodnenko

  DOI: 10.1007/978-3-319-93701-4_10

• Multiagent Context-Dependent Model of Opinion Dynamics in a Virtual Society

  Ivan Derevitskii, Oksana Severiukhina, Klavdiya Bochenina, Daniil Voloshin, Anastasia Lantseva, Alexander Boukhanovsky

  DOI: 10.1007/978-3-319-93701-4_11

• An Algorithm for Tensor Product Approximation of Three-Dimensional Material Data for Implicit Dynamics Simulations

  Krzysztof Podsiadło, Marcin Łoś, Leszek Siwik, Maciej Woźniak

  DOI: 10.1007/978-3-319-93701-4_12

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

• Applications of Matrix Methods in Artificial Intelligence and Machine Learning

  Kourosh Modarresi

• On Two Kinds of Dataset Decomposition

  Pavel Emelyanov

  DOI: 10.1007/978-3-319-93701-4_13

• A Graph-Based Algorithm for Supervised Image Classification

  Ke Du, Jinlong Liu, Xingrui Zhang, Jianying Feng, Yudong Guan, Stéphane Domas

  DOI: 10.1007/978-3-319-93701-4_14

• An Adversarial Training Framework for Relation Classification

  Wenpeng Liu, Yanan Cao, Cong Cao, Yanbing Liu, Yue Hu, Li Guo

  DOI: 10.1007/978-3-319-93701-4_15

• Topic-Based Microblog Polarity Classification Based on Cascaded Model

  Quanchao Liu, Yue Hu, Yangfan Lei, Xiangpeng Wei, Guangyong Liu, Wei Bi

  DOI: 10.1007/978-3-319-93701-4_16

• An Efficient Deep Learning Model for Recommender Systems

  Kourosh Modarresi, Jamie Diner

  DOI: 10.1007/978-3-319-93701-4_17

• Standardization of Featureless Variables for Machine Learning Models Using Natural Language Processing

  Kourosh Modarresi, Abdurrahman Munir

  DOI: 10.1007/978-3-319-93701-4_18

• Generalized Variable Conversion Using K-means Clustering and Web Scraping

  Kourosh Modarresi, Abdurrahman Munir

  DOI: 10.1007/978-3-319-93701-4_19

• Parallel Latent Dirichlet Allocation on GPUs

  Gordon E. Moon, Israt Nisa, Aravind Sukumaran-Rajam, Bortik Bandyopadhyay, Srinivasan Parthasarathy, P. Sadayappan

  DOI: 10.1007/978-3-319-93701-4_20

• Improving Search Through A3C Reinforcement Learning Based Conversational Agent

  Milan Aggarwal, Aarushi Arora, Shagun Sodhani, Balaji Krishnamurthy

  DOI: 10.1007/978-3-319-93701-4_21

• Track of Architecture, Languages, Compilation and Hardware Support for Emerging ManYcore Systems

• Architecture Emulation and Simulation of Future Many-Core Epiphany RISC Array Processors

  David A. Richie, James A. Ross

  DOI: 10.1007/978-3-319-93701-4_22

• Automatic Mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms

  Konrad Moren, Diana Göhringer

  DOI: 10.1007/978-3-319-93701-4_23

• Track of Biomedical and Bioinformatics Challenges for Computer Science

• 11th Workshop on Biomedical and Bioinformatics Challenges for Computer Science: new computational models, algorithms and computer architectures

  Mario Cannataro, Riccardo Dondi, Giuseppe Agapito, Mauro Castelli, Italo Zoppis, Rodrigo Weber dos Santos

• Combining Data Mining Techniques to Enhance Cardiac Arrhythmia Detection

  Christian Gomes, Alan Cardoso, Thiago Silveira, Diego Dias, Elisa Tuler, Renato Ferreira et al.

  DOI: 10.1007/978-3-319-93701-4_24

• CT Medical Imaging Reconstruction Using Direct Algebraic Methods with Few Projections

  Mónica Chillarón, Vicente Vidal, Gumersindo Verdú, Josep Arnal

  DOI: 10.1007/978-3-319-93701-4_25

• On Blood Viscosity and Its Correlation with Biological Parameters

  Patrizia Vizza, Giuseppe Tradigo, Marianna Parrilla, Pietro Hiram Guzzi, Agostino Gnasso, Pierangelo Veltri

  DOI: 10.1007/978-3-319-93701-4_26

• Development of Octree-Based High-Quality Mesh Generation Method for Biomedical Simulation

  Keisuke Katsushima, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Maddegedara

  DOI: 10.1007/978-3-319-93701-4_27

• 1,000x Faster Than PLINK: Genome-Wide Epistasis Detection with Logistic Regression Using Combined FPGA and GPU Accelerators

  Lars Wienbrandt, Jan Christian Kässens, Matthias Hübenthal, David Ellinghaus

  DOI: 10.1007/978-3-319-93701-4_28

• Track of Computational Finance and Business Intelligence

• Deep Learning and Wavelets for High-Frequency Price Forecasting

  Andrés Arévalo, Jaime Nino, Diego León, German Hernandez, Javier Sandoval

  DOI: 10.1007/978-3-319-93701-4_29

• Kernel Extreme Learning Machine for Learning from Label Proportions

  Hao Yuan, Bo Wang, Lingfeng Niu

  DOI: 10.1007/978-3-319-93701-4_30

• Extreme Market Prediction for Trading Signal with Deep Recurrent Neural Network

  Zhichen Lu, Wen Long, Ying Guo

  DOI: 10.1007/978-3-319-93701-4_31

• Multi-view Multi-task Support Vector Machine

  Jiashuai Zhang, Yiwei He, Jingjing Tang

  DOI: 10.1007/978-3-319-93701-4_32

• Research on Stock Price Forecast Based on News Sentiment Analysis—A Case Study of Alibaba

  Lingling Zhang, Saiji Fu, Bochen Li

  DOI: 10.1007/978-3-319-93701-4_33

• Parallel Harris Corner Detection on Heterogeneous Architecture

  Yiwei He, Yue Ma, Dalian Liu, Xiaohua Chen

  DOI: 10.1007/978-3-319-93701-4_34

• A New Method for Structured Learning with Privileged Information

  Shiding Sun, Chunhua Zhang, Yingjie Tian

  DOI: 10.1007/978-3-319-93701-4_35

• An Effective Model Between Mobile Phone Usage and P2P Default Behavior

  Huan Liu, Lin Ma, Xi Zhao, Jianhua Zou

  DOI: 10.1007/978-3-319-93701-4_36

• A Novel Data Mining Approach Towards Human Resource Performance Appraisal

  Pei Quan, Ying Liu, Tianlin Zhang, Yueran Wen, Kaichao Wu, Hongbo He et al.

  DOI: 10.1007/978-3-319-93701-4_37

• Word Similarity Fails in Multiple Sense Word Embedding

  Yong Shi, Yuanchun Zheng, Kun Guo, Wei Li, Luyao Zhu

  DOI: 10.1007/978-3-319-93701-4_38

• Track of Computational Optimization, Modelling and Simulation

• A Hybrid Optimization Algorithm for Electric Motor Design

  Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean

  DOI: 10.1007/978-3-319-93701-4_39

• Dynamic Current Distribution in the Electrodes of Submerged Arc Furnace Using Scalar and Vector Potentials

  Yonatan Afework Tesfahunegn, Thordur Magnusson, Merete Tangstad, Gudrun Saevarsdottir

  DOI: 10.1007/978-3-319-93701-4_40

• Optimising Deep Learning by Hyper-heuristic Approach for Classifying Good Quality Images

  Muneeb ul Hassan, Nasser R. Sabar, Andy Song

  DOI: 10.1007/978-3-319-93701-4_41

• An Agent-Based Distributed Approach for Bike Sharing Systems

  Ningkui Wang, Hayfa Zgaya, Philippe Mathieu, Slim Hammadi

  DOI: 10.1007/978-3-319-93701-4_42

• A Fast Vertex-Swap Operator for the Prize-Collecting Steiner Tree Problem

  Yi-Fei Ming, Si-Bo Chen, Yong-Quan Chen, Zhang-Hua Fu

  DOI: 10.1007/978-3-319-93701-4_43

• Solving CSS-Sprite Packing Problem Using a Transformation to the Probabilistic Non-oriented Bin Packing Problem

  Soumaya Sassi Mahfoudh, Monia Bellalouna, Leila Horchani

  DOI: 10.1007/978-3-319-93701-4_44

• Optimization of Resources Selection for Jobs Scheduling in Heterogeneous Distributed Computing Environments

  Victor Toporkov, Dmitry Yemelyanov

  DOI: 10.1007/978-3-319-93701-4_45

• Explicit Size-Reduction-Oriented Design of a Compact Microstrip Rat-Race Coupler Using Surrogate-Based Optimization Methods

  Slawomir Koziel, Adrian Bekasiewicz, Leifur Leifsson, Xiaosong Du, Yonatan Tesfahunegn

  DOI: 10.1007/978-3-319-93701-4_46

• Stochastic-Expansions-Based Model-Assisted Probability of Detection Analysis of the Spherically-Void-Defect Benchmark Problem

  Xiaosong Du, Praveen Gurrala, Leifur Leifsson, Jiming Song, William Meeker, Ronald Roberts et al.

  DOI: 10.1007/978-3-319-93701-4_47

• Accelerating Optical Absorption Spectra and Exciton Energy Computation via Interpolative Separable Density Fitting

  Wei Hu, Meiyue Shao, Andrea Cepellotti, Felipe H. da Jornada, Lin Lin, Kyle Thicke et al.

  DOI: 10.1007/978-3-319-93701-4_48

• Model-Assisted Probability of Detection for Structural Health Monitoring of Flat Plates

  Xiaosong Du, Jin Yan, Simon Laflamme, Leifur Leifsson, Yonatan Tesfahunegn, Slawomir Koziel

  DOI: 10.1007/978-3-319-93701-4_49

• Track of Data, Modeling, and Computation in IoT and Smart Systems

• Anomalous Trajectory Detection Between Regions of Interest Based on ANPR System

  Gao Ying, Nie Yiwen, Yang Wei, Xu Hongli, Huang Liusheng

  DOI: 10.1007/978-3-319-93701-4_50

• Dynamic Real-Time Infrastructure Planning and Deployment for Disaster Early Warning Systems

  Huan Zhou, Arie Taal, Spiros Koulouzis, Junchao Wang, Yang Hu, George Suciu Jr. et al.

  DOI: 10.1007/978-3-319-93701-4_51

• Calibration and Monitoring of IoT Devices by Means of Embedded Scientific Visualization Tools

  Konstantin Ryabinin, Svetlana Chuprina, Mariia Kolesnik

  DOI: 10.1007/978-3-319-93701-4_52

• Gated Convolutional LSTM for Speech Commands Recognition

  Dong Wang, Shaohe Lv, Xiaodong Wang, Xinye Lin

  DOI: 10.1007/978-3-319-93701-4_53

• Enabling Machine Learning on Resource Constrained Devices by Source Code Generation of the Learned Models

  Tomasz Szydlo, Joanna Sendorek, Robert Brzoza-Woch

  DOI: 10.1007/978-3-319-93701-4_54

• Track of Data-Driven Computational Sciences

• Fast Retrieval of Weather Analogues in a Multi-petabytes Archive Using Wavelet-Based Fingerprints

  Baudouin Raoult, Giuseppe Di Fatta, Florian Pappenberger, Bryan Lawrence

  DOI: 10.1007/978-3-319-93701-4_55

• Assimilation of Fire Perimeters and Satellite Detections by Minimization of the Residual in a Fire Spread Model

  Angel Farguell Caus, James Haley, Adam K. Kochanski, Ana Cortés Fité, Jan Mandel

  DOI: 10.1007/978-3-319-93701-4_56

• Analyzing Complex Models Using Data and Statistics

  Abani K. Patra, Andrea Bevilacqua, Ali Akhavan Safei

  DOI: 10.1007/978-3-319-93701-4_57

• Research on Technology Foresight Method Based on Intelligent Convergence in Open Network Environment

  Zhao Minghui, Zhang Lingling, Zhang Libin, Wang Feng

  DOI: 10.1007/978-3-319-93701-4_58

• Prediction of Blasting Vibration Intensity by Improved PSO-SVR on Apache Spark Cluster

  Yunlan Wang, Jing Wang, Xingshe Zhou, Tianhai Zhao, Jianhua Gu

  DOI: 10.1007/978-3-319-93701-4_59

• Bisections-Weighted-by-Element-Size-and-Order Algorithm to Optimize Direct Solver Performance on 3D

  H. AbouEisha, V. M. Calo, K. Jopek, M. Moshkov, A. Paszyńska, M. Paszyński

  DOI: 10.1007/978-3-319-93701-4_60

• Establishing EDI for a Clinical Trial of a Treatment for Chikungunya

  Cynthia Dickerson, Mark Ensor, Robert A. Lodder

  DOI: 10.1007/978-3-319-93701-4_61

• Static Analysis and Symbolic Execution for Deadlock Detection in MPI Programs

  Craig C. Douglas, Krishanthan Krishnamoorthy

  DOI: 10.1007/978-3-319-93701-4_62

• Track of Mathematical-Methods-and-Algorithms for Extreme Scale

• Reproducible Roulette Wheel Sampling for Message Passing Environments

  Balazs Nemeth, Tom Haber, Jori Liesenborgs, Wim Lamotte

  DOI: 10.1007/978-3-319-93701-4_63

• Speedup of Bicubic Spline Interpolation

  Viliam Kačala, Csaba Török

  DOI: 10.1007/978-3-319-93701-4_64

• Track of Multiscale Modelling and Simulation

• Multiscale Modelling and Simulation, 15th International Workshop

  Derek Groen, Valeria Krzhizhanovskaya, Alfons Hoekstra, Bartosz Bosak, Lin Gan

• Optimized Eigenvalue Solvers for the Neutron Transport Equation

  Antoni Vidal-Ferràndiz, Sebastián González-Pintor, Damián Ginestar, Amanda Carreño, Gumersindo Verdú

  DOI: 10.1007/978-3-319-93701-4_65

• Multiscale Homogenization of Pre-treatment Rapid and Slow Filtration Processes with Experimental and Computational Validations

  Alvin Wei Ze Chew, Adrian Wing-Keung Law

  DOI: 10.1007/978-3-319-93701-4_66

• The Solution of the Lambda Modes Problem Using Block Iterative Eigensolvers

  A. Carreño, A. Vidal-Ferràndiz, D. Ginestar, G. Verdú

  DOI: 10.1007/978-3-319-93701-4_67

• A Versatile Hybrid Agent-Based, Particle and Partial Differential Equations Method to Analyze Vascular Adaptation

  Marc Garbey, Stefano Casarin, Scott Berceli

  DOI: 10.1007/978-3-319-93701-4_68

• Development of a Multiscale Simulation Approach for Forced Migration

  Derek Groen

  DOI: 10.1007/978-3-319-93701-4_69

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

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

  Shuyu Sun, Jiangguo Liu, Jingfa Li

• ALE Method for a Rotating Structure Immersed in the Fluid and Its Application to the Artificial Heart Pump in Hemodynamics

  Pengtao Sun, Wei Leng, Chen-Song Zhang, Rihui Lan, Jinchao Xu

  DOI: 10.1007/978-3-319-93713-7_1

• Free Surface Flow Simulation of Fish Turning Motion

  Sadanori Ishihara, Masashi Yamakawa, Takeshi Inomono, Shinichi Asao

  DOI: 10.1007/978-3-319-93713-7_2

• Circular Function-Based Gas-Kinetic Scheme for Simulation of Viscous Compressible Flows

  Zhuxuan Meng, Liming Yang, Donghui Wang, Chang Shu, Weihua Zhang

  DOI: 10.1007/978-3-319-93713-7_3

• A New Edge Stabilization Method for the Convection-Dominated Diffusion-Convection Equations

  Huoyuan Duan, Yu Wei

  DOI: 10.1007/978-3-319-93713-7_4

• Symmetric Sweeping Algorithms for Overlaps of Quadrilateral Meshes of the Same Connectivity

  Xihua Xu, Shengxin Zhu

  DOI: 10.1007/978-3-319-93713-7_5

• A Two-Field Finite Element Solver for Poroelasticity on Quadrilateral Meshes

  Graham Harper, Jiangguo Liu, Simon Tavener, Zhuoran Wang

  DOI: 10.1007/978-3-319-93713-7_6

• Preprocessing Parallelization for the ALT-Algorithm

  Genaro Peque Jr., Junji Urata, Takamasa Iryo

  DOI: 10.1007/978-3-319-93713-7_7

• Efficient Linearly and Unconditionally Energy Stable Schemes for the Phase Field Model of Solid-State Dewetting Problems

  Zhengkang He, Jie Chen, Zhangxin Chen

  DOI: 10.1007/978-3-319-93713-7_8

• A Novel Energy Stable Numerical Scheme for Navier-Stokes-Cahn-Hilliard Two-Phase Flow Model with Variable Densities and Viscosities

  Xiaoyu Feng, Jisheng Kou, Shuyu Sun

  DOI: 10.1007/978-3-319-93713-7_9

• Study on Numerical Methods for Gas Flow Simulation Using Double-Porosity Double-Permeability Model

  Yi Wang, Shuyu Sun, Liang Gong

  DOI: 10.1007/978-3-319-93713-7_10

• Molecular Simulation of Displacement of Methane by Injection Gases in Shale

  Jihong Shi, Liang Gong, Zhaoqin Huang, Jun Yao

  DOI: 10.1007/978-3-319-93713-7_11

• A Compact and Efficient Lattice Boltzmann Scheme to Simulate Complex Thermal Fluid Flows

  Tao Zhang, Shuyu Sun

  DOI: 10.1007/978-3-319-93713-7_12

• Study on Topology-Based Identification of Sources of Vulnerability for Natural Gas Pipeline Networks

  Peng Wang, Bo Yu, Dongliang Sun, Shangmin Ao, Huaxing Zhai

  DOI: 10.1007/978-3-319-93713-7_13

• LES Study on High Reynolds Turbulent Drag-Reducing Flow of Viscoelastic Fluids Based on Multiple Relaxation Times Constitutive Model and Mixed Subgrid-Scale Model

  Jingfa Li, Bo Yu, Xinyu Zhang, Shuyu Sun, Dongliang Sun, Tao Zhang

  DOI: 10.1007/978-3-319-93713-7_14

• Track of Solving Problems with Uncertainties

• Statistical and Multivariate Analysis Applied to a Database of Patients with Type-2 Diabetes

  Diana Canales, Neil Hernandez-Gress, Ram Akella, Ivan Perez

  DOI: 10.1007/978-3-319-93713-7_15

• Novel Monte Carlo Algorithm for Solving Singular Linear Systems

  Behrouz Fathi Vajargah, Vassil Alexandrov, Samaneh Javadi, Ali Hadian

  DOI: 10.1007/978-3-319-93713-7_16

• Reducing Data Uncertainty in Forest Fire Spread Prediction: A Matter of Error Function Assessment

  Carlos Carrillo, Ana Cortés, Tomàs Margalef, Antonio Espinosa, Andrés Cencerrado

  DOI: 10.1007/978-3-319-93713-7_17

• Analysis of the Accuracy of OpenFOAM Solvers for the Problem of Supersonic Flow Around a Cone

  Alexander E. Bondarev, Artem E. Kuvshinnikov

  DOI: 10.1007/978-3-319-93713-7_18

• Modification of Interval Arithmetic for Modelling and Solving Uncertainly Defined Problems by Interval Parametric Integral Equations System

  Eugeniusz Zieniuk, Marta Kapturczak, Andrzej Kużelewski

  DOI: 10.1007/978-3-319-93713-7_19

• A Hybrid Heuristic for the Probabilistic Capacitated Vehicle Routing Problem with Two-Dimensional Loading Constraints

  Soumaya Sassi Mahfoudh, Monia Bellalouna

  DOI: 10.1007/978-3-319-93713-7_20

• A Human-Inspired Model to Represent Uncertain Knowledge in the Semantic Web

  Salvatore Flavio Pileggi

  DOI: 10.1007/978-3-319-93713-7_21

• Bayesian Based Approach Learning for Outcome Prediction of Soccer Matches

  Laura Hervert-Escobar, Neil Hernandez-Gress, Timothy I. Matis

  DOI: 10.1007/978-3-319-93713-7_22

• Fuzzy and Data-Driven Urban Crowds

  Leonel Toledo, Ivan Rivalcoba, Isaac Rudomin

  DOI: 10.1007/978-3-319-93713-7_23

• Track of Teaching Computational Science

• Design and Analysis of an Undergraduate Computational Engineering Degree at Federal University of Juiz de Fora

  Marcelo Lobosco, Flávia de Souza Bastos, Bernardo Martins Rocha, Rodrigo Weber dos Santos

  DOI: 10.1007/978-3-319-93713-7_24

• Extended Cognition Hypothesis Applied to Computational Thinking in Computer Science Education

  Mika Letonsaari

  DOI: 10.1007/978-3-319-93713-7_25

• Interconnected Enterprise Systems − A Call for New Teaching Approaches

  Bettina Schneider, Petra Maria Asprion, Frank Grimberg

  DOI: 10.1007/978-3-319-93713-7_26

• Poster Papers

• Efficient Characterization of Hidden Processor Memory Hierarchies

  Keith Cooper, Xiaoran Xu

  DOI: 10.1007/978-3-319-93713-7_27

• Discriminating Postural Control Behaviors from Posturography with Statistical Tests and Machine Learning Models: Does Time Series Length Matter?

  Luiz H. F. Giovanini, Elisangela F. Manffra, Julio C. Nievola

  DOI: 10.1007/978-3-319-93713-7_28

• Mathematical Modelling of Wormhole-Routed x-Folded TM Topology in the Presence of Uniform Traffic

  Mehrnaz Moudi, Mohamed Othman, Kweh Yeah Lun, Amir Rizaan Abdul Rahiman

  DOI: 10.1007/978-3-319-93713-7_29

• Adaptive Time-Splitting Scheme for Nanoparticles Transport with Two-Phase Flow in Heterogeneous Porous Media

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

  DOI: 10.1007/978-3-319-93713-7_30

• Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces

  Jan William Johnsen, Katrin Franke

  DOI: 10.1007/978-3-319-93713-7_31

• Guiding the Optimization of Parallel Codes on Multicores Using an Analytical Cache Model

  Diego Andrade, Basilio B. Fraguela, Ramón Doallo

  DOI: 10.1007/978-3-319-93713-7_32

• LDA-Based Scoring of Sequences Generated by RNN for Automatic Tanka Composition

  Tomonari Masada, Atsuhiro Takasu

  DOI: 10.1007/978-3-319-93713-7_33

• Computing Simulation of Interactions Between

  Xinlu Guo, Xiaofeng Zhao, Shuguang Fang, Yunqiang Bian, Wenbin Kang

  DOI: 10.1007/978-3-319-93713-7_34

• A Modified Bandwidth Reduction Heuristic Based on the WBRA and George-Liu Algorithm

  Sanderson L. Gonzaga de Oliveira, Guilherme O. Chagas, Diogo T. Robaina, Diego N. Brandão, Mauricio Kischinhevsky

  DOI: 10.1007/978-3-319-93713-7_35

• Improving Large-Scale Fingerprint-Based Queries in Distributed Infrastructure

  Shupeng Wang, Guangjun Wu, Binbin Li, Xin Jin, Ge Fu, Chao Li et al.

  DOI: 10.1007/978-3-319-93713-7_36

• A Effective Truth Discovery Algorithm with Multi-source Sparse Data

  Jiyuan Zhang, Shupeng Wang, Guangjun Wu, Lei Zhang

  DOI: 10.1007/978-3-319-93713-7_37

• Blackboard Meets Dijkstra for Resource Allocation Optimization

  Christian Vorhemus, Erich Schikuta

  DOI: 10.1007/978-3-319-93713-7_38

• Augmented Self-paced Learning with Generative Adversarial Networks

  Xiao-Yu Zhang, Shupeng Wang, Yanfei Lv, Peng Li, Haiping Wang

  DOI: 10.1007/978-3-319-93713-7_39

• Benchmarking Parallel Chess Search in Stockfish on Intel Xeon and Intel Xeon Phi Processors

  Pawel Czarnul

  DOI: 10.1007/978-3-319-93713-7_40

• Leveraging Uncertainty Analysis of Data to Evaluate User Influence Algorithms of Social Networks

  Jianjun Wu, Ying Sha, Rui Li, Jianlong Tan, Bin Wang

  DOI: 10.1007/978-3-319-93713-7_41

• E-Zone: A Faster Neighbor Point Query Algorithm for Matching Spacial Objects

  Xiaobin Ma, Zhihui Du, Yankui Sun, Yuan Bai, Suping Wu, Andrei Tchernykh et al.

  DOI: 10.1007/978-3-319-93713-7_42

• Application of Algorithmic Differentiation for Exact Jacobians to the Universal Laminar Flame Solver

  Alexander Hück, Sebastian Kreutzer, Danny Messig, Arne Scholtissek, Christian Bischof, Christian Hasse

  DOI: 10.1007/978-3-319-93713-7_43

• Morph Resolution Based on Autoencoders Combined with Effective Context Information

  Jirong You, Ying Sha, Qi Liang, Bin Wang

  DOI: 10.1007/978-3-319-93713-7_44

• Old Habits Die Hard: Fingerprinting Websites on the Cloud

  Xudong Zeng, Cuicui Kang, Junzheng Shi, Zhen Li, Gang Xiong

  DOI: 10.1007/978-3-319-93713-7_45

• Deep Streaming Graph Representations

  Minglong Lei, Yong Shi, Peijia Li, Lingfeng Niu

  DOI: 10.1007/978-3-319-93713-7_46

• Adversarial Reinforcement Learning for Chinese Text Summarization

  Hao Xu, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Li Guo

  DOI: 10.1007/978-3-319-93713-7_47

• Column Concept Determination for Chinese Web Tables via Convolutional Neural Network

  Jie Xie, Cong Cao, Yanbing Liu, Yanan Cao, Baoke Li, Jianlong Tan

  DOI: 10.1007/978-3-319-93713-7_48

• Service-Oriented Approach for Internet of Things

  Eduardo Cardoso Moraes

  DOI: 10.1007/978-3-319-93713-7_49

• Adversarial Framework for General Image Inpainting

  Wei Huang, Hongliang Yu

  DOI: 10.1007/978-3-319-93713-7_50

• A Stochastic Model to Simulate the Spread of Leprosy in Juiz de Fora

  Vinícius Clemente Varella, Aline Mota Freitas Matos, Henrique Couto Teixeira, Angélica da Conceição Oliveira Coelho, Rodrigo Weber dos Santos, Marcelo Lobosco

  DOI: 10.1007/978-3-319-93713-7_51

• Data Fault Identification and Repair Method of Traffic Detector

  Xiao-lu Li, Jia-xu Chen, Xin-ming Yu, Xi Zhang, Fang-shu Lei, Peng Zhang et al.

  DOI: 10.1007/978-3-319-93713-7_52

• The Valuation of CCIRS with a New Design

  Huaying Guo, Jin Liang

  DOI: 10.1007/978-3-319-93713-7_53

• Method of Node Importance Measurement in Urban Road Network

  Dan-qi Liu, Jia-lin Wang, Xiao-lu Li, Xin-ming Yu, Kang Song, Xi Zhang et al.

  DOI: 10.1007/978-3-319-93713-7_54

• AdaBoost-LSTM Ensemble Learning for Financial Time Series Forecasting

  Shaolong Sun, Yunjie Wei, Shouyang Wang

  DOI: 10.1007/978-3-319-93713-7_55

• Analysis of Bluetooth Low Energy Detection Range Improvements for Indoor Environments

  Jay Pancham, Richard Millham, Simon James Fong

  DOI: 10.1007/978-3-319-93713-7_56

• Study on an N-Parallel FENE-P Constitutive Model Based on Multiple Relaxation Times for Viscoelastic Fluid

  Jingfa Li, Bo Yu, Shuyu Sun, Dongliang Sun

  DOI: 10.1007/978-3-319-93713-7_57

• RADIC Based Fault Tolerance System with Dynamic Resource Controller

  Jorge Villamayor, Dolores Rexachs, Emilio Luque

  DOI: 10.1007/978-3-319-93713-7_58

• Effective Learning with Joint Discriminative and Representative Feature Selection

  Shupeng Wang, Xiao-Yu Zhang, Xianglei Dang, Binbin Li, Haiping Wang

  DOI: 10.1007/978-3-319-93713-7_59

• Agile Tuning Method in Successive Steps for a River Flow Simulator

  Mariano Trigila, Adriana Gaudiani, Emilio Luque

  DOI: 10.1007/978-3-319-93713-7_60

• A Parallel Quicksort Algorithm on Manycore Processors in Sunway TaihuLight

  Siyuan Ren, Shizhen Xu, Guangwen Yang

  DOI: 10.1007/978-3-319-93713-7_61

• How Is the Forged Certificates in the Wild: Practice on Large-Scale SSL Usage Measurement and Analysis

  Mingxin Cui, Zigang Cao, Gang Xiong

  DOI: 10.1007/978-3-319-93713-7_62

• Managing Cloud Data Centers with Three-State Server Model Under Job Abandonment Phenomenon

  Binh Minh Nguyen, Bao Hoang, Huy Tran, Viet Tran

  DOI: 10.1007/978-3-319-93713-7_63

• The Analysis of the Effectiveness of the Perspective-Based Observational Tunnels Method by the Example of the Evaluation of Possibilities to Divide the Multidimensional Space of Coal Samples

  Dariusz Jamroz

  DOI: 10.1007/978-3-319-93713-7_64

• Urban Data and Spatial Segregation: Analysis of Food Services Clusters in St. Petersburg, Russia

  Aleksandra Nenko, Artem Konyukhov, Sergey Mityagin

  DOI: 10.1007/978-3-319-93713-7_65

• Control Driven Lighting Design for Large-Scale Installations

  Adam Sȩdziwy, Leszek Kotulski, Sebastian Ernst, Igor Wojnicki

  DOI: 10.1007/978-3-319-93713-7_66

• An OpenMP Implementation of the TVD–Hopmoc Method Based on a Synchronization Mechanism Using Locks Between Adjacent Threads on Xeon Phi (TM) Accelerators

  Frederico L. Cabral, Carla Osthoff, Gabriel P. Costa, Sanderson L. Gonzaga de Oliveira, Diego Brandão, Mauricio Kischinhevsky

  DOI: 10.1007/978-3-319-93713-7_67

• Data-Aware Scheduling of Scientific Workflows in Hybrid Clouds

  Amirmohammad Pasdar, Khaled Almi’ani, Young Choon Lee

  DOI: 10.1007/978-3-319-93713-7_68

• Large Margin Proximal Non-parallel Support Vector Classifiers

  Mingzeng Liu, Yuanhai Shao

  DOI: 10.1007/978-3-319-93713-7_69

• The Multi-core Optimization of the Unbalanced Calculation in the Clean Numerical Simulation of Rayleigh-Bénard Turbulence

  Lu Li, Zhiliang Lin, Yan Hao

  DOI: 10.1007/978-3-319-93713-7_70

• ES-GP: An Effective Evolutionary Regression Framework with Gaussian Process and Adaptive Segmentation Strategy

  Shijia Huang, Jinghui Zhong

  DOI: 10.1007/978-3-319-93713-7_71

• Evaluating Dynamic Scheduling of Tasks in Mobile Architectures Using ParallelME Framework

  Rodrigo Carvalho, Guilherme Andrade, Diogo Santana, Thiago Silveira, Daniel Madeira, Rafael Sachetto et al.

  DOI: 10.1007/978-3-319-93713-7_72

• An OAuth2.0-Based Unified Authentication System for Secure Services in the Smart Campus Environment

  Baozhong Gao, Fangai Liu, Shouyan Du, Fansheng Meng

  DOI: 10.1007/978-3-319-93713-7_73

• Time Series Cluster Analysis on Electricity Consumption of North Hebei Province in China

  Luhua Zhang, Miner Liu, Jingwen Xia, Kun Guo, Jun Wang

  DOI: 10.1007/978-3-319-93713-7_74

• Effective Semi-supervised Learning Based on Local Correlation

  Xiao-Yu Zhang, Shupeng Wang, Xin Jin, Xiaobin Zhu, Binbin Li

  DOI: 10.1007/978-3-319-93713-7_75

• Detection and Prediction of House Price Bubbles: Evidence from a New City

  Hanwool Jang, Kwangwon Ahn, Dongshin Kim, Yena Song

  DOI: 10.1007/978-3-319-93713-7_76

• A Novel Parsing-Based Automatic Domain Terminology Extraction Method

  Ying Liu, Tianlin Zhang, Pei Quan, Yueran Wen, Kaichao Wu, Hongbo He

  DOI: 10.1007/978-3-319-93713-7_77

• Remote Procedure Calls for Improved Data Locality with the Epiphany Architecture

  James A. Ross, David A. Richie

  DOI: 10.1007/978-3-319-93713-7_78

• Identifying the Propagation Sources of Stealth Worms

  Yanwei Sun, Lihua Yin, Zhen Wang, Yunchuan Guo, Binxing Fang

  DOI: 10.1007/978-3-319-93713-7_79

• Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases

  Sergey Sikorskiy, Oleg Metsker, Alexey Yakovlev, Sergey Kovalchuk

  DOI: 10.1007/978-3-319-93713-7_80

• Evolutionary Ensemble Approach for Behavioral Credit Scoring

  Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Klavdiya Bochenina, Alexander A. Kudryashov, Amir Uteuov, Ivan Derevitskii et al.

  DOI: 10.1007/978-3-319-93713-7_81

• Detecting Influential Users in Customer-Oriented Online Communities

  Ivan Nuzhdenko, Amir Uteuov, Klavdiya Bochenina

  DOI: 10.1007/978-3-319-93713-7_82

• GeoSkelSL: A Python High-Level DSL for Parallel Computing in Geosciences

  Kevin Bourgeois, Sophie Robert, Sébastien Limet, Victor Essayan

  DOI: 10.1007/978-3-319-93713-7_83

• Precedent-Based Approach for the Identification of Deviant Behavior in Social Media

  Anna V. Kalyuzhnaya, Nikolay O. Nikitin, Nikolay Butakov, Denis Nasonov

  DOI: 10.1007/978-3-319-93713-7_84

• Performance Analysis of 2D-compatible 2.5D-PDGEMM on Knights Landing Cluster

  Daichi Mukunoki, Toshiyuki Imamura

  DOI: 10.1007/978-3-319-93713-7_85